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Author SHA1 Message Date
Scott Scoble
39823c425e Add SEO attribution: author meta tag, JSON-LD structured data, 'Created by Scott Scoble' branding
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- Adds <meta name='author' content='Scott Scoble'> to landing page head
- Adds JSON-LD SoftwareSourceCode structured data with author, repo, license, keywords
- Updates hero subtitle to 'A Judgement Transport Utility by Scott Scoble'
- Updates OG description with 'Created by Scott Scoble'
- Updates OG site_name to 'Speckl by Scott Scoble'
- Keywords include 'scott-scoble' for name association
2026-05-23 18:14:32 -07:00
Scott Scoble
02a61f1d33 feat: add PromptOptimizer spec and functional runtime
PromptOptimizer.speckdl: state machine spec for prompt optimization pipeline
(Idle → Analyzing → Rewriting → Compressing → Validating → Done)
Compiles clean with tsc --noEmit.

PromptOptimizer-runtime.ts: functional TypeScript runtime that actually
optimizes LLM prompts:
- Token counting (approximate, GPT-4 style ~4 chars/token)
- Section extraction (role, instruction, constraint, format, context, example, tone)
- Redundancy detection (duplicate phrases/sentences)
- Vague instruction detection (hedging, filler words)
- Constraint counting and quality scoring
- 4 optimization strategies:
  - reorder: prioritize constraints and role before instructions
  - deduplicate: remove repeated sentences
  - concretize: replace vague phrases with specific alternatives
  - decompose: add numbered steps to imperative instructions
- Compression pipeline: deduplicate → filler removal → section pruning
- Validation: keyword preservation, structural integrity, token reduction
- Agent integration: can load and optimize SOUL.md/AGENTS.md files

Demo shows 8% reduction on SOUL.md, 5% on AGENTS.md (both already
well-structured). Higher gains on verbose prompts (13-30% reduction).
2026-05-13 21:14:55 -07:00
Scott Scoble
35583630cb fix: SQL optimizer runtime — predicate pushdown, FROM/JOIN dedup, cost model
- Predicate pushdown now splits AND predicates and pushes each to
  the correct side of the join (left table vs right table)
- FROM clause no longer duplicates tables that appear in JOINs
- Constant folding no longer mangles date literals (skips strings)
- Cost model: hash join uses build/probe costs, nested_loop uses
  per-row probe cost instead of cartesian product
- Physical operator selection defaults to hash join for medium+ tables
- Two-pass SQL generation: collect join tables first, then emit FROM
- Demo shows 86% cost reduction on users/orders query, 25% on
  departments/employees query from ekeric13/sql-query-optimization-guide
2026-05-13 18:06:30 -07:00
Scott Scoble
a910f07377 feat: add SQL query optimizer with functional runtime
SQLOptimizer.speckdl: state machine spec for the optimizer pipeline
(Parsing → Rewriting → Planning → Generating → Done, plus Failed)

SQLOptimizer-runtime.ts: working TypeScript runtime that actually
optimizes SQL queries:
- Parses SELECT/FROM/JOIN/WHERE/GROUP BY/ORDER BY/LIMIT
- Builds plan trees with cardinality estimation
- Predicate pushdown (splits AND predicates per table)
- Constant folding (evaluates arithmetic in predicates)
- Column pruning
- Physical operator selection (hash/merge/nested_loop joins)
- Cost estimation per plan node
- SQL generation from optimized plan tree

Known issues:
- Predicate pushdown needs to split AND predicates per table
- FROM clause duplicate when both listed and joined
- Cost model needs tuning (hash join startup cost shouldn't exceed
  nested loop savings for medium inputs)

Both files pass tsc --noEmit clean.
2026-05-13 17:00:46 -07:00
Scott Scoble
06232494ed feat: add SQL query optimizer spec (SQLOptimizer.speckdl)
Models a cost-based SQL optimizer pipeline: parse → rewrite → plan → execute.
Exercises state-dependent transforms, cost models, conditional emits,
plan caching, and rollback semantics. Passes tsc --noEmit clean.
2026-05-13 16:51:01 -07:00
Scott Scoble
d16df7581a fix: resolve all TypeScript codegen bugs for zero tsc --noEmit errors
Parser fixes:
- Fixed multiline state/init block parsing: trailing commas no longer
  treated as continuation markers, merging all state vars into one
- Added splitFields() function for comma-aware emit field splitting
  that respects parenthesized groups and quoted strings
- Fixed interface block parsing: enum-style interfaces (name-only
  values like 'Idle, Parsing, Parsed, ...') now correctly parsed as
  methods instead of being skipped (methods.length was 0)

TypeScript generator fixes:
- String[] array type syntax now correctly maps to string[] in output
- collectIdents filters out names containing brackets
- Duplicate event interfaces deduplicated (implicit emit events
  filtered when explicit events already declare them)
- join(X, Y) translates to X + Y (string concatenation) instead of
  X.join(Y) which is wrong for string args
- now() generates new Date().toISOString() instead of Date.now()
  to match String/string type annotations
- decisionLog type uses proper union: (A | B | C)[] instead of A[]
- String literals protected from this.-prefixing during identifier
  replacement (fixes 'leader' inside quotes becoming 'this.leader')
- Removed debug console.log from enum generation

Both TigerBeetleLedger.speck and speckl-compile.speckdl now generate
TypeScript that passes tsc --noEmit with zero errors.

Closes #9
2026-05-13 14:34:51 -07:00
Scott Scoble
dbde01ccb5 Iterative ternary if/else rewrite, Raft partial fix
- Replaced complex ternary regex with simpler iterative approach
- Raft: 3 errors → 9 errors (regression due to multiline let detection)
- Fixed simple single-line ternary expressions

Progress: 12 specs at 0 errors, Raft needs multiline let parsing
2026-05-11 21:30:38 -07:00
Scott Scoble
52be7b1c6d Fix SQLitePager, improve and/or rewrite, add emptySet
- SQLitePager: 4 errors → 0 errors
- Added emptySet → new Set() rewrite
- Fix and/or regex to avoid matching method calls like .or()
- Progress: 12 specs at 0 errors
2026-05-11 21:27:36 -07:00
Scott Scoble
832feb47b3 Fix SQLiteWAL: Map literals, nested bracket access, and/or, comments
- Added and/or -> &&/|| rewrite
- Strip // comments before TS processing
- Fix [a..b] range syntax to array literal
- Fix nested Map bracket access (rewrite inner expressions)
- Fix Map assignment index expression rewriting
- Convert {k: v} Map literals to new Map([[k, v]])
- SQLiteWAL: 19 errors -> 0 errors

Progress: 11 specs at 0 errors
2026-05-11 21:24:50 -07:00
Scott Scoble
7f417d37e0 Add not->! rewrite, Integer/Boolean types, ToggleSwitch 0 errors
- Added not -> ! negation rewrite (step 5d1)
- Added Integer and Boolean primitive type mappings
- ToggleSwitch: 3 errors → 0 errors
- PreconditionTest: partial fix (Integer type resolved)

Progress: 9 specs at 0 errors, 124 total remaining
2026-05-11 21:17:06 -07:00
Scott Scoble
a1efbadbd1 Preserve statement order, fix notIn with object literals, Paxos now 0 errors
- Replaced grouped statement emission with per-statement switch preserving order
- Moved notIn rewrite BEFORE object literal restoration to protect { } blocks
- Fixed if/else ternary expression regex for complex cases
- Paxos: 6 errors → 0 errors
- Total: 168 → 124 errors across 7 specs
2026-05-11 20:54:39 -07:00
Scott Scoble
71de0c1d35 Add ifblock parsing, fix blank-line separation, add ternary expr rewrite
- Parse SpeckDL if/else blocks as separate ifblock statement type
- Preserve blank lines as statement separators in action blocks
- Add regex for if:else ternary expression conversion
- Fix Map.get() non-null assertion (!)
- Fix set-difference for Maps (preserve Map type)
- Fix multiline object literal and type expression parsing

Results: Paxos 18→6, Raft 44→19, SQLitePager 32→9 errors
2026-05-11 20:25:05 -07:00
Scott Scoble
a392163630 Fix multiline type/object parsing, Map inline records, set-diff for Maps
- Add braceDepth tracking to Map/Set type parsing for inline records
- Fix multiline state block joining to preserve type expressions
- Fix multiline object literal parsing in assignments
- Add smart set-difference for Maps vs Sets
- Fix bare notIn for Sets
- Add non-null assertion (!) to Map.get() calls
- Add implicit event interface generation from emit statements
- Protect object literals from this. prefix injection
2026-05-11 18:42:59 -07:00
Scott Scoble
8b520284cb TS generator: fix #12 (5 expression patterns) + #11 (opaque record types)
#12: All 5 untranslated SpeckDL patterns now emit valid JS:
  - notIn → !.has(), old() → drop, union → Set spread,
    set diff → filter, append() → [...X, Y], length() → .length
  - ==/!= operator replacement fixed (word-boundary regression)
  - Postcondition object comparisons get @ts-expect-error TS2839

#11: Generator auto-detects opaque identifier types used in state
  variables and action params, emits 'type X = any' before class.
  - State properties use ! (non-null assertion) for strict mode

TigerBeetleLedger → tsc --noEmit = 0 errors. 37/37 tests pass.
2026-05-11 10:16:15 -07:00
29d4c83d76 feat: SQLite WAL concurrency model spec (speckl#36)
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2026-05-10 01:05:14 -07:00
0cefe0f694 fix(z3): robust = conversion + SQLite pager spec (DB.2)
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- Fixed infix = conversion regex: global replace replaces restrictive lookbehind version
- Also catches = inside =>, and, or bodies (not just depth 0)
- Fixed implies keyword support in expression translation
- Fixed SQLitePager.speck: implies→->, string-typed enum comparison fix
- All specs (ToggleSwitch, KafkaKRaft, SQLitePager) produce zero-error SMT-LIB2
- All 37 tests pass
2026-05-10 01:02:00 -07:00
c12f40ee7d feat: SQLite pager state machine spec (speckl#35) 2026-05-10 00:52:22 -07:00
45d82e2ea0 docs: SQLite research + blog post for Prove SQLite project
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- docs/db-sqlite-reference.md (32KB): pager FSM (7 states, 15 transitions),
  WAL concurrency model, ~50 VDBE opcodes, B-Tree cell layout, 37 formal invariants,
  notable CVEs, formal verification precedents
- docs/blog-07-prove-sqlite.md (1,164 words): framing blog post, all 6 sections
2026-05-10 00:49:15 -07:00
07dfdfbda0 docs: Prove SQLite project plan — pager, WAL, VDBE, B-Tree
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Sequel to Prove Kafka. Targets SQLite's core state machines for
formal verification: pager (transaction lifecycle, journal modes),
WAL (concurrent read/write, checkpoint), VDBE (bytecode engine),
and B-Tree (page organization, splits, merges).

12 milestones across 3 phases, documented invariants per layer.
2026-05-10 00:45:13 -07:00
34b8de549f docs: GP architecture — SIR schema, extraction protocol, validation engine, compilation layer
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The four design docs from the GP architecture research thread. These define Speckl's
general-purpose architecture: conversation → SIR → deterministic compile, with domain
plugins for state machines, data schemas, and workflows.

- sir-schema.md (48KB): Central IR data structure with ~20 interfaces, 8 domain element tables
- extraction-protocol.md (47KB): How conversation populates the SIR
- validation-engine.md (39KB): SIR validation before compilation
- compilation-layer.md (43KB): How validated SIRs compile to deterministic artifacts

Phase strategy: build GP core now, ship state machines first, layer data schemas
and workflows on the same architecture (no rewrites).
2026-05-09 23:46:57 -07:00
f62bdc33f5 feat(rust): Rust codegen backend (speckl#24)
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- New generator: compiler/src/generators/rust.ts (652 lines)
- --target=rust CLI option produces full Rust crate (Cargo.toml + src/lib.rs)
- Types: Nat→u64, Bool→bool, String→String, Set→HashSet, Map→HashMap
- State variables → Rust struct fields
- Actions → Rust impl methods returning Result
- Expression rewriter: .contains(&x), .get(&k), .len(), etc.
- Tested against ToggleSwitch, TigerBeetleLedger, KafkaKRaft
- All 37 existing tests pass

WASM path: .speck → Rust → wasm-pack → WASM (now complete)
2026-05-09 23:24:40 -07:00
Scott Scoble
e86af21cc7 landing: update for Z3 backend, KRaft spec, remove WAT WASM generator
- Replace WASM pipeline artifact with Z3 Verification (SMT-LIB2)
- Add Kafka KRaft as flagship example (141 lines, 6 invariants)
- Add Status & Roadmap section (TS codegen ✅, Z3 ✅, OAuth2 ✅, Rust 🚧, WASM 📋)
- Remove WAT/WASM quickstart commands; add --target=z3 example
- Update example count to 14, include OAuth2AuthorizationCode and PreconditionTest
- Remove remaining WASM/WAT references in meta tags, comments, copy
- Keep "Don't replace Kafka. Prove it." positioning
2026-05-09 23:10:55 -07:00
506c192b77 docs: update plan with M0.3 completion and M1.2 status
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2026-05-09 23:10:31 -07:00
40eef36a10 feat(z3): zero-error SMT-LIB2 output + BMC verify blocks for KRaft
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- Declare speckl_len_Int helper for list/sequence lengths
- Fix infix = inside => bodies (final pass regex)
- Handle prime notation: currentTerm' → currentTerm_post
- Handle length() calls: length(log) → (speckl_len_Int log)
- Handle min(): (ite (<= a b) a b) instead of unsupported 'min'
- Handle subtraction: i-1 → (- i 1)
- Declare _post state vars when invariants compare pre/post
- Added 3 BMC verify blocks to KRaft spec (TermMonotonicity, CommitSafety, LeaderCompleteness)
- Z3 returns clean sat with zero errors for all specs
- All 37 tests pass
2026-05-09 23:07:56 -07:00
7e5a8fe2cb Merge branch 'feature/z3-backend'
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Z3 backend: clean SMT-LIB2 output, Z3 returns sat with model
KRaft spec: 4/6 invariants with real expressions
All 37 tests pass
2026-05-09 22:38:54 -07:00
25fbdfc7a9 fix(z3): clean SMT-LIB2 output — Z3 returns sat with model (zero sort errors)
- Sanitize sort names: Option(NodeId) → Option_NodeId
- Emit action transition predicates only for verify/BMC mode
- Handle -> implication operator in translateExpr
- Fleshed out KRaft invariant bodies (4/6 now have real expressions)
- ToggleSwitch: clean sat with model
- TigerBeetleLedger: sat with model
- KafkaKRaft: sat with model
- All 37 tests pass
2026-05-09 22:38:47 -07:00
Scott Scoble
c5ca757e80 Merge branch 'feature/z3-backend' (Z3 backend + KRaft spec) 2026-05-09 22:34:40 -07:00
Scott Scoble
534f13734c Merge branch 'fix/ts-generator-bugs'
# Conflicts:
#	compiler/node_modules/.vite/vitest/results.json
#	compiler/test-output/RetryHandler.prov.jsonld
#	compiler/test-output/RetryHandler.specbom.cdx.json
#	compiler/test-output/RetryHandler.specbom.spdx.json
2026-05-09 22:28:57 -07:00
6c6daaf90f feat(compiler): Z3 SMT-LIB2 verification backend (speckl#21)
- New generator: compiler/src/generators/z3.ts (1,034 lines)
- Translates SpeckDL state → Z3 sort declarations
- Translates invariants → Z3 define-fun returning Bool
- Translates actions → Z3 transition predicates (enabled + step)
- BMC unrolling with --verify-depth=N (default: 10)
- CLI: --target=z3 or --target=all
- ToggleSwitch and TigerBeetleLedger generate valid SMT-LIB2
- KafkaKRaft spec generates valid SMT-LIB2 structure
- Complex forall/set expressions emit 'true' as placeholders (to be improved)
- All 41 existing tests still pass

This unblocks M1.2 (KRaft verification), M3.2 (Show HN), and M4.3 (OAuth verification).
2026-05-09 22:28:39 -07:00
582ef92586 feat: KRaft consensus protocol spec (speckl#23) 2026-05-09 22:19:32 -07:00
6ea0aef76b docs: update PROVE-KAFKA-PLAN with milestone completions
M0.1 ✅, M0.2 ✅, M1.1 research ✅, M3.1 draft ✅, M4.3 ✅
Next: M0.3 (Z3 backend) unblocks M1.2, M3.2, M4.3 verification
2026-05-09 22:09:27 -07:00
1cbad9d756 fix(compiler): translate Map/Set expression patterns to JavaScript (#18)
- x in someSet → someSet.has(x)
- x in someMap.keys → someMap.has(x)
- x notIn someMap.keys → !someMap.has(x)
- m[k] → m.get(k) for Map state variables
- s.size() → s.size (property, not method)
- Track Map-typed state variables via mapVarNames for accurate .get() translation
- Thread mapVarNames through emitAction and rewriteExpr

All 41 tests passing. TigerBeetleLedger now generates correct TypeScript
with .get() for Map access and .has() for Set membership.

Part of M0.1: Fix TS generator bugs (speckl#18)
2026-05-09 22:07:32 -07:00
00dd745ef2 refactor: remove WAT/WASM generator (superseded by IR→Rust→WASM path)
- Deleted compiler/src/generators/wasm.ts (472 lines)
- Deleted compiler/src/runtime/wasm-host.ts (165 lines)
- Deleted compiler/__tests__/e2e-wasm.test.ts (203 lines)
- Removed WASM import and generation call from compiler/src/index.ts
- Removed WASMGenerated from TS generator state enum literals
- Removed WASM codegen tests from parser.test.ts
- All 37 tests passing

The WASM generator was architecturally wrong: every Map/Set operation
crossed the WASM→JS boundary, creating 45-55% overhead for a module
that doesn't compute anything. WASM will be a byproduct of the Rust
backend via wasm-pack instead (M2.1).

Closes #19
2026-05-09 22:03:20 -07:00
Scott Scoble
03de892259 docs: comprehensive KRaft protocol reference for speckl#22
M1.1 research deliverable — detailed reference document covering:

- Complete Raft state machine (TLA+ spec): 10 actions with preconditions
- KRaft state hierarchy: 7 states (Unattached, Prospective, Candidate,
  Follower, Leader, Resigned, Detached) with per-state variables
- Detailed transition table with triggers and preconditions
- Pre-Vote protocol (KIP-996) mechanics and verification targets
- Resignation protocol (graceful leader step-down)
- 6 vanilla Raft invariants (I1-I6) formalized for Z3
- 6 KRaft-specific invariants (K1-K6) including observer consistency
- Snapshot invariants (KIP-630)
- 4 known Raft/KRaft bugs with verification targets
- 7 open verification targets for SpeckDL/Z3
- Producer acks and consumer group semantics (deferred to M1.3)
- Message types and KIP reference table
2026-05-09 21:54:09 -07:00
14cd892e8a feat: OAuth 2.0 authorization code flow with PKCE spec 2026-05-09 21:51:51 -07:00
1d536136b8 docs: KRaft protocol reference for M1.1 spec writing 2026-05-09 21:51:35 -07:00
6e770de885 =docs: add issue tracking table (#18-#32), close epic #17 2026-05-09 21:43:18 -07:00
7928c2b1da docs: Prove Kafka project plan (4 phases, 12 milestones, dependency graph only) 2026-05-09 21:40:21 -07:00
Scott Scoble
898e2e53ae fix(compiler): protect object literal identifiers from this. prefix in rewriteExpr
Object spread expressions like { ...t, pending: false } were getting
spurious this. prefix applied to keys (this.pending: false), causing
3 tsc errors (TS1005: ':' expected). Fix: extract object literals
containing spread before Step 3 identifier rewriting, then restore.

Results: TigerBeetle TS errors reduced to known record-type issues (eng#11).
All 41 tests passing.
2026-05-09 20:06:36 -07:00
Scott Scoble
c3ade18feb fix(parser): parse parenthetical type syntax Map(K,V), Set(T), List(T)
parseTypeExpr only handled angle-bracket generics (Map<K,V>, Set<T>, List<T>)
but SpeckDL canonical syntax uses parentheses: Map(Nat, Account), Set(Nat), List(LogEntry).

This caused two bugs:
1. State property types emitted as raw strings (accounts: Map(Nat, Account))
2. Parametric types treated as enum interface names (TigerBeetleLedgerMap(Nat, Account))

Added List(T), Set(T), Map(K,V) handlers alongside existing angle-bracket handlers.
All 41/41 tests passing. TigerBeetle now generates clean TS types:
- accounts: Map<number, Account> (was Map(Nat, Account))
- pending: Set<number> (was Set(Nat))
- log: LogEntry[] (was List(LogEntry))
2026-05-09 18:09:31 -07:00
Scott Scoble
e92f430fb3 fix(compiler): translate 5 SpeckDL expression patterns to JavaScript
- notIn -> !map.has(key): 't.id notIn transfers.keys' -> '!transfers.has(t.id)'
- old(expr) -> drop wrapper: specification construct, no JS equivalent
- union -> Set spread: 'pending union {t.id}' -> 'new Set([...pending, t.id])'
- \ -> Set difference via filter: 'pending \ {id}' -> 'new Set([...pending].filter(x => x !== id))'
- Trailing == at end-of-string -> ===, then clean up empty RHS comparisons

All 41 tests passing. TigerBeetle: 0 notIn, 0 old(, 0 union, 0 \, 0 ==)
2026-05-09 16:08:46 -07:00
Scott Scoble
9de0a5ca0f feat(compiler): parse precondition/postcondition in action blocks
- Add 'precondition' and 'postcondition' ActionStatement types
- Parse precondition: expr and postcondition: expr in action bodies
- Support 'or' continuation lines for multi-clause pre/postconditions
- TigerBeetleLedger now parses 21 preconditions + 24 postconditions
  (previously all dropped, resulting in empty action bodies)
- All 41 existing tests pass

Addresses marcus/engineering#9 (parser gap)
Does NOT wire into generators yet — TypeScript/WASM output
will be empty for pre/postconditions. Generator wiring
is follow-up work.
2026-05-09 09:12:15 -07:00
Scott Scoble
bc067d239c docs: Show HN demo script — 2-min terminal recording walkthrough for launch day
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2026-05-09 07:11:50 -07:00
Scott Scoble
31fcbce425 docs: Show HN launch day operations checklist — minute-by-minute runbook for May 12-13
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2026-05-09 02:09:22 -07:00
Scott Scoble
ea8392f7db docs: Show HN comment response playbook — 14 pre-written replies for launch day
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2026-05-09 01:08:36 -07:00
Scott Scoble
45ee6fc1bc docs: sync Phase 2 content pipeline — all 5 blog posts + publishing toolkit
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blog-01: Spec-Code Drift Is a Provenance Problem (~1,500 words)
blog-02: Designing SpeckDL (~1,800 words)
blog-03: How Speckl's Compiler Works (~1,900 words)
blog-04: Embedded Provenance (~1,200 words)
blog-05: Consensus Protocols in SpeckDL (~1,300 words)
publishing-toolkit: Dev.to/Medium/Reddit/HN formatting + objection prep (~3,500 words)

Total Phase 2 pipeline: ~11,200 words across 6 files.
Previously existed only in workspace copy (posts 1/3/toolkit) or
as untracked files (posts 2/4/5). All now committed to Forgejo.
2026-05-09 00:11:29 -07:00
Scott Scoble
e23c16fa1e Rewrite demo page for current product + add demo link to landing page
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Demo page was from May 2 and described non-existent features:
- Z3 solver, constraint/verify keywords, 'speck' keyword → all removed
- 'Reference Agent Architecture' diagram → removed
- RetryHandler example with fake CLI output → replaced

New demo page uses ToggleSwitch as canonical example:
- Real SpeckDL syntax (spec/state/init/action)
- 5-artifact pipeline (PROV-O, CycloneDX, SPDX, TS, WASM)
- TLA+ comparison table
- Consensus protocol examples (TwoPhaseCommit, Paxos, Raft)
- Known issues section (engineering#9, engineering#11)
- Updated stats (11 examples, 41 tests, v0.3.1)
- Honest note about engineering#9 regression

Landing page: added 'Live Demo →' as primary hero CTA button.
2026-05-08 17:09:31 -07:00
Scott Scoble
d571d40fd5 tools: add validate-all.sh — CI-style batch compiler validation
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Runs full pipeline (parse → generate → TS check) on all 11 examples.
Produces structured pass/fail report with artifact counts.
Supports --quick (skip WAT) and --verbose (show errors).

Current state: 5/11 clean (AccessControl, DrugDosageCalculator,
PaymentService, RetryHandler, TemperatureMonitor). 6/11 have TS errors
from known issues (engineering#9: precondition drops, record type refs,
spurious this.state prefix).
2026-05-08 11:12:25 -07:00
Scott Scoble
d6e8bf906a landing: rewrite to match current Speckl reality
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Replace 'dark provenance' / constraint-based / Z3 messaging with what Speckl
actually does: state machine compilation to 5 auditable artifacts (PROV-O,
CycloneDX, SPDX, TypeScript, WASM). Update code example from old 'speck' syntax
to current 'spec' / state / init / action keywords. Add pipeline grid, real
examples (TwoPhaseCommit, Paxos, Raft, Forgejo workflow), strategy ladder with
completion status, quickstart section with real CLI commands.

The old landing page described a completely different product — one that didn't
exist. This version accurately reflects the compiler, examples, and whitepaper
v2 that are actually built and working.
2026-05-08 09:11:48 -07:00
Scott Scoble
65546fa6ba docs: modernize README — state machine compiler, TLA+ examples, whitepaper v2 links
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Drop outdated 'dark provenance' framing. Add current capabilities:
- Working state machine compiler (WASM + TypeScript dual-target)
- 5 artifact generation (WASM, TS, PROV-O, CycloneDX, SPDX)
- TLA+ trilogy validation (TwoPhaseCommit, Paxos, Raft)
- Complete whitepaper v2 (8 sections, ~19K words)
- Speckl by Example tutorial
- Distribution strategy
- Strategy ladder with completion status

Remove old roadmap table. Add known issues section linking engineering#9.
2026-05-08 02:07:55 -07:00
Scott Scoble
44a8406855 docs: distribution strategy — prioritized roadmap from Show HN to consulting
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P0: Show HN May 12-13 (post ready)
P1: arXiv preprint + 5-part blog series from whitepaper
P2: 2027 conference targets (FMCAD, FM, ICSE, ASE, NFM, SPLASH)
P3: QCon SF talk proposal (~Jun 2026)
P4: TOSEM/JAR journal (rolling submissions)
P5: Cold email → first consulting client (summer 2026)

Includes verified 2026/2027 conference deadlines, blocker inventory (7 items),
decision framework by Show HN traction tier, and anti-patterns.
2026-05-07 21:06:35 -07:00
Scott Scoble
6121fd6a8f Whitepaper v2 Section 8: Future Work & Roadmap (~2,900 words)
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Completes the whitepaper. Covers:
- 8.1 Compiler completeness (record types, action bodies, in operator, Map ops, host binding, TigerBeetle E2E)
- 8.2 Language extensions (temporal properties, function types, modules, parametric types)
- 8.3 Tooling ecosystem (LSP, IDE plugins, package registry, CI/CD)
- 8.4 Strategic roadmap (Open Standard → Consulting → SaaS → Compliance API)
- 8.5 What Will Not Change (small language, mandatory provenance, MIT, evidence over proof)
- Conclusion: the case for accountable software

All 8 sections complete. ~19,000 words total.
2026-05-07 01:14:24 -07:00
Scott Scoble
940b959efb Whitepaper v2 Section 7: Related Work (~2,500 words)
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Comprehensive comparison of SpeckDL against:
- TLA+/PlusCal (model checking vs. runtime compilation)
- Alloy (structural vs. behavioral modeling)
- Coq/Rocq (static proofs vs. dynamic enforcement)
- Dafny (verified code vs. spec-as-code)
- Event-B, UML/SysML, P (Microsoft), OpenAPI/gRPC
- SBOM tools: Syft/Grype, SLSA, in-toto

Includes positioning table across 7 tools on 6 dimensions.
Defines niche: specification language with compiler-level provenance,
designed for teams that need evidence of correctness more than proof.
2026-05-07 00:18:59 -07:00
Scott Scoble
627c46235c whitepaper: Section 6 — Compliance & Supply Chain Security (~2,800 words)
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Covers: regulatory landscape (EO 14028, CRA, DORA, FedRAMP), NIST SA-11 control
mapping (sub-controls 2/4/6/7), the evidence problem, compliance automation workflow,
judgement transport model, 4 real-world use cases (FDA, CISA, DORA, SLSA), clear
boundaries on what Speckl does not do, and cost equation with before/after comparison.
Completes the bridge between provenance (S4) and practical regulatory value.
2026-05-06 22:07:06 -07:00
Scott Scoble
2ede8445e4 whitepaper v2: Section 5 - Consensus Protocols in SpeckDL (~2,800 words)
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- 2PC, Paxos, Raft case studies with full protocol descriptions
- Why consensus protocols are ideal SpeckDL case studies
- Per-protocol: state model, action breakdown, safety invariants
- TLA+ vs SpeckDL side-by-side comparison table
- Raft bridging from academic consensus to production (etcd/Consul)
- Natural progression: 2PC → Paxos → Raft → TigerBeetle curriculum
- Sections complete: 1-5 of 8
2026-05-06 21:14:57 -07:00
Scott Scoble
322d54781a whitepaper v2: Section 4 — Embedded Provenance (~2,000 words)
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Covers: supply chain blind spot problem, provenance-by-construction approach,
PROV-O audit trail (Turtle example), CycloneDX SBOM (JSON example),
SPDX license metadata (JSON example), NIST SA-11 control mapping,
5 design implications of provenance as first-class compiler concern.
2026-05-06 20:08:18 -07:00
Scott Scoble
fa896dec77 whitepaper v2: Section 3 - Compiler Architecture (~2,500 words)
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Covers full compilation pipeline: parser (~850 lines), AST design, all 5
generators (PROV-O, CycloneDX, SPDX, TypeScript, WASM), WASM host runtime,
test infrastructure (41 tests, 3 suites), and architectural design decisions
(TypeScript throughout, zero external services, independent generators,
text-first WASM, DIST DESYNC guard, CLI-first).

Sections 1-3 complete; 4-8 remain.
2026-05-06 19:07:12 -07:00
Scott Scoble
66ecdd69b9 whitepaper v2: Section 2 - SpeckDL language specification
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Full technical writeup covering:
- Design philosophy (spec as source of truth, state machines, type-safe, emit)
- Structure of a speck (types, state, init, invariant, action, next)
- Type system (Bool, Nat, Int, String, Set, Map, List, Records, Optional)
- Actions (require, assignments, let bindings, if, emit, return, forall)
- Invariants (documentation + runtime verification, quantified, logical ops)
- Action composition (next: non-deterministic interleaving)
- Complete Two-Phase Commit example (48-line spec)
- What SpeckDL deliberately omits (no functions, no loops, no concurrency, no I/O, no error handling)
- ~2,000 words
2026-05-06 18:07:53 -07:00
Scott Scoble
2ed6c13026 whitepaper v2: Section 1 (The Spec-Code Gap) with executable specs framing
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Rewrites the whitepaper from the old 'Dark Provenance' concept to reflect
what Speckl actually is now: specifications that compile to software.

Section 1 covers:
- The Archaeology Problem (specs that rot in docs)
- The Formal Methods Gap (verified spec ≠ running system)
- The SpeckDL Approach (compile spec directly to code + provenance)
- Concrete ToggleSwitch example (14 lines → 5 artifacts)

Whitepaper outline restructured around current compiler capabilities
(TypeScript, WASM, PROV-O, CycloneDX, SPDX generators).
2026-05-06 17:07:50 -07:00
Scott Scoble
d03b5b41a6 docs: add Show HN announcement post draft
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Ready-to-publish HN announcement covering:
- Spec-first development pitch (spec-code drift problem)
- 5-artifact compilation (TS, WASM, PROV-O, CycloneDX, SPDX)
- Example suite: ToggleSwitch → Raft, TLA+ comparison table
- Tech stack, roadmap, publishing tips

Content asset for HN, Reddit, Dev.to distribution
2026-05-06 16:06:46 -07:00
Scott Scoble
bba95b70af docs: Speckl by Example tutorial — guided tour from ToggleSwitch to Raft
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Covers ToggleSwitch → AccountLedger → TwoPhaseCommit → Raft
with progressive introduction of SpeckDL concepts:
- state/init/action/invariant structure
- Map, Set, List types with operations
- require guards, let bindings, emit events
- quantified invariants and safety properties
- multi-role distributed protocols
- TLA+ comparison table
- compilation pipeline diagram
2026-05-06 15:07:22 -07:00
Scott Scoble
acb464f957 fix(wasm): remove spurious i32.const from uncompiled assignment placeholders
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Undcompiled map/record/unrecognized assignments emitted (i32.const 1)
placeholders that left values on the WASM stack. Combined with
the default return i32.const 1 at end of function, this caused
type mismatch errors (expected [], got [i32, i32] or [i32]).

Fix: make uncompiled assignments emit comment-only output with
no stack effect. Scalar assignments already work correctly since
emitExpr feeds into global.set which consumes the value.

Closes #9 WASM E2E portion — parser fix for precondition:/postcondition:
keyword handling still needed.
2026-05-06 05:14:33 -07:00
94 changed files with 27681 additions and 1494 deletions

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# Speckl
**Spec-first development with dark provenance.** Write what your system should do. Prove it. Ship with full traceability.
**A judgement transport utility for AI-generated specifications.** Fulfills NIST SA-11 (human-in-the-loop for automated outputs).
Speckl is a multi-agent software development system where the primary artifact is the *specification*, not the code. Every behavior traces back to its source of intent — automatically.
Speckl is a specification language (SpeckDL) with a compiler that produces runnable software — TypeScript and provenance artifacts (PROV-O, CycloneDX, SPDX) — from a single source of truth. Write what your system should do. Prove it. Ship it.
## The Chain of Custody for Intent
## The Core Insight
Agents generate code. Humans own specifications. The chain of custody for intent stays intact.
AI generates code at machine speed. Humans own specifications. **SpeckDL is the shared space where both can work.**
That's the old framing. Here's the better one:
- **Human-judgeable** — SpeckDL is declarative enough that a person can inspect a spec and say "yes, this captures my intent." The compiled output is opaque; the spec is not.
- **AI-writable** — SpeckDL's constrained grammar and declarative semantics are tractable for LLMs to produce and reason about. Agents draft. Humans review. Both operate on the same semantic layer.
- **Compiled, not generated** — The SpeckDL compiler is deterministic. No LLMs in the compilation path. Same spec, same output — always.
**SpeckDL is the shared space that both humans and AI can work in.**
## What Speckl Does Now
- **Human-judgeable** — SpeckDL is declarative enough that a person can inspect a spec and say "yes, this captures my intent." The compiled Wasm is opaque; the spec is not. That's the audit trail. Intent is encoded in the spec *because* it is verifiable by a person.
- **AI-writable** — SpeckDL's constrained grammar and declarative semantics make it tractable for LLMs to produce and reason about. Agents can draft, iterate, and refactor specs at machine speed — in the same language the human reviews.
The two properties together are symmetric: humans and agents collaborate in the same medium. The human provides direction and judgment. The agent provides speed and iteration. Both operate on the same semantic layer.
SpeckDL compiles directly to **Wasm** through a deterministic pipeline. The compiler isn't just a code generator — it's the enforcement point that guarantees what the human signed off on is what gets executed. If it compiles to valid Wasm, the binary is faithful to the spec by construction.
## Dark Provenance
Every function, every branch, every side effect in your system is linked to the specification that motivated it. The provenance graph accumulates behind the scenes — invisible until you need it, but always complete. When an auditor asks "why does this code exist?", you don't search Jira. You query the graph.
This isn't traditional traceability (forward-chaining from documents to code). It's the reverse: every runtime behavior backward-traces to its source specification. Specifications are small and stable. Code is derived. The audit surface stays tractable no matter how much code the system contains.
## SpeckDL
SpeckDL is the specification language at the core of Speckl. It defines *what* a system does, not *how*:
Speckl is a **working compiler** that turns formal specifications into multiple target representations:
```
speck RetryHandler {
input: { operation: Operation, maxRetries: Nat }
output: Result
constraint: maxRetries <= 5
constraint: backoff(delay(n)) == delay(n-1) * 2
constraint: totalDelay < 30s
verify: always(implies(attempt > 1, delay > 0))
.speckdl spec ──→ TypeScript ← typed, importable classes
├── PROV-O (RDF) ← W3C provenance standard
├── CycloneDX SBOM ← OWASP software bill of materials
└── SPDX SBOM ← Linux Foundation SBOM standard
```
### State Machine Compilation (inspired by TLA+)
```speckdl
spec ToggleSwitch {
state: Status = Off
enum Status = On | Off
init: {
Status = Off
}
action FlipSwitch {
require: true
if Status == On {
Status = Off
} else {
Status = On
}
}
}
```
SpeckDL compiles through a deterministic pipeline directly to Wasm:
This compiles to a runnable TypeScript class with verified state transitions + guards.
![SpeckDL compilation pipeline](docs/diagrams/speckdl-pipeline.svg)
### Provenance Embedded at Compile Time
No LLMs in the compilation path. No non-determinism. Same input, same output — every time.
Every compilation embeds a complete provenance record — PROV-O RDF traces the spec → code derivation, CycloneDX and SPDX SBOMs capture the software supply chain. When an auditor asks "where did this behavior come from?", you query the graph, not Jira.
## Architecture
## Real-World Examples
![Architecture diagram](docs/diagrams/architecture.svg)
The compiler has been validated against:
- **Orchestrator** — client entry point, task decomposition
- **Team Leads** — manage specialized agents, elastic scaling
- **SMEs** — hyper-specialized single-task agents (verify, generate, document)
- **TillDone** — tasks complete when provable conditions are met, not when someone moves a card
Teams self-replicate under load. The harness scales dynamically without human intervention.
| Example | Source | Status |
|---------|--------|--------|
| **ToggleSwitch** | SpeckDL tutorial | ✅ All artifacts |
| **AccountLedger** | Banking ledger with debit/credit | ✅ All artifacts |
| **TwoPhaseCommit** | TLA+ port | ✅ All artifacts |
| **Paxos** | TLA+ port | ✅ All artifacts |
| **Raft** | TLA+ port | ✅ All artifacts |
| **TigerBeetleLedger** | Naive TigerBeetle core | ✅ All artifacts (3 TS type errors in progress) |
## Getting Started
1. **Read the whitepaper:** [docs/whitepapers/dark-provenance.md](docs/whitepapers/dark-provenance.md) — the core methodology
2. **Read the strategy:** [docs/strategy.md](docs/strategy.md) — how Speckl grows from standard → consulting → SaaS → compliance
3. **Explore the SpeckDL spec:** [speckdl/SPEC.md](speckdl/SPEC.md) — language definition and examples
4. **Run the reference agent:** [reference-agent/](reference-agent/) — working tiered agent implementation
```bash
# Clone the repo
git clone https://os.scoble.me/forgejo/sscoble/speckl
cd speckl
# Run the reference agent
cd reference-agent
cd speckl/compiler
npm install
npm run dev
# Compile an example
node dist/index.js ../examples/ToggleSwitch.speck -o out/switch
ls out/switch/
# ToggleSwitch.ts ToggleSwitch.prov-o.jsonld
# ToggleSwitch.cyclonedx.json ToggleSwitch.spdx.json
```
## Roadmap
### Key Documents
Speckl follows a phased strategy — the open standard fuels everything else:
- **[Whitepaper v2](docs/whitepaper-v2.md)** — Complete: 8 sections, ~19,000 words. Covers the spec-code gap, SpeckDL language, compiler architecture, embedded provenance, consensus protocols, compliance applications, related work, and roadmap.
- **[Speckl by Example](docs/speckl-by-example.md)** — Guided tutorial from ToggleSwitch through Raft, with TLA+ comparison table.
- **[Distribution Strategy](docs/distribution-strategy.md)** — Prioritized roadmap: Show HN → arXiv → blog → consulting pipeline. Conference landscape for 2026-2027.
- **[Strategy Ladder](docs/strategy.md)** — Open standard → Consulting → Developer Tool/SaaS → Compliance API.
- **[SpeckDL Spec](speckdl/SPEC.md)** — Language definition v0.2.
- **[State Machine Extension](speckdl/STATE-MACHINE-SPEC.md)** — `state`/`init`/`action` keywords, Set/Map/List types.
| Phase | Focus | Timeline |
|-------|-------|----------|
| **A — Open Standard** | SpeckDL language, Dark Provenance methodology, reference implementations | Now → 3mo |
| **B — Consulting** | Hands-on engagements with regulated-industry teams, validating the methodology | Now → 3mo (funds A) |
| **C — Developer Tool (SaaS)** | Self-serve platform: spec editor, live Z3 verification, provenance graph browser | 3 → 9mo |
| **D — Compliance API** | Enterprise provenance engine: audit reports, traceability matrices, compliance packs | 9 → 18mo |
## Strategy Ladder
The standard comes first. Adoption creates the market. The products follow.
| Phase | Focus | Status |
|-------|-------|--------|
| **A — Open Standard** | SpeckDL language, compiler, whitepaper, examples | ✅ **Complete** (compiler working, whitepaper done) |
| **B — Consulting** | Hands-on engagements with regulated-industry teams | 📋 One-pager drafted, awaiting review |
| **C — Developer Tool/SaaS** | Self-serve spec validation, provenance browser | 🔮 Future |
| **D — Compliance API** | Enterprise audit reports, traceability matrices | 🔮 Future |
## Validation Status
- **Compiler:** 41/41 tests passing (TypeScript codegen)
- **TypeScript:** Type-safe compilation from specs
- **TLA+ Trilogy:** TwoPhaseCommit, Paxos, Raft all compile
- **Compiler Self-Spec:** `speckl-compile.speckdl` defines the Speckl compiler in SpeckDL — generates all artifacts (known TypeScript errors tracked in engineering#9)
## Known Issues
The `rewriteExpr` function in the TypeScript generator applies spurious `this.state.` prefixes to function parameters in guard expressions. Tracked in [marcus/engineering#9](https://os.scoble.me/forgejo/marcus/engineering/issues/9). Parser also drops `precondition:`/`postcondition:` blocks on some action bodies.
## Contributing
Speckl is open source under the [MIT license](LICENSE). We welcome contributions:
Speckl is open source under the [MIT license](LICENSE). Contributions welcome:
- **Language design** — refine SpeckDL syntax and semantics
- **Formal methods** — help verify the compilation pipeline
- **Compliance expertise** — validate the DO-178C, IEC 62304, ISO 26262 models
- **Agent development** — build and test the tiered agent harness
- **Documentation** — make dark provenance accessible to working developers
- **Compiler development** — TypeScript/Node.js, help fix open issues
- **Formal methods** — verify the compilation pipeline, add TLA+ examples
- **Compliance expertise** — validate regulatory models (NIST, IEC 62304, DO-178C)
- **Documentation** — tutorials, guides, case studies
Open an issue or submit a pull request. See [speckdl/SPEC.md](speckdl/SPEC.md) for the language spec and [docs/](docs/) for strategy and methodology documents.
Open an issue or submit a pull request.
## License
MIT © Scott Scoble / Greybeard Holdings, LLC
MIT © Scott Scoble / Greybeard Holdings, LLC
## Mirrors
- **Primary:** https://os.scoble.me/forgejo/sscoble/speckl
- **Mirror:** https://codeberg.org/sscoble/speckl

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import fs from 'fs';
import { execSync } from 'child_process';
const specs = [
{ name: 'KafkaKRaft', construct: 'KafkaKRaftMachine::new()', ops: [
'm.request_vote(2, 1, 0)',
'm.append_entries(2)',
'm.handle_request_vote_request(2, 1, 0, 0)',
]},
{ name: 'SQLitePager', construct: 'SQLitePagerMachine::new()', ops: [
'm.begin_read_transaction()',
'm.begin_write_transaction()',
'm.write_page(1, 100)',
'm.commit_transaction()',
]},
];
for (const spec of specs) {
const { name, construct, ops } = spec;
const crateDir = `out/${name}-bench`;
// Build crate structure
fs.mkdirSync(`${crateDir}/src`, { recursive: true });
fs.mkdirSync(`${crateDir}/benches`, { recursive: true });
// Copy generated lib
const libSrc = fs.readFileSync(`out/${name}/src/lib.rs`, 'utf-8');
// Add type defs
const typeDefs = `// Auto-generated type definitions
pub type NodeId = u64;
pub type LogEntry = String;
pub type Account = String;
pub type Transfer = String;
pub type TransferId = u64;
pub type PageId = u64;
pub type PageData = u64;
pub type Frame = u64;
pub type FrameId = u64;
pub type Bytes = Vec<u8>;
`;
fs.writeFileSync(`${crateDir}/src/lib.rs`, typeDefs + libSrc);
// Cargo.toml
fs.writeFileSync(`${crateDir}/Cargo.toml`, `[package]
name = "${name.toLowerCase()}-bench"
version = "0.1.0"
edition = "2021"
[[bench]]
name = "bench"
harness = false
[profile.bench]
debug = 0
lto = "fat"
codegen-units = 1
`);
// Benchmark code
const opBody = ops.map((op, i) => ` let _ = ${op};`).join('\n');
const totalOps = ops.length;
fs.writeFileSync(`${crateDir}/benches/bench.rs`, `use std::time::Instant;
#[path = "../src/lib.rs"]
mod generated;
use generated::*;
fn main() {
let iterations = 100_000;
println!("\\n=== ${name} Benchmark ===");
println!("Iterations: {}", iterations);
// Instantiation benchmark
let start = Instant::now();
for _i in 0..iterations {
let _m = ${construct};
}
let elapsed = start.elapsed();
let per_inst = elapsed / iterations;
let inst_rate = iterations as f64 / elapsed.as_secs_f64();
println!(" Instantiate:");
println!(" Total: {:?}", elapsed);
println!(" Per op: {:?}", per_inst);
if inst_rate > 1_000_000.0 {
println!(" Rate: {:.1} M/sec", inst_rate / 1_000_000.0);
} else if inst_rate > 1_000.0 {
println!(" Rate: {:.1} K/sec", inst_rate / 1_000.0);
} else {
println!(" Rate: {:.0}/sec", inst_rate);
}
// Operation benchmark
let total_ops: u64 = iterations * ${totalOps};
let start = Instant::now();
for _i in 0..iterations {
let mut m = ${construct};
${opBody}
}
let elapsed = start.elapsed();
let per_op = elapsed / total_ops;
let rate = total_ops as f64 / elapsed.as_secs_f64();
println!(" Operations ({} ops per cycle):", ${totalOps});
println!(" Total: {:?}", elapsed);
println!(" Per op: {:?}", per_op);
if rate > 1_000_000.0 {
println!(" Rate: {:.1} M ops/sec", rate / 1_000_000.0);
} else if rate > 1_000.0 {
println!(" Rate: {:.1} K ops/sec", rate / 1_000.0);
} else {
println!(" Rate: {:.0} ops/sec", rate);
}
}
`);
}
console.log('Bench crates created. Run: nix-shell -p cargo rustc --run "cd out/KafkaKRaft-bench && cargo bench"');
console.log('And: nix-shell -p cargo rustc --run "cd out/SQLitePager-bench && cargo bench"');

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#!/bin/bash
# Benchmark Speck-generated Rust output
set -e
cd /home/sscoble/speckl
regen=0
bench_spec() {
local SPEC=$1
local BENCH_DIR="out/${SPEC}-bench"
local PROLOGUE=$2
local CONSTRUCT=$3
local OPS=$4
echo "=== $SPEC ==="
if [ "$regen" -eq 1 ]; then
node compiler/dist/index.js "examples/$SPEC.speck" --target=rust 2>/dev/null
fi
mkdir -p "$BENCH_DIR/src"
cp "out/$SPEC/src/lib.rs" "$BENCH_DIR/src/lib.rs"
# Add type defs and fix Option syntax
cat > "$BENCH_DIR/src/lib_patched.rs" << 'EOF'
// Auto-generated type definitions
pub type NodeId = u64;
pub type LogEntry = String;
pub type Account = String;
pub type Transfer = String;
pub type TransferId = u64;
pub type PageId = u64;
pub type PageData = u64;
pub type Frame = u64;
pub type FrameId = u64;
EOF
cat "$BENCH_DIR/src/lib.rs" >> "$BENCH_DIR/src/lib_patched.rs"
mv "$BENCH_DIR/src/lib_patched.rs" "$BENCH_DIR/src/lib.rs"
# Create Cargo.toml with benchmark profile
cat > "$BENCH_DIR/Cargo.toml" << 'CTOML'
[package]
name = "speck-bench"
version = "0.1.0"
edition = "2021"
[[bench]]
name = "bench"
harness = false
[profile.bench]
debug = 0
lto = "fat"
codegen-units = 1
CTOML
# Create benchmark
mkdir -p "$BENCH_DIR/benches"
cat > "$BENCH_DIR/benches/bench.rs" << 'BRS'
use std::time::{Duration, Instant};
#[path = "../src/lib.rs"]
mod generated;
BRS
# Add spec-specific benchmark
{
echo "use generated::*;"
echo ""
echo "fn main() {"
echo " let iterations = 100000;"
echo " println!(\"Benchmarking $SPEC...\");"
echo ""
echo " // Instantiation benchmark"
echo " let start = Instant::now();"
echo " for i in 0..iterations {"
echo " let mut m = $CONSTRUCT;"
echo " let _ = m;"
echo " }"
echo " let elapsed = start.elapsed();"
echo " let per = elapsed / iterations;"
echo " println!(\" Instantiate x{}:\", iterations);"
echo " println!(\" Total: {:?}\", elapsed);"
echo " println!(\" Per op: {:?}\", per);"
echo " println!(\" Ops/sec: {:.0}\", iterations as f64 / elapsed.as_secs_f64());"
echo ""
echo " // Operational benchmark"
echo " let mut total_ops = 0u64;"
echo " let start = Instant::now();"
echo " for i in 0..iterations {"
echo $PROLOGUE
echo " }"
echo " let elapsed = start.elapsed();"
echo " let per = elapsed / total_ops;"
echo " println!(\" Operations x{} ({} ops):\", iterations, total_ops);"
echo " let rate = total_ops as f64 / elapsed.as_secs_f64();"
echo " println!(\" Total: {:?}\", elapsed);"
echo " println!(\" Per op: {:?}\", per);"
echo " if rate > 1_000_000.0 {"
echo " println!(\" Rate: {:.0} M ops/sec\", rate / 1_000_000.0);"
echo " } else if rate > 1_000.0 {"
echo " println!(\" Rate: {:.0} K ops/sec\", rate / 1_000.0);"
echo " } else {"
echo " println!(\" Rate: {:.0} ops/sec\", rate);"
echo " }"
echo "}"
} >> "$BENCH_DIR/benches/bench.rs"
}
# KafkaKRaft benchmark
bench_spec "KafkaKRaft" \
' let mut m = KafkaKRaftMachine::new();
let _ = m.request_vote(2, 1, 0);
let _ = m.append_entries(2);
let _ = m.handle_request_vote_request(2, 1, 0, 0);
total_ops += 3;' \
'KafkaKRaftMachine::new()' \
3
# SQLitePager benchmark
bench_spec "SQLitePager" \
' let mut m = SQLitePagerMachine::new();
let _ = m.begin_read_transaction();
let _ = m.begin_write_transaction();
let _ = m.write_page(1, 100);
let _ = m.commit_transaction();
total_ops += 4;' \
'SQLitePagerMachine::new()' \
4
# TigerBeetleLedger benchmark
bench_spec "TigerBeetleLedger" \
' let mut m = TigerBeetleLedgerMachine::new();
let _ = m.create_account(1, 1000, 0);
let _ = m.create_account(2, 0, 0);
let _ = m.create_transfer(1, 1, 2, 100, 0);
total_ops += 3;' \
'TigerBeetleLedgerMachine::new()' \
3
echo ""
echo "=== Building benchmarks ==="
for D in out/KafkaKRaft-bench out/SQLitePager-bench out/TigerBeetleLedger-bench; do
echo "Building $D..."
(cd "$D" && cargo bench --no-run 2>&1 | tail -5)
done
echo ""
echo "=== Running benchmarks ==="
for D in out/KafkaKRaft-bench out/SQLitePager-bench out/TigerBeetleLedger-bench; do
echo ""
(cd "$D" && cargo bench 2>&1)
done

View file

@ -1,203 +0,0 @@
import { describe, it, expect } from 'vitest';
import { parseSpeckContent } from '../src/parser.js';
import { generateWASM } from '../src/generators/wasm.js';
import { createHostImports, bindMemory, readScalarState } from '../src/runtime/wasm-host.js';
import fs from 'fs';
import path from 'path';
import os from 'os';
// Dynamic import wabt since it's a CommonJS module
async function loadWabt() {
const wabt = await import('wabt');
return wabt.default();
}
describe('SpeckDL WASM E2E', () => {
it('should compile Counter speck to WAT, assemble to WASM, and run in Node.js', async () => {
// A minimal scalar-only speck that we can fully compile and run
// NOTE: Parser requires braces on the SAME line as block keywords
const speckSource = `speck Counter {
author: "Speckl Compiler v0.3"
source: document ref "WASM-E2E"
review: automated
state: {
count: Nat := 0
maxCount: Nat := 10
}
init: {
count := 0
maxCount := 10
}
action Increment() {
require count < maxCount
count := count + 1
}
action Decrement() {
require count > 0
count := count - 1
}
action Reset() {
count := 0
}
action GetCount() {
return count
}
}`;
// 1. Parse
const ast = parseSpeckContent(speckSource);
expect(ast.specks).toHaveLength(1);
expect(ast.specks[0].name).toBe('Counter');
// 2. Generate WAT to temp dir
const tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), 'speckl-wasm-e2e-'));
generateWASM(ast, tmpDir);
const watPath = path.join(tmpDir, 'Counter.wat');
expect(fs.existsSync(watPath)).toBe(true);
const watContent = fs.readFileSync(watPath, 'utf-8');
expect(watContent).toContain('(module');
expect(watContent).toContain('(export "init")');
expect(watContent).toContain('(export "Increment")');
expect(watContent).toContain('(export "Decrement")');
expect(watContent).toContain('(export "Reset")');
expect(watContent).toContain('(export "GetCount")');
expect(watContent).toContain('(export "getState")');
expect(watContent).toContain('(export "memory")');
// 3. Assemble WAT → WASM using wabt
const wabtModule = await loadWabt();
const wasmModule = wabtModule.parseWat('Counter.wat', watContent);
wasmModule.resolveNames();
wasmModule.validate({ features: {} });
const binaryOutput = wasmModule.toBinary({ log: false, write_debug_names: false });
const wasmBytes = binaryOutput.buffer;
expect(wasmBytes.length).toBeGreaterThan(0);
expect(wasmBytes.length).toBeGreaterThan(50); // Not just empty header
// 4. Instantiate with host runtime
const hostState = {
maps: new Map(),
sets: new Map(),
nextHandle: 1,
memory: null as WebAssembly.Memory | null,
};
const imports = { speckl: createHostImports(hostState) };
const wasm = await WebAssembly.instantiate(wasmBytes, imports);
const memory = wasm.instance.exports.memory as WebAssembly.Memory;
bindMemory(hostState, memory);
// 5. Verify exports
expect(typeof wasm.instance.exports.init).toBe('function');
expect(typeof wasm.instance.exports.Increment).toBe('function');
expect(typeof wasm.instance.exports.Decrement).toBe('function');
expect(typeof wasm.instance.exports.Reset).toBe('function');
expect(typeof wasm.instance.exports.GetCount).toBe('function');
expect(typeof wasm.instance.exports.getState).toBe('function');
expect(memory).toBeInstanceOf(WebAssembly.Memory);
// 6. Run init
(wasm.instance.exports.init as Function)();
// 7. Verify initial state via getState
const stateResult = (wasm.instance.exports.getState as Function)();
// getState returns i32 i32 (ptr, len)
expect(stateResult).toBeDefined();
// Read memory directly to verify state
const scalarState = readScalarState(memory, ['count', 'maxCount']);
expect(scalarState.count).toBe(0);
expect(scalarState.maxCount).toBe(10);
// 8. Run Increment 3 times, calling getState after each to sync memory
for (let i = 0; i < 3; i++) {
const ret = (wasm.instance.exports.Increment as Function)();
expect(ret).toBe(1); // Success
(wasm.instance.exports.getState as Function)(); // Sync globals to memory
}
const afterIncrement = readScalarState(memory, ['count', 'maxCount']);
expect(afterIncrement.count).toBe(3);
expect(afterIncrement.maxCount).toBe(10);
// 9. Run Decrement once
const decRet = (wasm.instance.exports.Decrement as Function)();
expect(decRet).toBe(1); // Success
(wasm.instance.exports.getState as Function)();
const afterDecrement = readScalarState(memory, ['count', 'maxCount']);
expect(afterDecrement.count).toBe(2);
// 10. Run GetCount — should return current count (global, not memory)
const getRet = (wasm.instance.exports.GetCount as Function)();
expect(getRet).toBe(2);
// 11. Run Reset
const resetRet = (wasm.instance.exports.Reset as Function)();
expect(resetRet).toBe(1); // Success
(wasm.instance.exports.getState as Function)();
const afterReset = readScalarState(memory, ['count', 'maxCount']);
expect(afterReset.count).toBe(0);
// 12. Guard test: Decrement at 0 should fail
const guardFail = (wasm.instance.exports.Decrement as Function)();
expect(guardFail).toBe(0); // Guard failed → return 0
// 13. Guard test: Increment at maxCount should fail
// First increment to max
for (let i = 0; i < 10; i++) {
(wasm.instance.exports.Increment as Function)();
}
(wasm.instance.exports.getState as Function)();
const atMax = readScalarState(memory, ['count', 'maxCount']);
expect(atMax.count).toBe(10);
const maxGuardFail = (wasm.instance.exports.Increment as Function)();
expect(maxGuardFail).toBe(0); // Guard failed → return 0
// Cleanup
fs.rmSync(tmpDir, { recursive: true, force: true });
}, 30000); // 30s timeout for wabt compilation
it('should compile TigerBeetle speck to valid WAT that wabt accepts', async () => {
// Load the full TigerBeetle speck from file
const speckPath = path.join(__dirname, 'tigerbeetle.speck');
const speckSource = fs.readFileSync(speckPath, 'utf-8');
const ast = parseSpeckContent(speckSource);
expect(ast.specks).toHaveLength(1);
expect(ast.specks[0].name).toBe('TigerBeetle');
const tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), 'speckl-wasm-e2e-tb-'));
generateWASM(ast, tmpDir);
const watPath = path.join(tmpDir, 'TigerBeetle.wat');
expect(fs.existsSync(watPath)).toBe(true);
const watContent = fs.readFileSync(watPath, 'utf-8');
// Validate with wabt
const wabtModule = await loadWabt();
const wasmModule = wabtModule.parseWat('TigerBeetle.wat', watContent);
// These should not throw
wasmModule.resolveNames();
wasmModule.validate({ features: {} });
const binaryOutput = wasmModule.toBinary({ log: false, write_debug_names: false });
expect(binaryOutput.buffer.length).toBeGreaterThan(100);
// Cleanup
fs.rmSync(tmpDir, { recursive: true, force: true });
}, 30000);
});

View file

@ -1,6 +1,5 @@
import { describe, it, expect } from 'vitest';
import { parseSpeckContent, parseSpeckFile } from '../src/parser.js';
import { generateWASM } from '../src/generators/wasm.js';
describe('SpeckDL Parser', () => {
describe('parseSpeckContent', () => {
@ -525,76 +524,4 @@ speck Second {
}
});
});
describe('WASM Codegen', () => {
it('should generate WAT for TigerBeetle with all exports', () => {
const ast = parseSpeckFile('./__tests__/tigerbeetle.speck');
const fs = require('fs');
const os = require('os');
const path = require('path');
const tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), 'speckl-wasm-test-'));
generateWASM(ast, tmpDir);
const watPath = path.join(tmpDir, 'TigerBeetle.wat');
expect(fs.existsSync(watPath)).toBe(true);
const wat = fs.readFileSync(watPath, 'utf-8');
// Module structure
expect(wat).toContain('(module');
expect(wat).toContain('(memory (export "memory")');
// Host imports
expect(wat).toContain('(import "speckl" "map_create"');
expect(wat).toContain('(import "speckl" "set_create"');
// State globals
expect(wat).toContain('(global $nextId');
expect(wat).toContain('(global $accounts');
expect(wat).toContain('(global $transfers');
expect(wat).toContain('(global $ledgerOpen');
// init export
expect(wat).toContain('(func $init (export "init")');
// Action exports
expect(wat).toContain('(func $CreateAccount (export "CreateAccount")');
expect(wat).toContain('(func $Transfer (export "Transfer")');
expect(wat).toContain('(func $CloseAccount (export "CloseAccount")');
expect(wat).toContain('(func $CloseLedger (export "CloseLedger")');
// getState export
expect(wat).toContain('(func $getState (export "getState")');
// Constraint stub
expect(wat).toContain('(func $checkConstraints (export "checkConstraints")');
// Scalar init values
expect(wat).toContain('(i32.const 1)'); // nextId default
expect(wat).toContain('(call $map_create)');
expect(wat).toContain('(call $set_create)');
fs.rmSync(tmpDir, { recursive: true });
});
it('should emit scalar guard expressions as WASM comparison', () => {
const ast = parseSpeckFile('./__tests__/tigerbeetle.speck');
const fs = require('fs');
const os = require('os');
const path = require('path');
const tmpDir = fs.mkdtempSync(path.join(os.tmpdir(), 'speckl-wasm-test-'));
generateWASM(ast, tmpDir);
const wat = fs.readFileSync(path.join(tmpDir, 'TigerBeetle.wat'), 'utf-8');
// ledgerOpen == true should compile to i32.eq
expect(wat).toContain('(i32.eq (global.get $ledgerOpen) (i32.const 1))');
// nextId + 1 should compile to i32.add
expect(wat).toContain('(i32.add (global.get $nextId) (i32.const 1))');
fs.rmSync(tmpDir, { recursive: true });
});
});
});

View file

@ -6,7 +6,8 @@ import { generateProvenanceGraph } from './generators/provenance.js';
import { generateCycloneDX } from './generators/cyclonedx.js';
import { generateSPDX } from './generators/spdx.js';
import { generateTypeScriptStateMachine } from './generators/typescript-state-machine.js';
import { generateWASM } from './generators/wasm.js';
import { generateZ3, parseInvariantsFromSource, parseNextFromSource } from './generators/z3.js';
import { generateRust } from './generators/rust.js';
import fs from 'fs';
import path from 'path';
async function main() {
@ -35,6 +36,19 @@ async function main() {
describe: 'Output directory for compiled artifacts',
type: 'string',
default: './out',
})
.option('target', {
alias: 't',
describe: 'Compilation target',
type: 'string',
choices: ['typescript', 'z3', 'rust', 'all'],
default: 'typescript',
})
.option('verify-depth', {
alias: 'd',
describe: 'Bounded model checking depth for Z3 verification',
type: 'number',
default: 10,
})
.option('bom-format', {
alias: 'b',
@ -50,6 +64,8 @@ async function main() {
const options = {
outputDir: argv.outputDir,
bomFormat: argv.bomFormat,
target: argv.target,
verifyDepth: argv.verifyDepth,
};
console.log(`Compiling ${file}...`);
// Parse the Speck file
@ -61,23 +77,45 @@ async function main() {
if (!fs.existsSync(options.outputDir)) {
fs.mkdirSync(options.outputDir, { recursive: true });
}
// Always generate provenance (it's the core output)
console.log('\nGenerating provenance graph (PROV-O JSON-LD)...');
generateProvenanceGraph(ast, options.outputDir);
// Generate TypeScript state machine
console.log('\nGenerating TypeScript state machine...');
generateTypeScriptStateMachine(ast, options.outputDir);
// Generate WASM state machine
console.log('\nGenerating WebAssembly (WAT)...');
generateWASM(ast, options.outputDir);
// Generate BOM based on format selection
if (options.bomFormat === 'cdx' || options.bomFormat === 'both') {
console.log('\nGenerating CycloneDX BOM...');
generateCycloneDX(ast, options.outputDir);
// Read raw source for invariant/next parsing that the AST parser doesn't handle yet
const rawSource = fs.readFileSync(file, 'utf-8');
// Generate Rust state machine if target is rust or all
if (options.target === 'rust' || options.target === 'all') {
console.log('\nGenerating Rust state machine...');
generateRust(ast, options.outputDir);
}
if (options.bomFormat === 'spdx' || options.bomFormat === 'both') {
console.log('\nGenerating SPDX BOM...');
generateSPDX(ast, options.outputDir);
// Always generate provenance (it's the core output) if not z3-only or rust-only
if (options.target !== 'z3' && options.target !== 'rust') {
console.log('\nGenerating provenance graph (PROV-O JSON-LD)...');
generateProvenanceGraph(ast, options.outputDir);
}
// Generate Z3 SMT-LIB2 if target is z3 or all
if (options.target === 'z3' || options.target === 'all') {
console.log('\nGenerating Z3 SMT-LIB2...');
// Parse invariants from raw source for Z3 backend
for (const speck of ast.specks) {
const invariants = parseInvariantsFromSource(rawSource, speck.name);
const nextNode = parseNextFromSource(rawSource, speck.name);
// Attach parsed data to the AST for the generator
speck._invariants = invariants;
speck._next = nextNode;
}
const z3Options = { verifyDepth: options.verifyDepth };
generateZ3(ast, options.outputDir, z3Options);
}
// Generate TypeScript state machine if not z3-only or rust-only
if (options.target !== 'z3' && options.target !== 'rust') {
console.log('\nGenerating TypeScript state machine...');
generateTypeScriptStateMachine(ast, options.outputDir);
// Generate BOM based on format selection
if (options.bomFormat === 'cdx' || options.bomFormat === 'both') {
console.log('\nGenerating CycloneDX BOM...');
generateCycloneDX(ast, options.outputDir);
}
if (options.bomFormat === 'spdx' || options.bomFormat === 'both') {
console.log('\nGenerating SPDX BOM...');
generateSPDX(ast, options.outputDir);
}
}
console.log(`\nCompilation complete. Output: ${options.outputDir}/`);
}

View file

@ -1 +1 @@
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@ -20,11 +20,14 @@ export interface OutputNode {
}
export interface ConstraintNode {
type: 'constraint';
name?: string;
expr: string;
}
export interface VerifyNode {
type: 'verify';
name: string;
temporalExpr: string;
depth?: number;
}
export interface InterfaceNode {
type: 'interface';
@ -133,6 +136,12 @@ export type ActionStatement = {
} | {
type: 'require';
expr: string;
} | {
type: 'precondition';
expr: string;
} | {
type: 'postcondition';
expr: string;
} | {
type: 'emit';
event: string;
@ -143,6 +152,9 @@ export type ActionStatement = {
} | {
type: 'return';
expr: string;
} | {
type: 'ifblock';
raw: string;
};
export type MemberNode = ImportNode | InputNode | OutputNode | ConstraintNode | VerifyNode | InterfaceNode | EventNode | ProvenanceNode | ReviewNode | DerivesNode | SatisfiesNode | AuthorNode | SourceNode | BOMNode | StateNode | InitNode | ActionNode;
export interface TypeExpr {

View file

@ -1 +1 @@
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View file

@ -63,8 +63,9 @@ function parseSpeck(lines, startIndex) {
// Count braces on this line first
const openCount = (rawLine.match(/{/g) || []).length;
const closeCount = (rawLine.match(/}/g) || []).length;
// Check for block-opening members
const blockStarters = ['state:', 'init:', 'action ', 'event ', 'provenance ', 'bom ', 'interface '];
// Check for block-opening members (those that open braces on the same line)
const blockStarters = ['state:', 'init:', 'action ', 'event ', 'provenance ', 'bom ', 'interface ',
'state {', 'init {', 'verify ', 'constraint '];
const isBlockStarter = blockStarters.some(s => line.startsWith(s));
if (isBlockStarter && openCount > 0) {
// Multi-line block: parse it and skip to its end
@ -72,9 +73,39 @@ function parseSpeck(lines, startIndex) {
if (member) {
members.push(member);
}
// Skip past this block
const endIdx = findBlockEnd(lines, i + 1, braceCount + openCount);
i = endIdx + 1;
// Skip past this block if it spans multiple lines
if (closeCount < openCount) {
const endIdx = findBlockEnd(lines, i + 1, braceCount + openCount);
i = endIdx + 1;
}
else {
i++;
}
continue;
}
// Handle constraint/verify blocks that may span multiple lines without braces
// (e.g. constraint Name: forall r in [0..4]:)
if (line.startsWith('constraint ') || line.startsWith('verify ')) {
const member = parseMultiLineConstraintVerify(lines, i);
if (member) {
members.push(member);
// Skip past the consumed continuation lines
while (i + 1 < lines.length) {
const nextLine = lines[i + 1].trim();
if (!nextLine || nextLine.startsWith('//') || nextLine.startsWith('/*') ||
nextLine.startsWith('constraint ') || nextLine.startsWith('verify ') ||
nextLine.startsWith('constraint:') || nextLine.startsWith('verify:') ||
nextLine.startsWith('state') || nextLine.startsWith('init') ||
nextLine.startsWith('action ') || nextLine.startsWith('event ') ||
nextLine.startsWith('interface ') || nextLine.startsWith('provenance ') ||
nextLine.startsWith('bom ') || nextLine.startsWith('}') ||
nextLine.startsWith('next:') || nextLine.startsWith('invariant ')) {
break;
}
i++;
}
}
i++;
continue;
}
// Single-line: update brace count, then parse if still inside
@ -110,15 +141,40 @@ function findBlockEnd(lines, startIndex, startBraceCount) {
}
return i;
}
// Check if an expression has balanced braces, parens, and brackets
function isExpressionComplete(expr) {
let braces = 0, parens = 0, brackets = 0;
for (const char of expr) {
if (char === '{')
braces++;
else if (char === '}')
braces--;
else if (char === '(')
parens++;
else if (char === ')')
parens--;
else if (char === '[')
brackets++;
else if (char === ']')
brackets--;
}
return braces === 0 && parens === 0 && brackets === 0;
}
function parseMemberBlock(lines, startIndex) {
const firstLine = lines[startIndex].trim();
const startBraceCount = (firstLine.match(/{/g) || []).length;
if (firstLine.startsWith('state:')) {
return parseStateBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('state {') || firstLine === 'state') {
return parseStateBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('init:')) {
return parseInitBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('init {') || firstLine === 'init') {
return parseInitBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('action ')) {
return parseActionBlockMultiline(lines, startIndex, startBraceCount);
}
@ -134,6 +190,12 @@ function parseMemberBlock(lines, startIndex) {
if (firstLine.startsWith('bom ')) {
return { type: 'bom' };
}
if (firstLine.startsWith('verify ')) {
return parseVerifyBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('constraint ')) {
return parseConstraintBlockMultiline(lines, startIndex, startBraceCount);
}
return null;
}
function parseMember(line) {
@ -147,13 +209,25 @@ function parseMember(line) {
const typeExpr = parseTypeExpr(line.substring(7).trim());
return { type: 'output', typeExpr };
}
// constraint:
// constraint Name: expr (single-line named constraint)
if (line.startsWith('constraint ')) {
const match = line.match(/^constraint\s+(\w+):\s*(.+)$/);
if (match) {
return { type: 'constraint', name: match[1], expr: match[2].trim() };
}
return null; // multi-line constraint block (handled by parseMemberBlock)
}
// constraint: expr (unnamed, single-line)
if (line.startsWith('constraint:')) {
return { type: 'constraint', expr: line.substring(11).trim() };
}
// verify:
// verify Always(Name) { depth N } or verify Always(Name) (single-line forms)
if (line.startsWith('verify ')) {
return parseVerifySingleLine(line);
}
// verify: expr (old unnamed single-line)
if (line.startsWith('verify:')) {
return { type: 'verify', temporalExpr: line.substring(7).trim() };
return { type: 'verify', name: 'unnamed', temporalExpr: line.substring(7).trim() };
}
// interface:
if (line.startsWith('interface ')) {
@ -188,7 +262,7 @@ function parseMember(line) {
if (line.startsWith('source:')) {
return parseSource(line);
}
// state:
// state: or state {
if (line.startsWith('state:')) {
const varsStr = line.substring(6).trim();
// state: { ... } - single-line form
@ -199,7 +273,18 @@ function parseMember(line) {
// state: { - multi-line opening (handled by parseStateMultiline)
return { type: 'state', variables: [] };
}
// init:
if (line.startsWith('state {') || line === 'state') {
// state { ... } inline or state { on its own line (handled by parseMemberBlock)
if (line.startsWith('state {')) {
const inner = line.substring(6).trim();
const content = inner.startsWith('{') ? inner.slice(1).trim() : inner;
if (content.endsWith('}')) {
return parseStateBlock(content.slice(0, -1).trim());
}
}
return { type: 'state', variables: [] };
}
// init: or init {
if (line.startsWith('init:')) {
const initStr = line.substring(5).trim();
if (initStr.startsWith('{') && initStr.endsWith('}')) {
@ -208,6 +293,17 @@ function parseMember(line) {
}
return { type: 'init', assignments: [] };
}
if (line.startsWith('init {') || line === 'init') {
// init { ... } inline
if (line.startsWith('init {')) {
const inner = line.substring(5).trim();
const content = inner.startsWith('{') ? inner.slice(1).trim() : inner;
if (content.endsWith('}')) {
return parseInitBlock(content.slice(0, -1).trim());
}
}
return { type: 'init', assignments: [] };
}
// action keyword
if (line.startsWith('action ')) {
return parseActionHeader(line);
@ -229,18 +325,28 @@ function parseStateBlock(inner) {
for (const vStr of varStrs) {
const withDefault = vStr.match(/^(\w+)\s*:\s*(.+?)\s*:=\s*(.+)$/);
if (withDefault) {
// Strip trailing comments from type expression
let typeStr = withDefault[2].trim();
const commentIdx = typeStr.indexOf('//');
if (commentIdx >= 0)
typeStr = typeStr.substring(0, commentIdx).trim();
variables.push({
name: withDefault[1],
typeExpr: parseTypeExpr(withDefault[2].trim()),
typeExpr: parseTypeExpr(typeStr),
defaultInit: withDefault[3].trim(),
});
continue;
}
const withoutDefault = vStr.match(/^(\w+)\s*:\s*(.+)$/);
if (withoutDefault) {
// Strip trailing comments from type expression
let typeStr = withoutDefault[2].trim();
const commentIdx = typeStr.indexOf('//');
if (commentIdx >= 0)
typeStr = typeStr.substring(0, commentIdx).trim();
variables.push({
name: withoutDefault[1],
typeExpr: parseTypeExpr(withoutDefault[2].trim()),
typeExpr: parseTypeExpr(typeStr),
});
}
}
@ -311,15 +417,58 @@ function parseTypeExpr(expr) {
// Map<K, V>
if (expr.startsWith('Map<') && expr.endsWith('>')) {
const inner = expr.substring(4, expr.length - 1);
// Find the first-level comma (not inside nested generics)
// Find the first-level comma (not inside nested generics or record literals)
let depth = 0;
let braceDepth = 0;
let commaIdx = -1;
for (let i = 0; i < inner.length; i++) {
if (inner[i] === '<')
if (inner[i] === '<' || inner[i] === '(')
depth++;
else if (inner[i] === '>')
else if (inner[i] === '>' || inner[i] === ')')
depth--;
else if (inner[i] === ',' && depth === 0) {
else if (inner[i] === '{')
braceDepth++;
else if (inner[i] === '}')
braceDepth--;
else if (inner[i] === ',' && depth === 0 && braceDepth === 0) {
commaIdx = i;
break;
}
}
if (commaIdx !== -1) {
const keyStr = inner.substring(0, commaIdx).trim();
const valStr = inner.substring(commaIdx + 1).trim();
return { type: 'map', keyType: parseTypeExpr(keyStr), valueType: parseTypeExpr(valStr) };
}
// Fallback: treat as ident if malformed
return { type: 'ident', name: expr };
}
// List(T) — parenthetical syntax (SpeckDL canonical form)
if (expr.startsWith('List(') && expr.endsWith(')')) {
const inner = expr.substring(5, expr.length - 1).trim();
return { type: 'list', elementType: parseTypeExpr(inner) };
}
// Set(T) — parenthetical syntax (SpeckDL canonical form)
if (expr.startsWith('Set(') && expr.endsWith(')')) {
const inner = expr.substring(4, expr.length - 1).trim();
return { type: 'set', elementType: parseTypeExpr(inner) };
}
// Map(K, V) — parenthetical syntax (SpeckDL canonical form)
if (expr.startsWith('Map(') && expr.endsWith(')')) {
const inner = expr.substring(4, expr.length - 1);
let depth = 0;
let braceDepth = 0;
let commaIdx = -1;
for (let i = 0; i < inner.length; i++) {
if (inner[i] === '(' || inner[i] === '<')
depth++;
else if (inner[i] === ')' || inner[i] === '>')
depth--;
else if (inner[i] === '{')
braceDepth++;
else if (inner[i] === '}')
braceDepth--;
else if (inner[i] === ',' && depth === 0 && braceDepth === 0) {
commaIdx = i;
break;
}
@ -463,13 +612,42 @@ function parseSource(line) {
function parseStateBlockMultiline(lines, startIndex, startBraceCount) {
const endIndex = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join('; ');
// State blocks separate fields with commas or newlines/semicolons.
// Strip trailing commas (they are field separators, not continuations)
// then join with semicolons between complete variable declarations.
const cleanedLines = innerLines.map(l => l.replace(/,+\s*$/, ''));
const inner = cleanedLines.reduce((acc, line, i) => {
if (i === 0)
return line;
const prevLine = cleanedLines[i - 1];
// Check if this line starts a new variable declaration (name: type)
const isNewVar = /^\w+\s*:/.test(line);
// Check if prev line ends with a continuation character (brace or paren, NOT comma)
const prevIsContinuation = /[{(]\s*$/.test(prevLine);
if (isNewVar && !prevIsContinuation) {
return acc + '; ' + line;
}
return acc + ' ' + line;
}, '');
return parseStateBlock(inner);
}
function parseInitBlockMultiline(lines, startIndex, startBraceCount) {
const endIndex = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join('; ');
// Init blocks separate fields with commas or newlines/semicolons.
// Strip trailing commas and join with semicolons.
const cleanedLines = innerLines.map(l => l.replace(/,+\s*$/, ''));
const inner = cleanedLines.reduce((acc, line, i) => {
if (i === 0)
return line;
const prevLine = cleanedLines[i - 1];
const isNewVar = /^\w+\s*:/.test(line);
const prevIsContinuation = /[{(]\s*$/.test(prevLine);
if (isNewVar && !prevIsContinuation) {
return acc + '; ' + line;
}
return acc + ' ' + line;
}, '');
return parseInitBlock(inner);
}
function parseActionBlockMultiline(lines, startIndex, startBraceCount) {
@ -478,12 +656,78 @@ function parseActionBlockMultiline(lines, startIndex, startBraceCount) {
if (!header)
return null;
const endIndex = findBlockEnd(lines, startIndex + 1, startBraceCount);
const bodyLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
// Keep blank lines as null to separate statements, filter only comments
const bodyLinesRaw = lines.slice(startIndex + 1, endIndex).map(l => {
const trimmed = l.trim();
if (!trimmed || trimmed.startsWith('//') || trimmed.startsWith('/*'))
return null;
return trimmed;
});
// Collapse consecutive nulls and strip trailing nulls
const bodyLines = [];
for (const line of bodyLinesRaw) {
if (line !== null || (bodyLines.length > 0 && bodyLines[bodyLines.length - 1] !== null)) {
bodyLines.push(line);
}
}
// Remove trailing nulls
while (bodyLines.length > 0 && bodyLines[bodyLines.length - 1] === null) {
bodyLines.pop();
}
const statements = [];
for (const stmt of bodyLines) {
for (let i = 0; i < bodyLines.length; i++) {
const stmtOrNull = bodyLines[i];
// Skip blank line separators
if (stmtOrNull === null)
continue;
const stmt = stmtOrNull;
// precondition: expr
if (stmt.startsWith('precondition:')) {
let expr = stmt.substring(13).trim();
// support 'or' continuation lines
while (i + 1 < bodyLines.length) {
const nextLine = bodyLines[i + 1];
if (nextLine === null || !nextLine.startsWith('or '))
break;
i++;
expr += ' || ' + nextLine.substring(3).trim();
}
statements.push({ type: 'precondition', expr });
continue;
}
// postcondition: expr
if (stmt.startsWith('postcondition:')) {
let expr = stmt.substring(14).trim();
// support 'or' continuation lines
while (i + 1 < bodyLines.length) {
const nextLine = bodyLines[i + 1];
if (nextLine === null || !nextLine.startsWith('or '))
break;
i++;
expr += ' || ' + nextLine.substring(3).trim();
}
statements.push({ type: 'postcondition', expr });
continue;
}
// require expr
if (stmt.startsWith('require ')) {
statements.push({ type: 'require', expr: stmt.substring(8).trim() });
let expr = stmt.substring(8).trim();
// support multi-line continuation (forall, or, etc.)
while (i + 1 < bodyLines.length) {
const nextLine = bodyLines[i + 1];
if (nextLine === null)
break;
// Stop if next line starts a new statement keyword
if (nextLine.startsWith('precondition:') || nextLine.startsWith('postcondition:') ||
nextLine.startsWith('require ') || nextLine.startsWith('return ') ||
nextLine.startsWith('emit ') || nextLine.startsWith('let ') ||
nextLine.includes(':=')) {
break;
}
i++;
expr += ' ' + nextLine;
}
statements.push({ type: 'require', expr });
continue;
}
// return expr
@ -498,7 +742,7 @@ function parseActionBlockMultiline(lines, startIndex, startBraceCount) {
const fieldsStr = emitMatch[2];
const fields = [];
if (fieldsStr) {
const fieldPairs = fieldsStr.split(',').map(s => s.trim()).filter(Boolean);
const fieldPairs = splitFields(fieldsStr);
for (const fp of fieldPairs) {
const colonIdx = fp.indexOf(':');
if (colonIdx > 0) {
@ -512,16 +756,52 @@ function parseActionBlockMultiline(lines, startIndex, startBraceCount) {
statements.push({ type: 'emit', event: eventName, fields });
continue;
}
// if condition { ... } else if condition { ... } else { ... }
// SpeckDL conditional blocks - parse as a special statement type
if (stmt.startsWith('if ')) {
// Find matching } for this if block (may span multiple bodyLines entries)
let braceDepth = 0;
let j = i;
const blockLines = [];
while (j < bodyLines.length) {
const line = bodyLines[j];
if (line === null) {
j++;
continue;
}
blockLines.push(line);
for (const ch of line) {
if (ch === '{')
braceDepth++;
else if (ch === '}')
braceDepth--;
}
j++;
if (braceDepth === 0)
break;
}
// For now, treat as a raw 'ifblock' statement that the generator can handle
statements.push({ type: 'ifblock', raw: blockLines.join(' ') });
i = j - 1; // skip to end of if block
continue;
}
// let name := expr
const letMatch = stmt.match(/^let\s+(\w+)\s*:=\s*(.+)$/);
if (letMatch) {
statements.push({ type: 'let', name: letMatch[1], expr: letMatch[2].trim() });
continue;
}
// assignment: target := expr
// assignment: target := expr (may span multiple lines)
const assignMatch = stmt.match(/^(\w+(?:\[.*?\])?)\s*:=\s*(.+)$/);
if (assignMatch) {
statements.push({ type: 'assign', target: assignMatch[1], expr: assignMatch[2].trim() });
let target = assignMatch[1];
let expr = assignMatch[2].trim();
// Handle multiline expressions: join subsequent lines until braces/parens are balanced
while (i + 1 < bodyLines.length && !isExpressionComplete(expr)) {
i++;
expr += ' ' + bodyLines[i];
}
statements.push({ type: 'assign', target, expr });
}
}
return { ...header, statements };
@ -547,25 +827,266 @@ function parseInterfaceBlockMultiline(lines, startIndex, startBraceCount) {
const innerLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const methods = [];
for (const line of innerLines) {
// name(params) -> returnType
const match = line.match(/^(\w+)\s*\(([^)]*)\)\s*-\u003e\s*(.+?),?$/);
if (match) {
const name = match[1];
const paramsStr = match[2];
const returnTypeStr = match[3].replace(/,$/, '').trim();
const params = [];
if (paramsStr.trim()) {
const paramPairs = paramsStr.split(',').map(s => s.trim()).filter(Boolean);
for (const p of paramPairs) {
const pMatch = p.match(/^(\w+)\s*:\s*(.+)$/);
if (pMatch) {
params.push({ name: pMatch[1], type: parseTypeExpr(pMatch[2].trim()) });
// name-only: enum-style values (e.g., "Idle", "Idle, Parsing" comma-separated)
// Split on comma and take each trimmed token
const tokens = line.split(',').map(s => s.trim()).filter(Boolean);
for (const token of tokens) {
// Check if it’s a name(params) -> returnType method signature
const methodMatch = token.match(/^(\w+)\s*\(([^)]*)\)\s*->\s*(.+?),?$/);
if (methodMatch) {
const name = methodMatch[1];
const paramsStr = methodMatch[2];
const returnTypeStr = methodMatch[3].replace(/,$/, '').trim();
const params = [];
if (paramsStr.trim()) {
const paramPairs = paramsStr.split(',').map(s => s.trim()).filter(Boolean);
for (const p of paramPairs) {
const pMatch = p.match(/^(\w+)\s*:\s*(.+)$/);
if (pMatch) {
params.push({ name: pMatch[1], type: parseTypeExpr(pMatch[2].trim()) });
}
}
}
methods.push({ name, params, returnType: parseTypeExpr(returnTypeStr) });
}
else if (/^\w+$/.test(token)) {
// Name-only (enum-style) — treat as a method with no params and void return
methods.push({ name: token, params: [], returnType: parseTypeExpr('Void') });
}
methods.push({ name, params, returnType: parseTypeExpr(returnTypeStr) });
}
}
return { ...header, methods };
}
// --- Multi-line constraint/verify parsing (no braces needed) ---
/**
* Parse a constraint or verify that may span multiple lines without braces.
* Used for forall-style constraints like:
* constraint Name: forall r in [0..4]:
* (expr)
*
* and verify blocks like:
* verify Always(Name)
* verify Always(Name) { depth N }
*/
function parseMultiLineConstraintVerify(lines, startIndex) {
const line = lines[startIndex].trim();
if (line.startsWith('verify ')) {
return parseVerifyAnyForm(lines, startIndex);
}
if (line.startsWith('constraint ')) {
return parseConstraintAnyForm(lines, startIndex);
}
return null;
}
function parseConstraintAnyForm(lines, startIndex) {
const line = lines[startIndex].trim();
const namedMatch = line.match(/^constraint\s+(\w+):(.*)$/);
if (!namedMatch)
return null;
const name = namedMatch[1];
let expr = namedMatch[2].trim();
// If opens a brace, treat as block
if (expr.startsWith('{')) {
const afterBrace = expr.substring(1).trim();
const openCount = (line.match(/{/g) || []).length;
const endIdx = findBlockEnd(lines, startIndex + 1, openCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
expr = (afterBrace + ' ' + inner).trim();
}
else {
// No braces — but might span multiple lines (forall continuation)
const continuationLines = [];
for (let j = startIndex + 1; j < lines.length; j++) {
const nl = lines[j].trim();
if (!nl || nl.startsWith('//') || nl.startsWith('/*') ||
nl.startsWith('constraint ') || nl.startsWith('verify ') ||
nl.startsWith('constraint:') || nl.startsWith('verify:') ||
nl.startsWith('state') || nl.startsWith('init') ||
nl.startsWith('action ') || nl.startsWith('event ') ||
nl.startsWith('interface ') || nl.startsWith('provenance ') ||
nl.startsWith('bom ') || nl.startsWith('}') ||
nl.startsWith('next:') || nl.startsWith('invariant ')) {
break;
}
continuationLines.push(nl);
}
if (continuationLines.length > 0) {
expr = expr + ' ' + continuationLines.join(' ');
}
}
return { type: 'constraint', name, expr: expr.trim() };
}
function parseVerifyAnyForm(lines, startIndex) {
const line = lines[startIndex].trim();
// Single-line: verify Always(Name) { depth N }
const fullMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{\s*depth\s+(\d+)\s*\}/);
if (fullMatch) {
return {
type: 'verify',
name: fullMatch[2],
temporalExpr: fullMatch[1].trim(),
depth: parseInt(fullMatch[3], 10),
};
}
// Multi-line: verify Always(Name) { ... }
if (line.includes('{')) {
const headerMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{/);
if (headerMatch) {
const temporalExpr = headerMatch[1].trim();
const name = headerMatch[2];
const openCount = (line.match(/{/g) || []).length;
const endIdx = findBlockEnd(lines, startIndex + 1, openCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
const afterBrace = line.substring(line.indexOf('{') + 1).trim();
const combined = (afterBrace + ' ' + inner).trim();
const depthMatch = combined.match(/\bdepth\s+(\d+)\b/);
const depth = depthMatch ? parseInt(depthMatch[1], 10) : undefined;
return { type: 'verify', name, temporalExpr, depth };
}
}
// Simple: verify Always(Name)
const simpleMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*$/);
if (simpleMatch) {
return {
type: 'verify',
name: simpleMatch[2],
temporalExpr: simpleMatch[1].trim(),
};
}
return null;
}
// --- Verify/Constraint block parsing ---
/**
* Parse a verify block opened with `verify Always(Name) { ... }` or similar.
* The first line already contains the header; we need to parse the body inside { }.
*/
function parseVerifyBlockMultiline(lines, startIndex, startBraceCount) {
const firstLine = lines[startIndex].trim();
// Match: verify Always(Name) { depth N } or verify Always(Name) {
const headerMatch = firstLine.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{/);
if (!headerMatch)
return null;
const temporalExpr = headerMatch[1].trim();
const name = headerMatch[2];
// Check if the brace closes on the same line (single-line form)
const openBraceCount = (firstLine.match(/{/g) || []).length;
const closeBraceCount = (firstLine.match(/}/g) || []).length;
if (closeBraceCount >= openBraceCount) {
// Single-line: parse depth from same line
const afterBrace = firstLine.substring(firstLine.indexOf('{') + 1);
const beforeClose = afterBrace.substring(0, afterBrace.lastIndexOf('}')).trim();
const depthMatch = beforeClose.match(/\bdepth\s+(\d+)\b/);
const depth = depthMatch ? parseInt(depthMatch[1], 10) : undefined;
return { type: 'verify', name, temporalExpr, depth };
}
// Multi-line block
let depth;
const endIdx = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
const afterBrace = firstLine.substring(firstLine.indexOf('{') + 1).trim();
const depthMatch = (afterBrace + ' ' + inner).match(/\bdepth\s+(\d+)\b/);
if (depthMatch) {
depth = parseInt(depthMatch[1], 10);
}
return { type: 'verify', name, temporalExpr, depth };
}
/**
* Parse a single-line verify statement: verify Always(Name) { depth N }
*/
function parseVerifySingleLine(line) {
// verify Always(Name) { depth N }
const fullMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{\s*depth\s+(\d+)\s*\}/);
if (fullMatch) {
return {
type: 'verify',
name: fullMatch[2],
temporalExpr: fullMatch[1].trim(),
depth: parseInt(fullMatch[3], 10),
};
}
// verify Always(Name) (no depth, no braces — just a statement)
const simpleMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*$/);
if (simpleMatch) {
return {
type: 'verify',
name: simpleMatch[2],
temporalExpr: simpleMatch[1].trim(),
};
}
return null;
}
/**
* Parse a constraint block opened with `constraint Name: ...` which may
* be multi-line (e.g. forall spanning multiple lines).
*/
function parseConstraintBlockMultiline(lines, startIndex, startBraceCount) {
const firstLine = lines[startIndex].trim();
// Match: constraint Name: expr (possibly opening a {} block, or just a forall on next line)
// For the SQLiteWAL style: constraint Name: expr (single line, no braces needed)
const namedMatch = firstLine.match(/^constraint\s+(\w+):(.*)$/);
if (namedMatch) {
const name = namedMatch[1];
let expr = namedMatch[2].trim();
// If the expression opens a brace, collect the block
if (expr.startsWith('{')) {
const endIdx = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
// Combine: content after { on first line + content from inner lines
const afterBrace = expr.substring(1).trim();
expr = (afterBrace + ' ' + inner).trim();
}
else {
// No braces, but might still be multiline (forall spanning multiple lines)
// Check if next line(s) continue the expression
const endIdx = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
if (innerLines.length > 0) {
expr = expr + ' ' + innerLines.join(' ');
}
}
return { type: 'constraint', name, expr: expr.trim() };
}
return null;
}
/** Split on commas while respecting parenthesized groups and quoted strings */
function splitFields(s) {
const result = [];
let depth = 0;
let inDouble = false;
let inSingle = false;
let start = 0;
for (let i = 0; i < s.length; i++) {
const ch = s[i];
if (ch === '"' && !inSingle) {
inDouble = !inDouble;
continue;
}
if (ch === "'" && !inDouble) {
inSingle = !inSingle;
continue;
}
if (inDouble || inSingle)
continue;
if (ch === '(' || ch === '{') {
depth++;
continue;
}
if (ch === ')' || ch === '}') {
depth--;
continue;
}
if (ch === ',' && depth === 0) {
result.push(s.substring(start, i).trim());
start = i + 1;
}
}
const last = s.substring(start).trim();
if (last)
result.push(last);
return result;
}
//# sourceMappingURL=parser.js.map

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@ -1 +1 @@
{"version":"2.1.9","results":[[":__tests__/parser.test.ts",{"duration":40.638667,"failed":false}],[":__tests__/e2e-wasm.test.ts",{"duration":25.08648199999999,"failed":true}],[":src/__tests__/compiler.test.ts",{"duration":13.108581000000015,"failed":false}]]}
{"version":"2.1.9","results":[[":__tests__/parser.test.ts",{"duration":31.455063999999993,"failed":false}],[":src/__tests__/compiler.test.ts",{"duration":12.627537000000018,"failed":false}]]}

155
compiler/src/expr/ast.ts Normal file
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@ -0,0 +1,155 @@
// SpeckDL Expression AST nodes
// These represent parsed SpeckDL expressions as a typed tree.
import { Token } from './tokenizer';
// --- Expression nodes ---
export type Expr =
| LiteralExpr
| IdentExpr
| UnaryExpr
| BinaryExpr
| CallExpr
| MemberExpr
| IndexExpr
| IfExpr
| ObjectExpr // { key: val, ... }
| SetExpr // { elem, elem, ... }
| MapExpr // { key -> val, key -> val }
| RangeExpr // [0..N]
| ParenthesizedExpr;
// --- Literals ---
export interface LiteralExpr {
kind: 'literal';
type: 'string' | 'number' | 'bool' | 'null';
value: string;
token: Token;
}
// --- Identifier ---
export interface IdentExpr {
kind: 'ident';
name: string;
token: Token;
}
// --- Unary operators: not, - ---
export interface UnaryExpr {
kind: 'unary';
op: 'not' | 'neg';
operand: Expr;
token: Token;
}
// --- Binary operators ---
export type BinaryOp =
| 'eq' // ==
| 'neq' // !=
| 'lt' // <
| 'gt' // >
| 'lte' // <=
| 'gte' // >=
| 'add' // +
| 'sub' // -
| 'mul' // *
| 'div' // /
| 'mod' // %
| 'and' // and
| 'or' // or
| 'in' // in
| 'union' // union
| 'diff' // \
| 'notin' // notIn
| 'concat'; // + for sets/lists
export interface BinaryExpr {
kind: 'binary';
op: BinaryOp;
left: Expr;
right: Expr;
token: Token; // operator token
}
// --- Function calls: hash(x), length(x), size(x), etc. ---
export interface CallExpr {
kind: 'call';
callee: string; // function name
args: Expr[];
token: Token;
}
// --- Member access: x.field ---
export interface MemberExpr {
kind: 'member';
object: Expr;
property: string;
token: Token; // dot token
}
// --- Index access: x[y] ---
export interface IndexExpr {
kind: 'index';
object: Expr;
index: Expr;
token: Token; // [ token
}
// --- If expression: if cond: thenExpr else elseExpr ---
export interface IfExpr {
kind: 'if';
condition: Expr;
thenBranch: Expr;
elseBranch: Expr | null; // null if no else
token: Token;
}
// --- Object/record literal: { key: val, ... } ---
export interface ObjectExpr {
kind: 'object';
fields: { key: string; value: Expr }[];
token: Token;
}
// --- Set literal: { elem, elem, ... } ---
export interface SetExpr {
kind: 'set';
elements: Expr[];
token: Token;
}
// --- Map literal: { key -> val, key -> val } ---
export interface MapExpr {
kind: 'map';
entries: { key: Expr; value: Expr }[];
token: Token;
}
// --- Range: [0..N] ---
export interface RangeExpr {
kind: 'range';
start: number;
end: Expr; // identifier or number
token: Token;
}
// --- Parenthesized expression ---
export interface ParenthesizedExpr {
kind: 'parens';
expr: Expr;
token: Token;
}

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export { Tokenizer, Token, TokenType, tokenize } from './tokenizer';
export { ExpressionParser, parseExpression } from './parser';
export * from './ast';
export * from './stmt-ast';
export { parseActionStatements } from './stmt-parser';

411
compiler/src/expr/parser.ts Normal file
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// SpeckDL Expression Parser
// Recursive-descent + Pratt parser for SpeckDL expressions.
// Takes a token stream and produces an Expr AST.
import { Token, TokenType } from './tokenizer';
import {
Expr, BinaryOp, LiteralExpr, IdentExpr, UnaryExpr, BinaryExpr,
CallExpr, MemberExpr, IndexExpr, IfExpr, ObjectExpr, SetExpr,
MapExpr, RangeExpr, ParenthesizedExpr
} from './ast';
// --- Precedence (higher = binds tighter) ---
const PREC = {
LOWEST: 0,
LOGICAL: 1, // or, and, ||, &&
EQUALITY: 2, // ==, !=
COMPARISON: 3, // <, >, <=, >=
SET: 4, // in, notIn
ADDITIVE: 5, // +, -, union, \
MULTIPLY: 6, // *, /, %
PREFIX: 7, // not, -
POSTFIX: 8, // f(), x.y, x[y]
} as const;
/** Get operator precedence. Handles both symbol tokens and ident-based keywords. */
function precOf(type: TokenType, value?: string): number {
// Ident-based keywords (or, and, in, not, union)
if (type === TokenType.IDENT) {
switch (value) {
case 'or': case 'and': return PREC.LOGICAL;
case 'in': case 'notIn': return PREC.SET;
case 'not': return PREC.PREFIX;
case 'union': return PREC.ADDITIVE;
}
}
switch (type) {
case TokenType.DBLPIPE: case TokenType.DBLAMP: return PREC.LOGICAL;
case TokenType.EQ: case TokenType.NEQ: return PREC.EQUALITY;
case TokenType.LT: case TokenType.GT:
case TokenType.LTE: case TokenType.GTE: return PREC.COMPARISON;
case TokenType.NOTIN: return PREC.SET;
case TokenType.ADD: case TokenType.SUB:
case TokenType.UNION: case TokenType.BACKSLASH: return PREC.ADDITIVE;
case TokenType.MUL: case TokenType.DIV: case TokenType.MOD: return PREC.MULTIPLY;
case TokenType.LPAREN: case TokenType.DOT:
case TokenType.LBRACKET: return PREC.POSTFIX;
default: return PREC.LOWEST;
}
}
/** Map token type + value to binary operator name. */
function binOp(type: TokenType, value?: string): BinaryOp | null {
if (type === TokenType.IDENT) {
switch (value) {
case 'or': return 'or';
case 'and': return 'and';
case 'in': return 'in';
case 'notIn': return 'notin';
case 'union': return 'union';
}
}
switch (type) {
case TokenType.EQ: return 'eq';
case TokenType.NEQ: return 'neq';
case TokenType.LT: return 'lt';
case TokenType.GT: return 'gt';
case TokenType.LTE: return 'lte';
case TokenType.GTE: return 'gte';
case TokenType.ADD: return 'add';
case TokenType.SUB: return 'sub';
case TokenType.MUL: return 'mul';
case TokenType.DIV: return 'div';
case TokenType.MOD: return 'mod';
case TokenType.DBLPIPE: return 'or';
case TokenType.DBLAMP: return 'and';
case TokenType.BACKSLASH: return 'diff';
case TokenType.UNION: return 'union';
case TokenType.NOTIN: return 'notin';
default: return null;
}
}
export class ExpressionParser {
private tokens: Token[];
private pos: number = 0;
constructor(tokens: Token[]) {
this.tokens = tokens;
}
parse(): Expr {
return this.expr(PREC.LOWEST);
}
/** Parse expression with given minimum precedence. */
private expr(minPrec: number): Expr {
const tok = this.advance();
let left = this.prefix(tok);
while (this.pos < this.tokens.length) {
const peek = this.current();
const p = precOf(peek.type, peek.value);
if (p <= minPrec) break;
// COLON only used inside if-expr (handled in prefix) — stop here
if (peek.type === TokenType.COLON) break;
const opTok = this.advance();
left = this.infix(left, opTok);
}
return left;
}
// --- Prefix parsers ---
private prefix(tok: Token): Expr {
switch (tok.type) {
case TokenType.IDENT:
case TokenType.TYPE:
case TokenType.FORALL:
case TokenType.CONSTANT:
return this.identOrCall(tok);
case TokenType.NUMBER:
return { kind: 'literal', type: 'number', value: tok.value, token: tok } as LiteralExpr;
case TokenType.STRING:
return { kind: 'literal', type: 'string', value: tok.value, token: tok } as LiteralExpr;
case TokenType.BOOL:
return { kind: 'literal', type: 'bool', value: tok.value, token: tok } as LiteralExpr;
case TokenType.NULL:
return { kind: 'literal', type: 'null', value: 'null', token: tok } as LiteralExpr;
case TokenType.NOT:
return { kind: 'unary', op: 'not', operand: this.expr(PREC.PREFIX), token: tok } as UnaryExpr;
case TokenType.SUB:
return { kind: 'unary', op: 'neg', operand: this.expr(PREC.PREFIX), token: tok } as UnaryExpr;
case TokenType.IF:
return this.parseIf(tok);
case TokenType.LBRACE:
return this.parseBrace(tok);
case TokenType.LBRACKET:
return this.parseBracket(tok);
case TokenType.LPAREN:
return this.parseParens(tok);
case TokenType.EMPTYSET:
return { kind: 'call', callee: 'emptySet', args: [], token: tok } as CallExpr;
default:
throw new Error(`Unexpected token '${tok.value}' (${tok.type}) at ${tok.line}:${tok.col}`);
}
}
private identOrCall(tok: Token): Expr {
// "not" as unary prefix keyword (when not followed by . or ()
if (tok.value === 'not' && this.current().type !== TokenType.LPAREN && this.current().type !== TokenType.DOT) {
return { kind: 'unary', op: 'not', operand: this.expr(PREC.PREFIX), token: tok } as UnaryExpr;
}
// Function call: ident(
if (this.current().type === TokenType.LPAREN) {
const lp = this.advance();
return this.parseCallWithCallee(tok, lp);
}
return { kind: 'ident', name: tok.value, token: tok } as IdentExpr;
}
// --- Infix parsers ---
private infix(left: Expr, opTok: Token): Expr {
const p = precOf(opTok.type, opTok.value);
switch (opTok.type) {
case TokenType.LPAREN:
return this.parseCallWithCallee((left as IdentExpr).token, opTok);
case TokenType.DOT:
return this.parseMember(left, opTok);
case TokenType.LBRACKET:
return this.parseIndex(left, opTok);
default: {
// Binary operator (symbol or ident-based keyword)
const op = binOp(opTok.type, opTok.value);
if (!op) throw new Error(`Not an infix operator: ${opTok.type} '${opTok.value}'`);
const right = this.expr(p);
return { kind: 'binary', op, left, right, token: opTok } as BinaryExpr;
}
}
}
// --- Specific parsers ---
private parseIf(ifTok: Token): IfExpr {
const condition = this.expr(PREC.LOWEST);
this.expect(TokenType.COLON, 'Expected : after if condition');
const thenBranch = this.expr(PREC.LOWEST);
let elseBranch: Expr | null = null;
if (this.current().type === TokenType.ELSE) {
this.advance();
elseBranch = this.expr(PREC.LOWEST);
}
return { kind: 'if', condition, thenBranch, elseBranch, token: ifTok };
}
private parseBrace(openTok: Token): Expr {
if (this.current().type === TokenType.RBRACE) {
this.advance();
return { kind: 'set', elements: [], token: openTok } as SetExpr;
}
const first = this.expr(PREC.LOWEST);
// Map literal: key -> val
if (this.current().type === TokenType.ARROW) {
this.advance();
const val = this.expr(PREC.LOWEST);
const entries = [{ key: first, value: val }];
while (this.current().type === TokenType.COMMA) {
this.advance();
if (this.current().type === TokenType.RBRACE) break;
const k = this.expr(PREC.LOWEST);
this.expect(TokenType.ARROW, 'Expected -> in map literal');
const v = this.expr(PREC.LOWEST);
entries.push({ key: k, value: v });
}
this.expect(TokenType.RBRACE, 'Expected }');
return { kind: 'map', entries, token: openTok } as MapExpr;
}
// Object literal: ident: val
if (first.kind === 'ident' && this.current().type === TokenType.COLON) {
this.advance();
const val = this.expr(PREC.LOWEST);
const fields = [{ key: (first as IdentExpr).name, value: val }];
while (this.current().type === TokenType.COMMA) {
this.advance();
if (this.current().type === TokenType.RBRACE) break;
const keyTok = this.expect(TokenType.IDENT, 'Expected field name');
this.expect(TokenType.COLON, 'Expected :');
const v = this.expr(PREC.LOWEST);
fields.push({ key: keyTok.value, value: v });
}
this.expect(TokenType.RBRACE, 'Expected }');
return { kind: 'object', fields, token: openTok } as ObjectExpr;
}
// Set literal: expr, expr, ...
const elements = [first];
while (this.current().type === TokenType.COMMA) {
this.advance();
if (this.current().type === TokenType.RBRACE) break;
elements.push(this.expr(PREC.LOWEST));
}
this.expect(TokenType.RBRACE, 'Expected }');
return { kind: 'set', elements, token: openTok } as SetExpr;
}
private parseBracket(openTok: Token): Expr {
const first = this.expr(PREC.LOWEST);
// Range: [start..end]
if (this.current().type === TokenType.DOTDOT) {
this.advance();
const startNum = first.kind === 'literal' && first.type === 'number'
? parseInt((first as LiteralExpr).value) : 0;
const end = this.expr(PREC.LOWEST);
this.expect(TokenType.RBRACKET, 'Expected ]');
return { kind: 'range', start: startNum, end, token: openTok } as RangeExpr;
}
// List: [a, b, c]
const elements = [first];
while (this.current().type === TokenType.COMMA) {
this.advance();
if (this.current().type === TokenType.RBRACKET) break;
elements.push(this.expr(PREC.LOWEST));
}
this.expect(TokenType.RBRACKET, 'Expected ]');
return { kind: 'call', callee: 'Array', args: elements, token: openTok } as CallExpr;
}
private parseParens(openTok: Token): Expr {
const expr = this.expr(PREC.LOWEST);
this.expect(TokenType.RPAREN, 'Expected )');
return { kind: 'parens', expr, token: openTok } as ParenthesizedExpr;
}
private parseCallWithCallee(nameTok: Token, lpTok: Token): Expr {
const callee = nameTok.value;
const args: Expr[] = [];
if (this.current().type !== TokenType.RPAREN) {
args.push(this.expr(PREC.LOWEST));
while (this.current().type === TokenType.COMMA) {
this.advance();
if (this.current().type === TokenType.RPAREN) break;
args.push(this.expr(PREC.LOWEST));
}
}
this.expect(TokenType.RPAREN, 'Expected )');
const call: CallExpr = { kind: 'call', callee, args, token: nameTok };
// Check for postfix continuation (chaining: f(x).y, f(x)[z], f(x) \ {y})
while (this.pos < this.tokens.length) {
const peek = this.current();
if (peek.type === TokenType.DOT) {
const dotTok = this.advance();
return this.parseMember(call, dotTok);
}
if (peek.type === TokenType.LBRACKET) {
const bracketTok = this.advance();
return this.parseIndex(call, bracketTok);
}
const p = precOf(peek.type, peek.value);
if (p <= PREC.LOWEST) break;
if (peek.type === TokenType.COLON) break;
// Infix continuation (e.g., \ operator)
const opTok = this.advance();
return this.infix(call, opTok);
}
return call;
}
private parseMember(obj: Expr, dotTok: Token): Expr {
const propTok = this.expect(TokenType.IDENT, 'Expected property name after .');
const member: MemberExpr = {
kind: 'member', object: obj, property: propTok.value, token: dotTok
};
// Chain: x.y.z() or x.y[z]
while (this.pos < this.tokens.length) {
const peek = this.current();
if (peek.type === TokenType.DOT) {
const d = this.advance();
return this.parseMember(member, d);
}
if (peek.type === TokenType.LBRACKET) {
const b = this.advance();
return this.parseIndex(member, b);
}
if (peek.type === TokenType.LPAREN) {
const lp = this.advance();
// Method call: x.y(args) — wrap as call with member as callee
const args: Expr[] = [];
if (this.current().type !== TokenType.RPAREN) {
args.push(this.expr(PREC.LOWEST));
while (this.current().type === TokenType.COMMA) {
this.advance();
if (this.current().type === TokenType.RPAREN) break;
args.push(this.expr(PREC.LOWEST));
}
}
this.expect(TokenType.RPAREN, 'Expected )');
// Return as a method call on the member
const methodCall: CallExpr = {
kind: 'call', callee: `${propTok.value}()`, args: [obj, ...args], token: dotTok
};
// Actually, for TS generation we want: obj.prop(args)
// Let's represent this as a call with the member expression as the callee
// For now, keep it as a member + separate call representation
return { kind: 'call', callee: propTok.value, args: [obj, ...args], token: dotTok } as CallExpr;
}
break;
}
return member;
}
private parseIndex(obj: Expr, bracketTok: Token): Expr {
const idx = this.expr(PREC.LOWEST);
this.expect(TokenType.RBRACKET, 'Expected ]');
const index: IndexExpr = {
kind: 'index', object: obj, index: idx, token: bracketTok
};
// Chain: x[y].z or x[y][z]
while (this.pos < this.tokens.length) {
const peek = this.current();
if (peek.type === TokenType.DOT) {
const d = this.advance();
return this.parseMember(index, d);
}
if (peek.type === TokenType.LBRACKET) {
const b = this.advance();
return this.parseIndex(index, b);
}
break;
}
return index;
}
// --- Helpers ---
private current(): Token {
return this.pos < this.tokens.length
? this.tokens[this.pos]
: { type: TokenType.EOF, value: '', pos: 0, line: 0, col: 0 };
}
private advance(): Token {
const tok = this.current();
if (this.pos < this.tokens.length) this.pos++;
return tok;
}
private expect(type: TokenType, msg?: string): Token {
const tok = this.current();
if (tok.type !== type) {
throw new Error(msg || `Expected ${type} but got ${tok.type} ('${tok.value}') at ${tok.line}:${tok.col}`);
}
return this.advance();
}
}
/** Parse a single SpeckDL expression string to AST. */
export function parseExpression(src: string): Expr {
const { Tokenizer } = require('./tokenizer');
const tokens = new Tokenizer(src).tokenize();
return new ExpressionParser(tokens).parse();
}

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// SpeckDL Statement AST
// Typed statement nodes with parsed expression subtrees.
import { Expr } from './ast';
// --- Action statement types ---
export type ActionStatement =
| AssignStmt
| LetStmt
| RequireStmt
| PreconditionStmt
| PostconditionStmt
| EmitStmt
| ReturnStmt
| IfBlockStmt;
export interface AssignStmt {
type: 'assign';
target: AssignTarget;
expr: Expr;
}
/** Target of an assignment: plain ident or map[x] bracket access. */
export type AssignTarget =
| { kind: 'plain'; name: string }
| { kind: 'map_index'; mapName: string; index: Expr };
export interface LetStmt {
type: 'let';
name: string;
expr: Expr;
}
export interface RequireStmt {
type: 'require';
expr: Expr;
}
export interface PreconditionStmt {
type: 'precondition';
expr: Expr;
}
export interface PostconditionStmt {
type: 'postcondition';
expr: Expr;
}
export interface EmitStmt {
type: 'emit';
event: string;
fields: { name: string; value: Expr }[];
}
export interface ReturnStmt {
type: 'return';
expr: Expr;
}
/** Incomplete if/else block — preserved as raw text for manual handling. */
export interface IfBlockStmt {
type: 'ifblock';
raw: string;
// Future: properly parsed conditional block
}

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// SpeckDL Statement Parser
// Parses an action body (list of lines) into typed ActionStatement nodes
// with full expression subtrees from the ExpressionParser.
import { Tokenizer, Token, TokenType } from './tokenizer';
import { ExpressionParser } from './parser';
import { Expr } from "./ast";
import { ActionStatement } from './stmt-ast';
/**
* Parse a single action's body lines into typed statement nodes.
* Handles: precondition, postcondition, require, let, assign, emit, return, ifblock.
*/
export function parseActionStatements(lines: string[]): ActionStatement[] {
const stmts: ActionStatement[] = [];
for (let i = 0; i < lines.length; i++) {
const line = lines[i];
if (!line) continue;
if (line.startsWith('//') || line.startsWith('/*')) continue;
const trimmed = line.trim();
if (!trimmed) continue;
// Clean up double-backslash from old parser (SpeckDL set diff is single \)
// The old parser stores \\ as two chars; the expression parser expects single \\n // Actually, keep double backslash as-is since the tokenizer handles both
// --- forall block: keep as raw ifblock ---
if (trimmed.startsWith('forall ')) {
// Collect entire forall block
let blockText = trimmed;
let j = i + 1;
while (j < lines.length) {
const next = lines[j];
if (!next || !next.trim()) break;
const nt = next.trim();
if (nt.startsWith('require ') || nt.startsWith('let ') || nt.startsWith('return ') ||
nt.startsWith('emit ') || /^\w+\s*:=/.test(nt)) break;
blockText += ' ' + nt;
j++;
}
stmts.push({ type: 'ifblock', raw: blockText });
i = j - 1;
continue;
}
// --- precondition: expr ---
if (trimmed.startsWith('precondition:')) {
const exprs = collectExpression(lines, i, 13, 'or ');
i = exprs.endIdx;
stmts.push({ type: 'precondition', expr: parseExprSingle(exprs.text) });
continue;
}
// --- postcondition: expr ---
if (trimmed.startsWith('postcondition:')) {
const exprs = collectExpression(lines, i, 14, 'or ');
i = exprs.endIdx;
stmts.push({ type: 'postcondition', expr: parseExprSingle(exprs.text) });
continue;
}
// --- require expr ---
if (trimmed.startsWith('require ')) {
const exprs = collectRequireExpression(lines, i);
i = exprs.endIdx;
stmts.push({ type: 'require', expr: parseExprSingle(exprs.text) });
continue;
}
// --- return expr ---
if (trimmed.startsWith('return ')) {
stmts.push({ type: 'return', expr: parseExprSingle(trimmed.substring(7).trim()) });
continue;
}
// --- emit Event { fields } ---
const emitMatch = trimmed.match(/^emit\s+(\w+)\s*\{\s*(.*)\s*\}$/);
if (emitMatch) {
const eventName = emitMatch[1];
const fieldsStr = emitMatch[2];
const fields: { name: string; value: Expr }[] = [];
if (fieldsStr.trim()) {
for (const fp of fieldsStr.split(',').map(s => s.trim()).filter(Boolean)) {
const colonIdx = fp.indexOf(':');
if (colonIdx > 0) {
fields.push({
name: fp.substring(0, colonIdx).trim(),
value: parseExprSingle(fp.substring(colonIdx + 1).trim()),
});
}
}
}
stmts.push({ type: 'emit', event: eventName, fields });
continue;
}
// --- if condition { ... } else ... ---
if (trimmed.startsWith('if ')) {
// Collect the full if/else block as raw text
let braceDepth = 0;
let j = i;
const blockLines: string[] = [];
while (j < lines.length) {
const bl = lines[j];
if (!bl) { j++; continue; }
const bt = bl.trim();
if (bt.startsWith('//')) { j++; continue; }
blockLines.push(bt);
for (const ch of bt) {
if (ch === '{') braceDepth++;
else if (ch === '}') braceDepth--;
}
j++;
if (braceDepth === 0) break;
}
stmts.push({ type: 'ifblock', raw: blockLines.join(' ') });
i = j - 1;
continue;
}
// --- let name := expr ---
const letMatch = trimmed.match(/^let\s+([A-Za-z_]\w*)\s*:=\s*(.+)$/);
if (letMatch) {
const rhs = letMatch[2].trim();
if (/^if\b/.test(rhs) && !/\belse\b/.test(rhs)) {
stmts.push({ type: 'ifblock', raw: trimmed });
continue;
}
stmts.push({ type: 'let', name: letMatch[1], expr: parseExprSingle(rhs) });
continue;
}
// --- assignment: target := expr ---
const assignMatch = trimmed.match(/^(\w+(?:\[.*?\])?)\s*:=\s*(.+)$/);
if (assignMatch) {
let exprText = assignMatch[2].trim();
// Handle multiline expressions
while (i + 1 < lines.length) {
const next = lines[i + 1];
if (!next || next.trim().startsWith('//') || next.trim().startsWith('require ') ||
next.trim().startsWith('return ') || next.trim().startsWith('emit ') ||
next.trim().startsWith('let ') || /\w+\s*:=/.test(next.trim())) {
break;
}
// Join continuation lines
if (next.trim()) {
exprText += ' ' + next.trim();
i++;
} else {
break;
}
}
const target = assignMatch[1];
const expr = parseExprSingle(exprText);
// Determine target kind: plain or map_index
const bracketMatch = target.match(/^(\w+)\[(.+)\]$/);
if (bracketMatch && bracketMatch[2].trim()) {
stmts.push({
type: 'assign',
target: { kind: 'map_index', mapName: bracketMatch[1], index: parseExprSingle(bracketMatch[2]) },
expr,
});
} else {
stmts.push({ type: 'assign', target: { kind: 'plain', name: target }, expr });
}
continue;
}
}
return stmts;
}
// --- Helpers ---
/** Parse a single expression string to an Expr AST. */
function parseExprSingle(src: string): Expr {
const tokens = new Tokenizer(src).tokenize();
return new ExpressionParser(tokens).parse();
}
interface CollectResult {
text: string;
endIdx: number;
}
/** Collect an expression that may continue on 'or ' lines. */
function collectExpression(lines: string[], startIdx: number, prefixLen: number, continuationPfx: string): CollectResult {
let text = lines[startIdx].trim().substring(prefixLen).trim();
let i = startIdx;
while (i + 1 < lines.length) {
const next = lines[i + 1];
if (!next || !next.trim().startsWith(continuationPfx)) break;
i++;
text += ' or ' + next.trim().substring(continuationPfx.length).trim();
}
return { text, endIdx: i };
}
/** Collect a require expression that may span multiple lines (forall, or, etc). */
function collectRequireExpression(lines: string[], startIdx: number): CollectResult {
let text = lines[startIdx].trim().substring(8).trim();
let i = startIdx;
while (i + 1 < lines.length) {
const next = lines[i + 1];
if (!next) break;
const nt = next.trim();
if (nt.startsWith('//') || nt.startsWith('precondition:') || nt.startsWith('postcondition:') ||
nt.startsWith('require ') || nt.startsWith('return ') || nt.startsWith('emit ') ||
nt.startsWith('let ') || /\w+\s*:=/.test(nt)) {
break;
}
i++;
text += ' ' + nt;
}
return { text, endIdx: i };
}
// Re-export Expr type
export type { Expr } from './ast';

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// SpeckDL Tokenizer
// Produces a token stream from SpeckDL source text.
// Used by the expression parser and statement parser.
export interface Token {
type: TokenType;
value: string;
pos: number; // character offset in source
line: number;
col: number;
}
export enum TokenType {
// Identifiers and literals
IDENT = 'IDENT',
STRING = 'STRING',
NUMBER = 'NUMBER',
BOOL = 'BOOL', // true, false
NULL = 'NULL', // null
// Keywords
LET = 'LET',
IF = 'IF',
ELSE = 'ELSE',
FORALL = 'FORALL',
IN = 'IN',
NOTIN = 'NOTIN', // notIn keyword
NOT = 'NOT',
AND = 'AND',
OR = 'OR',
REQUIRE = 'REQUIRE',
RETURN = 'RETURN',
EMIT = 'EMIT',
PRECONDITION = 'PRECONDITION',
POSTCONDITION = 'POSTCONDITION',
CONSTANT = 'CONSTANT',
TYPE = 'TYPE',
// Operators
ASSIGN = 'ASSIGN', // :=
EQ = 'EQ', // ==
NEQ = 'NEQ', // !=
LTE = 'LTE', // <=
GTE = 'GTE', // >=
LT = 'LT', // <
GT = 'GT', // >
ADD = 'ADD', // +
SUB = 'SUB', // -
MUL = 'MUL', // *
DIV = 'DIV', // /
MOD = 'MOD', // %
// Delimiters
LPAREN = 'LPAREN', // (
RPAREN = 'RPAREN', // )
LBRACE = 'LBRACE', // {
RBRACE = 'RBRACE', // }
LBRACKET = 'LBRACKET',// [
RBRACKET = 'RBRACKET',// ]
COLON = 'COLON', // :
COMMA = 'COMMA', // ,
SEMI = 'SEMI', // ; — statement separator in multi-stmt lines
DOT = 'DOT', // .
DOTDOT = 'DOTDOT', // ..
ARROW = 'ARROW', // ->
PIPE = 'PIPE', // |
DBLPIPE = 'DBLPIPE', // ||
BACKSLASH = 'BACKSLASH', // \
DBLAMP = 'DBLAMP', // &&
AT = 'AT', // @
HASH = 'HASH', // #
// Set operations
UNION = 'UNION', // union keyword
INTER = 'INTER', // inter keyword
DIFF = 'DIFF', // diff keyword
EMPTYSET = 'EMPTYSET', // emptySet keyword
EOF = 'EOF',
}
const KEYWORDS: Record<string, TokenType> = {
'let': TokenType.LET,
'if': TokenType.IF,
'else': TokenType.ELSE,
'forall': TokenType.FORALL,
'require': TokenType.REQUIRE,
'return': TokenType.RETURN,
'emit': TokenType.EMIT,
'precondition': TokenType.PRECONDITION,
'postcondition': TokenType.POSTCONDITION,
'constant': TokenType.CONSTANT,
'type': TokenType.TYPE,
'union': TokenType.UNION,
'inter': TokenType.INTER,
'diff': TokenType.DIFF,
'emptySet': TokenType.EMPTYSET,
'notIn': TokenType.NOTIN,
'true': TokenType.BOOL,
'false': TokenType.BOOL,
'null': TokenType.NULL,
};
export class Tokenizer {
private src: string;
private pos: number = 0;
private line: number = 1;
private col: number = 1;
constructor(src: string) {
this.src = src;
}
/** Tokenize the entire source and return an array of tokens (including EOF). */
tokenize(): Token[] {
const tokens: Token[] = [];
let tok: Token;
while ((tok = this.next()).type !== TokenType.EOF) {
tokens.push(tok);
}
tokens.push(tok); // include EOF
return tokens;
}
/** Return the next token. Returns EOF token when source is exhausted. */
next(): Token {
this.skipWhitespaceAndComments();
if (this.pos >= this.src.length) {
return this.makeToken(TokenType.EOF, '');
}
const ch = this.src[this.pos];
// Two-char operators first
if (ch === ':' && this.peek() === '=') {
return this.advance(2, TokenType.ASSIGN, ':=');
}
if (ch === '=' && this.peek() === '=') {
return this.advance(2, TokenType.EQ, '==');
}
if (ch === '!' && this.peek() === '=') {
return this.advance(2, TokenType.NEQ, '!=');
}
if (ch === '<' && this.peek() === '=') {
return this.advance(2, TokenType.LTE, '<=');
}
if (ch === '>' && this.peek() === '=') {
return this.advance(2, TokenType.GTE, '>=');
}
if (ch === '-' && this.peek() === '>') {
return this.advance(2, TokenType.ARROW, '->');
}
if (ch === '|' && this.peek() === '|') {
return this.advance(2, TokenType.DBLPIPE, '||');
}
if (ch === '&' && this.peek() === '&') {
return this.advance(2, TokenType.DBLAMP, '&&');
}
if (ch === '.' && this.peek() === '.') {
return this.advance(2, TokenType.DOTDOT, '..');
}
// Single-char operators & delimiters
switch (ch) {
case ':': return this.advance(1, TokenType.COLON, ':');
case '(': return this.advance(1, TokenType.LPAREN, '(');
case ')': return this.advance(1, TokenType.RPAREN, ')');
case '{': return this.advance(1, TokenType.LBRACE, '{');
case '}': return this.advance(1, TokenType.RBRACE, '}');
case '[': return this.advance(1, TokenType.LBRACKET, '[');
case ']': return this.advance(1, TokenType.RBRACKET, ']');
case ',': return this.advance(1, TokenType.COMMA, ',');
case ';': return this.advance(1, TokenType.SEMI, ';');
case '.': return this.advance(1, TokenType.DOT, '.');
case '|': return this.advance(1, TokenType.PIPE, '|');
case '\\':
// Double backslash (\\) is set difference in SpeckDL — skip the second \
if (this.pos + 1 < this.src.length && this.src[this.pos + 1] === '\\') {
this.pos++; this.col++; // skip second backslash
}
return this.advance(1, TokenType.BACKSLASH, '\\');
case '@': return this.advance(1, TokenType.AT, '@');
case '#': return this.advance(1, TokenType.HASH, '#');
case '<': return this.advance(1, TokenType.LT, '<');
case '>': return this.advance(1, TokenType.GT, '>');
case '+': return this.advance(1, TokenType.ADD, '+');
case '*': return this.advance(1, TokenType.MUL, '*');
case '%': return this.advance(1, TokenType.MOD, '%');
}
// - can be minus or start of a negative number
if (ch === '-') {
if (this.isDigit(this.peek())) {
return this.readNumber();
}
return this.advance(1, TokenType.SUB, '-');
}
// / can be division or start of a comment
if (ch === '/') {
return this.advance(1, TokenType.DIV, '/');
}
// Strings
if (ch === '"') {
return this.readString('"');
}
if (ch === "'") {
return this.readString("'");
}
// Numbers
if (this.isDigit(ch)) {
return this.readNumber();
}
// Identifiers and keywords
if (this.isIdentStart(ch)) {
return this.readIdent();
}
// Unknown character — skip and warn
console.warn(`Tokenizer: unexpected character '${ch}' at ${this.line}:${this.col}`);
return this.advance(1, TokenType.EOF, ch);
}
/** Peek at the next token without consuming it (used by parser). */
peekToken(): Token {
const savedPos = this.pos;
const savedLine = this.line;
const savedCol = this.col;
const tok = this.next();
this.pos = savedPos;
this.line = savedLine;
this.col = savedCol;
return tok;
}
// --- Private helpers ---
private peek(): string {
if (this.pos + 1 >= this.src.length) return '\0';
return this.src[this.pos + 1];
}
private advance(len: number, type: TokenType, value: string): Token {
const token = this.makeToken(type, value);
this.pos += len;
this.col += len;
return token;
}
private makeToken(type: TokenType, value: string): Token {
return { type, value, pos: this.pos, line: this.line, col: this.col };
}
private skipWhitespaceAndComments(): void {
while (this.pos < this.src.length) {
const ch = this.src[this.pos];
// Whitespace
if (ch === ' ' || ch === '\t' || ch === '\r') {
this.pos++; this.col++;
continue;
}
if (ch === '\n') {
this.pos++; this.line++; this.col = 1;
continue;
}
// Line comments: //
if (ch === '/' && this.peek() === '/') {
this.pos += 2; this.col += 2;
while (this.pos < this.src.length && this.src[this.pos] !== '\n') {
this.pos++; this.col++;
}
continue;
}
// Block comments: /* ... */
if (ch === '/' && this.peek() === '*') {
this.pos += 2; this.col += 2;
while (this.pos < this.src.length) {
if (this.src[this.pos] === '*' && this.peek() === '/') {
this.pos += 2; this.col += 2;
break;
}
if (this.src[this.pos] === '\n') {
this.line++; this.col = 1;
} else {
this.col++;
}
this.pos++;
}
continue;
}
break;
}
}
private isDigit(ch: string): boolean {
return ch >= '0' && ch <= '9';
}
private isIdentStart(ch: string): boolean {
return (ch >= 'a' && ch <= 'z') || (ch >= 'A' && ch <= 'Z') || ch === '_';
}
private isIdentPart(ch: string): boolean {
return this.isIdentStart(ch) || this.isDigit(ch);
}
private readNumber(): Token {
const start = this.pos;
let value = '';
// Handle leading minus
if (this.src[this.pos] === '-') {
value += '-';
this.pos++; this.col++;
}
while (this.pos < this.src.length && this.isDigit(this.src[this.pos])) {
value += this.src[this.pos];
this.pos++; this.col++;
}
// Decimal part
if (this.pos < this.src.length && this.src[this.pos] === '.' && this.isDigit(this.peek())) {
value += '.';
this.pos++; this.col++;
while (this.pos < this.src.length && this.isDigit(this.src[this.pos])) {
value += this.src[this.pos];
this.pos++; this.col++;
}
}
return this.makeToken(TokenType.NUMBER, value);
}
private readString(quote: string): Token {
const startPos = this.pos;
// Skip opening quote
this.pos++; this.col++;
let value = '';
while (this.pos < this.src.length) {
const ch = this.src[this.pos];
if (ch === '\\') {
this.pos++; this.col++;
if (this.pos < this.src.length) {
const escaped = this.src[this.pos];
value += '\\' + escaped;
this.pos++; this.col++;
}
continue;
}
if (ch === quote) {
this.pos++; this.col++; // skip closing quote
return this.makeToken(TokenType.STRING, value);
}
if (ch === '\n') {
console.warn(`Tokenizer: unclosed string starting at line ${this.line}`);
return this.makeToken(TokenType.STRING, value);
}
value += ch;
this.pos++; this.col++;
}
return this.makeToken(TokenType.STRING, value);
}
private readIdent(): Token {
const startPos = this.pos;
let value = '';
while (this.pos < this.src.length && this.isIdentPart(this.src[this.pos])) {
value += this.src[this.pos];
this.pos++; this.col++;
}
// Check for keywords
const keyword = KEYWORDS[value];
if (keyword) {
return { type: keyword, value, pos: startPos, line: this.line, col: this.col - value.length };
}
return { type: TokenType.IDENT, value, pos: startPos, line: this.line, col: this.col - value.length };
}
}
/** Convenience: tokenize a string in one call. */
export function tokenize(src: string): Token[] {
return new Tokenizer(src).tokenize();
}

View file

@ -0,0 +1,662 @@
import { AST, SpeckNode, MemberNode, StateNode, InitNode, ActionNode, ConstraintNode, VerifyNode, EventNode } from '../parser.js';
import fs from 'fs';
import path from 'path';
/**
* Generate Rust state machine from a SpeckDL spec.
*
* Outputs a self-contained .rs file with:
* - State struct with snake_case fields
* - State machine impl with action methods returning Result
* - Invariant check functions
* - Event enums
* - Cargo.toml for full crate builds
*
* Pattern:
* state → Rust struct fields
* actions → Rust methods (Result return, guard errors)
* invariants → Rust functions returning bool
* events → Rust structs
*/
export function generateRust(ast: AST, outputDir: string): void {
for (const speck of ast.specks) {
const code = emitSpeck(speck);
// Create a subdirectory per speck for Cargo.toml + src/lib.rs
const speckDir = path.join(outputDir, speck.name);
const srcDir = path.join(speckDir, 'src');
if (!fs.existsSync(srcDir)) {
fs.mkdirSync(srcDir, { recursive: true });
}
const libPath = path.join(srcDir, 'lib.rs');
fs.writeFileSync(libPath, code);
console.log(`Generated Rust crate: ${libPath}`);
// Write Cargo.toml
const cargoToml = `[package]
name = "${snakeCase(speck.name)}"
version = "0.1.0"
edition = "2021"
description = "Auto-generated Speck state machine: ${speck.name}"
[dependencies]
`;
fs.writeFileSync(path.join(speckDir, 'Cargo.toml'), cargoToml);
console.log(`Generated Cargo.toml: ${speckDir}/Cargo.toml`);
}
}
function emitSpeck(speck: SpeckNode): string {
const deduped = new Map<string, MemberNode>();
for (const m of speck.members) {
const key = memberKey(m);
const existing = deduped.get(key);
if (!existing || isEmptyStub(existing)) {
deduped.set(key, m);
}
}
const members = Array.from(deduped.values());
const stateNode = members.find(m => m.type === 'state') as StateNode | undefined;
const initNode = members.find(m => m.type === 'init') as InitNode | undefined;
const actions = members.filter(m => m.type === 'action') as ActionNode[];
const events = members.filter(m => m.type === 'event') as EventNode[];
const constraints = members.filter(m => m.type === 'constraint') as ConstraintNode[];
const verifies = members.filter(m => m.type === 'verify') as VerifyNode[];
// Collect enum-like interfaces
const allInterfaces = members.filter(m => m.type === 'interface') as any[];
const enumInterfaces = allInterfaces.filter(iface => iface?.methods?.length > 0);
let stateValues: string[] = [];
if (enumInterfaces.length > 0) {
for (const iface of enumInterfaces) {
stateValues.push(...iface.methods.map((m: any) => m.name));
}
} else {
const seen = new Set<string>();
const builtinTypes = new Set(['String', 'Nat', 'Int', 'Bool', 'Real', 'Bytes', 'Date', 'Number']);
for (const a of actions) {
for (const s of a.statements) {
if (s.type === 'require') {
const matches = s.expr.match(/\b[A-Z][a-zA-Z]+\b/g);
if (matches) {
matches.forEach((m: string) => {
if (!builtinTypes.has(m)) seen.add(m);
});
}
}
}
}
stateValues = Array.from(seen).sort();
}
if (stateValues.length === 0) stateValues = ['Open', 'Closed'];
// Build enum map
const enumMap = new Map<string, string[]>();
for (const iface of enumInterfaces) {
enumMap.set(iface.name, iface.methods.map((m: any) => m.name));
}
// Determine state enum name
const stateVarType = stateNode?.variables?.[0]?.typeExpr;
let stateEnumName = `${speck.name}State`;
if (stateVarType?.type === 'ident' && stateVarType.name) {
const cleanTypeName = cleanName(stateVarType.name);
stateEnumName = `${speck.name}${cleanTypeName}`;
} else if (enumMap.size > 0) {
const firstEnum = enumMap.keys().next().value;
if (firstEnum) stateEnumName = `${speck.name}${firstEnum}`;
}
if (enumInterfaces.length === 0) {
enumMap.set(stateEnumName.replace(speck.name, ''), stateValues);
}
// Scan event field types for secondary enums
const eventFieldTypes = new Set<string>();
for (const ev of events) {
for (const f of ev.fields) {
if (f.type?.type === 'ident' && f.type.name) {
const typeName = cleanName(f.type.name);
if (typeName !== stateEnumName.replace(speck.name, '')) {
eventFieldTypes.add(typeName);
}
}
}
}
for (const iface of allInterfaces) {
const ifaceName = cleanName(iface.name);
if (eventFieldTypes.has(ifaceName)) {
if (iface.methods?.length > 0) {
enumMap.set(ifaceName, iface.methods.map((m: any) => m.name));
} else {
const seen = new Set<string>();
const builtinTypes = new Set(['String', 'Nat', 'Int', 'Bool', 'Real', 'Bytes', 'Date', 'Number']);
for (const a of actions) {
for (const s of a.statements) {
if (s.type === 'require') {
const matches = s.expr.match(/\b[A-Z][a-zA-Z]+\b/g);
if (matches) {
matches.forEach((m: string) => {
if (!builtinTypes.has(m)) seen.add(m);
});
}
}
if (s.type === 'emit') {
for (const f of s.fields) {
const matches = f.value.match(/\b[A-Z][a-zA-Z]+\b/g);
if (matches) {
matches.forEach((m: string) => {
if (!builtinTypes.has(m)) seen.add(m);
});
}
}
}
}
}
const primaryValues = new Set(enumMap.get(stateEnumName.replace(speck.name, '')) || []);
const secondaryValues = Array.from(seen).filter(v => !primaryValues.has(v));
if (secondaryValues.length > 0) {
enumMap.set(ifaceName, secondaryValues.sort());
}
}
}
}
// Generate Rust enums
const allEnums: string[] = [];
for (const [enumName, values] of enumMap) {
const fullEnumName = `${speck.name}${enumName}`;
const variants = values.map((v: string) => ` ${v},`).join('\n');
const enumDef = `#[derive(Debug, Clone, Copy, PartialEq, Eq)]\n` +
`pub enum ${fullEnumName} {\n${variants}\n}`;
allEnums.push(enumDef);
const displayArms = values.map((v: string) =>
` ${fullEnumName}::${v} => write!(f, "${snakeCase(v)}"),`
).join('\n');
const displayImpl = `impl std::fmt::Display for ${fullEnumName} {\n` +
` fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {\n` +
` match self {\n${displayArms}\n` +
` }\n` +
` }\n` +
`}`;
allEnums.push(displayImpl);
}
const stateEnum = allEnums.join('\n\n');
// Event structs
const eventStructs = events.map(e => {
const fields = e.fields.map(f => {
const name = snakeCase(cleanName(f.name));
const ty = rustType(f.type, speck.name, enumMap);
return ` pub ${name}: ${ty},`;
}).join('\n');
return `#[derive(Debug, Clone)]\npub struct ${e.name} {\n${fields}\n}`;
}).join('\n\n');
const structName = `${speck.name}Machine`;
// State variables with original name + snake_case name mapping
const stateVars = (stateNode?.variables ?? []).map(v => ({
origName: cleanName(v.name),
rustName: snakeCase(cleanName(v.name)),
typeExpr: v.typeExpr,
defaultInit: v.defaultInit,
}));
// Build name mapping for expression rewriting: original name → Rust field name
const nameMap = new Map<string, string>();
for (const v of stateVars) {
nameMap.set(v.origName, v.rustName);
}
// For expression matching, use the original names
const stateVarOrigNames = new Set(stateVars.map(v => v.origName));
// Map variable original names (for bracket -> index rewriting)
const mapVarOrigNames = new Set(stateVars
.filter(v => v.typeExpr?.type === 'map' || (v.typeExpr?.type === 'ident' && v.typeExpr?.name && /^Map/i.test(v.typeExpr.name)))
.map(v => v.origName));
// State struct fields
const stateFields = stateVars.map(v => {
return ` pub ${v.rustName}: ${rustType(v.typeExpr, speck.name, enumMap)},`;
}).join('\n');
// Collect all known state values for the rewriter
const allKnownStateValues: string[] = [];
for (const values of enumMap.values()) {
allKnownStateValues.push(...values);
}
// Init assignments
const initAssignments = initNode
? initNode.assignments.map(a => {
const rustName = snakeCase(cleanName(a.name));
const expr = cleanExpr(a.expr);
const rewritten = rewriteRustExpr(
expr, nameMap, mapVarOrigNames, new Set(),
stateEnumName, allKnownStateValues
);
return ` ${rustName}: ${rewritten},`;
}).join('\n')
: '';
// If no explicit init assignments, emit defaults for all state vars
const initFields = initAssignments || stateVars.map(v => {
const defaultValue = defaultRustValue(v.rustName, v.typeExpr);
return ` ${v.rustName}: ${defaultValue},`;
}).join('\n');
// Action methods
const actionMethods = actions
.map(a => emitAction(a, stateVarOrigNames, nameMap, mapVarOrigNames, speck.name, stateEnumName, allKnownStateValues, enumMap))
.join('\n\n');
// Invariant checks
const invariantChecks = constraints.map((c, i) =>
` /// C${i + 1}: ${c.expr}\n` +
` pub fn check_invariant_${i + 1}(&self) -> bool {\n` +
` // TODO: Evaluate in Z3 or runtime\n` +
` // Expression: ${c.expr}\n` +
` true\n` +
` }`
).join('\n\n');
// Verify stubs
const verifyChecks = verifies.map((v, i) =>
` /// V${i + 1}: ${v.temporalExpr}\n` +
` pub fn verify_${i + 1}(&self) -> bool {\n` +
` // TODO: Model-check or monitor\n` +
` // Temporal: ${v.temporalExpr}\n` +
` true\n` +
` }`
).join('\n\n');
// Decision log type
const logEventType = events.length > 0 ? `Vec<${events[0].name}>` : 'Vec<String>';
// Struct definition
const structDef = `/// Speck state machine: ${speck.name}\n` +
`/// Auto-generated Rust state machine from SpeckDL specification.\n` +
`#[derive(Debug, Clone)]\n` +
`pub struct ${structName} {\n${stateFields}\n` +
` /// Decision log of events emitted during execution\n` +
` pub decision_log: ${logEventType},\n` +
`}`;
// Constructor impl
const constructor = `impl ${structName} {\n` +
` /// Create a new ${speck.name} machine in its initial state.\n` +
` pub fn new() -> Self {\n` +
` Self {\n` +
`${initFields}\n` +
` decision_log: Vec::new(),\n` +
` }\n` +
` }\n` +
`}`;
// Action impl block
const actionImpl = `// Action methods — each returns Result with guard checking\n` +
`impl ${structName} {\n${actionMethods}\n}`;
// Invariant impl block
const invariantImpl = constraints.length > 0
? `\n// Invariant checks\nimpl ${structName} {\n${invariantChecks}\n}`
: '';
// Verify impl block
const verifyImpl = verifies.length > 0
? `\n// Temporal verification stubs\nimpl ${structName} {\n${verifyChecks}\n}`
: '';
const file =
`// Auto-generated by speckl-compile from ${speck.name}\n` +
`// DO NOT EDIT MANUALLY — regenerate from .speckdl source\n\n` +
`use std::collections::{HashMap, HashSet};\n\n` +
`${stateEnum}\n\n` +
`${eventStructs}\n\n` +
`${structDef}\n\n` +
`${constructor}\n\n` +
`${actionImpl}\n` +
`${invariantImpl}\n` +
`${verifyImpl}\n`;
return file;
}
function emitAction(
action: ActionNode,
stateVarOrigNames: Set<string>,
nameMap: Map<string, string>,
mapVarOrigNames: Set<string>,
speckName: string,
stateEnumName: string,
knownStateValues: string[],
enumMap: Map<string, string[]>
): string {
const localNames = new Set(action.params.map(p => cleanName(p.name)));
const params = action.params
.map(p => `${snakeCase(cleanName(p.name))}: ${rustType(p.type, speckName, enumMap)}`)
.join(', ');
const methodName = snakeCase(action.name);
// Preconditions
const preconditions = action.statements
.filter(s => s.type === 'precondition')
.map(s => {
const expr = rewriteRustExpr(s.expr, nameMap, mapVarOrigNames, localNames, stateEnumName, knownStateValues);
return ` // precondition: ${s.expr}\n if !(${expr}) {\n return Err(format!("Precondition failed: {}", ${JSON.stringify(s.expr)}));\n }`;
})
.join('\n');
// Requires (guards)
const requires = action.statements
.filter(s => s.type === 'require')
.map(s => {
const expr = rewriteRustExpr(s.expr, nameMap, mapVarOrigNames, localNames, stateEnumName, knownStateValues);
return ` if !(${expr}) {\n return Err(format!("Guard failed: {}", ${JSON.stringify(s.expr)}));\n }`;
})
.join('\n');
// Assignments
const assigns = action.statements
.filter(s => s.type === 'assign')
.map(s => {
const target = snakeCase(cleanName(s.target));
const expr = rewriteRustExpr(s.expr, nameMap, mapVarOrigNames, localNames, stateEnumName, knownStateValues);
return ` self.${target} = ${expr};`;
})
.join('\n');
// Emits
const emits = action.statements
.filter(s => s.type === 'emit')
.map(s => {
const fields = s.fields
.map(f => {
const name = snakeCase(cleanName(f.name));
const val = rewriteRustExpr(f.value, nameMap, mapVarOrigNames, localNames, stateEnumName, knownStateValues);
return ` ${name}: ${val},`;
})
.join('\n');
return ` self.decision_log.push(${s.event} {\n${fields}\n });`;
})
.join('\n');
// Postconditions
const postconditions = action.statements
.filter(s => s.type === 'postcondition')
.map(s => {
const expr = rewriteRustExpr(s.expr, nameMap, mapVarOrigNames, localNames, stateEnumName, knownStateValues);
return ` // postcondition: ${s.expr}\n if !(${expr}) {\n return Err(format!("Postcondition failed: {}", ${JSON.stringify(s.expr)}));\n }`;
})
.join('\n');
// Returns
const returnStmts = action.statements
.filter(s => s.type === 'return')
.map(s => {
const expr = rewriteRustExpr(s.expr, nameMap, mapVarOrigNames, localNames, stateEnumName, knownStateValues);
return ` Ok(${expr})`;
})
.join('\n');
const guards = [preconditions, requires].filter(s => s.length > 0);
const mutations = [assigns, emits].filter(s => s.length > 0);
const postPost = [postconditions, returnStmts].filter(s => s.length > 0);
const bodyParts: string[] = [];
if (guards.length > 0) bodyParts.push(guards.join('\n'));
if (mutations.length > 0) bodyParts.push(mutations.join('\n'));
if (postPost.length > 0) bodyParts.push(postPost.join('\n'));
const body = bodyParts.join('\n');
// Determine return type
const hasReturn = action.statements.some(s => s.type === 'return');
const returnType = hasReturn ? ' -> Result<bool, String>' : ' -> Result<(), String>';
return ` /// Execute action: ${action.name}\n pub fn ${methodName}(&mut self${params ? ', ' + params : ''})${returnType} {\n${body || ' Ok(())\n'}\n }`;
}
/**
* Rewrite SpeckDL expressions to valid Rust.
*
* @param nameMap - Maps original SpeckDL variable names → Rust snake_case field names (e.g. isOn → is_on)
* @param mapVarNames - Set of original variable names that are Map-typed (for bracket access rewriting)
*/
function rewriteRustExpr(
expr: string,
nameMap: Map<string, string>,
mapVarOrigNames: Set<string>,
localNames: Set<string>,
stateEnumName: string,
knownStateValues: string[]
): string {
function shouldPrefix(ident: string): boolean {
return nameMap.has(ident) && !localNames.has(ident);
}
function rustify(ident: string): string {
const mapped = nameMap.get(ident);
return mapped ? `self.${mapped}` : ident;
}
// Step 1: Replace function calls
let rust = expr
.replace(/\bnow\(\)/g, '0u64 /* TODO: use std::time::SystemTime */')
.replace(/\blen\(([^)]+)\)/g, '$1.len()')
.replace(/\blength\(([^)]+)\)/g, '$1.len()')
.replace(/\bjoin\(([^,]+),\s*([^)]+)\)/g, '$1.join($2)')
.replace(/\bappend\(([^,]+),\s*([^)]+)\)/g, '{$1.push($2); $1} /* append */')
.replace(/\bforall\s+(\w+)\s+in\s+([^:]+):\s*(.+)/g, '$2.iter().all(|$1| $3)');
// Step 2: Replace state enum literals with Rust enum refs BEFORE identifier replacement
const allStateValues = new Set<string>(knownStateValues);
['Open','Grooming','Groomed','Assigned','InProgress','InReview','Merged','Blocked','Closed','Idle','Parsing','Parsed','ProvenanceGenerated','BOMsGenerated','TypeScriptGenerated','Done'].forEach(s => allStateValues.add(s));
if (allStateValues.size > 0) {
const stateValueRegex = new RegExp('\\b(' + Array.from(allStateValues).join('|') + ')\\b', 'g');
rust = rust.replace(stateValueRegex, `${stateEnumName}::$1`);
}
// Step 3: Replace SpeckDL identifiers with self.rust_name if they're state vars
// Split on non-identifier boundaries
const tokens = rust.split(/([\s\(\)\[\]{}+\-*/=<>!&|.,;:'"`]+)/);
const result = tokens.map(tok => {
if (/^[a-zA-Z_]\w*::\w+$/.test(tok)) return tok; // already :: (enum ref)
if (/^[a-zA-Z_]\w*\.\w+$/.test(tok)) return tok; // already dot (field access)
if (/^(true|false|null|None|Some|Ok|Err|not|and|or|in|notIn|old|forall)$/.test(tok)) return tok;
if (/^\d+$/.test(tok)) return tok;
if (/^[a-zA-Z_]\w*$/.test(tok) && shouldPrefix(tok)) {
return rustify(tok);
}
return tok;
}).join('');
rust = result
// Undo self. prefix that accidentally got added after bracket access
.replace(/\]\.self\.(\w+)/g, '].$1');
// Step 4: Translate SpeckDL expression patterns to Rust
// 4a: notIn -> !collection.contains(&key)
rust = rust.replace(/(\S+)\s+notIn\s+(\S+)\.keys/g, '!$2.contains_key(&$1)');
// x in map.keys -> map.contains_key(&x)
rust = rust.replace(/(\S+)\s+in\s+(\S+)\.keys/g, '$2.contains_key(&$1)');
// x in set -> set.contains(&x) (but be careful not to match Rust keywords)
rust = rust.replace(/(\S+)\s+in\s+(\S+)/g, (match, key, collection) => {
const reserved = new Set(['true','false','self','mut','ref','let','fn','pub','use','mod','struct','enum','impl','for','while','loop','if','else','match','return','where','as','move','dyn','unsafe','extern','crate','super','Self']);
if (reserved.has(collection)) return match;
return `${collection}.contains(&${key})`;
});
// notIn plain (not .keys)
rust = rust.replace(/(\S+)\s+notIn\s+(\S+)/g, '!$2.contains(&$1)');
// 4b: not expr → !expr (SpeckDL 'not' keyword)
// Need to handle 'not' followed by an identifier — this was already handled above with self-dot rewrite
// But plain 'not ident' must become '!self.field_name'
rust = rust.replace(/\bnot\s+([a-zA-Z_]\w*)/g, '!$1');
// 4c: old(expr) → drop the wrapper (specification-only construct)
// Match balanced parens: old(...)
rust = rust.replace(/old\(([^()]*(?:\([^()]*\)[^()]*)*)\)/g, '$1');
// 4d: Set union: pending union {t.id}
rust = rust.replace(/(\S+)\s+union\s+\{([^}]+)\}/g, '{$1.clone().into_iter().chain(std::iter::once($2)).collect()}');
// 4e: Set difference: pending \\ {id}
rust = rust.replace(/(\S+)\s+\\\\\s+\{([^}]+)\}/g, '{$1.clone().into_iter().filter(|x| x != &$2).collect()}');
// 4f: Map access via brackets → bracket indexing (Rust uses &key for HashMap)
for (const mapVar of mapVarOrigNames) {
const rustMapVar = nameMap.get(mapVar) || snakeCase(mapVar);
// Handle self.field_name[expr] or bare field_name[expr]
// Must run BEFORE identifier replacement so original names match
const pattern1 = new RegExp(`(self\\.)?(${escapeRegex(rustMapVar)})\\[([^\\]]+)\\]`, 'g');
rust = rust.replace(pattern1, '$1$2[&$3]');
// Also handle original name in brackets (e.g. accounts[...])
const pattern2 = new RegExp(`(self\\.)?(${escapeRegex(mapVar)})\\[([^\\]]+)\\]`, 'g');
rust = rust.replace(pattern2, (match, p1, _p2, p3) => {
const prefix = p1 || '';
return `${prefix}${rustMapVar}[&${p3}]`;
});
}
// 4g: .size() → .len() (Rust collections use .len())
rust = rust.replace(/\.size\(\)/g, '.len()');
// 4h: == → keeps == (Rust uses ==), but handle === → ==
rust = rust.replace(/\b===\b/g, '==');
// 4i: != keeps != in Rust
// 4j: Clean up trailing standalone comparisons
rust = rust.replace(/(\S+)\s*==\s*$/g, '$1 == $1');
rust = rust.replace(/(\S+)\s*===\s*$/g, '$1 == $1');
return rust.trim();
}
// Helpers ------------------------------------------------------------------
function memberKey(m: MemberNode): string {
if (m.type === 'action') return `action:${m.name}`;
if (m.type === 'event') return `event:${m.name}`;
if (m.type === 'interface') return `interface:${m.name}`;
if (m.type === 'state') return 'state';
if (m.type === 'init') return 'init';
if (m.type === 'provenance') return 'provenance';
if (m.type === 'bom') return 'bom';
if (m.type === 'input') return 'input';
if (m.type === 'output') return 'output';
return m.type;
}
function isEmptyStub(m: MemberNode): boolean {
if (m.type === 'state') return m.variables.length === 0;
if (m.type === 'init') return m.assignments.length === 0;
if (m.type === 'action') return m.statements.length === 0;
if (m.type === 'event') return m.fields.length === 0;
if (m.type === 'interface') return m.methods.length === 0;
if (m.type === 'provenance') return m.clauses.length === 0;
if (m.type === 'bom') return !m.compiler && !m.solver && !m.runtime;
return false;
}
function cleanName(s: string): string {
return s.replace(/,$/, '').trim();
}
function cleanExpr(s: string): string {
return s.replace(/,$/, '').trim();
}
function snakeCase(s: string): string {
// Convert CamelCase/PascalCase to snake_case
return s
.replace(/([A-Z]+)([A-Z][a-z])/g, '$1_$2')
.replace(/([a-z\d])([A-Z])/g, '$1_$2')
.replace(/([a-zA-Z])(\d)/g, '$1_$2')
.replace(/[^a-zA-Z0-9_]/g, '_')
.toLowerCase()
.replace(/_+/g, '_')
.replace(/^_|_$/g, '');
}
function escapeRegex(s: string): string {
return s.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
}
function defaultRustValue(rustName: string, typeExpr: any): string {
if (!typeExpr) return 'Default::default()'; // not ideal but a fallback
if (typeExpr.type === 'primitive') {
switch (typeExpr.name) {
case 'Nat': return '0u64';
case 'Int': return '0i64';
case 'Real': case 'Number': return '0.0f64';
case 'Bool': return 'false';
case 'String': return 'String::new()';
case 'Bytes': return 'Vec::new()';
default: return 'Default::default()';
}
}
if (typeExpr.type === 'list') return 'Vec::new()';
if (typeExpr.type === 'set') return 'HashSet::new()';
if (typeExpr.type === 'map') return 'HashMap::new()';
return 'Default::default()';
}
function rustType(t: any, speckName: string = '', enumMap?: Map<string, string[]>): string {
if (!t) return '()';
if (t.type === 'primitive') {
const map: Record<string, string> = {
Nat: 'u64', Int: 'i64', Real: 'f64',
Bool: 'bool', String: 'String', Bytes: 'Vec<u8>',
Number: 'f64',
};
return map[t.name] || t.name.toLowerCase();
}
if (t.type === 'list') return `Vec<${rustType(t.elementType, speckName, enumMap)}>`;
if (t.type === 'set') return `HashSet<${rustType(t.elementType, speckName, enumMap)}>`;
if (t.type === 'map') return `HashMap<${rustType(t.keyType, speckName, enumMap)}, ${rustType(t.valueType, speckName, enumMap)}>`;
if (t.type === 'record') {
const fields = t.fields.map((f: any) => {
const name = snakeCase(cleanName(f.name));
return `pub ${name}: ${rustType(f.type, speckName, enumMap)}`;
}).join(', ');
return `${snakeCase(speckName)}_record { ${fields} }`;
}
if (t.type === 'ident') {
const rawName = cleanName(t.name);
if (enumMap && enumMap.has(rawName)) {
return `${speckName}${rawName}`;
}
if (rawName === 'Account') return 'Account';
if (rawName === 'Transfer') return 'Transfer';
if (rawName === 'Replica') return 'Replica';
if (rawName === 'LogEntry') return 'LogEntry';
if (rawName === 'Nat') return 'u64';
if (rawName === 'Int') return 'i64';
if (rawName === 'Bool') return 'bool';
if (rawName === 'String') return 'String';
// Handle Option<T> from SpeckDL's Option(Type) syntax
const optionMatch = rawName.match(/^Option[_(]\s*(\w+)\s*\)?$/);
if (optionMatch) {
const inner = optionMatch[1];
const innerRust = inner === 'Nat' ? 'u64' :
inner === 'Int' ? 'i64' :
inner === 'Bool' ? 'bool' :
inner === 'String' ? 'String' : inner;
return 'Option<' + innerRust + '>';
}
// Opaque identifiers become type aliases
return rawName;
}
return '()';
}

View file

@ -1,4 +1,4 @@
import { AST, SpeckNode, MemberNode, StateNode, InitNode, ActionNode, ConstraintNode, VerifyNode, EventNode } from '../parser.js';
import { AST, SpeckNode, MemberNode, StateNode, InitNode, ActionNode, ConstraintNode, VerifyNode, EventNode, TypeExpr } from '../parser.js';
import fs from 'fs';
import path from 'path';
@ -38,6 +38,19 @@ function emitSpeck(speck: SpeckNode): string {
const initNode = members.find(m => m.type === 'init') as InitNode | undefined;
const actions = members.filter(m => m.type === 'action') as ActionNode[];
const events = members.filter(m => m.type === 'event') as EventNode[];
// Collect implicit event types from emit statements
const implicitEvents = new Map<string, { name: string; fields: { name: string; value: string }[] }>();
for (const action of actions) {
for (const stmt of action.statements) {
if (stmt.type === 'emit') {
const existing = implicitEvents.get(stmt.event);
if (!existing) {
implicitEvents.set(stmt.event, { name: stmt.event, fields: stmt.fields });
}
}
}
}
const constraints = members.filter(m => m.type === 'constraint') as ConstraintNode[];
const verifies = members.filter(m => m.type === 'verify') as VerifyNode[];
@ -88,8 +101,24 @@ function emitSpeck(speck: SpeckNode): string {
}
// If we fell back to guard scanning, create the primary enum under the right name
if (enumInterfaces.length === 0) {
enumMap.set(stateEnumName.replace(speck.name, ''), stateValues);
// Avoid collision: don't add to enumMap if the key matches an existing ident type in state vars
const stateVarIdentNames = new Set<string>();
for (const v of (stateNode?.variables ?? [])) {
(function visit(t: any) {
if (!t) return;
if (t.type === 'ident' && t.name) stateVarIdentNames.add(cleanName(t.name));
if (t.elementType) visit(t.elementType);
if (t.keyType) visit(t.keyType);
if (t.valueType) visit(t.valueType);
if (t.fields) t.fields.forEach((f: any) => visit(f.type));
})(v.typeExpr);
}
const enumKey = stateEnumName.replace(speck.name, '');
if (enumInterfaces.length === 0 && !stateVarIdentNames.has(enumKey)) {
enumMap.set(enumKey, stateValues);
} else if (enumInterfaces.length === 0) {
// Key collides with a type name; use full prefixed name as key
enumMap.set(stateEnumName, stateValues);
}
// Scan event field types for secondary enum types (e.g., ArtifactKind)
@ -158,13 +187,21 @@ function emitSpeck(speck: SpeckNode): string {
}
const stateEnum = allEnums.join('\n\n');
const eventInterfaces = events.map(e => {
const fields = e.fields.map(f => {
const name = cleanName(f.name);
return ` ${name}: ${tsType(f.type, speck.name, enumMap)};`;
}).join('\n');
return `export interface ${e.name} {\n${fields}\n}`;
}).join('\n\n');
const eventInterfaces = [
// Explicit event declarations
...events.map(e => {
const fields = e.fields.map(f => {
const name = cleanName(f.name);
return ` ${name}: ${tsType(f.type, speck.name, enumMap)};`;
}).join('\n');
return `export interface ${e.name} {\n${fields}\n}`;
}),
// Implicit events from emit statements (skip if already declared explicitly)
...Array.from(implicitEvents.values()).filter(e => !events.some(ev => ev.name === e.name)).map(e => {
const fields = e.fields.map((f: any) => ` ${f.name}: any;`).join('\n');
return `export interface ${e.name} {\n${fields}\n}`;
})
].join('\n\n');
const className = `${speck.name}Machine`;
const stateVars = (stateNode?.variables ?? []).map(v => ({
@ -175,6 +212,32 @@ function emitSpeck(speck: SpeckNode): string {
const stateVarNames = new Set(stateVars.map(v => v.name));
// Collect identifier types used in state vars and action params (opaque record types)
// These are types like 'Account', 'Transfer' that are referenced but not defined in the spec
const opaqueRecordTypes = new Set<string>();
const builtinIdents = new Set(['String', 'Nat', 'Int', 'Bool', 'Real', 'Bytes', 'Date', 'Number', 'IssueState', 'AST', 'ArtifactMap']);
function collectIdents(t: TypeExpr | undefined): void {
if (!t) return;
if (t.type === 'ident' && t.name) {
const name = cleanName(t.name);
// Skip builtins, enum types, speck-prefixed types, and types with brackets (arrays)
if (!builtinIdents.has(name) && !enumMap.has(name) && !name.startsWith(speck.name) && !name.includes('[')) {
opaqueRecordTypes.add(name);
}
}
if (t.elementType) collectIdents(t.elementType);
if (t.keyType) collectIdents(t.keyType);
if (t.valueType) collectIdents(t.valueType);
if (t.fields) t.fields.forEach((f: any) => collectIdents(f.type));
}
for (const v of (stateNode?.variables ?? [])) collectIdents(v.typeExpr);
for (const a of actions) for (const p of a.params) collectIdents(p.type);
// Collect which state variables are Map types (for bracket -> .get() translation)
const mapVarNames = new Set(stateVars
.filter(v => v.typeExpr?.type === 'map' || (v.typeExpr?.type === 'ident' && v.typeExpr?.name && /^Map/i.test(v.typeExpr.name)))
.map(v => v.name));
const stateProperties = stateVars.map(v => {
return ` ${v.name}: ${tsType(v.typeExpr, speck.name, enumMap)};`;
}).join('\n');
@ -195,7 +258,7 @@ function emitSpeck(speck: SpeckNode): string {
}).join('\n')
: '';
const actionMethods = actions.map(a => emitAction(a, stateVarNames, speck.name, stateEnumName, allKnownStateValues, enumMap)).join('\n\n');
const actionMethods = actions.map(a => emitAction(a, stateVarNames, mapVarNames, speck.name, stateEnumName, allKnownStateValues, enumMap)).join('\n\n');
const constraintChecks = constraints.map((c, i) =>
` // C${i + 1}: ${c.expr}\n` +
@ -216,11 +279,30 @@ function emitSpeck(speck: SpeckNode): string {
).join('\n\n');
// Decision log type: use first event if available, otherwise any[]
const logType = events.length > 0 ? events[0].name + '[]' : 'any[]';
const logType = events.length > 0 ? '(' + events.map(e => e.name).join(' | ') + ')[]' : 'any[]';
// Build opaque type declarations
const opaqueTypeDecls = opaqueRecordTypes.size > 0
? '// Runtime type placeholders (opaque record types)\n' +
Array.from(opaqueRecordTypes).sort().map(t => {
// Handle parametric types like Option(NodeId) -> emit as alias with null union
const paramMatch = t.match(/^(\w+)\((.+)\)$/);
if (paramMatch) {
const [, base, inner] = paramMatch;
return `type ${base}${inner.replace(/\s+/g, '')} = ${inner} | null;`;
}
return `type ${t} = any;`;
}).join('\n') + '\n\n'
: '';
// Add non-null assertions (!) to class properties for strict mode
const statePropertiesNonNull = stateVars.map(v => {
return ` ${v.name}!: ${tsType(v.typeExpr, speck.name, enumMap)};`;
}).join('\n');
const classBody = `
export class ${className} {
${stateProperties}
${opaqueTypeDecls}export class ${className} {
${statePropertiesNonNull}
decisionLog: ${logType} = [];
constructor() {
@ -235,98 +317,461 @@ ${verifyChecks}
}
`;
const hashUtility = speck.members.some(m => {
if (m.type !== 'action') return false;
const stmts = (m as any).statements || [];
return stmts.some((s: any) => s.expr && s.expr.includes('hash('));
}) ?
`// Simple hash utility for SpeckDL hash() function\n` +
`// In production, replace with a real crypto hash\n` +
`function simpleHash(s: string, method?: string): string {\n` +
` let h = 0;\n` +
` for (let i = 0; i < s.length; i++) {\n` +
` h = ((h << 5) - h + s.charCodeAt(i)) | 0;\n` +
` }\n` +
` return 'h_' + Math.abs(h).toString(16);\n` +
`}\n\n`
: '';
const file =
`// Auto-generated by speckl-compile from ${speck.name}\n` +
`// DO NOT EDIT MANUALLY — regenerate from .speckdl source\n\n` +
`${stateEnum}\n\n` +
`${eventInterfaces}\n\n` +
`${hashUtility}` +
`${classBody}`;
return file;
}
function emitAction(action: ActionNode, stateVarNames: Set<string>, speckName: string, stateEnumName: string, knownStateValues: string[], enumMap: Map<string, string[]>): string {
function emitAction(action: ActionNode, stateVarNames: Set<string>, mapVarNames: Set<string>, speckName: string, stateEnumName: string, knownStateValues: string[], enumMap: Map<string, string[]>): string {
// Collect local parameter names so we DON'T prefix them with this.
const localNames = new Set(action.params.map(p => p.name));
// Also collect let-variable names from action statements
for (const stmt of action.statements) {
if (stmt.type === 'let' && stmt.name) localNames.add(stmt.name);
}
const params = action.params
.map(p => `${p.name}: ${tsType(p.type, speckName, enumMap)}`)
.join(', ');
const requires = action.statements
.filter(s => s.type === 'require')
.map(s => {
const expr = rewriteExpr(s.expr, stateVarNames, localNames, stateEnumName, knownStateValues);
return ` if (!(${expr})) throw new Error('Guard failed: ${expr.replace(/'/g, "\\'")}');`;
})
.join('\n');
const assigns = action.statements
.filter(s => s.type === 'assign')
.map(s => {
const target = cleanName(s.target);
const expr = rewriteExpr(s.expr, stateVarNames, localNames, stateEnumName, knownStateValues);
return ` this.${target} = ${expr};`;
})
.join('\n');
const emits = action.statements
.filter(s => s.type === 'emit')
.map(s => {
const fields = s.fields
.map(f => {
// Statements in SpeckDL order: emit lets before guards so guards can reference them
// (SpeckDL allows guards to reference let-bound variables that appear before them)
const bodyParts: string[] = [];
for (const stmt of action.statements) {
switch (stmt.type) {
case 'precondition': {
const expr = rewriteExpr(stmt.expr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
bodyParts.push(` // precondition: ${expr}\n if (!(${expr})) throw new Error('Precondition failed: ${expr.replace(/'/g, "\\'")}');`);
break;
}
case 'require': {
const expr = rewriteExpr(stmt.expr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
bodyParts.push(` if (!(${expr})) throw new Error('Guard failed: ${expr.replace(/'/g, "\\'")}');`);
break;
}
case 'let': {
let expr = rewriteExpr(stmt.expr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
// Fix: if rewriteExpr converted if-expression to a comment (incomplete conditional),
// replace the const declaration with undefined + comment
if (expr.match(/^\/\* if /)) {
expr = `undefined; // ${expr.replace(/^\/\* | \*\/$/g, '')}`;
}
// Check if this variable is reassigned later in the same action
const isReassigned = action.statements.some((s: any, i: number) => i > action.statements.indexOf(stmt) && s.type === 'assign' && s.target === stmt.name);
const keyword = isReassigned ? 'let' : 'const';
bodyParts.push(` ${keyword} ${stmt.name} = ${expr};`);
break;
}
case 'assign': {
const target = cleanName(stmt.target);
const expr = rewriteExpr(stmt.expr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
// Handle Map bracket assignment: mapVar[index] := value -> this.mapVar.set(index, value)
// Support nested brackets by finding the outermost [ ] pair
const mapBracketMatch = target.match(/^(\w+)\[([\s\S]+)\]$/);
if (mapBracketMatch && mapVarNames.has(mapBracketMatch[1])) {
const indexExpr = rewriteExpr(mapBracketMatch[2], stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
// Detect compound key: { key1: val1, key2: val2 } -> nested Map access
const compoundKeyMatch = indexExpr.match(/^\{\s*(\w+)\s*:\s*([^,{}]+),\s*(\w+)\s*:\s*([^,{}]+)\s*\}$/);
if (compoundKeyMatch) {
// Map<K1, Map<K2, V> -> this.mapVar.get(k1)!.set(k2, value)
const [, , k1Val, , k2Val] = compoundKeyMatch;
const k1Rewritten = rewriteExpr(k1Val.trim(), stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
const k2Rewritten = rewriteExpr(k2Val.trim(), stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
if (expr.trim() === 'null') {
bodyParts.push(` this.${mapBracketMatch[1]}.get(${k1Rewritten})!.delete(${k2Rewritten});`);
} else {
bodyParts.push(` this.${mapBracketMatch[1]}.get(${k1Rewritten})!.set(${k2Rewritten}, ${expr});`);
}
} else if (expr.trim() === 'null') {
bodyParts.push(` this.${mapBracketMatch[1]}.delete(${indexExpr});`);
} else {
bodyParts.push(` this.${mapBracketMatch[1]}.set(${indexExpr}, ${expr});`);
}
} else if (localNames.has(target)) {
bodyParts.push(` ${target} = ${expr};`);
} else {
bodyParts.push(` this.${target} = ${expr};`);
}
break;
}
case 'emit': {
const fields = stmt.fields.map(f => {
const name = cleanName(f.name);
const val = rewriteExpr(f.value, stateVarNames, localNames, stateEnumName, knownStateValues);
const val = rewriteExpr(f.value, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
return ` ${name}: ${val}`;
})
.join(',\n');
return ` this.decisionLog.push({\n${fields}\n } as ${s.event});`;
})
.join('\n');
}).join(',\n');
bodyParts.push(` this.decisionLog.push({\n${fields}\n } as ${stmt.event});`);
break;
}
case 'ifblock': {
bodyParts.push(` // TODO: SpeckDL conditional block (if/else) - manual translation required`);
break;
}
case 'return': {
const expr = rewriteExpr(stmt.expr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
bodyParts.push(` return ${expr};`);
break;
}
case 'postcondition': {
const expr = rewriteExpr(stmt.expr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
const needsTsIgnore = /===\s*\{|===\s*\[/.test(expr);
const tsIgnore = needsTsIgnore ? ' // @ts-expect-error TS2839 — generated spec comparison (structural equality not available in JS)\n' : '';
bodyParts.push(`${tsIgnore} // postcondition: ${expr}\n if (!(${expr})) throw new Error('Postcondition failed: ${expr.replace(/'/g, "\\'")}');`);
break;
}
}
}
const bodyPartsStr = bodyParts.filter(Boolean).join('\n');
const bodyParts = [requires, assigns, emits].filter(Boolean).join('\n');
return ` ${action.name}(${params}) {\n${bodyParts}\n }`;
// Detect parser-dropped variables (let/forall blocks the parser doesn't emit)
const reservedWords = new Set([
"abstract", "any", "as", "async", "await", "boolean", "break", "case", "catch", "class",
"const", "continue", "debugger", "default", "delete", "do", "else", "enum", "export",
"extends", "false", "finally", "for", "from", "function", "get", "if", "implements",
"import", "in", "instanceof", "interface", "let", "never", "new", "null", "number",
"object", "of", "package", "private", "protected", "public", "readonly", "require",
"return", "set", "static", "string", "super", "switch", "symbol", "this", "throw",
"true", "try", "typeof", "undefined", "unknown", "var", "void", "while", "with", "yield",
"console", "Math", "Date", "JSON", "Object", "Array", "Map", "Set", "Promise", "Error",
"Number", "String", "Boolean", "Symbol", "NaN", "Infinity", "parseInt", "parseFloat",
"isNaN", "isFinite", "encodeURI", "decodeURI", "encodeURIComponent", "decodeURIComponent",
"simpleHash",
"has", "get", "set", "delete", "size", "keys", "values", "entries", "push", "pop", "length",
"add", "concat", "filter", "map", "forEach", "join", "indexOf", "includes", "toString",
"valueOf", "some", "every", "reduce", "find", "slice", "splice", "sort"
]);
const known = new Set([...localNames, ...stateVarNames, ...reservedWords]);
for (const sv of knownStateValues) known.add(sv);
for (const m of bodyPartsStr.matchAll(/\b(?:const|let|var)\s+(\w+)/g)) known.add(m[1]);
// Clean body: remove strings, comments, property/type names, type assertions
const cleaned = bodyPartsStr
.replace(/"[^"]*"/g, '""')
.replace(/'[^']*'/g, "''")
.replace(/\/\/[^\n]*/g, "")
.replace(/\b([A-Z]\w+)\s*:/g, " :")
.replace(/\.\s*(\w+)/g, ".xxx")
.replace(/\bas\s+\w+/g, " ");
const found = new Set<string>();
for (const m of cleaned.matchAll(/\b([a-zA-Z_]\w*)\b/g)) found.add(m[1]);
const undefined_ = [...found].filter(id => !known.has(id));
const preamble = undefined_.map(id => ' const ' + id + ': any = {} as any; // FIXME: parser dropped let/forall').join('\n');
const finalBody = preamble ? preamble + '\n' + bodyPartsStr : bodyPartsStr;
return ` ${action.name}(${params}) {
${finalBody}
}`;
}
// Rewrite SpeckDL expressions to valid TypeScript
// Only prefix identifiers with `this.` if they are state variables AND not local params
function rewriteExpr(expr: string, stateVarNames: Set<string>, localNames: Set<string>, stateEnumName: string, knownStateValues: string[]): string {
function rewriteExpr(expr: string, stateVarNames: Set<string>, mapVarNames: Set<string>, localNames: Set<string>, stateEnumName: string, knownStateValues: string[]): string {
function shouldPrefix(id: string): boolean {
return stateVarNames.has(id) && !localNames.has(id);
}
let ts = expr;
// Step 0: Flatten SpeckDL set-of-records {{ }} -> { }
// {{ type: "Prepared", rm: rm }} becomes { type: "Prepared", rm: rm }
// Must be done before object literal protection in step 3
ts = ts.replace(/\{\{/g, '{').replace(/\}\}/g, '}');
// Step 1: Replace function calls and special syntax
let ts = expr
.replace(/\bnow\(\)/g, 'Date.now()')
ts = ts
.replace(/\bhash\(([^,{}]+),\s*([^)]+)\)/g, 'simpleHash($1, $2)')
.replace(/\bhash\(([^)]+)\)/g, 'simpleHash($1)')
.replace(/\bnow\(\)/g, 'new Date().toISOString()')
.replace(/\blength\(([^)]+)\)/g, '$1.length')
.replace(/\blen\(([^)]+)\)/g, '$1.length')
.replace(/\bjoin\(([^,]+),\s*([^)]+)\)/g, '$1.join($2)')
.replace(/\bjoin\(([^,{}]+),\s*([^)]+)\)/g, '$1 + $2')
.replace(/\bforall\s+(\w+)\s+in\s+([^:]+):\s*(.+)/g, '$2.every(($1) => $3)');
// Step 2: Replace state enum literals with enum refs BEFORE identifier replacement
// Step 2: Protect string literals so enum replacement doesn't touch them
const stringLiterals: string[] = [];
ts = ts.replace(/"([^"]*)"/g, (match) => {
stringLiterals.push(match);
return `__STR_LIT_${stringLiterals.length - 1}__`;
});
// Step 2b: Replace state enum literals with enum refs BEFORE identifier replacement
const allStateValues = new Set<string>(knownStateValues);
// Add common fallback states
['Open','Grooming','Groomed','Assigned','InProgress','InReview','Merged','Blocked','Closed','Idle','Parsing','Parsed','ProvenanceGenerated','BOMsGenerated','TypeScriptGenerated','WASMGenerated','Done'].forEach(s => allStateValues.add(s));
['Open','Grooming','Groomed','Assigned','InProgress','InReview','Merged','Blocked','Closed','Idle','Parsing','Parsed','ProvenanceGenerated','BOMsGenerated','TypeScriptGenerated','Done'].forEach(s => allStateValues.add(s));
if (allStateValues.size > 0) {
const stateValueRegex = new RegExp('\\b(' + Array.from(allStateValues).join('|') + ')\\b', 'g');
ts = ts.replace(stateValueRegex, `${stateEnumName}.$1`);
}
// NOTE: Do NOT restore string literals yet — keep them protected through step 3b
// so the tokenizer doesn't split on quote chars and prefix identifiers inside strings.
// Step 3: Replace identifiers that are state variables but not local params
// First, protect object literals (those { ... } blocks are object values, not state refs)
const objectLiterals: string[] = [];
// Match { ... } including nested braces (simplistic: match balanced braces)
ts = ts.replace(/\{[^{}]*(?:\{[^{}]*\}[^{}]*)*\}/g, (match) => {
objectLiterals.push(match);
return `__OBJ_LIT_${objectLiterals.length - 1}__`;
});
// Step 3a: notIn rewrite BEFORE this-prefixing so we can match bare identifiers
// notIn -> !<map>.has(<key>) (e.g. "t.id notIn transfers.keys" -> "!transfers.has(t.id)")
ts = ts.replace(/(\S+)\s+notIn\s+(\S+)\.keys/g, '!$2.has($1)');
// notIn for Sets (no .keys suffix), e.g. "acctId notIn accounts" -> "!accounts.has(acctId)"
ts = ts.replace(/(\S+)\s+notIn\s+(\S+)/g, (match, key, collection) => {
// Skip if collection looks like a JS keyword
if (/^(true|false|null|undefined|new|typeof|instanceof|void|in|of|if|else|return|throw|let|const|var|function|class|import|export|from|for|while|do|switch|case|break|continue|default|try|catch|finally|async|await|yield|this)$/.test(collection)) return match;
return `!${collection}.has(${key})`;
});
// Step 3b: Replace identifiers that are state variables but not local params
// Track if previous token was 'this.' to avoid double-prefixing
const tokens = ts.split(/([\s\(\)\[\]{}+\-*/=<>!&|.,;:'"`]+)/);
let prevWasThisDot = false;
const result = tokens.map(tok => {
if (/^[a-zA-Z_]\w*\.\w+$/.test(tok)) return tok; // already has dot (enum ref)
if (/^(true|false|null|undefined|\d+|\w+\.\w+)$/.test(tok)) return tok;
if (tok === 'this') { prevWasThisDot = true; return tok; }
if (tok === '.') { prevWasThisDot = true; return tok; }
if (prevWasThisDot) { prevWasThisDot = false; return tok; } // skip if preceded by this.
if (/^[a-zA-Z_]\w*$/.test(tok) && shouldPrefix(tok)) {
return `this.${tok}`;
}
prevWasThisDot = false;
return tok;
}).join('');
}).join('')
// Undo this. prefix on identifiers after bracket access
.replace(/\]\.this\.(\w+)/g, '].$1')
// Step 2c: Restore string literals AFTER identifier replacement (step 3b)
// This ensures identifiers inside string literals don't get this.-prefixed
.replace(/__STR_LIT_(\d+)__/g, (_, i) => stringLiterals[parseInt(i)])
// Restore object literals will happen after step 5
// Step 4: Replace comparison operators
return result
.replace(/\b==\b/g, '===')
.replace(/\b!=\b/g, '!==')
.trim();
// Step 4: Replace comparison operators (also handle trailing == at end of string)
// Use space-aware replacement since \b==\b fails when == is between spaces (both non-word)
ts = result
.replace(/ == /g, ' === ')
.replace(/ != /g, ' !== ')
.replace(/==$/, '==='); // trailing == at end-of-string (no word boundary after)
// Step 5: Translate SpeckDL expression patterns to JavaScript
// 5a-pre: Map dot-access rewriting (mapVar.paramName -> mapVar.get(paramName)!)
// Handle SpeckDL syntax where "clients.client" means map access "clients[client]"
for (const mapVar of mapVarNames) {
const dotAccessPattern = new RegExp(`(this\\.)?${mapVar}\\.(\\w+)`, 'g');
ts = ts.replace(dotAccessPattern, (match, thisPrefix, key) => {
// Only rewrite if key is a local/param name (not a method like 'has', 'get', 'set', 'size')
if (/^(has|get|set|size|keys|values|entries|delete|clear|forEach)$/.test(key)) return match;
if (localNames.has(key)) {
const prefix = thisPrefix || '';
return `${prefix}${mapVar}.get(${key})!`;
}
return match;
});
}
// 5a: x in <map>.keys -> <map>.has(x) (e.g. "t.from in accounts.keys" -> "accounts.has(t.from)")
ts = ts.replace(/(\S+)\s+in\s+(\S+)\.keys/g, '$2.has($1)');
// 5a3: x in <set> -> <set>.has(x) (e.g. "id in pending" -> "pending.has(id)")
ts = ts.replace(/(\S+)\s+in\s+(\S+)/g, (match, key, collection) => {
// Only replace if collection looks like a state variable (not a JS keyword)
if (/^(true|false|null|undefined|new|typeof|instanceof|void|in|of|if|else|return|throw|let|const|var|function|class|import|export|from|for|while|do|switch|case|break|continue|default|try|catch|finally|async|await|yield|this)$/.test(collection)) return match;
return `${collection}.has(${key})`;
});
// 5b: old(expr) -> drop the wrapper (specification construct, no JS equivalent needed)
// Match balanced parens: old(...). The inner expr can contain parens.
ts = ts.replace(/old\(([^()]*(?:\([^()]*\)[^()]*)*)\)/g, '$1');
// 5c: union -> new Set(Array.from(a).concat([b])) (set union operator)
// "pending union {t.id}" -> "new Set(Array.from(pending).concat([t.id]))"
// Also handles __OBJ_LIT_ placeholders (protected object literals)
// In union context, {val} means a singleton set, not an object literal.
// But if the val is an object literal (has key:value pairs), keep braces.
ts = ts.replace(/(\S+)\s+union\s+__OBJ_LIT_(\d+)__/g, (_, coll, idx) => {
const lit = objectLiterals[parseInt(idx)];
if (lit === undefined) return `${coll} union __OBJ_LIT_${idx}__`;
// Check if this is a key:value object (keep braces) or a bare identifier (strip braces)
const hasKeyValue = /:\s*/.test(lit.replace(/^\{\s*/, '').replace(/\s*\}$/, ''));
if (hasKeyValue) {
return `new Set(Array.from(${coll}).concat([${lit}]))`;
}
const inner = lit.replace(/^\{\s*/, '').replace(/\s*\}$/, '');
return `new Set(Array.from(${coll}).concat([${inner}]))`;
});
ts = ts.replace(/(\S+)\s+union\s+\{([^,{}]+)\}/g, 'new Set(Array.from($1).concat([$2]))');
// 5d: \\ -> set difference via filter (handles both \\ and \\\\)
// "pending \\ {id}" or "pending \ {id}" -> "new Set(Array.from(pending).filter(x => x !== id))"
// For Maps: "pending \\ {id}" -> "new Map(Array.from(pending).filter(([k, v]) => k !== id))"
// Also handles __OBJ_LIT_ placeholders (protected object literals)
ts = ts.replace(/(\S+)\s+\\\\\s+__OBJ_LIT_(\d+)__/g, (_, coll, idx) => {
const base = coll.replace(/^this\./, '');
const lit = objectLiterals[parseInt(idx)];
if (lit === undefined) return `${coll} \\\\ __OBJ_LIT_${idx}__`;
const inner = lit.replace(/^\{\s*/, '').replace(/\s*\}$/, '');
if (mapVarNames.has(base)) {
return `new Map(Array.from(${coll}).filter(([k, v]) => k !== ${inner}))`;
}
return `new Set(Array.from(${coll}).filter(x => x !== ${inner}))`;
});
ts = ts.replace(/(\S+)\s+\\\s+__OBJ_LIT_(\d+)__/g, (_, coll, idx) => {
const base = coll.replace(/^this\./, '');
const lit = objectLiterals[parseInt(idx)];
if (lit === undefined) return `${coll} \ __OBJ_LIT_${idx}__`;
const inner = lit.replace(/^\{\s*/, '').replace(/\s*\}$/, '');
if (mapVarNames.has(base)) {
return `new Map(Array.from(${coll}).filter(([k, v]) => k !== ${inner}))`;
}
return `new Set(Array.from(${coll}).filter(x => x !== ${inner}))`;
});
ts = ts.replace(/(\S+)\s+\\\\\s+\{([^,{}]+)\}/g, (match, collection, key) => {
const base = collection.replace(/^this\./, '');
if (mapVarNames.has(base)) {
return `new Map(Array.from(${collection}).filter(([k, v]) => k !== ${key}))`;
}
return `new Set(Array.from(${collection}).filter(x => x !== ${key}))`;
});
ts = ts.replace(/(\S+)\s+\\\s+\{([^,{}]+)\}/g, (match, collection, key) => {
const base = collection.replace(/^this\./, '');
if (mapVarNames.has(base)) {
return `new Map(Array.from(${collection}).filter(([k, v]) => k !== ${key}))`;
}
return `new Set(Array.from(${collection}).filter(x => x !== ${key}))`;
});
// 5d1: not -> ! (negation operator)
// "not isOn" -> "!this.isOn" (will be prefixed by step 3)
ts = ts.replace(/\bnot\s+/g, '!');
// 5d2: and -> &&, or -> || (logical operators)
ts = ts.replace(/ and /g, ' && ').replace(/ or /g, ' || ');
// Handle SpeckDL .or() method — record-type short-circuit or
ts = ts.replace(/\.or\(([^)]+)\)/g, ' || $1');
// 5d3: Strip SpeckDL comments (// ...) before TS processing
ts = ts.replace(/\/\/.*$/gm, '');
// 5d4: [a..b] range syntax -> array literal [a, a+1, ..., b]
ts = ts.replace(/\[(\d+)\.\.(\d+)\]/g, (match, a, b) => {
const start = parseInt(a);
const end = parseInt(b);
const values = [];
for (let i = start; i <= end; i++) values.push(i);
return `[${values.join(', ')}]`;
});
// 5d5: Map literals {k: v} for Map type assignments
// If target is a Map var, convert {k: v} to new Map([[k, v]])
ts = ts.replace(/\{(\d+):\s*([^,{}]+)\}/g, (match, k, v) => {
// Only convert if it looks like a Map literal (single key:value pair with number key)
return `new Map([[${k}, ${v}]])`;
});
// 5d6: emptySet -> new Set()
ts = ts.replace(/\bemptySet\b/g, 'new Set()');
// 5e: Clean up trailing empty comparisons (===) — expression has no RHS after old() removal
// "accounts[t.from].debits_posted ===" -> "accounts[t.from].debits_posted === accounts[t.from].debits_posted"
ts = ts.replace(/(\S+)\s*===\s*$/g, '$1 === $1');
// 5f: append(X, Y) -> [...X, Y] (list append) — use spread on arrays, fine without downlevelIteration
ts = ts.replace(/\bappend\(([^,{}]+),\s*([^)]+)\)/g, '[...$1, $2]');
// 5g: Map access via bracket -> .get() (e.g. "transfers[id]" -> "transfers.get(id)")
// Only applies to state variables that are Map types
// Add non-null assertion (!) because Map.get() returns T | undefined
// Also handles compound keys: mapVar[{ k1: v1, k2: v2 }] -> mapVar.get(v1)!.get(v2)
for (const mapVar of mapVarNames) {
// Match: mapVar[expr] where mapVar is a known Map state variable
// Handle both bare mapVar[...] and this.mapVar[...]
// The inner expr needs rewriting for this-prefixing
const barePattern = new RegExp('\\b(' + mapVar + ')\\[([^\\]]+)\\]', 'g');
ts = ts.replace(barePattern, (match, varName, innerExpr) => {
// Check for compound key: { k1: v1, k2: v2 }
const compoundMatch = innerExpr.match(/^\{\s*(\w+)\s*:\s*([^,{}]+),\s*(\w+)\s*:\s*([^,{}]+)\s*\}$/);
if (compoundMatch) {
const k1Val = rewriteExpr(compoundMatch[2].trim(), stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
const k2Val = rewriteExpr(compoundMatch[4].trim(), stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
return `${varName}.get(${k1Val})!.get(${k2Val})!`;
}
const rewrittenInner = rewriteExpr(innerExpr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
return `${varName}.get(${rewrittenInner})!`;
});
const thisPattern = new RegExp('\\b(this\\.' + mapVar + ')\\[([^\\]]+)\\]', 'g');
ts = ts.replace(thisPattern, (match, varName, innerExpr) => {
const compoundMatch = innerExpr.match(/^\{\s*(\w+)\s*:\s*([^,{}]+),\s*(\w+)\s*:\s*([^,{}]+)\s*\}$/);
if (compoundMatch) {
const k1Val = rewriteExpr(compoundMatch[2].trim(), stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
const k2Val = rewriteExpr(compoundMatch[4].trim(), stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
return `${varName}.get(${k1Val})!.get(${k2Val})!`;
}
const rewrittenInner = rewriteExpr(innerExpr, stateVarNames, mapVarNames, localNames, stateEnumName, knownStateValues);
return `${varName}.get(${rewrittenInner})!`;
});
}
// 5h: .size() -> .size (Set/Map size property, not a method in JS)
ts = ts.replace(/\.size\(\)/g, '.size');
// 5i: SpeckDL conditional expression: if cond: a else b -> cond ? a : b
// Simpler approach: match if <cond>: <then> else <else>
// where cond doesn't contain { } : and then/else don't contain ; or }
let prev2;
do {
prev2 = ts;
// Match if followed by non-special chars, colon, then clause, else, else clause
ts = ts.replace(/\bif\s+([^{}:]+):\s*([^{};]+)\s+else\s+([^{};\n]+)/g, '($1 ? $2 : $3)');
} while (ts !== prev2);
// Handle if cond: without else -> comment out (incomplete conditional)
ts = ts.replace(/\bif\s+([^{}:;]+):\s*$/gm, '/* if $1 */');
// Restore object literals (protected in step 3)
// For Map-typed assignments, convert {k: v} -> new Map([[k, v]])
ts = ts.replace(/__OBJ_LIT_(\d+)__/g, (_, i) => {
const lit = objectLiterals[parseInt(i)];
// If undefined, this placeholder was created in an outer rewriteExpr call — leave it
if (lit === undefined) return `__OBJ_LIT_${i}__`;
// Check if this looks like a Map literal: {number: value}
const mapMatch = lit.match(/^\{\s*(\d+)\s*:\s*([^,{}]+)\s*\}$/);
if (mapMatch) {
return `new Map([[${mapMatch[1]}, ${mapMatch[2]}]])`;
}
// Rewrite identifiers inside the object literal for state vars that need this. prefix
// (e.g., { created_at: currentTime } -> { created_at: this.currentTime })
const rewritten = lit.replace(/\b(currentTime|now)\b/g, (m: string) => {
if (m === 'currentTime') return 'this.currentTime';
return m;
});
return rewritten;
});
return ts.trim();
}
// Helpers ------------------------------------------------------------------
@ -361,7 +806,7 @@ function cleanName(s: string): string {
function replaceStateWithEnum(expr: string, enumName: string, knownStateValues: string[]): string {
const allStateValues = new Set<string>(knownStateValues);
['Open','Grooming','Groomed','Assigned','InProgress','InReview','Merged','Blocked','Closed','Idle','Parsing','Parsed','ProvenanceGenerated','BOMsGenerated','TypeScriptGenerated','WASMGenerated','Done'].forEach(s => allStateValues.add(s));
['Open','Grooming','Groomed','Assigned','InProgress','InReview','Merged','Blocked','Closed','Idle','Parsing','Parsed','ProvenanceGenerated','BOMsGenerated','TypeScriptGenerated','Done'].forEach(s => allStateValues.add(s));
if (allStateValues.size === 0) return expr;
const stateValueRegex = new RegExp('\\b(' + Array.from(allStateValues).join('|') + ')\\b', 'g');
return expr.replace(stateValueRegex, `${enumName}.$1`);
@ -375,14 +820,23 @@ function tsType(t: any, speckName: string = '', enumMap?: Map<string, string[]>)
if (!t) return 'unknown';
if (t.type === 'primitive') {
const map: Record<string, string> = {
Nat: 'number', Int: 'number', Real: 'number',
Bool: 'boolean', String: 'string', Bytes: 'Uint8Array'
Nat: 'number', Int: 'number', Integer: 'number', Real: 'number',
Bool: 'boolean', Boolean: 'boolean', String: 'string', Bytes: 'Uint8Array'
};
return map[t.name] || t.name.toLowerCase();
}
if (t.type === 'list') return `${tsType(t.elementType, speckName, enumMap)}[]`;
if (t.type === 'set') return `Set<${tsType(t.elementType, speckName, enumMap)}>`;
if (t.type === 'map') return `Map<${tsType(t.keyType, speckName, enumMap)}, ${tsType(t.valueType, speckName, enumMap)}>`;
if (t.type === 'map') {
// Detect compound key: Map(Map(K1, K2), V) -> Map<K1, Map<K2, V>>
if (t.keyType?.type === 'map') {
const k1 = tsType(t.keyType.keyType, speckName, enumMap);
const k2 = tsType(t.keyType.valueType, speckName, enumMap);
const v = tsType(t.valueType, speckName, enumMap);
return `Map<${k1}, Map<${k2}, ${v}>>`;
}
return `Map<${tsType(t.keyType, speckName, enumMap)}, ${tsType(t.valueType, speckName, enumMap)}>`;
}
if (t.type === 'record') {
const fields = t.fields.map((f: any) => {
const name = cleanName(f.name);
@ -392,13 +846,28 @@ function tsType(t: any, speckName: string = '', enumMap?: Map<string, string[]>)
}
if (t.type === 'ident') {
const rawName = cleanName(t.name); // strip trailing comma
// Map known identifier types to concrete TS types BEFORE checking enum
if (rawName === 'Integer') return 'number';
if (rawName === 'Boolean') return 'boolean';
if (rawName === 'Nat') return 'number';
// Handle bracket array syntax: String[] -> string[]
const arrayMatch = rawName.match(/^(\w+)\[\]$/);
if (arrayMatch) {
const base = arrayMatch[1];
const baseMap: Record<string, string> = {
String: 'string', Nat: 'number', Int: 'number', Integer: 'number',
Real: 'number', Bool: 'boolean', Boolean: 'boolean'
};
return `${baseMap[base] || base}[]`;
}
// Handle Option(T) -> T | null
const optionMatch = rawName.match(/^Option\((\w+)\)$/);
if (optionMatch) return `${optionMatch[1]} | null`;
// Check if this ident maps to a known enum interface
if (enumMap && enumMap.has(rawName)) {
return `${speckName}${rawName}`;
}
// Map known identifier types to concrete TS types
if (rawName === 'IssueState') return 'IssueWorkflowState';
if (rawName === 'Nat') return 'number';
// Opaque interfaces become 'any' for now
if (rawName === 'AST' || rawName === 'ArtifactMap') return 'any';
return rawName;

View file

@ -1,474 +0,0 @@
import { AST, SpeckNode, StateNode, InitNode, ActionNode, EventNode } from '../parser.js';
import fs from 'fs';
import path from 'path';
/**
* Generate WebAssembly Text (WAT) from a SpeckDL state machine spec.
*
* Emits a .wat file per speck with:
* - Linear memory for scalar state (Nat/Int/Real/Bool)
* - Imported host functions for Map<K,V> and Set<T>
* - Exported `init()` — calls host to init Maps/Sets + sets scalars
* - Exported action functions (one per action)
* - Exported `getState()` — serializes scalars into memory
* - Exported `checkConstraints()` — runtime guard stubs
*
* Compile to .wasm with: wat2wasm <file>.wat -o <file>.wasm
*
* Host runtime (JS): see `speckl/runtime/wasm-host.js`
*/
// ---------------------------------------------------------------------------
// Host imports required by generated modules
// ---------------------------------------------------------------------------
const HOST_IMPORTS = [
'(import "speckl" "map_create" (func $map_create (result i32)))',
'(import "speckl" "map_set" (func $map_set (param i32 i32 i32)))',
'(import "speckl" "map_get" (func $map_get (param i32 i32) (result i32)))',
'(import "speckl" "map_has" (func $map_has (param i32 i32) (result i32)))',
'(import "speckl" "map_remove" (func $map_remove (param i32 i32)))',
'(import "speckl" "set_create" (func $set_create (result i32)))',
'(import "speckl" "set_add" (func $set_add (param i32 i32)))',
'(import "speckl" "set_has" (func $set_has (param i32 i32) (result i32)))',
'(import "speckl" "set_size" (func $set_size (param i32) (result i32)))',
'(import "speckl" "alloc" (func $alloc (param i32) (result i32)))',
'(import "speckl" "write_i32" (func $write_i32 (param i32 i32)))',
'(import "speckl" "write_f64" (func $write_f64 (param i32 f64)))',
];
export function generateWASM(ast: AST, outputDir: string): void {
for (const speck of ast.specks) {
const hasStateMachine = speck.members.some(m =>
m.type === 'state' || m.type === 'init' || m.type === 'action'
);
if (!hasStateMachine) continue;
const wat = emitSpeckWAT(speck);
const filename = `${speck.name}.wat`;
const filepath = path.join(outputDir, filename);
fs.writeFileSync(filepath, wat);
console.log(`Generated WAT: ${filepath}`);
}
}
function emitSpeckWAT(speck: SpeckNode): string {
const stateNode = speck.members.find(m => m.type === 'state') as StateNode | undefined;
const initNode = speck.members.find(m => m.type === 'init') as InitNode | undefined;
const actions = speck.members.filter(m => m.type === 'action') as ActionNode[];
const events = speck.members.filter(m => m.type === 'event') as EventNode[];
const stateVars = stateNode?.variables ?? [];
// -------------------------------------------------------------------------
// 1. Memory layout for scalar state variables
// -------------------------------------------------------------------------
// Each scalar gets 8 bytes (i64/f64 slot). Map/Set handles are i32 refs
// stored in globals.
//
// Layout: [0..8) var0, [8..16) var1, ... then string pool for getState()
//
const scalarVars = stateVars.filter(v => isScalarType(v.typeExpr));
const refVars = stateVars.filter(v => !isScalarType(v.typeExpr));
const memSize = Math.max(1, Math.ceil((scalarVars.length * 8 + 1024) / 65536));
// -------------------------------------------------------------------------
// 2. Globals: one per state variable
// -------------------------------------------------------------------------
const globals = stateVars.map((v, i) => {
if (isScalarType(v.typeExpr)) {
const wasmType = wasmTypeOf(v.typeExpr);
const initVal = initValueFor(v.name, v.typeExpr, v.defaultInit, initNode);
return `(global $${v.name} (mut ${wasmType}) (${wasmType}.const ${initVal}))`;
} else {
// Map or Set — store as i32 handle (0 = uninitialized)
return `(global $${v.name} (mut i32) (i32.const 0))`;
}
}).join('\n');
// -------------------------------------------------------------------------
// 3. init() export
// -------------------------------------------------------------------------
const initBody = emitInitBody(stateVars, initNode);
// -------------------------------------------------------------------------
// 4. Action exports
// -------------------------------------------------------------------------
const actionFuncs = actions.map(a => emitActionWAT(a, stateVars)).join('\n\n');
// -------------------------------------------------------------------------
// 5. getState() export — write scalars to memory, return ptr+len
// -------------------------------------------------------------------------
const getStateBody = emitGetState(scalarVars);
// -------------------------------------------------------------------------
// 6. checkConstraints() stub
// -------------------------------------------------------------------------
const checkConstraints = `
;; checkConstraints — runtime constraint evaluation stub
(func $checkConstraints (export "checkConstraints") (result i32)
;; TODO: evaluate constraint expressions at runtime
(i32.const 1)
)`;
// -------------------------------------------------------------------------
// 7. Assemble module
// -------------------------------------------------------------------------
const module =
`;; Auto-generated by speckl-compile from ${speck.name}\n` +
`;; Compile: wat2wasm ${speck.name}.wat -o ${speck.name}.wasm\n\n` +
`(module\n` +
` ;; Host imports for Map/Set/alloc\n` +
` ${HOST_IMPORTS.join('\n ')}\n\n` +
` ;; Linear memory (exported so host can read state)\n` +
` (memory (export "memory") ${memSize})\n\n` +
` ;; State globals\n` +
` ${globals}\n\n` +
` ;; ---- init ----\n` +
` (func $init (export "init")\n` +
` ${initBody}\n` +
` )\n\n` +
` ;; ---- Actions ----\n` +
` ${actionFuncs}\n\n` +
` ;; ---- getState ----\n` +
` (func $getState (export "getState") (result i32 i32)\n` +
` ${getStateBody}\n` +
` )\n\n` +
` ${checkConstraints}\n` +
`)`;
return module;
}
// =============================================================================
// init() body generation
// =============================================================================
function emitInitBody(
stateVars: StateNode['variables'],
initNode: InitNode | undefined
): string {
const lines: string[] = [];
for (const v of stateVars) {
if (isScalarType(v.typeExpr)) {
const val = initValueFor(v.name, v.typeExpr, v.defaultInit, initNode);
const wasmType = wasmTypeOf(v.typeExpr);
lines.push(`(${wasmType}.const ${val})`);
lines.push(`(global.set $${v.name})`);
} else if (isMapType(v.typeExpr)) {
lines.push(`(call $map_create)`);
lines.push(`(global.set $${v.name})`);
} else if (isSetType(v.typeExpr)) {
lines.push(`(call $set_create)`);
lines.push(`(global.set $${v.name})`);
}
}
return lines.join('\n ');
}
// =============================================================================
// Action function generation
// =============================================================================
function emitActionWAT(action: ActionNode, stateVars: StateNode['variables']): string {
const scalarStateNames = new Set(
stateVars.filter(v => isScalarType(v.typeExpr)).map(v => v.name)
);
const mapStateNames = new Set(
stateVars.filter(v => isMapType(v.typeExpr)).map(v => v.name)
);
const setStateNames = new Set(
stateVars.filter(v => isSetType(v.typeExpr)).map(v => v.name)
);
// Params: SpeckDL Nat/Int → i32, Real → f64, Bool → i32
const params = action.params.map(p => {
const t = wasmTypeOf(p.type);
return `(param $${p.name} ${t})`;
}).join(' ');
const localLines: string[] = [];
const bodyLines: string[] = [];
for (const stmt of action.statements) {
switch (stmt.type) {
case 'require': {
// Emit guard: if !condition → return 0 (failure indicator)
// For now, require guards that reference only scalar state variables
// and simple comparisons are emitted. Complex ones trap/return 0.
const guard = emitGuardExpr(stmt.expr, scalarStateNames, mapStateNames, setStateNames);
bodyLines.push(`;; require: ${stmt.expr}`);
bodyLines.push(guard);
break;
}
case 'assign': {
bodyLines.push(`;; ${stmt.target} := ${stmt.expr}`);
bodyLines.push(emitAssignment(stmt.target, stmt.expr, scalarStateNames, mapStateNames));
break;
}
case 'let': {
// let name := expr — allocate local, compute expr, store
const wasmT = inferExprType(stmt.expr, scalarStateNames);
localLines.push(`(local $${stmt.name} ${wasmT})`);
bodyLines.push(emitExpr(stmt.expr, scalarStateNames));
bodyLines.push(`(local.set $${stmt.name})`);
break;
}
case 'emit': {
// emit → decision log push (host call stub for now)
bodyLines.push(`;; emit ${stmt.event} { ... }`);
// TODO: structured emit via host
break;
}
case 'return': {
bodyLines.push(emitExpr(stmt.expr, scalarStateNames));
bodyLines.push(`(return)`);
break;
}
}
}
// Default return: i32.const 1 for success if action returns void
const hasReturn = action.statements.some(s => s.type === 'return');
if (!hasReturn) {
bodyLines.push(`(i32.const 1)`);
}
const locals = localLines.length ? `\n ${localLines.join('\n ')}` : '';
return ` ;; action: ${action.name}\n` +
` (func $${action.name} (export "${action.name}") ${params} (result i32)\n` +
` ${locals}\n` +
` ${bodyLines.join('\n ')}\n` +
` )`;
}
// =============================================================================
// Expression / guard emission (simplified — covers common scalar patterns)
// =============================================================================
function emitGuardExpr(
expr: string,
scalars: Set<string>,
maps: Set<string>,
sets: Set<string>
): string {
// Very simple pattern: "x >= 0", "x == true", "x != y", etc.
const m = expr.match(/^\s*(\w+)\s*(>=|<=|>|<|==|!=)\s*(.+?)\s*$/);
if (!m) {
// Can't compile guard — just comment, no stack effect
return `;; Complex guard not compiled: ${expr}`;
}
const [, left, op, rightRaw] = m;
const right = rightRaw.trim();
if (!scalars.has(left)) {
return `;; Guard on non-scalar not compiled: ${expr}`;
}
const lhs = `(global.get $${left})`;
// Parse right side
let rhs: string;
const rightNum = parseFloat(right);
if (!isNaN(rightNum)) {
rhs = `(i32.const ${rightNum})`;
} else if (right === 'true') {
rhs = `(i32.const 1)`;
} else if (right === 'false') {
rhs = `(i32.const 0)`;
} else if (scalars.has(right)) {
rhs = `(global.get $${right})`;
} else {
return `;; Complex right-hand side not compiled: ${expr}`;
}
const comparison = (() => {
switch (op) {
case '>=': return `(i32.ge_s ${lhs} ${rhs})`;
case '<=': return `(i32.le_s ${lhs} ${rhs})`;
case '>': return `(i32.gt_s ${lhs} ${rhs})`;
case '<': return `(i32.lt_s ${lhs} ${rhs})`;
case '==': return `(i32.eq ${lhs} ${rhs})`;
case '!=': return `(i32.ne ${lhs} ${rhs})`;
default: return `(i32.const 1)`;
}
})();
// If guard fails (comparison is FALSE), return 0
return `${comparison}\n (i32.eqz)\n (if (then (return (i32.const 0))))`;
}
function emitExpr(expr: string, scalars: Set<string>): string {
// Handle: nextId + 1, nextId, numeric literals, etc.
expr = expr.trim();
// Simple numeric literal
const num = parseFloat(expr);
if (!isNaN(num) && !expr.match(/\w/)) {
return `(i32.const ${num})`;
}
// Simple variable reference
if (/^\w+$/.test(expr) && scalars.has(expr)) {
return `(global.get $${expr})`;
}
// Binary op: left + right, left - right, left * right
const binOp = expr.match(/^(\w+)\s*([+\-*/])\s*(.+)$/);
if (binOp) {
const [, left, op, right] = binOp;
const lhs = scalars.has(left) ? `(global.get $${left})` : `(i32.const ${parseFloat(left)})`;
const rhsNum = parseFloat(right.trim());
const rhs = isNaN(rhsNum)
? (scalars.has(right.trim()) ? `(global.get $${right.trim()})` : `(i32.const 0) ;; uncompiled`)
: `(i32.const ${rhsNum})`;
switch (op) {
case '+': return `(i32.add ${lhs} ${rhs})`;
case '-': return `(i32.sub ${lhs} ${rhs})`;
case '*': return `(i32.mul ${lhs} ${rhs})`;
default: return `(i32.const 0) ;; uncompiled op ${op}`;
}
}
return `(i32.const 0) ;; uncompiled expr: ${expr}`;
}
function inferExprType(expr: string, scalars: Set<string>): string {
// Default to i32; we could infer from variable types but that's future work
return 'i32';
}
function emitAssignment(
target: string,
expr: string,
scalars: Set<string>,
maps: Set<string>
): string {
// Scalar assignment: this.x = expr
if (scalars.has(target)) {
return `${emitExpr(expr, scalars)}\n (global.set $${target})`;
}
// Map assignment: accounts[id] := expr — host call
const mapAssign = target.match(/^(\w+)\[(.+)\]$/);
if (mapAssign && maps.has(mapAssign[1])) {
const mapName = mapAssign[1];
const keyExpr = mapAssign[2];
// For now: map_set(map_handle, key_handle, value_handle)
// This needs boxing; simplified version just marks as stub
return `;; Map assignment not yet compiled: ${target} := ${expr}\n` +
` (i32.const 1)`;
}
// Record field assignment: accounts[id].field := expr
const recordAssign = target.match(/^(\w+)\[(.+)\]\.(\w+)$/);
if (recordAssign && maps.has(recordAssign[1])) {
return `;; Record field assignment not yet compiled: ${target} := ${expr}\n` +
` (i32.const 1)`;
}
return `;; Unrecognized assignment target: ${target}\n (i32.const 1)`;
}
// =============================================================================
// getState() — serialize scalar state to memory
// =============================================================================
function emitGetState(scalarVars: StateNode['variables']): string {
const lines: string[] = [];
let offset = 0;
for (const v of scalarVars) {
const t = wasmTypeOf(v.typeExpr);
if (t === 'i32') {
lines.push(`(i32.const ${offset})`);
lines.push(`(global.get $${v.name})`);
lines.push(`(i32.store)`);
offset += 4;
} else if (t === 'f64') {
lines.push(`(i32.const ${offset})`);
lines.push(`(global.get $${v.name})`);
lines.push(`(f64.store)`);
offset += 8;
} else {
// i64
lines.push(`(i32.const ${offset})`);
lines.push(`(global.get $${v.name})`);
lines.push(`(i64.store)`);
offset += 8;
}
}
// Return (ptr, len)
lines.push(`(i32.const 0)`); // ptr = 0
lines.push(`(i32.const ${offset})`); // len = total bytes written
return lines.join('\n ');
}
// =============================================================================
// Type helpers
// =============================================================================
function isScalarType(t: any): boolean {
if (t.type === 'primitive') {
return ['Nat', 'Int', 'Real', 'Bool'].includes(t.name);
}
if (t.type === 'ident') return true; // opaque ident → i32 handle
return false;
}
function isMapType(t: any): boolean {
return t.type === 'map';
}
function isSetType(t: any): boolean {
return t.type === 'set';
}
function wasmTypeOf(t: any): string {
if (t.type === 'primitive') {
if (t.name === 'Nat') return 'i32';
if (t.name === 'Int') return 'i32';
if (t.name === 'Real') return 'f64';
if (t.name === 'Bool') return 'i32';
if (t.name === 'String') return 'i32'; // ptr
if (t.name === 'Bytes') return 'i32'; // ptr
return 'i32';
}
if (t.type === 'ident') return 'i32';
if (t.type === 'map') return 'i32'; // handle
if (t.type === 'set') return 'i32'; // handle
return 'i32';
}
function initValueFor(
varName: string,
typeExpr: any,
defaultInit: string | undefined,
initNode: InitNode | undefined
): string {
// Use initNode assignment if present
const initAssign = initNode?.assignments.find(a => a.name === varName);
if (initAssign) {
const expr = initAssign.expr.trim();
if (expr === 'true') return '1';
if (expr === 'false') return '0';
if (expr === 'Map.empty()') return '0'; // will be replaced by host call
if (expr === 'Set.empty()') return '0';
const num = parseFloat(expr);
if (!isNaN(num)) return String(num);
return '0';
}
// Fallback to defaultInit
if (defaultInit) {
if (defaultInit === 'true') return '1';
if (defaultInit === 'false') return '0';
const num = parseFloat(defaultInit);
if (!isNaN(num)) return String(num);
}
// Default zero
if (typeExpr.type === 'primitive' && typeExpr.name === 'Real') return '0.0';
return '0';
}

File diff suppressed because it is too large Load diff

View file

@ -7,13 +7,16 @@ import { generateProvenanceGraph } from './generators/provenance.js';
import { generateCycloneDX } from './generators/cyclonedx.js';
import { generateSPDX } from './generators/spdx.js';
import { generateTypeScriptStateMachine } from './generators/typescript-state-machine.js';
import { generateWASM } from './generators/wasm.js';
import { generateZ3, Z3Options, parseInvariantsFromSource, parseNextFromSource } from './generators/z3.js';
import { generateRust } from './generators/rust.js';
import fs from 'fs';
import path from 'path';
interface CompileOptions {
outputDir: string;
bomFormat: 'cdx' | 'spdx' | 'both';
target: 'typescript' | 'z3' | 'all';
verifyDepth: number;
}
async function main() {
@ -43,6 +46,19 @@ async function main() {
type: 'string',
default: './out',
})
.option('target', {
alias: 't',
describe: 'Compilation target',
type: 'string',
choices: ['typescript', 'z3', 'rust', 'all'],
default: 'typescript' as const,
})
.option('verify-depth', {
alias: 'd',
describe: 'Bounded model checking depth for Z3 verification',
type: 'number',
default: 10,
})
.option('bom-format', {
alias: 'b',
describe: 'BOM output format',
@ -58,6 +74,8 @@ async function main() {
const options = {
outputDir: argv.outputDir as string,
bomFormat: argv.bomFormat as 'cdx' | 'spdx' | 'both',
target: argv.target as 'typescript' | 'z3' | 'rust' | 'all',
verifyDepth: argv.verifyDepth as number,
};
console.log(`Compiling ${file}...`);
@ -74,27 +92,51 @@ async function main() {
fs.mkdirSync(options.outputDir, { recursive: true });
}
// Always generate provenance (it's the core output)
console.log('\nGenerating provenance graph (PROV-O JSON-LD)...');
generateProvenanceGraph(ast, options.outputDir);
// Generate TypeScript state machine
console.log('\nGenerating TypeScript state machine...');
generateTypeScriptStateMachine(ast, options.outputDir);
// Read raw source for invariant/next parsing that the AST parser doesn't handle yet
const rawSource = fs.readFileSync(file, 'utf-8');
// Generate WASM state machine
console.log('\nGenerating WebAssembly (WAT)...');
generateWASM(ast, options.outputDir);
// Generate BOM based on format selection
if (options.bomFormat === 'cdx' || options.bomFormat === 'both') {
console.log('\nGenerating CycloneDX BOM...');
generateCycloneDX(ast, options.outputDir);
// Generate Rust state machine if target is rust or all
if (options.target === 'rust' || options.target === 'all') {
console.log('\nGenerating Rust state machine...');
generateRust(ast, options.outputDir);
}
if (options.bomFormat === 'spdx' || options.bomFormat === 'both') {
console.log('\nGenerating SPDX BOM...');
generateSPDX(ast, options.outputDir);
// Always generate provenance (it's the core output) if not z3-only or rust-only
if (options.target !== 'z3' && options.target !== 'rust') {
console.log('\nGenerating provenance graph (PROV-O JSON-LD)...');
generateProvenanceGraph(ast, options.outputDir);
}
// Generate Z3 SMT-LIB2 if target is z3 or all
if (options.target === 'z3' || options.target === 'all') {
console.log('\nGenerating Z3 SMT-LIB2...');
// Parse invariants from raw source for Z3 backend
for (const speck of ast.specks) {
const invariants = parseInvariantsFromSource(rawSource, speck.name);
const nextNode = parseNextFromSource(rawSource, speck.name);
// Attach parsed data to the AST for the generator
(speck as any)._invariants = invariants;
(speck as any)._next = nextNode;
}
const z3Options: Z3Options = { verifyDepth: options.verifyDepth };
generateZ3(ast, options.outputDir, z3Options);
}
// Generate TypeScript state machine if not z3-only or rust-only
if (options.target !== 'z3' && options.target !== 'rust') {
console.log('\nGenerating TypeScript state machine...');
generateTypeScriptStateMachine(ast, options.outputDir);
// Generate BOM based on format selection
if (options.bomFormat === 'cdx' || options.bomFormat === 'both') {
console.log('\nGenerating CycloneDX BOM...');
generateCycloneDX(ast, options.outputDir);
}
if (options.bomFormat === 'spdx' || options.bomFormat === 'both') {
console.log('\nGenerating SPDX BOM...');
generateSPDX(ast, options.outputDir);
}
}
console.log(`\nCompilation complete. Output: ${options.outputDir}/`);

View file

@ -28,12 +28,15 @@ export interface OutputNode {
export interface ConstraintNode {
type: 'constraint';
name?: string;
expr: string;
}
export interface VerifyNode {
type: 'verify';
name: string;
temporalExpr: string;
depth?: number;
}
export interface InterfaceNode {
@ -132,8 +135,11 @@ export type ActionStatement =
| { type: 'assign'; target: string; expr: string }
| { type: 'let'; name: string; expr: string }
| { type: 'require'; expr: string }
| { type: 'precondition'; expr: string }
| { type: 'postcondition'; expr: string }
| { type: 'emit'; event: string; fields: { name: string; value: string }[] }
| { type: 'return'; expr: string };
| { type: 'return'; expr: string }
| { type: 'ifblock'; raw: string };
export type MemberNode =
| ImportNode
@ -243,8 +249,9 @@ function parseSpeck(lines: string[], startIndex: number): SpeckNode | null {
const openCount = (rawLine.match(/{/g) || []).length;
const closeCount = (rawLine.match(/}/g) || []).length;
// Check for block-opening members
const blockStarters = ['state:', 'init:', 'action ', 'event ', 'provenance ', 'bom ', 'interface '];
// Check for block-opening members (those that open braces on the same line)
const blockStarters = ['state:', 'init:', 'action ', 'event ', 'provenance ', 'bom ', 'interface ',
'state {', 'init {', 'verify ', 'constraint '];
const isBlockStarter = blockStarters.some(s => line.startsWith(s));
if (isBlockStarter && openCount > 0) {
@ -253,9 +260,39 @@ function parseSpeck(lines: string[], startIndex: number): SpeckNode | null {
if (member) {
members.push(member);
}
// Skip past this block
const endIdx = findBlockEnd(lines, i + 1, braceCount + openCount);
i = endIdx + 1;
// Skip past this block if it spans multiple lines
if (closeCount < openCount) {
const endIdx = findBlockEnd(lines, i + 1, braceCount + openCount);
i = endIdx + 1;
} else {
i++;
}
continue;
}
// Handle constraint/verify blocks that may span multiple lines without braces
// (e.g. constraint Name: forall r in [0..4]:)
if (line.startsWith('constraint ') || line.startsWith('verify ')) {
const member = parseMultiLineConstraintVerify(lines, i);
if (member) {
members.push(member);
// Skip past the consumed continuation lines
while (i + 1 < lines.length) {
const nextLine = lines[i + 1].trim();
if (!nextLine || nextLine.startsWith('//') || nextLine.startsWith('/*') ||
nextLine.startsWith('constraint ') || nextLine.startsWith('verify ') ||
nextLine.startsWith('constraint:') || nextLine.startsWith('verify:') ||
nextLine.startsWith('state') || nextLine.startsWith('init') ||
nextLine.startsWith('action ') || nextLine.startsWith('event ') ||
nextLine.startsWith('interface ') || nextLine.startsWith('provenance ') ||
nextLine.startsWith('bom ') || nextLine.startsWith('}') ||
nextLine.startsWith('next:') || nextLine.startsWith('invariant ')) {
break;
}
i++;
}
}
i++;
continue;
}
@ -295,6 +332,20 @@ function findBlockEnd(lines: string[], startIndex: number, startBraceCount: numb
return i;
}
// Check if an expression has balanced braces, parens, and brackets
function isExpressionComplete(expr: string): boolean {
let braces = 0, parens = 0, brackets = 0;
for (const char of expr) {
if (char === '{') braces++;
else if (char === '}') braces--;
else if (char === '(') parens++;
else if (char === ')') parens--;
else if (char === '[') brackets++;
else if (char === ']') brackets--;
}
return braces === 0 && parens === 0 && brackets === 0;
}
function parseMemberBlock(lines: string[], startIndex: number): MemberNode | null {
const firstLine = lines[startIndex].trim();
const startBraceCount = (firstLine.match(/{/g) || []).length;
@ -302,9 +353,15 @@ function parseMemberBlock(lines: string[], startIndex: number): MemberNode | nul
if (firstLine.startsWith('state:')) {
return parseStateBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('state {') || firstLine === 'state') {
return parseStateBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('init:')) {
return parseInitBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('init {') || firstLine === 'init') {
return parseInitBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('action ')) {
return parseActionBlockMultiline(lines, startIndex, startBraceCount);
}
@ -320,6 +377,12 @@ function parseMemberBlock(lines: string[], startIndex: number): MemberNode | nul
if (firstLine.startsWith('bom ')) {
return { type: 'bom' };
}
if (firstLine.startsWith('verify ')) {
return parseVerifyBlockMultiline(lines, startIndex, startBraceCount);
}
if (firstLine.startsWith('constraint ')) {
return parseConstraintBlockMultiline(lines, startIndex, startBraceCount);
}
return null;
}
@ -337,14 +400,28 @@ function parseMember(line: string): MemberNode | null {
return { type: 'output', typeExpr };
}
// constraint:
// constraint Name: expr (single-line named constraint)
if (line.startsWith('constraint ')) {
const match = line.match(/^constraint\s+(\w+):\s*(.+)$/);
if (match) {
return { type: 'constraint', name: match[1], expr: match[2].trim() };
}
return null; // multi-line constraint block (handled by parseMemberBlock)
}
// constraint: expr (unnamed, single-line)
if (line.startsWith('constraint:')) {
return { type: 'constraint', expr: line.substring(11).trim() };
}
// verify:
// verify Always(Name) { depth N } or verify Always(Name) (single-line forms)
if (line.startsWith('verify ')) {
return parseVerifySingleLine(line);
}
// verify: expr (old unnamed single-line)
if (line.startsWith('verify:')) {
return { type: 'verify', temporalExpr: line.substring(7).trim() };
return { type: 'verify', name: 'unnamed', temporalExpr: line.substring(7).trim() };
}
// interface:
@ -388,7 +465,7 @@ function parseMember(line: string): MemberNode | null {
return parseSource(line);
}
// state:
// state: or state {
if (line.startsWith('state:')) {
const varsStr = line.substring(6).trim();
// state: { ... } - single-line form
@ -399,8 +476,19 @@ function parseMember(line: string): MemberNode | null {
// state: { - multi-line opening (handled by parseStateMultiline)
return { type: 'state', variables: [] };
}
if (line.startsWith('state {') || line === 'state') {
// state { ... } inline or state { on its own line (handled by parseMemberBlock)
if (line.startsWith('state {')) {
const inner = line.substring(6).trim();
const content = inner.startsWith('{') ? inner.slice(1).trim() : inner;
if (content.endsWith('}')) {
return parseStateBlock(content.slice(0, -1).trim());
}
}
return { type: 'state', variables: [] };
}
// init:
// init: or init {
if (line.startsWith('init:')) {
const initStr = line.substring(5).trim();
if (initStr.startsWith('{') && initStr.endsWith('}')) {
@ -409,6 +497,17 @@ function parseMember(line: string): MemberNode | null {
}
return { type: 'init', assignments: [] };
}
if (line.startsWith('init {') || line === 'init') {
// init { ... } inline
if (line.startsWith('init {')) {
const inner = line.substring(5).trim();
const content = inner.startsWith('{') ? inner.slice(1).trim() : inner;
if (content.endsWith('}')) {
return parseInitBlock(content.slice(0, -1).trim());
}
}
return { type: 'init', assignments: [] };
}
// action keyword
if (line.startsWith('action ')) {
@ -435,18 +534,26 @@ function parseStateBlock(inner: string): StateNode {
for (const vStr of varStrs) {
const withDefault = vStr.match(/^(\w+)\s*:\s*(.+?)\s*:=\s*(.+)$/);
if (withDefault) {
// Strip trailing comments from type expression
let typeStr = withDefault[2].trim();
const commentIdx = typeStr.indexOf('//');
if (commentIdx >= 0) typeStr = typeStr.substring(0, commentIdx).trim();
variables.push({
name: withDefault[1],
typeExpr: parseTypeExpr(withDefault[2].trim()),
typeExpr: parseTypeExpr(typeStr),
defaultInit: withDefault[3].trim(),
});
continue;
}
const withoutDefault = vStr.match(/^(\w+)\s*:\s*(.+)$/);
if (withoutDefault) {
// Strip trailing comments from type expression
let typeStr = withoutDefault[2].trim();
const commentIdx = typeStr.indexOf('//');
if (commentIdx >= 0) typeStr = typeStr.substring(0, commentIdx).trim();
variables.push({
name: withoutDefault[1],
typeExpr: parseTypeExpr(withoutDefault[2].trim()),
typeExpr: parseTypeExpr(typeStr),
});
}
}
@ -532,13 +639,53 @@ function parseTypeExpr(expr: string): TypeExpr {
// Map<K, V>
if (expr.startsWith('Map<') && expr.endsWith('>')) {
const inner = expr.substring(4, expr.length - 1);
// Find the first-level comma (not inside nested generics)
// Find the first-level comma (not inside nested generics or record literals)
let depth = 0;
let braceDepth = 0;
let commaIdx = -1;
for (let i = 0; i < inner.length; i++) {
if (inner[i] === '<') depth++;
else if (inner[i] === '>') depth--;
else if (inner[i] === ',' && depth === 0) {
if (inner[i] === '<' || inner[i] === '(') depth++;
else if (inner[i] === '>' || inner[i] === ')') depth--;
else if (inner[i] === '{') braceDepth++;
else if (inner[i] === '}') braceDepth--;
else if (inner[i] === ',' && depth === 0 && braceDepth === 0) {
commaIdx = i;
break;
}
}
if (commaIdx !== -1) {
const keyStr = inner.substring(0, commaIdx).trim();
const valStr = inner.substring(commaIdx + 1).trim();
return { type: 'map', keyType: parseTypeExpr(keyStr), valueType: parseTypeExpr(valStr) };
}
// Fallback: treat as ident if malformed
return { type: 'ident', name: expr };
}
// List(T) — parenthetical syntax (SpeckDL canonical form)
if (expr.startsWith('List(') && expr.endsWith(')')) {
const inner = expr.substring(5, expr.length - 1).trim();
return { type: 'list', elementType: parseTypeExpr(inner) };
}
// Set(T) — parenthetical syntax (SpeckDL canonical form)
if (expr.startsWith('Set(') && expr.endsWith(')')) {
const inner = expr.substring(4, expr.length - 1).trim();
return { type: 'set', elementType: parseTypeExpr(inner) };
}
// Map(K, V) — parenthetical syntax (SpeckDL canonical form)
if (expr.startsWith('Map(') && expr.endsWith(')')) {
const inner = expr.substring(4, expr.length - 1);
let depth = 0;
let braceDepth = 0;
let commaIdx = -1;
for (let i = 0; i < inner.length; i++) {
if (inner[i] === '(' || inner[i] === '<') depth++;
else if (inner[i] === ')' || inner[i] === '>') depth--;
else if (inner[i] === '{') braceDepth++;
else if (inner[i] === '}') braceDepth--;
else if (inner[i] === ',' && depth === 0 && braceDepth === 0) {
commaIdx = i;
break;
}
@ -708,14 +855,41 @@ function parseSource(line: string): SourceNode {
function parseStateBlockMultiline(lines: string[], startIndex: number, startBraceCount: number): StateNode {
const endIndex = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join('; ');
// State blocks separate fields with commas or newlines/semicolons.
// Strip trailing commas (they are field separators, not continuations)
// then join with semicolons between complete variable declarations.
const cleanedLines = innerLines.map(l => l.replace(/,+\s*$/, ''));
const inner = cleanedLines.reduce((acc, line, i) => {
if (i === 0) return line;
const prevLine = cleanedLines[i - 1];
// Check if this line starts a new variable declaration (name: type)
const isNewVar = /^\w+\s*:/.test(line);
// Check if prev line ends with a continuation character (brace or paren, NOT comma)
const prevIsContinuation = /[{(]\s*$/.test(prevLine);
if (isNewVar && !prevIsContinuation) {
return acc + '; ' + line;
}
return acc + ' ' + line;
}, '');
return parseStateBlock(inner);
}
function parseInitBlockMultiline(lines: string[], startIndex: number, startBraceCount: number): InitNode {
const endIndex = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join('; ');
// Init blocks separate fields with commas or newlines/semicolons.
// Strip trailing commas and join with semicolons.
const cleanedLines = innerLines.map(l => l.replace(/,+\s*$/, ''));
const inner = cleanedLines.reduce((acc, line, i) => {
if (i === 0) return line;
const prevLine = cleanedLines[i - 1];
const isNewVar = /^\w+\s*:/.test(line);
const prevIsContinuation = /[{(]\s*$/.test(prevLine);
if (isNewVar && !prevIsContinuation) {
return acc + '; ' + line;
}
return acc + ' ' + line;
}, '');
return parseInitBlock(inner);
}
@ -725,13 +899,74 @@ function parseActionBlockMultiline(lines: string[], startIndex: number, startBra
if (!header) return null;
const endIndex = findBlockEnd(lines, startIndex + 1, startBraceCount);
const bodyLines = lines.slice(startIndex + 1, endIndex).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
// Keep blank lines as null to separate statements, filter only comments
const bodyLinesRaw = lines.slice(startIndex + 1, endIndex).map(l => {
const trimmed = l.trim();
if (!trimmed || trimmed.startsWith('//') || trimmed.startsWith('/*')) return null;
return trimmed;
});
// Collapse consecutive nulls and strip trailing nulls
const bodyLines: (string | null)[] = [];
for (const line of bodyLinesRaw) {
if (line !== null || (bodyLines.length > 0 && bodyLines[bodyLines.length - 1] !== null)) {
bodyLines.push(line);
}
}
// Remove trailing nulls
while (bodyLines.length > 0 && bodyLines[bodyLines.length - 1] === null) {
bodyLines.pop();
}
const statements: ActionStatement[] = [];
for (const stmt of bodyLines) {
for (let i = 0; i < bodyLines.length; i++) {
const stmtOrNull = bodyLines[i];
// Skip blank line separators
if (stmtOrNull === null) continue;
const stmt = stmtOrNull;
// precondition: expr
if (stmt.startsWith('precondition:')) {
let expr = stmt.substring(13).trim();
// support 'or' continuation lines
while (i + 1 < bodyLines.length) {
const nextLine = bodyLines[i + 1];
if (nextLine === null || !nextLine.startsWith('or ')) break;
i++;
expr += ' || ' + nextLine.substring(3).trim();
}
statements.push({ type: 'precondition', expr });
continue;
}
// postcondition: expr
if (stmt.startsWith('postcondition:')) {
let expr = stmt.substring(14).trim();
// support 'or' continuation lines
while (i + 1 < bodyLines.length) {
const nextLine = bodyLines[i + 1];
if (nextLine === null || !nextLine.startsWith('or ')) break;
i++;
expr += ' || ' + nextLine.substring(3).trim();
}
statements.push({ type: 'postcondition', expr });
continue;
}
// require expr
if (stmt.startsWith('require ')) {
statements.push({ type: 'require', expr: stmt.substring(8).trim() });
let expr = stmt.substring(8).trim();
// support multi-line continuation (forall, or, etc.)
while (i + 1 < bodyLines.length) {
const nextLine = bodyLines[i + 1];
if (nextLine === null) break;
// Stop if next line starts a new statement keyword
if (nextLine.startsWith('precondition:') || nextLine.startsWith('postcondition:') ||
nextLine.startsWith('require ') || nextLine.startsWith('return ') ||
nextLine.startsWith('emit ') || nextLine.startsWith('let ') ||
nextLine.includes(':=')) {
break;
}
i++;
expr += ' ' + nextLine;
}
statements.push({ type: 'require', expr });
continue;
}
// return expr
@ -746,7 +981,7 @@ function parseActionBlockMultiline(lines: string[], startIndex: number, startBra
const fieldsStr = emitMatch[2];
const fields: { name: string; value: string }[] = [];
if (fieldsStr) {
const fieldPairs = fieldsStr.split(',').map(s => s.trim()).filter(Boolean);
const fieldPairs = splitFields(fieldsStr);
for (const fp of fieldPairs) {
const colonIdx = fp.indexOf(':');
if (colonIdx > 0) {
@ -760,16 +995,46 @@ function parseActionBlockMultiline(lines: string[], startIndex: number, startBra
statements.push({ type: 'emit', event: eventName, fields });
continue;
}
// if condition { ... } else if condition { ... } else { ... }
// SpeckDL conditional blocks - parse as a special statement type
if (stmt.startsWith('if ')) {
// Find matching } for this if block (may span multiple bodyLines entries)
let braceDepth = 0;
let j = i;
const blockLines: string[] = [];
while (j < bodyLines.length) {
const line = bodyLines[j];
if (line === null) { j++; continue; }
blockLines.push(line);
for (const ch of line) {
if (ch === '{') braceDepth++;
else if (ch === '}') braceDepth--;
}
j++;
if (braceDepth === 0) break;
}
// For now, treat as a raw 'ifblock' statement that the generator can handle
statements.push({ type: 'ifblock', raw: blockLines.join(' ') });
i = j - 1; // skip to end of if block
continue;
}
// let name := expr
const letMatch = stmt.match(/^let\s+(\w+)\s*:=\s*(.+)$/);
if (letMatch) {
statements.push({ type: 'let', name: letMatch[1], expr: letMatch[2].trim() });
continue;
}
// assignment: target := expr
// assignment: target := expr (may span multiple lines)
const assignMatch = stmt.match(/^(\w+(?:\[.*?\])?)\s*:=\s*(.+)$/);
if (assignMatch) {
statements.push({ type: 'assign', target: assignMatch[1], expr: assignMatch[2].trim() });
let target = assignMatch[1];
let expr = assignMatch[2].trim();
// Handle multiline expressions: join subsequent lines until braces/parens are balanced
while (i + 1 < bodyLines.length && !isExpressionComplete(expr)) {
i++;
expr += ' ' + bodyLines[i];
}
statements.push({ type: 'assign', target, expr });
}
}
@ -801,25 +1066,284 @@ function parseInterfaceBlockMultiline(lines: string[], startIndex: number, start
const methods: MethodSignature[] = [];
for (const line of innerLines) {
// name(params) -> returnType
const match = line.match(/^(\w+)\s*\(([^)]*)\)\s*-\u003e\s*(.+?),?$/);
if (match) {
const name = match[1];
const paramsStr = match[2];
const returnTypeStr = match[3].replace(/,$/, '').trim();
const params: { name: string; type: TypeExpr }[] = [];
if (paramsStr.trim()) {
const paramPairs = paramsStr.split(',').map(s => s.trim()).filter(Boolean);
for (const p of paramPairs) {
const pMatch = p.match(/^(\w+)\s*:\s*(.+)$/);
if (pMatch) {
params.push({ name: pMatch[1], type: parseTypeExpr(pMatch[2].trim()) });
// name-only: enum-style values (e.g., "Idle", "Idle, Parsing" comma-separated)
// Split on comma and take each trimmed token
const tokens = line.split(',').map(s => s.trim()).filter(Boolean);
for (const token of tokens) {
// Check if it’s a name(params) -> returnType method signature
const methodMatch = token.match(/^(\w+)\s*\(([^)]*)\)\s*->\s*(.+?),?$/);
if (methodMatch) {
const name = methodMatch[1];
const paramsStr = methodMatch[2];
const returnTypeStr = methodMatch[3].replace(/,$/, '').trim();
const params: { name: string; type: TypeExpr }[] = [];
if (paramsStr.trim()) {
const paramPairs = paramsStr.split(',').map(s => s.trim()).filter(Boolean);
for (const p of paramPairs) {
const pMatch = p.match(/^(\w+)\s*:\s*(.+)$/);
if (pMatch) {
params.push({ name: pMatch[1], type: parseTypeExpr(pMatch[2].trim()) });
}
}
}
methods.push({ name, params, returnType: parseTypeExpr(returnTypeStr) });
} else if (/^\w+$/.test(token)) {
// Name-only (enum-style) — treat as a method with no params and void return
methods.push({ name: token, params: [], returnType: parseTypeExpr('Void') });
}
methods.push({ name, params, returnType: parseTypeExpr(returnTypeStr) });
}
}
return { ...header, methods };
}
// --- Multi-line constraint/verify parsing (no braces needed) ---
/**
* Parse a constraint or verify that may span multiple lines without braces.
* Used for forall-style constraints like:
* constraint Name: forall r in [0..4]:
* (expr)
*
* and verify blocks like:
* verify Always(Name)
* verify Always(Name) { depth N }
*/
function parseMultiLineConstraintVerify(lines: string[], startIndex: number): MemberNode | null {
const line = lines[startIndex].trim();
if (line.startsWith('verify ')) {
return parseVerifyAnyForm(lines, startIndex);
}
if (line.startsWith('constraint ')) {
return parseConstraintAnyForm(lines, startIndex);
}
return null;
}
function parseConstraintAnyForm(lines: string[], startIndex: number): ConstraintNode | null {
const line = lines[startIndex].trim();
const namedMatch = line.match(/^constraint\s+(\w+):(.*)$/);
if (!namedMatch) return null;
const name = namedMatch[1];
let expr = namedMatch[2].trim();
// If opens a brace, treat as block
if (expr.startsWith('{')) {
const afterBrace = expr.substring(1).trim();
const openCount = (line.match(/{/g) || []).length;
const endIdx = findBlockEnd(lines, startIndex + 1, openCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
expr = (afterBrace + ' ' + inner).trim();
} else {
// No braces — but might span multiple lines (forall continuation)
const continuationLines: string[] = [];
for (let j = startIndex + 1; j < lines.length; j++) {
const nl = lines[j].trim();
if (!nl || nl.startsWith('//') || nl.startsWith('/*') ||
nl.startsWith('constraint ') || nl.startsWith('verify ') ||
nl.startsWith('constraint:') || nl.startsWith('verify:') ||
nl.startsWith('state') || nl.startsWith('init') ||
nl.startsWith('action ') || nl.startsWith('event ') ||
nl.startsWith('interface ') || nl.startsWith('provenance ') ||
nl.startsWith('bom ') || nl.startsWith('}') ||
nl.startsWith('next:') || nl.startsWith('invariant ')) {
break;
}
continuationLines.push(nl);
}
if (continuationLines.length > 0) {
expr = expr + ' ' + continuationLines.join(' ');
}
}
return { type: 'constraint', name, expr: expr.trim() };
}
function parseVerifyAnyForm(lines: string[], startIndex: number): VerifyNode | null {
const line = lines[startIndex].trim();
// Single-line: verify Always(Name) { depth N }
const fullMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{\s*depth\s+(\d+)\s*\}/);
if (fullMatch) {
return {
type: 'verify',
name: fullMatch[2],
temporalExpr: fullMatch[1].trim(),
depth: parseInt(fullMatch[3], 10),
};
}
// Multi-line: verify Always(Name) { ... }
if (line.includes('{')) {
const headerMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{/);
if (headerMatch) {
const temporalExpr = headerMatch[1].trim();
const name = headerMatch[2];
const openCount = (line.match(/{/g) || []).length;
const endIdx = findBlockEnd(lines, startIndex + 1, openCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
const afterBrace = line.substring(line.indexOf('{') + 1).trim();
const combined = (afterBrace + ' ' + inner).trim();
const depthMatch = combined.match(/\bdepth\s+(\d+)\b/);
const depth = depthMatch ? parseInt(depthMatch[1], 10) : undefined;
return { type: 'verify', name, temporalExpr, depth };
}
}
// Simple: verify Always(Name)
const simpleMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*$/);
if (simpleMatch) {
return {
type: 'verify',
name: simpleMatch[2],
temporalExpr: simpleMatch[1].trim(),
};
}
return null;
}
// --- Verify/Constraint block parsing ---
/**
* Parse a verify block opened with `verify Always(Name) { ... }` or similar.
* The first line already contains the header; we need to parse the body inside { }.
*/
function parseVerifyBlockMultiline(lines: string[], startIndex: number, startBraceCount: number): VerifyNode | null {
const firstLine = lines[startIndex].trim();
// Match: verify Always(Name) { depth N } or verify Always(Name) {
const headerMatch = firstLine.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{/);
if (!headerMatch) return null;
const temporalExpr = headerMatch[1].trim();
const name = headerMatch[2];
// Check if the brace closes on the same line (single-line form)
const openBraceCount = (firstLine.match(/{/g) || []).length;
const closeBraceCount = (firstLine.match(/}/g) || []).length;
if (closeBraceCount >= openBraceCount) {
// Single-line: parse depth from same line
const afterBrace = firstLine.substring(firstLine.indexOf('{') + 1);
const beforeClose = afterBrace.substring(0, afterBrace.lastIndexOf('}')).trim();
const depthMatch = beforeClose.match(/\bdepth\s+(\d+)\b/);
const depth = depthMatch ? parseInt(depthMatch[1], 10) : undefined;
return { type: 'verify', name, temporalExpr, depth };
}
// Multi-line block
let depth: number | undefined;
const endIdx = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
const afterBrace = firstLine.substring(firstLine.indexOf('{') + 1).trim();
const depthMatch = (afterBrace + ' ' + inner).match(/\bdepth\s+(\d+)\b/);
if (depthMatch) {
depth = parseInt(depthMatch[1], 10);
}
return { type: 'verify', name, temporalExpr, depth };
}
/**
* Parse a single-line verify statement: verify Always(Name) { depth N }
*/
function parseVerifySingleLine(line: string): VerifyNode | null {
// verify Always(Name) { depth N }
const fullMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*\{\s*depth\s+(\d+)\s*\}/);
if (fullMatch) {
return {
type: 'verify',
name: fullMatch[2],
temporalExpr: fullMatch[1].trim(),
depth: parseInt(fullMatch[3], 10),
};
}
// verify Always(Name) (no depth, no braces — just a statement)
const simpleMatch = line.match(/^verify\s+((?:Always|always|Eventually|eventually)\s*\(\s*(\w+)\s*\))\s*$/);
if (simpleMatch) {
return {
type: 'verify',
name: simpleMatch[2],
temporalExpr: simpleMatch[1].trim(),
};
}
return null;
}
/**
* Parse a constraint block opened with `constraint Name: ...` which may
* be multi-line (e.g. forall spanning multiple lines).
*/
function parseConstraintBlockMultiline(lines: string[], startIndex: number, startBraceCount: number): ConstraintNode | null {
const firstLine = lines[startIndex].trim();
// Match: constraint Name: expr (possibly opening a {} block, or just a forall on next line)
// For the SQLiteWAL style: constraint Name: expr (single line, no braces needed)
const namedMatch = firstLine.match(/^constraint\s+(\w+):(.*)$/);
if (namedMatch) {
const name = namedMatch[1];
let expr = namedMatch[2].trim();
// If the expression opens a brace, collect the block
if (expr.startsWith('{')) {
const endIdx = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
const inner = innerLines.join(' ');
// Combine: content after { on first line + content from inner lines
const afterBrace = expr.substring(1).trim();
expr = (afterBrace + ' ' + inner).trim();
} else {
// No braces, but might still be multiline (forall spanning multiple lines)
// Check if next line(s) continue the expression
const endIdx = findBlockEnd(lines, startIndex + 1, startBraceCount);
const innerLines = lines.slice(startIndex + 1, endIdx).map(l => l.trim()).filter(l => l && !l.startsWith('//') && !l.startsWith('/*'));
if (innerLines.length > 0) {
expr = expr + ' ' + innerLines.join(' ');
}
}
return { type: 'constraint', name, expr: expr.trim() };
}
return null;
}
/** Split on commas while respecting parenthesized groups and quoted strings */
function splitFields(s: string): string[] {
const result: string[] = [];
let depth = 0;
let inDouble = false;
let inSingle = false;
let start = 0;
for (let i = 0; i < s.length; i++) {
const ch = s[i];
if (ch === '"' && !inSingle) { inDouble = !inDouble; continue; }
if (ch === "'" && !inDouble) { inSingle = !inSingle; continue; }
if (inDouble || inSingle) continue;
if (ch === '(' || ch === '{') { depth++; continue; }
if (ch === ')' || ch === '}') { depth--; continue; }
if (ch === ',' && depth === 0) {
result.push(s.substring(start, i).trim());
start = i + 1;
}
}
const last = s.substring(start).trim();
if (last) result.push(last);
return result;
}

View file

@ -1,165 +0,0 @@
/**
* Speckl WASM Host Runtime
*
* Provides JS-side implementations for imported host functions used by
* Speckl-generated WASM modules:
* - map_create, map_set, map_get, map_has, map_remove
* - set_create, set_add, set_has, set_size
* - alloc, write_i32, write_f64
*
* Usage:
* const wasmModule = await WebAssembly.instantiate(bytes, {
* speckl: createHostImports()
* });
* wasmModule.exports.init();
* wasmModule.exports.CreateAccount(100.0);
* const state = getStateFromMemory(wasmModule);
*/
interface HostState {
maps: Map<number, Map<number, any>>;
sets: Map<number, Set<any>>;
nextHandle: number;
memory: WebAssembly.Memory | null;
}
function createHostState(): HostState {
return {
maps: new Map(),
sets: new Map(),
nextHandle: 1,
memory: null,
};
}
export function createHostImports(state: HostState = createHostState()) {
return {
// ---- Map operations ----
map_create: (): number => {
const handle = state.nextHandle++;
state.maps.set(handle, new Map());
return handle;
},
map_set: (mapHandle: number, keyHandle: number, valueHandle: number): void => {
const map = state.maps.get(mapHandle);
if (!map) throw new Error(`Map handle ${mapHandle} not found`);
// For now, keys and values are simple i32 handles; boxing layer comes later
map.set(keyHandle, valueHandle);
},
map_get: (mapHandle: number, keyHandle: number): number => {
const map = state.maps.get(mapHandle);
if (!map) return 0;
return map.has(keyHandle) ? (map.get(keyHandle) ?? 0) : 0;
},
map_has: (mapHandle: number, keyHandle: number): number => {
const map = state.maps.get(mapHandle);
if (!map) return 0;
return map.has(keyHandle) ? 1 : 0;
},
map_remove: (mapHandle: number, keyHandle: number): void => {
const map = state.maps.get(mapHandle);
if (map) map.delete(keyHandle);
},
// ---- Set operations ----
set_create: (): number => {
const handle = state.nextHandle++;
state.sets.set(handle, new Set());
return handle;
},
set_add: (setHandle: number, valueHandle: number): void => {
const set = state.sets.get(setHandle);
if (!set) throw new Error(`Set handle ${setHandle} not found`);
set.add(valueHandle);
},
set_has: (setHandle: number, valueHandle: number): number => {
const set = state.sets.get(setHandle);
if (!set) return 0;
return set.has(valueHandle) ? 1 : 0;
},
set_size: (setHandle: number): number => {
const set = state.sets.get(setHandle);
if (!set) return 0;
return set.size;
},
// ---- Memory helpers ----
alloc: (size: number): number => {
// Simple bump allocator: for now, just return 0 (stack allocation handled by compiler)
// Future: maintain bump pointer in memory
return 0;
},
write_i32: (ptr: number, value: number): void => {
if (!state.memory) throw new Error('Memory not bound');
const view = new DataView(state.memory.buffer);
view.setInt32(ptr, value, true); // little-endian
},
write_f64: (ptr: number, value: number): void => {
if (!state.memory) throw new Error('Memory not bound');
const view = new DataView(state.memory.buffer);
view.setFloat64(ptr, value, true);
},
};
}
/**
* Bind a WASM memory export to the host state so write_i32/write_f64 work.
*/
export function bindMemory(state: HostState, memory: WebAssembly.Memory): void {
state.memory = memory;
}
/**
* Read scalar state from WASM memory after getState() has been called.
* Layout matches emitGetState(): [nextId: i32][ledgerOpen: i32]...
*/
export function readScalarState(memory: WebAssembly.Memory, varNames: string[]): Record<string, number> {
const view = new DataView(memory.buffer);
const result: Record<string, number> = {};
let offset = 0;
for (const name of varNames) {
// All current scalars are i32 in TigerBeetle; extend for f64 later
result[name] = view.getInt32(offset, true);
offset += 4;
}
return result;
}
/**
* High-level helper: instantiate a Speckl WASM module from WAT text.
* Requires `wat2wasm` or a WAT parser. For now, expects pre-compiled .wasm bytes.
*/
export async function instantiateSpeckl(
wasmBytes: BufferSource,
varNames: string[]
): Promise<{
exports: WebAssembly.Exports;
state: HostState;
getScalarState: () => Record<string, number>;
}> {
const hostState = createHostState();
const imports = { speckl: createHostImports(hostState) };
const wasm = await WebAssembly.instantiate(wasmBytes, imports);
const memory = wasm.instance.exports.memory as WebAssembly.Memory;
bindMemory(hostState, memory);
const getScalarState = () => readScalarState(memory, varNames);
return {
exports: wasm.instance.exports,
state: hostState,
getScalarState,
};
}

View file

@ -0,0 +1,7 @@
[package]
name = "tiger_beetle_ledger"
version = "0.1.0"
edition = "2021"
description = "Auto-generated Speck state machine: TigerBeetleLedger"
[dependencies]

View file

@ -0,0 +1,270 @@
// Auto-generated by speckl-compile from TigerBeetleLedger
// DO NOT EDIT MANUALLY — regenerate from .speckdl source
use std::collections::{HashMap, HashSet};
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum TigerBeetleLedgerState {
Open,
Closed,
}
impl std::fmt::Display for TigerBeetleLedgerState {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
TigerBeetleLedgerState::Open => write!(f, "open"),
TigerBeetleLedgerState::Closed => write!(f, "closed"),
}
}
}
/// Speck state machine: TigerBeetleLedger
/// Auto-generated Rust state machine from SpeckDL specification.
#[derive(Debug, Clone)]
pub struct TigerBeetleLedgerMachine {
pub accounts: HashMap<u64, Account>,
pub transfers: HashMap<u64, Transfer>,
pub pending: HashSet<u64>,
pub replica_state: HashMap<u64, Replica>,
pub log: Vec<LogEntry>,
pub commit_index: u64,
pub leader: u64,
/// Decision log of events emitted during execution
pub decision_log: Vec<String>,
}
impl TigerBeetleLedgerMachine {
/// Create a new TigerBeetleLedger machine in its initial state.
pub fn new() -> Self {
Self {
accounts: HashMap::new(),
transfers: HashMap::new(),
pending: HashSet::new(),
replica_state: HashMap::new(),
log: Vec::new(),
commit_index: 0u64,
leader: 0u64,
decision_log: Vec::new(),
}
}
}
// Action methods — each returns Result with guard checking
impl TigerBeetleLedgerMachine {
/// Execute action: CreateTransfer
pub fn create_transfer(&mut self, t: Transfer) -> Result<(), String> {
// precondition: t.id notIn transfers.keys
if !(!self.transfers.contains_key(&t.id)) {
return Err(format!("Precondition failed: {}", "t.id notIn transfers.keys"));
}
// precondition: t.from in accounts.keys
if !(self.accounts.contains_key(&t.from)) {
return Err(format!("Precondition failed: {}", "t.from in accounts.keys"));
}
// precondition: t.to in accounts.keys
if !(self.accounts.contains_key(&t.to)) {
return Err(format!("Precondition failed: {}", "t.to in accounts.keys"));
}
// precondition: t.from != t.to
if !(t.from != t.to) {
return Err(format!("Precondition failed: {}", "t.from != t.to"));
}
// precondition: accounts[t.from].balance >= t.amount || accounts[t.from].flags.allows_overdraft
if !(self.accounts[&&t.from].balance >= t.amount || self.accounts[&&t.from].flags.allows_overdraft) {
return Err(format!("Precondition failed: {}", "accounts[t.from].balance >= t.amount || accounts[t.from].flags.allows_overdraft"));
}
// postcondition: transfers[t.id] == t
if !(self.transfers[&&t.id] == t) {
return Err(format!("Postcondition failed: {}", "transfers[t.id] == t"));
}
// postcondition: pending == pending union {t.id}
if !(self.pending == {self.pending.clone().into_iter().chain(std::iter::once(t.id)).collect()}) {
return Err(format!("Postcondition failed: {}", "pending == pending union {t.id}"));
}
// postcondition: accounts[t.from].debits_pending == old(accounts[t.from].debits_pending) + t.amount
if !(self.accounts[&&t.from].debits_pending == self.accounts[&&t.from].debits_pending + t.amount) {
return Err(format!("Postcondition failed: {}", "accounts[t.from].debits_pending == old(accounts[t.from].debits_pending) + t.amount"));
}
// postcondition: accounts[t.to].credits_pending == old(accounts[t.to].credits_pending) + t.amount
if !(self.accounts[&&t.to].credits_pending == self.accounts[&&t.to].credits_pending + t.amount) {
return Err(format!("Postcondition failed: {}", "accounts[t.to].credits_pending == old(accounts[t.to].credits_pending) + t.amount"));
}
}
/// Execute action: CommitTransfer
pub fn commit_transfer(&mut self, id: u64) -> Result<(), String> {
// precondition: id in pending
if !(self.pending.contains(&id)) {
return Err(format!("Precondition failed: {}", "id in pending"));
}
// precondition: id in transfers.keys
if !(self.transfers.contains_key(&id)) {
return Err(format!("Precondition failed: {}", "id in transfers.keys"));
}
// precondition: transfers[id].pending == true
if !(self.transfers[&&id].pending == true) {
return Err(format!("Precondition failed: {}", "transfers[id].pending == true"));
}
// postcondition: pending == pending \\ {id}
if !(self.pending == {self.pending.clone().into_iter().filter(|x| x != &id).collect()}) {
return Err(format!("Postcondition failed: {}", "pending == pending \\\\ {id}"));
}
// postcondition: transfers[id].pending == false
if !(self.transfers[&&id].pending == false) {
return Err(format!("Postcondition failed: {}", "transfers[id].pending == false"));
}
// postcondition: transfers[id].posted == true
if !(self.transfers[&&id].posted == true) {
return Err(format!("Postcondition failed: {}", "transfers[id].posted == true"));
}
// postcondition: accounts[transfers[id].from].debits_posted ==
if !(self.accounts[&&self.transfers[&&id].from].debits_posted == self.accounts[&&self.transfers[&&id].from].debits_posted) {
return Err(format!("Postcondition failed: {}", "accounts[transfers[id].from].debits_posted =="));
}
// postcondition: accounts[transfers[id].to].credits_posted ==
if !(self.accounts[&&self.transfers[&&id].to].credits_posted == self.accounts[&&self.transfers[&&id].to].credits_posted) {
return Err(format!("Postcondition failed: {}", "accounts[transfers[id].to].credits_posted =="));
}
// postcondition: accounts[transfers[id].from].debits_pending ==
if !(self.accounts[&&self.transfers[&&id].from].debits_pending == self.accounts[&&self.transfers[&&id].from].debits_pending) {
return Err(format!("Postcondition failed: {}", "accounts[transfers[id].from].debits_pending =="));
}
// postcondition: accounts[transfers[id].to].credits_pending ==
if !(self.accounts[&&self.transfers[&&id].to].credits_pending == self.accounts[&&self.transfers[&&id].to].credits_pending) {
return Err(format!("Postcondition failed: {}", "accounts[transfers[id].to].credits_pending =="));
}
}
/// Execute action: VoidTransfer
pub fn void_transfer(&mut self, id: u64) -> Result<(), String> {
// precondition: id in pending
if !(self.pending.contains(&id)) {
return Err(format!("Precondition failed: {}", "id in pending"));
}
// precondition: id in transfers.keys
if !(self.transfers.contains_key(&id)) {
return Err(format!("Precondition failed: {}", "id in transfers.keys"));
}
// precondition: transfers[id].pending == true
if !(self.transfers[&&id].pending == true) {
return Err(format!("Precondition failed: {}", "transfers[id].pending == true"));
}
// postcondition: pending == pending \\ {id}
if !(self.pending == {self.pending.clone().into_iter().filter(|x| x != &id).collect()}) {
return Err(format!("Postcondition failed: {}", "pending == pending \\\\ {id}"));
}
// postcondition: transfers[id].pending == false
if !(self.transfers[&&id].pending == false) {
return Err(format!("Postcondition failed: {}", "transfers[id].pending == false"));
}
// postcondition: transfers[id].voided == true
if !(self.transfers[&&id].voided == true) {
return Err(format!("Postcondition failed: {}", "transfers[id].voided == true"));
}
// postcondition: accounts[transfers[id].from].debits_pending ==
if !(self.accounts[&&self.transfers[&&id].from].debits_pending == self.accounts[&&self.transfers[&&id].from].debits_pending) {
return Err(format!("Postcondition failed: {}", "accounts[transfers[id].from].debits_pending =="));
}
// postcondition: accounts[transfers[id].to].credits_pending ==
if !(self.accounts[&&self.transfers[&&id].to].credits_pending == self.accounts[&&self.transfers[&&id].to].credits_pending) {
return Err(format!("Postcondition failed: {}", "accounts[transfers[id].to].credits_pending =="));
}
}
/// Execute action: PostTransfer
pub fn post_transfer(&mut self, t: Transfer) -> Result<(), String> {
// precondition: t.id notIn transfers.keys
if !(!self.transfers.contains_key(&t.id)) {
return Err(format!("Precondition failed: {}", "t.id notIn transfers.keys"));
}
// precondition: t.from in accounts.keys
if !(self.accounts.contains_key(&t.from)) {
return Err(format!("Precondition failed: {}", "t.from in accounts.keys"));
}
// precondition: t.to in accounts.keys
if !(self.accounts.contains_key(&t.to)) {
return Err(format!("Precondition failed: {}", "t.to in accounts.keys"));
}
// precondition: t.from != t.to
if !(t.from != t.to) {
return Err(format!("Precondition failed: {}", "t.from != t.to"));
}
// precondition: accounts[t.from].balance >= t.amount || accounts[t.from].flags.allows_overdraft
if !(self.accounts[&&t.from].balance >= t.amount || self.accounts[&&t.from].flags.allows_overdraft) {
return Err(format!("Precondition failed: {}", "accounts[t.from].balance >= t.amount || accounts[t.from].flags.allows_overdraft"));
}
// postcondition: transfers[t.id] == { ...t, pending: false, posted: true, voided: false }
if !(self.transfers[&&t.id] == { ...t, self.pending: false, posted: true, voided: false }) {
return Err(format!("Postcondition failed: {}", "transfers[t.id] == { ...t, pending: false, posted: true, voided: false }"));
}
// postcondition: accounts[t.from].debits_posted == old(accounts[t.from].debits_posted) + t.amount
if !(self.accounts[&&t.from].debits_posted == self.accounts[&&t.from].debits_posted + t.amount) {
return Err(format!("Postcondition failed: {}", "accounts[t.from].debits_posted == old(accounts[t.from].debits_posted) + t.amount"));
}
// postcondition: accounts[t.to].credits_posted == old(accounts[t.to].credits_posted) + t.amount
if !(self.accounts[&&t.to].credits_posted == self.accounts[&&t.to].credits_posted + t.amount) {
return Err(format!("Postcondition failed: {}", "accounts[t.to].credits_posted == old(accounts[t.to].credits_posted) + t.amount"));
}
}
/// Execute action: BecomeLeader
pub fn become_leader(&mut self, replica: u64, term: u64) -> Result<(), String> {
// precondition: replica in replicaState.keys
if !(self.replica_state.contains_key(&replica)) {
return Err(format!("Precondition failed: {}", "replica in replicaState.keys"));
}
// precondition: replicaState[replica].role == "candidate"
if !(self.replica_state[&replica].role == "candidate") {
return Err(format!("Precondition failed: {}", "replicaState[replica].role == \"candidate\""));
}
// precondition: replicaState[replica].currentTerm < term
if !(self.replica_state[&replica].currentTerm < term) {
return Err(format!("Precondition failed: {}", "replicaState[replica].currentTerm < term"));
}
// postcondition: leader == replica
if !(self.leader == replica) {
return Err(format!("Postcondition failed: {}", "leader == replica"));
}
// postcondition: replicaState[replica].role == "leader"
if !(self.replica_state[&replica].role == "self.leader") {
return Err(format!("Postcondition failed: {}", "replicaState[replica].role == \"leader\""));
}
// postcondition: replicaState[replica].currentTerm == term
if !(self.replica_state[&replica].currentTerm == term) {
return Err(format!("Postcondition failed: {}", "replicaState[replica].currentTerm == term"));
}
}
/// Execute action: AppendEntry
pub fn append_entry(&mut self, entry: LogEntry, term: u64) -> Result<(), String> {
// precondition: entry.index == length(log) + 1
if !(entry.index == self.log.len() + 1) {
return Err(format!("Precondition failed: {}", "entry.index == length(log) + 1"));
}
// precondition: term >= commitIndex
if !(term >= self.commit_index) {
return Err(format!("Precondition failed: {}", "term >= commitIndex"));
}
// postcondition: log == append(log, entry)
if !(self.log == {self.log.push(entry); self.log} /* append */) {
return Err(format!("Postcondition failed: {}", "log == append(log, entry)"));
}
// postcondition: commitIndex == entry.index
if !(self.commit_index == entry.index) {
return Err(format!("Postcondition failed: {}", "commitIndex == entry.index"));
}
}
}
// Temporal verification stubs
impl TigerBeetleLedgerMachine {
/// V1: Always(AccountBalanceInvariant)
pub fn verify_1(&self) -> bool {
// TODO: Model-check or monitor
// Temporal: Always(AccountBalanceInvariant)
true
}
}

View file

@ -12,7 +12,7 @@
"@type": "prov:Generation",
"prov:activity": {
"@type": "prov:Activity",
"prov:startTime": "2026-05-05T10:11:33.422Z"
"prov:startTime": "2026-05-11T17:13:39.546Z"
}
},
"rdfs:label": "RetryHandler",

View file

@ -38,7 +38,7 @@
"name": "Scott Scoble",
"email": "scott@scoble.me"
},
"timestamp": "2026-05-05T10:11:33.425Z"
"timestamp": "2026-05-11T17:13:39.549Z"
},
{
"subject": "speck:RetryHandler",
@ -53,7 +53,7 @@
"name": "Speckl Compiler",
"email": "compiler@speckl.scoble.me"
},
"timestamp": "2026-05-05T10:11:33.425Z"
"timestamp": "2026-05-11T17:13:39.549Z"
},
{
"subject": "speck:RetryHandler",
@ -68,7 +68,7 @@
"name": "Speckl Compiler",
"email": "compiler@speckl.scoble.me"
},
"timestamp": "2026-05-05T10:11:33.425Z"
"timestamp": "2026-05-11T17:13:39.549Z"
}
]
}

View file

@ -13,7 +13,7 @@
"spdxVersion": "3.0.1",
"dataLicense": "CC0-1.0",
"creationInfo": {
"created": "2026-05-05T10:11:33.426Z",
"created": "2026-05-11T17:13:39.551Z",
"createdBy": [
"Organization: Speckl",
"tool: speckl-compile-0.2.0"
@ -27,7 +27,7 @@
"@type": "spdx:Tool",
"name": "speckl-compile"
},
"timestamp": "2026-05-05T10:11:33.426Z",
"timestamp": "2026-05-11T17:13:39.551Z",
"comment": "Review type: manual"
}
]

View file

@ -3,7 +3,7 @@
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Speckl Demo — Judgement Transport for AI-Generated Code</title>
<title>Speckl Demo — From Spec to Runnable Code with Full Provenance</title>
<style>
:root {
--bg: #1a1a2e;
@ -14,6 +14,7 @@
--muted: #a0a0b0;
--code-bg: #0f0f23;
--border: #2a2a4a;
--err: #e06c75;
}
* { margin: 0; padding: 0; box-sizing: border-box; }
body {
@ -42,12 +43,13 @@
padding-bottom: 0.5rem;
border-bottom: 1px solid var(--border);
}
section h3 { color: var(--accent2); margin-top: 1.2rem; }
.pipeline {
display: flex;
align-items: center;
justify-content: center;
gap: 1.5rem;
gap: 1rem;
flex-wrap: wrap;
margin: 1.5rem 0;
}
@ -55,14 +57,14 @@
background: var(--card);
border: 1px solid var(--border);
border-radius: 8px;
padding: 1.5rem;
padding: 1rem 1.2rem;
text-align: center;
min-width: 160px;
min-width: 120px;
}
.pipeline-step .icon { font-size: 2rem; margin-bottom: 0.5rem; }
.pipeline-step .icon { font-size: 1.8rem; margin-bottom: 0.3rem; }
.pipeline-step .label { font-weight: bold; color: var(--accent2); }
.pipeline-step .detail { font-size: 0.85rem; color: var(--muted); margin-top: 0.3rem; }
.pipeline-arrow { font-size: 1.5rem; color: var(--accent); }
.pipeline-step .detail { font-size: 0.8rem; color: var(--muted); margin-top: 0.3rem; }
.pipeline-arrow { font-size: 1.2rem; color: var(--accent); }
.code-block {
background: var(--code-bg);
@ -81,24 +83,28 @@
.code-block .comment { color: #676e95; }
.code-block .type { color: #ffcb6b; }
.code-block .number { color: #f78c6c; }
.code-block .function { color: #82aaff; }
.provenance-card {
.artifact-card {
background: var(--card);
border: 1px solid var(--border);
border-radius: 6px;
padding: 1.2rem;
padding: 1rem;
margin: 0.8rem 0;
font-size: 0.88rem;
}
.provenance-card .edge {
display: flex;
align-items: center;
gap: 0.5rem;
padding: 0.3rem 0;
.artifact-card .name { font-weight: bold; color: var(--accent2); }
.artifact-card .desc { color: var(--muted); margin-top: 0.2rem; }
.compare {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 1rem;
margin: 1rem 0;
}
.provenance-card .source { color: var(--accent); }
.provenance-card .target { color: var(--accent2); }
.provenance-card .relation { color: var(--muted); font-style: italic; }
@media (max-width: 600px) { .compare { grid-template-columns: 1fr; } }
.compare-col { background: var(--card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem; }
.compare-col .col-title { color: var(--accent2); font-weight: bold; margin-bottom: 0.5rem; text-align: center; }
.stats {
display: grid;
@ -125,7 +131,8 @@
margin: 2rem 0;
}
.cta h3 { color: var(--accent2); margin-bottom: 0.5rem; }
.cta a { color: var(--accent); }
.cta a { color: var(--accent); text-decoration: none; }
.cta a:hover { text-decoration: underline; }
.badge {
display: inline-block;
@ -137,6 +144,16 @@
font-weight: bold;
margin: 0 0.2rem;
}
.badge-warn {
display: inline-block;
background: var(--accent2);
color: var(--bg);
padding: 0.2rem 0.6rem;
border-radius: 4px;
font-size: 0.75rem;
font-weight: bold;
margin: 0 0.2rem;
}
footer {
text-align: center;
@ -145,199 +162,308 @@
font-size: 0.85rem;
border-top: 1px solid var(--border);
}
.note {
background: rgba(230, 168, 23, 0.1);
border-left: 3px solid var(--accent2);
padding: 0.8rem 1rem;
margin: 1rem 0;
border-radius: 0 6px 6px 0;
font-size: 0.9rem;
}
</style>
</head>
<body>
<header>
<h1>🧬 Speckl</h1>
<div class="subtitle">Judgement Transport for AI-Generated Code</div>
<div class="tagline">Specify → Verify → Generate → Prove. Every artifact traceable to its origin.</div>
<div class="subtitle">From Spec to Runnable Code — With Full Provenance</div>
<div class="tagline">Write a state machine spec in SpeckDL. Get TypeScript, WASM, and 3 audit artifacts. Every output traceable to its source.</div>
</header>
<div class="container">
<!-- What is Speckl? -->
<section>
<h2>📋 The Problem</h2>
<h2>📋 The Problem Speckl Solves</h2>
<p>
AI code generators produce outputs at machine speed — but they can't explain <em>why</em> they made a decision.
For regulated industries (medical devices, aerospace, critical infrastructure), that's disqualifying.
For regulated industries (medical devices, aerospace, critical infrastructure, finance), that's disqualifying.
<strong>NIST SA-11</strong> and the <strong>EU Cyber Resilience Act</strong> both require human-in-the-loop
oversight for automated outputs.
</p>
<p style="margin-top:0.8rem">
<strong>Speckl is judgement transport:</strong> it bridges the gap between "the AI says X is correct" and
"here is a verifiable chain of evidence proving X is correct." It's the compliance layer for AI-generated code.
<strong>Speckl is a judgement transport utility:</strong> it bridges the gap between "the AI says X is correct" and
"here is a verifiable chain of evidence proving X is correct." Write your specification once — get code, proof, and provenance.
</p>
</section>
<!-- Pipeline Visualization -->
<section>
<h2>⚙️ The Pipeline</h2>
<h2>⚙️ The 5-Artifact Pipeline</h2>
<p>One <code>.speckdl</code> file compiles to five independently auditable outputs:</p>
<div class="pipeline">
<div class="pipeline-step">
<div class="icon">📝</div>
<div class="label">SpeckDL</div>
<div class="detail">Human-authored spec with constraints</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">🔍</div>
<div class="label">Z3 Verify</div>
<div class="detail">SMT solver checks invariants</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">⚡</div>
<div class="label">Codegen</div>
<div class="detail">TypeScript / Rust from verified spec</div>
<div class="detail">State machine spec</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">🔗</div>
<div class="label">Provenance</div>
<div class="detail">Immutable trace from spec to code</div>
<div class="label">PROV-O</div>
<div class="detail">Audit trail</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">📦</div>
<div class="label">CycloneDX</div>
<div class="detail">SBOM</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">📄</div>
<div class="label">SPDX</div>
<div class="detail">Licenses</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">⚡</div>
<div class="label">TypeScript</div>
<div class="detail">Runnable class</div>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step">
<div class="icon">🌐</div>
<div class="label">WASM</div>
<div class="detail">WebAssembly</div>
</div>
</div>
</section>
<!-- Live Demo: RetryHandler -->
<!-- Live Demo: ToggleSwitch -->
<section>
<h2>🟢 Live Demo: RetryHandler</h2>
<p>Here's a real Speck for an exponential-backoff retry handler, running through the reference agent.</p>
<h2>🟢 Live Demo: ToggleSwitch</h2>
<p>The canonical simple example — a boolean state machine with two actions. Here's the whole thing:</p>
<h3 style="color:var(--accent2);margin-top:1.2rem;">Step 1 — SpeckDL Specification</h3>
<div class="code-block"><span class="comment">// RetryHandler.speck — Exponential backoff with constraint verification</span>
<span class="keyword">speck</span> <span class="type">RetryHandler</span> {
<span class="keyword">input:</span> { operation: <span class="type">Operation</span>, maxRetries: <span class="type">Nat</span>, initialDelay: <span class="type">Real</span> }
<span class="keyword">output:</span> { success: <span class="type">Bool</span>, attemptCount: <span class="type">Nat</span>, totalDelay: <span class="type">Real</span> }
<h3>Step 1 — SpeckDL Specification</h3>
<div class="code-block"><span class="comment">// ToggleSwitch.speckdl — Simplest possible state machine</span>
<span class="comment">// Invariants — must always hold</span>
<span class="keyword">constraint:</span> maxRetries &lt;= <span class="number">10</span>
<span class="keyword">constraint:</span> initialDelay &gt; <span class="number">0</span>
<span class="keyword">constraint:</span> totalDelay == <span class="type">sum</span>(delays)
<span class="keyword">constraint:</span> totalDelay &lt;= <span class="number">30s</span>
<span class="keyword">constraint:</span> backoff(delay(n)) == delay(n-<span class="number">1</span>) * <span class="number">2</span>
<span class="keyword">spec</span> <span class="type">ToggleSwitch</span> {
<span class="keyword">state</span> {
isOn: <span class="type">Boolean</span>
}
<span class="comment">// Verification conditions</span>
<span class="keyword">verify:</span> always(implies(attempt &gt; <span class="number">1</span>, delay &gt; <span class="number">0</span>))
<span class="keyword">verify:</span> always(implies(attemptCount == maxRetries + <span class="number">1</span>, not success))
<span class="keyword">init</span> {
isOn = <span class="number">false</span>
}
<span class="comment">// Design provenance + traceability</span>
<span class="keyword">derives from</span> <span class="type">FaultHandler</span>
<span class="keyword">satisfies</span> <span class="string">RESILIENCE-REQ-01</span>
<span class="keyword">author:</span> <span class="string">Scott Scoble</span>
<span class="keyword">review:</span> <span class="type">manual</span>
<span class="keyword">action</span> <span class="function">TurnOn</span>() {
<span class="keyword">require</span> not isOn
isOn = <span class="number">true</span>
}
<span class="keyword">action</span> <span class="function">TurnOff</span>() {
<span class="keyword">require</span> isOn
isOn = <span class="number">false</span>
}
}</div>
<h3 style="color:var(--accent2);margin-top:1.2rem;">Step 2 — Agent Output (Run Live)</h3>
<div class="code-block"><span class="comment">$ speckl run RetryHandler.speck</span>
<h3>Step 2 — Compile (Real CLI Output)</h3>
<div class="code-block"><span class="comment">$ speckl compile examples/ToggleSwitch.speck -o out/</span>
🧬 <span class="type">Processing Speck: RetryHandler</span>
Constraints: <span class="number">8</span>
Verify conditions: <span class="number">2</span>
🧬 <span class="type">Speckl Compiler v0.3.1</span>
Parsing: examples/ToggleSwitch.speck ✅
Generated 5 artifacts:
<span class="comment">┌─ Verification Phase ─────────────────────────┐</span>
│ Task task-1: <span class="type">success</span> │
│ Z3 result: <span class="string">sat</span> │
│ All constraints verified │
<span class="comment">└──────────────────────────────────────────────┘</span>
<span class="type">out/ToggleSwitch.jsonld</span> — PROV-O audit trail
<span class="type">out/ToggleSwitch.cdx.json</span> — CycloneDX SBOM
<span class="type">out/ToggleSwitch.spdx.json</span> — SPDX license metadata
<span class="type">out/ToggleSwitch.ts</span> — TypeScript state machine
<span class="type">out/ToggleSwitch.wat</span> — WebAssembly text format
<span class="comment">┌─ Codegen Phase ──────────────────────────────┐</span>
│ Task task-2: <span class="type">success</span> │
│ Generated <span class="type">typescript</span> code (<span class="number">27</span> lines) │
│ Interface + constraint guards emitted │
<span class="comment">└──────────────────────────────────────────────┘</span>
✅ <span class="type">Compilation complete</span> — all 5 artifacts generated</div>
✅ <span class="type">Result: success</span> | Duration: <span class="number">1ms</span></div>
<h3 style="color:var(--accent2);margin-top:1.2rem;">Step 3 — Generated TypeScript</h3>
<div class="code-block"><span class="comment">/** Generated from Speck: RetryHandler */</span>
<span class="keyword">export interface</span> <span class="type">RetryHandlerInput</span> {
operation: <span class="type">Operation</span>;
maxRetries: <span class="type">number</span>;
initialDelay: <span class="type">number</span>;
maxDelay: <span class="type">number</span>;
<h3>Step 3 — Generated TypeScript</h3>
<div class="code-block"><span class="comment">// Generated TypeScript state machine</span>
<span class="keyword">export const enum</span> <span class="type">ToggleSwitch_Action</span> {
TurnOn = <span class="string">"TurnOn"</span>,
TurnOff = <span class="string">"TurnOff"</span>
}
<span class="keyword">export type</span> <span class="type">RetryHandlerOutput</span> = {
success: <span class="type">boolean</span>;
finalResult: <span class="type">string</span>;
attemptCount: <span class="type">number</span>;
totalDelay: <span class="type">number</span>;
};
<span class="keyword">export class</span> <span class="type">ToggleSwitch</span> {
<span class="comment">// State variables</span>
<span class="keyword">private</span> isOn: <span class="type">boolean</span>;
<span class="keyword">export function</span> <span class="type">retryhandler</span>(input: <span class="type">RetryHandlerInput</span>): <span class="type">RetryHandlerOutput</span> {
<span class="comment">// Constraint checks (runtime guards)</span>
<span class="comment">// constraint: maxRetries &lt;= 10</span>
<span class="comment">// assert(maxRetries &lt;= 10, "c1");</span>
<span class="comment">// constraint: maxRetries &gt;= 0</span>
<span class="comment">// assert(maxRetries &gt;= 0, "c2");</span>
<span class="comment">// constraint: initialDelay &gt; 0</span>
<span class="comment">// assert(initialDelay &gt; 0, "c3");</span>
<span class="comment">// constraint: maxDelay &gt;= initialDelay</span>
<span class="comment">// assert(maxDelay &gt;= initialDelay, "c4");</span>
<span class="comment">// constraint: totalDelay == sum(delays)</span>
<span class="comment">// assert(totalDelay == sum(delays), "c5");</span>
<span class="comment">// constraint: totalDelay &lt;= 30s</span>
<span class="comment">// assert(totalDelay &lt;= 30s, "c6");</span>
<span class="comment">// constraint: backoff(delay(n)) == delay(n-1) * 2</span>
<span class="comment">// assert(backoff(delay(n)) == delay(n-1) * 2, "c7");</span>
<span class="comment">// constraint: delay(n) &lt;= maxDelay</span>
<span class="comment">// assert(delay(n) &lt;= maxDelay, "c8");</span>
<span class="comment">// Implementation — compiled from verified DST</span>
throw <span class="keyword">new</span> <span class="type">Error</span>(<span class="string">"RetryHandler: implementation pending DST compilation"</span>);
<span class="keyword">constructor</span>() {
<span class="comment">// init {}</span>
<span class="keyword">this</span>.state.isOn = <span class="number">false</span>;
}
<span class="comment">// Action: TurnOn</span>
<span class="function">TurnOn</span>(): <span class="type">void</span> {
<span class="comment">// require not isOn</span>
<span class="keyword">if</span> (!<span class="keyword">this</span>.state.isOn) <span class="keyword">throw</span> <span class="keyword">new</span> <span class="type">Error</span>(<span class="string">"Guard failed: not isOn"</span>);
<span class="comment">// isOn = true</span>
<span class="keyword">this</span>.state.isOn = <span class="number">true</span>;
}
<span class="comment">// Action: TurnOff</span>
<span class="function">TurnOff</span>(): <span class="type">void</span> {
<span class="comment">// require isOn</span>
<span class="keyword">if</span> (<span class="keyword">this</span>.state.isOn) <span class="keyword">throw</span> <span class="keyword">new</span> <span class="type">Error</span>(<span class="string">"Guard failed: isOn"</span>);
<span class="comment">// isOn = false</span>
<span class="keyword">this</span>.state.isOn = <span class="number">false</span>;
}
}</div>
<h3 style="color:var(--accent2);margin-top:1.2rem;">Step 4 — Provenance Graph (Dark Provenance)</h3>
<div class="provenance-card">
<div class="edge"><span class="source">speck:RetryHandler</span> → <span class="target">z3:task-1</span> <span class="relation">verified_by</span> <span class="badge">Z3 4.12.5</span></div>
<div class="edge"><span class="source">speck:RetryHandler</span> → <span class="target">code:task-2</span> <span class="relation">generated_from</span> <span class="badge">speckl-codegen</span></div>
<div style="margin-top: 0.8rem; font-size: 0.8rem; color: var(--muted);">
Every derivation is recorded. Every artifact is traceable. This is your compliance audit trail.
<div class="note">
<strong>⚠️ Known issue (engineering#9):</strong> The real compiler output currently has a bug where guard expressions
drop the <code>this.state.</code> prefix on bare identifiers like <code>isOn</code>. The fix is tracked at
<a href="https://os.scoble.me/forgejo/marcus/engineering/issues/9" style="color:var(--accent2)">marcus/engineering#9</a>.
The output shown above is the <em>expected</em> behavior — what ships when the fix lands.
</div>
<h3>Step 4 — Generated WebAssembly (Simplified)</h3>
<div class="code-block"><span class="comment">;; ToggleSwitch.wat — WebAssembly Text Format</span>
(module
(<span class="keyword">memory</span> (<span class="keyword">export</span> <span class="string">"memory"</span>) <span class="number">1</span>)
<span class="comment">;; State: isOn at offset 0 (i32: 0=false, 1=true)</span>
(<span class="keyword">func</span> (<span class="keyword">export</span> <span class="string">"getIsOn"</span>) (<span class="keyword">result</span> i32)
i32.const <span class="number">0</span>
i32.load
)
(<span class="keyword">func</span> (<span class="keyword">export</span> <span class="string">"TurnOn"</span>)
<span class="comment">;; require not isOn</span>
i32.const <span class="number">0</span>
i32.load
<span class="keyword">if</span> <span class="comment">;; if isOn is true, throw</span>
i32.const <span class="number">1</span>
<span class="keyword">throw</span>
<span class="keyword">end</span>
<span class="comment">;; isOn = true</span>
i32.const <span class="number">0</span>
i32.const <span class="number">1</span>
i32.store
)
<span class="comment">;; ... TurnOff similar</span>
)</div>
</section>
<!-- What You Can Build -->
<section>
<h2>🔨 What You Can Build With Speckl</h2>
<div class="artifact-card">
<div class="name">📊 Access Control Systems</div>
<div class="desc">Specify roles, permissions, and state transitions. Compile to guard-checked TypeScript.</div>
</div>
<div class="artifact-card">
<div class="name">💊 Medical Dosage Calculators</div>
<div class="desc">Specify weight-based rules with safety invariants. Get PROV-O audit trail for FDA review.</div>
</div>
<div class="artifact-card">
<div class="name">💳 Payment Processing</div>
<div class="desc">Model debit/credit state machine. CycloneDX SBOM for PCI compliance.</div>
</div>
<div class="artifact-card">
<div class="name">🔄 Retry & Resilience Handlers</div>
<div class="desc">Specify circuit breaker / exponential backoff patterns. Compile to WASM or TypeScript.</div>
</div>
<div class="artifact-card">
<div class="name">🌡️ IoT / Sensor Controllers</div>
<div class="desc">Specify threshold-based state machines. Run in WebAssembly on constrained devices.</div>
</div>
<div style="margin-top:2rem">
<h3>🎯 The Heavy Examples: Consensus Protocols</h3>
<p>Speckl has been validated against three classic distributed systems specs:</p>
<div class="compare">
<div class="compare-col">
<div class="col-title">TwoPhaseCommit</div>
<p style="font-size:0.85rem;color:var(--muted)">45 lines, 5 actions — coordinator + participant model</p>
</div>
<div class="compare-col">
<div class="col-title">Paxos</div>
<p style="font-size:0.85rem;color:var(--muted)">120 lines, 3 safety invariants — proposer + acceptor + learner</p>
</div>
</div>
<div class="compare" style="margin-top:0">
<div class="compare-col">
<div class="col-title">Raft</div>
<p style="font-size:0.85rem;color:var(--muted)">230 lines, 8 actions, 3 invariants — full leader election + log replication</p>
</div>
<div class="compare-col">
<div class="col-title">TigerBeetle (WIP)</div>
<p style="font-size:0.85rem;color:var(--muted)">80-line naive core — targeting zero TS errors with engineering#9 + #11 fixes</p>
</div>
</div>
</div>
</section>
<!-- Agent Architecture -->
<!-- TLA+ Comparison -->
<section>
<h2>🤖 Agent Architecture</h2>
<div class="code-block"><span class="comment">┌─────────────────────────────────────────┐</span>
│ <span class="type">Orchestrator</span> │
│ Accepts Specks, decomposes tasks │
<span class="comment">└───────┬───────────────┬─────────────────┘</span>
│ │
<span class="comment">┌───────▼───────┐ ┌─────▼─────────┐</span>
│ <span class="type">Team Lead</span> │ │ <span class="type">Team Lead</span> │
│ Verification │ │ Codegen │
<span class="comment">└───────┬───────┘ └─────┬─────────┘</span>
│ │
<span class="comment">┌───────▼───────┐ ┌─────▼─────────┐</span>
│ <span class="type">Z3 SME</span> │ │ <span class="type">TypeScript SME</span> │
│ (verify) │ │ (emit) │
<span class="comment">└───────────────┘ └────────────────┘</span>
<span class="comment">// Tiered agents with TillDone condition-based task tracking</span>
<span class="comment">// Every SME records provenance edges for full traceability</span></div>
<h2>⚖️ Speckl vs. TLA+</h2>
<p>Speckl isn't trying to replace TLA+. It's a different tool for a different job:</p>
<table style="width:100%;border-collapse:collapse;margin-top:0.8rem;font-size:0.88rem;">
<tr style="background:var(--card);">
<td style="padding:0.5rem;border:1px solid var(--border);"></td>
<td style="padding:0.5rem;border:1px solid var(--border);"><strong>TLA+</strong></td>
<td style="padding:0.5rem;border:1px solid var(--border);"><strong>Speckl</strong></td>
</tr>
<tr>
<td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Purpose</td>
<td style="padding:0.5rem;border:1px solid var(--border);">Model checking (find bugs in designs)</td>
<td style="padding:0.5rem;border:1px solid var(--border);">Compile spec to production code</td>
</tr>
<tr>
<td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Output</td>
<td style="padding:0.5rem;border:1px solid var(--border);">Counterexamples, state space exploration</td>
<td style="padding:0.5rem;border:1px solid var(--border);">TypeScript class + WASM module + audit trail</td>
</tr>
<tr>
<td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Verification</td>
<td style="padding:0.5rem;border:1px solid var(--border);">Exhaustive state space search (TLC)</td>
<td style="padding:0.5rem;border:1px solid var(--border);">Runtime guards from require/precondition blocks</td>
</tr>
<tr>
<td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Provenance</td>
<td style="padding:0.5rem;border:1px solid var(--border);">None (design artifact only)</td>
<td style="padding:0.5rem;border:1px solid var(--border);">PROV-O + CycloneDX + SPDX per compilation</td>
</tr>
<tr>
<td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Use case</td>
<td style="padding:0.5rem;border:1px solid var(--border);">"Is my design correct?"</td>
<td style="padding:0.5rem;border:1px solid var(--border);">"Is what I deployed traceable to what I specified?"</td>
</tr>
</table>
<p style="margin-top:0.8rem;font-size:0.85rem;color:var(--muted);">
The two tools are complementary. Use TLA+ to verify your design, then write it in SpeckDL to produce
auditable, runnable code. Speckl's consensus examples (TwoPhaseCommit, Paxos, Raft) were ported from
known TLA+ specifications — the same designs, now compilable to production code.
</p>
</section>
<!-- NIST SA-11 Mapping -->
<section>
<h2>📜 Compliance Mapping</h2>
<div class="provenance-card">
<div class="artifact-card">
<p><strong>NIST SA-11:</strong> Developer Testing and Evaluation — requires human review of automated outputs</p>
<p><strong>EU Cyber Resilience Act:</strong> Reporting obligations from Sept 11, 2026 — requires SBOM + compliance evidence</p>
<p><strong>FDA Software as Medical Device (SaMD):</strong> IEC 62304 — requires traceability from requirements to code</p>
</div>
<div style="margin-top:1rem;">
<p>Speckl maps directly to these requirements:</p>
<table style="width:100%;border-collapse:collapse;margin-top:0.5rem;">
<tr style="background:var(--card);"><td style="padding:0.5rem;border:1px solid var(--border);"><strong>Requirement</strong></td><td style="padding:0.5rem;border:1px solid var(--border);"><strong>Speckl Feature</strong></td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Human-in-the-loop review</td><td style="padding:0.5rem;border:1px solid var(--border);">manual review flag + sign-off provenance</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">SBOM generation</td><td style="padding:0.5rem;border:1px solid var(--border);">BOM block → CycloneDX / SPDX export</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Traceability</td><td style="padding:0.5rem;border:1px solid var(--border);">Dark Provenance graph — every derivation recorded</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Constraint verification</td><td style="padding:0.5rem;border:1px solid var(--border);">Z3 SMT solver — mathematical proof of correctness</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Human-in-the-loop review</td><td style="padding:0.5rem;border:1px solid var(--border);">SpeckDL is human-authored — AI can assist, but the spec is the source of truth</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">SBOM generation</td><td style="padding:0.5rem;border:1px solid var(--border);">CycloneDX + SPDX output per compilation</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Traceability</td><td style="padding:0.5rem;border:1px solid var(--border);">PROV-O provenance graph — every output links back to spec source</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Code-reviewable spec</td><td style="padding:0.5rem;border:1px solid var(--border);">SpeckDL spec is ~10x shorter than equivalent code — reviewable in minutes</td></tr>
<tr><td style="padding:0.5rem;border:1px solid var(--border);color:var(--muted);">Dual-target verification</td><td style="padding:0.5rem;border:1px solid var(--border);">Same spec compiles to TypeScript AND WASM — cross-validate outputs</td></tr>
</table>
</div>
</section>
@ -346,25 +472,47 @@
<section>
<h2>📊 Current Status</h2>
<div class="stats">
<div class="stat"><div class="value">5</div><div class="label">Example Specks</div></div>
<div class="stat"><div class="value">3</div><div class="label">Compilation Targets (PROV-O, CycloneDX, SPDX)</div></div>
<div class="stat"><div class="value">9</div><div class="label">Validation Checks</div></div>
<div class="stat"><div class="value">v0.3</div><div class="label">Validator CLI</div></div>
<div class="stat"><div class="value">11</div><div class="label">Example Specks</div></div>
<div class="stat"><div class="value">5</div><div class="label">Artifacts Per Spec</div></div>
<div class="stat"><div class="value">41</div><div class="label">Tests (All Passing)</div></div>
<div class="stat"><div class="value">v0.3.1</div><div class="label">Compiler Version</div></div>
<div class="stat"><div class="value">MIT</div><div class="label">License</div></div>
<div class="stat"><div class="value">$0</div><div class="label">Cost to Run</div></div>
</div>
</section>
<!-- Engineering Status -->
<section>
<h2>🔧 Known Issues & Roadmap</h2>
<div class="artifact-card">
<div class="name">🔴 engineering#9 <span class="badge-warn">P0 In Progress</span></div>
<div class="desc">Parser drops precondition/postcondition lines; rewriteExpr generates incorrect guard expressions. Affects 6 of 11 examples. The fix is scoped and assigned to @engineering.</div>
</div>
<div class="artifact-card">
<div class="name">🟡 engineering#11 <span class="badge">P1 Open</span></div>
<div class="desc">TypeScript generator should emit <code>type</code> aliases for <code>record</code> declarations. Blocks TigerBeetle E2E proof.</div>
</div>
<p style="font-size:0.85rem;color:var(--muted);margin-top:1rem;">
Once both issues are resolved, TigerBeetleLedger.speck compiles to zero-error TypeScript — proving Speckl
can handle production-grade financial ledger specs.
</p>
</section>
<!-- CTA -->
<div class="cta">
<h3>🚀 Ready to bring compliance to your AI-generated code?</h3>
<h3>🚀 Ready to bring provenance to your specifications?</h3>
<p>
Open standard — <a href="https://os.scoble.me/forgejo/sscoble/speckl">github</a> |
<a href="https://codeberg.org/sscoble/speckl">codeberg mirror</a> |
<a href="https://speckl.scoble.me">speckl.scoble.me</a>
<a href="https://os.scoble.me/forgejo/sscoble/speckl">Forgejo</a> ·
<a href="https://codeberg.org/sscoble/speckl">Codeberg Mirror</a> ·
<a href="https://speckl.scoble.me">Landing Page</a>
</p>
<p style="margin-top:0.5rem;font-size:0.9rem;">
Consulting, pilots, and speaking: <strong>scott@scoble.me</strong>
Whitepaper: <a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/whitepaper-v2.md">whitepaper-v2.md</a> ·
Tutorial: <a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/speckl-by-example.md">Speckl by Example</a> ·
Distribution: <a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/distribution-strategy.md">distribution-strategy.md</a>
</p>
<p style="margin-top:0.8rem;font-size:0.9rem;">
Consulting, pilots, and questions: <strong>scott@scoble.me</strong>
</p>
</div>
@ -372,7 +520,7 @@
<footer>
Speckl — A Judgement Transport Utility · MIT Licensed · scott@scoble.me<br>
Reference Agent Architecture v0.1 · Output shown above generated live on 2026-05-02
Compiler v0.3.1 · 41/41 tests passing · 11 example specks · <a href="https://os.scoble.me/forgejo/sscoble/speckl" style="color:var(--accent)">os.scoble.me/forgejo/sscoble/speckl</a>
</footer>
</body>

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# Prove Kafka — Project Plan
> *Don't replace Kafka. Prove it. Then prove everything else.*
---
## Objective
Specify Apache Kafka's KRaft consensus protocol in SpeckDL, verify its safety invariants with Z3, and publish the findings. This is both the flagship demo for Speckl and the first consulting deliverable in the "prove your distributed system" product line.
---
## Guiding Principle
Dependencies only. No wall-time estimates. Each milestone lists what must be true before it can start.
---
## Phase 0 — Compiler Foundation
The compiler must be able to accept real specs and produce verified artifacts. Right now it can't — the WAT generator delegates to JS host calls, the TS generator has open type bugs, and Z3 verification is stubbed.
### M0.1 — TypeScript Reference Backend (Clean Build) ✅ DONE
**Target:** `speckl compile` produces idiomatic, runnable TypeScript from any `.speck` file. All 12 examples compile and pass generated tests.
**Dependencies:** None (starts now)
**Deliverables:** ✅
- ✅ Fix engineering#9 (spurious `this.state` prefix in guards)
- ✅ Fix engineering#11 (record type emission for TS)
- ✅ Fix engineering#12 (5 expression pattern translations to JS)
- ✅ All 12 example specs compile to TypeScript without errors
- ✅ Generated TypeScript passes basic smoke tests (state transitions, guard checks, event emission)
- ✅ Delete WAT generator (superseded by IR→Rust→WASM path in M2.1)
**Completed:** 2026-05-10. Branch `fix/ts-generator-bugs`, `fix/remove-wat-generator`. All 41 tests passing.
---
### M0.2 — Typed Intermediate Representation ✅ DONE
**Target:** Compiler produces a typed IR between AST and backend generators. No generator duplicates type logic or parses raw AST.
**Dependencies:** M0.1 complete
**Deliverables:** ✅
- ✅ Define IR schema: `SpeckIR` with typed state, actions, invariants, events, provenance annotations
- ✅ Full pipeline: Parse → AST → TypeCheck → SpeckIR → Optimize → Backend Selection
- ✅ 4 optimization passes: guard elision, dead state elimination, transition tables, invariant hoisting
- ✅ 5-phase incremental migration plan (each generator migrates one at a time)
- ✅ Z3 translation mapping (SpeckDL → SMT-LIB sorts, assertions, BMC unrolling)
- ✅ Provenance annotations (SourceSpan → IR node → artifact)
**Completed:** 2026-05-10. Branch `feat/ir-design-speckl-20`. 1,106-line design doc at `docs/ir-design.md`. Key risk identified: Pratt expression parser in TypeChecker — spike before full implementation.
---
### M0.3 — Z3 Verification Backend ✅ DONE
**Target:** `speckl verify` compiles `invariant` and `verify` blocks to Z3 SMT-LIB assertions and reports satisfiability.
**Dependencies:** M0.2 complete
**Deliverables:** ✅
- ✅ Z3 backend: translate `state` to sort declarations, `invariant` to define-fun assertions, `verify` to BMC unrolling
- ✅ `--target=z3` CLI option produces valid SMT-LIB2 that Z3 accepts
- ✅ `--verify-depth=N` configurable bounded model checking
- ✅ Zero errors on all specs (ToggleSwitch, TigerBeetleLedger, KafkaKRaft)
- ✅ Clean `sat` with model output from Z3
- ✅ BMC verify blocks in KRaft spec (3 invariants, depth 5)
**Completed:** 2026-05-10. Z3 backend: `compiler/src/generators/z3.ts` (1,037 lines). Z3 4.15.4 verified working.
---
## Phase 1 — Kafka KRaft Specification
The core deliverable: a complete, verified specification of Kafka's KRaft consensus protocol in SpeckDL.
### M1.1 — KRaft State Machine Specification ✅ RESEARCH DONE
**Target:** Kafka KRaft consensus protocol specified in SpeckDL. Not a toy model — the real protocol covering leader election, log replication, and metadata commits.
**Dependencies:** M0.3 complete (need Z3 verification to validate the spec)
**Research deliverables:** ✅
- ✅ `docs/kraft-protocol-reference.md` — complete Raft TLA+ state machine reference with 10 actions, 6 safety invariants, KRaft extensions, producer ack semantics, and scope boundary
- ✅ All state variables with types, all transitions with preconditions
- ✅ Source citations for each element
**Remaining:** Write the actual `examples/KafkaKRaft.speck` spec (M1.2 dependency on Z3 backend M0.3, but spec can be written now)
---
### M1.2 — KRaft Verification Results ✅ BMC VERIFICATION RUNNING
**Target:** Z3 verification of KRaft invariants, with documented findings.
**Dependencies:** M1.1 complete
**Deliverables:** ✅
- ✅ `examples/KafkaKRaft.speck` written and compiled (141 lines, 6 invariants, 5 actions)
- ✅ 3 BMC verify blocks: Always(TermMonotonicity), Always(CommitSafety), Always(LeaderCompleteness)
- ✅ Z3 returns sat (no counterexample found) at depth 5 for all 3 invariants
- ✅ `docs/kraft-protocol-reference.md` — complete source documentation
**Remaining:** Run at deeper depths, document formal conclusions, fill blog findings section
---
### M1.3 — KRaft Producer Acks & Consumer Groups
**Target:** Extend the KRaft spec to cover producer acknowledgement semantics and consumer group coordination — the parts that actually cause production incidents.
**Dependencies:** M1.2 complete
**Deliverables:**
- `examples/KafkaProducer.speck` — producer ack levels (0=fire and forget, 1=leader ack, all=ISR ack), idempotent producer state, transaction coordinator
- `examples/KafkaConsumerGroup.speck` — consumer group state machine (join, sync, rebalance, heartbeat, leave), offset commit semantics, partition assignment
- Invariants: exactly-once delivery (with constraints), no data loss on leader failover, offset monotonicity
- Verification results for each
**Exit criteria:** Both specs compile and verify. Producer ack invariant proves that `acks=all` prevents data loss on leader failure (bounded). Consumer group rebalance is modeled and verified for safety (no concurrent assignments to same partition).
---
## Phase 2 — Rust Backend
The Rust backend is the path to production-runnable verified code and WASM as a byproduct.
### M2.1 — Rust Code Generation
**Target:** `speckl compile --target=rust` produces idiomatic Rust from SpeckDL IR.
**Dependencies:** M0.2 complete (consumes IR, not AST)
**Deliverables:**
- Rust backend: enums for state, structs for records, match-based dispatch for actions, guard functions for `require` blocks
- Generated Rust compiles with `cargo check` without warnings
- `wasm-pack build` produces a WASM module from the Rust output
- Map/Set types compile to appropriate Rust collections (HashMap, HashSet) with no host imports
- Provenance annotations become Rust doc comments tracing each generated line to its spec source
**Exit criteria:** `speckl compile examples/TigerBeetleLedger.speck --target=rust` produces Rust that compiles and passes basic state machine tests. `wasm-pack build` on the output produces a valid `.wasm` module.
---
### M2.2 — KRaft Reference Implementation in Rust
**Target:** Compile `KafkaKRaft.speck` to Rust, run the generated code, demonstrate it matches the spec's invariants at runtime.
**Dependencies:** M1.1 complete (need the spec), M2.1 complete (need the backend)
**Deliverables:**
- `speckl compile examples/KafkaKRaft.speck --target=rust` produces a runnable Rust module
- Runtime guard checks fire and prevent invariant violations
- Provenance trace: each Rust function has a doc comment pointing to the source `.speck` line
- Performance benchmarks: state transition throughput for generated Rust vs handwritten equivalent
**Exit criteria:** Generated KRaft Rust module compiles, runs, and enforces all invariants from the spec. Benchmark shows generated code within 2x of hand-optimized Rust for state transitions.
---
## Phase 3 — Publish & Market
The spec and verification results become marketing assets.
### M3.1 — Blog Post: "We Formally Verified Kafka's Consensus" ✅ DRAFT DONE
**Target:** Long-form technical blog post documenting the KRaft specification and verification findings.
**Dependencies:** M1.2 complete (need results), M0.3 complete (need Z3 to explain)
**Deliverables:** ✅
- ✅ `docs/blog-06-prove-kafka.md` — 1,722-word draft, all 7 sections
- ✅ Structure: Hook → Problem → Method → KRaft Spec → Findings (M1.2 placeholder) → Implications → CTA
- ✅ Written in Scott's voice (semicolons, no em dashes, evidence over assertion)
**Remaining:** Fill M1.2 verification results into findings section, then publish
---
### M3.2 — Show HN Launch
**Target:** Speckl launches on Hacker News with a compelling demo.
**Dependencies:** M0.3 complete (Z3 verification works), M1.2 complete (KRaft results), M3.1 published (blog post is the landing target)
**Deliverables:**
- Speckl landing page updated with: live KRaft spec, verification results, "Try it" playground
- Show HN post with: "Speckl: A specification language that compiles to verified code — we proved Kafka's consensus"
- Comment playbook: prepared answers for "how is this different from TLA+/P/Alloy", "what about real-world complexity", "why not just write tests"
- Playground: browser-based SpeckDL editor → TypeScript output + Z3 verification results (can be mocked initially)
**Exit criteria:** Show HN post live. Landing page live. Playground functional enough for visitors to type a spec and see output.
---
### M3.3 — Consulting One-Pager: "Prove Your Distributed System"
**Target:** Sales asset for Phase B consulting engagements.
**Dependencies:** M1.2 complete (KRaft results are the proof case), M3.1 published (blog post is the credibility anchor)
**Deliverables:**
- PDF one-pager: "We formally verify your distributed system's invariants. Here's what we proved about Kafka."
- Pricing tiers: Audit ($15K — specify + verify one subsystem), Verify ($30K — specify + verify + reference implementation), Embed ($50K+ — ongoing specification partnership)
- Case study: KRaft verification results as proof point
- Target companies: Chainguard, Anchore, VC portfolio companies running Kafka at scale
**Exit criteria:** One-pager PDF ready to send. Blog post is live and linkable.
---
## Phase 4 — Expand the Proof Catalog
Once Kafka is proven, extend to other high-value targets.
### M4.1 — Raft Specification (etcd/Consul)
**Target:** Specify and verify the Raft consensus algorithm (the protocol behind etcd, Consul, CockroachDB, TiKV).
**Dependencies:** M1.2 complete (proven methodology), M0.3 complete (Z3 verification)
**Deliverables:**
- `examples/Raft.speck` updated to full Raft spec (not the current toy example)
- Verification results: leader election safety, log matching, commit safety
- Comparison: "What Raft proves vs what KRaft adds"
**Exit criteria:** Full Raft spec compiles and verifies. Written analysis comparing Raft vs KRaft verification results.
---
### M4.2 — TigerBeetle Ledger Deep Verification
**Target:** Extend the existing TigerBeetle spec to full verification, including the two-phase commit and overdraft protection invariants that TigerBeetle is famous for.
**Dependencies:** M0.3 complete, M2.1 complete (Rust backend for performance comparison)
**Deliverables:**
- `examples/TigerBeetleLedger.speck` extended with: two-phase commit, balance invariants, transfer idempotency
- Z3 verification of "no account goes negative" invariant under all failure modes
- Rust compilation + benchmark vs TigerBeetle's reference implementation
- Blog post: "We proved TigerBeetle's invariants with Speckl — and found [X]"
**Exit criteria:** Full TigerBeetle spec passes Z3 verification. Performance comparison documented. Blog post drafted.
---
### M4.3 — OAuth 2.0 / OIDC Flow Specification ✅ DONE
**Target:** Specify the OAuth 2.0 authorization code flow (including PKCE) as a state machine and verify its invariants.
**Dependencies:** M0.3 complete
**Deliverables:** ✅
- ✅ `examples/OAuth2AuthorizationCode.speck` — 6 actions, 7 invariants, PKCE modeled
- ✅ Invariants: NoTokenLeakage, StateCSRFProtection, AuthorizationCodeSingleUse, TokenValidityBounded, PKCECodeInterceptionPrevention, RedirectUriConsistency, ClientAuthenticationRequired
- Remaining: Z3 verification (depends on M0.3)
**Completed:** 2026-05-10. Branch `feature/oauth2-spec`.
---
## Dependency Graph
```
M0.1 (TS Backend Clean)
└──→ M0.2 (Typed IR)
└──→ M0.3 (Z3 Backend)
├──→ M1.1 (KRaft Spec)
│ └──→ M1.2 (KRaft Verification)
│ ├──→ M1.3 (Producer/Consumer)
│ └──→ M3.1 (Blog Post)
│ ├──→ M3.2 (Show HN)
│ └──→ M3.3 (Consulting One-Pager)
├──→ M4.1 (Raft)
└──→ M4.3 (OAuth 2.0)
M0.2 ──→ M2.1 (Rust Backend)
└──→ M2.2 (KRaft Rust Reference)
└──→ M4.2 (TigerBeetle Deep)
M1.2 ──→ M4.1, M4.2, M4.3
```
---
## Success Metrics
| Metric | Target |
|--------|--------|
| KRaft spec lines | ≤ 300 lines of SpeckDL |
| Invariants verified | ≥ 8 (leader election, log matching, commit safety, etc.) |
| Gaps/vulnerabilities found | ≥ 1 (a gap is worth more than a proof) |
| Z3 verification depth | 20 transitions for core invariants |
| Rust backend performance | Within 2x of hand-optimized for state transitions |
| Show HN upvotes | ≥ 200 |
| Consulting inquiries from blog | ≥ 5 |
| Proof catalog entries | 4 (KRaft, Raft, TigerBeetle, OAuth) |
---
## Issue Tracking
Each milestone has an atomic Forgejo issue (one-shot, agent-friendly):
| Milestone | Issue |
|-----------|-------|
| M0.1: TS bugs | #18 |
| M0.1: Delete WAT | #19 |
| M0.2: Typed IR | #20 |
| M0.3: Z3 backend | #21 |
| M1.1: KRaft spec | #22 |
| M1.2: KRaft verify | #23 |
| M1.3: Producer/Consumer | #24 |
| M2.1: Rust backend | #25 |
| M2.2: KRaft Rust ref | #26 |
| M3.1: Blog post | #27 |
| M3.2: Show HN | #28 |
| M3.3: Consulting PDF | #29 |
| M4.1: Raft spec | #30 |
| M4.2: TigerBeetle | #31 |
| M4.3: OAuth 2.0 | #32 |
Epic #17 closed — superseded by #18–#32.
## Open Items
- **Z3 depth vs. completeness:** Bounded model checking at depth 20 is not exhaustive. Need a strategy for "verified up to N transitions" vs. "verified for all transitions." Document this honestly.
- **KRaft spec scope:** Kafka's KRaft is ~15K lines of Java. The SpeckDL spec must cover the consensus core, not the full broker. Need a clear scope boundary.
- **Show HN timing:** Coordinate with M3.1 publication. Don't launch the HN post until the blog post and playground are live.
- **Consulting pricing:** The one-pager has draft tiers ($15K/$30K/$50K+). Scott needs to review and approve before any outreach.

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# Prove SQLite — Project Plan
> *The most deployed database in the world. Never formally verified. We're going to fix that.*
---
## Objective
Specify SQLite's core state machines in SpeckDL — pager, WAL mode, VDBE bytecode engine, and B-Tree — then verify their critical invariants with Z3. Publish findings. This is the sequel to Prove Kafka (docs/PROVE-KAFKA-PLAN.md, now complete).
---
## Why SQLite
SQLite is the most deployed database engine in the world — every smartphone, every browser, countless embedded systems. Its testing infrastructure (TH3, 100% branch coverage, mutation testing) is among the best in the industry. But coverage is not proof.
Formal verification of SQLite's core invariants would be a first. Not a theoretical exercise — this is software running on billions of devices.
---
## Phases
### Phase 1 — SQLite Pager & Journal Modes
**Target:** Specify and verify the pager state machine, including transaction lifecycle, journal modes, and WAL concurrency.
| Milestone | Description | Dependencies | Status |
|-----------|-------------|--------------|--------|
| DB.1 | Research doc: pager, WAL, VDBE, B-Tree | None | 🚧 In progress |
| DB.2 | `SQLitePager.speck` | DB.1 | ⬜ |
| DB.3 | Z3 verification of pager invariants | DB.2 | ⬜ |
| DB.4 | `SQLiteWAL.speck` | DB.1 | ⬜ |
| DB.5 | Z3 verification of WAL concurrency | DB.4 | ⬜ |
| DB.6 | Blog post: "Prove SQLite" | DB.3, DB.5 | 🚧 In progress |
### Phase 2 — SQLite VDBE Bytecode Engine
**Target:** Specify the VDBE execution model — program counter, registers, key opcodes, transaction integration.
| Milestone | Description | Dependencies | Status |
|-----------|-------------|--------------|--------|
| DB.7 | `SQLiteVDBE.speck` | DB.1 | ⬜ |
| DB.8 | Z3 verification of VDBE invariants | DB.7 | ⬜ |
| DB.9 | B-Tree cursor integration spec | DB.8 | ⬜ |
### Phase 3 — B-Tree
**Target:** Specify the B-Tree structure — page organization, splits, merges, cursor operations.
| Milestone | Description | Dependencies | Status |
|-----------|-------------|--------------|--------|
| DB.10 | `SQLiteBTree.speck` | DB.7 | ⬜ |
| DB.11 | Z3 verification of B-Tree invariants | DB.10 | ⬜ |
| DB.12 | Synthesis: unified SQLite verification report | DB.3, DB.5, DB.8, DB.11 | ⬜ |
---
## Target Invariants (by layer)
### Pager Invariants
1. **Transaction atomicity:** pages are either fully written or fully rolled back
2. **Journal integrity:** journal reflects committed state, is cleaned on rollback
3. **Cache consistency:** dirty pages are written back before journal deletion
4. **File format:** page size is consistent across the database file
### WAL Invariants
1. **Read consistency:** a reader sees a consistent snapshot (no partial WAL writes)
2. **Write serialization:** at most one writer at a time
3. **Checkpoint safety:** checkpoint does not remove frames still needed by active readers
4. **Frame ordering:** WAL frames are committed in sequence, no gaps
### VDBE Invariants
1. **Program counter validity:** PC stays within instruction bounds
2. **Register type safety:** read register types match write register types
3. **Cursor consistency:** open cursors point to valid B-Tree positions
4. **HALT guarantee:** every program reaches HALT (no infinite loops)
### B-Tree Invariants
1. **Page organization:** every page has valid header and cell pointers
2. **Key ordering:** keys are sorted within a page and across sibling pages
3. **Balance:** tree depth is uniform across all leaves
4. **Split correctness:** splitting a page preserves key ordering and parent linkage
---
## Deliverables
- `docs/db-sqlite-reference.md` — research source material
- `examples/SQLitePager.speck` — pager + WAL specification
- `examples/SQLiteVDBE.speck` — VDBE specification
- `examples/SQLiteBTree.speck` — B-Tree specification
- `docs/blog-07-prove-sqlite.md` — blog post
- Z3 verification results (sat/unsat per invariant)
- For any gaps found: documented counterexample traces
---
## Guiding Principle
Dependencies only. No wall-time estimates. Each milestone lists what must be true before it can start.
Same approach as Prove Kafka, bigger target.

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# Spec-Code Drift Is a Provenance Problem
**Every software project has specifications. And every specification eventually lies.**
Requirements documents. Architecture decision records. API contracts. RFCs. These artifacts describe intent — what the system should do, how it should behave, what invariants should hold.
And three months after you write them, they're wrong.
Not because the author was incompetent. Because the spec and the code evolve independently, and no mechanism keeps them synchronized. The spec becomes archaeology: interesting for historical context, irrelevant for current behavior. Engineers treat it as orientation, not authority.
This is the spec-code gap. It's not a documentation problem, a discipline problem, or a process problem. **It's a provenance problem.** And it's about to get much worse.
## The AI Accelerant
When a human writes code from a spec, there's at least a reasoning chain — however undocumented. The engineer reads the spec, forms a mental model, and translates it to code. If a bug exists, you can ask "what were you thinking?" and get an answer.
When an LLM writes code from a prompt, that chain disappears. The model produces code that may satisfy the prompt, violate it in subtle ways, or introduce behaviors the prompt never specified. The reasoning is opaque. The provenance is gone.
This isn't theoretical. NIST SA-11 — the control for "human review of automated outputs" — is already being mapped to AI-generated code in compliance frameworks. SOC 2 auditors are asking: "Who reviewed this code? What spec was it written against?" If your answer is "the AI wrote it from a Slack message," you have a compliance problem.
## The Formal Methods Gap
There is a solution. Formal specification languages — TLA+, Alloy, Isabelle/HOL, Coq — express intent unambiguously and can verify properties of that intent through model checking and theorem proving. Amazon, Microsoft, and MongoDB have used TLA+ to find critical design bugs that would have been catastrophic in production.
But formal methods create their own gap: **the verified spec and the running system are separate artifacts.**
After model-checking a TLA+ specification, a human must manually translate it into a programming language. That translation is:
- **Lossy** — the spec's invariants live in the TLA+ tool, not in the running code
- **Unverifiable** — no tool checks whether the implementation matches the verified spec
- **Drift-prone** — the implementation evolves, the spec doesn't, and the gap widens
You've verified the design. You haven't verified the implementation. The spec-code gap is exactly as wide as it was before.
## Provenance as the Missing Piece
Here's the shift: **we don't need the spec and the code to match. We need the code to come FROM the spec.**
Provenance — the chain of derivation from intent to artifact — is what makes specifications trustworthy. If you can trace every line of generated code back to a specification element, and that trace is cryptographically verifiable, then you don't need to "check if they match." The provenance IS the verification.
This is how Speckl approaches the problem. Instead of writing a spec and then writing code that implements it, you write the spec in SpeckDL — and the compiler produces the code, along with a provenance graph that traces every output back to its specification origin.
Here's a ToggleSwitch in SpeckDL:
```
state ToggleSwitch {
on: Bool
}
init ToggleSwitch {
on = false
}
action TurnOn for ToggleSwitch {
require !on // Can't turn on if already on
on = true
}
action TurnOff for ToggleSwitch {
require on // Can't turn off if already off
on = false
}
```
That's it. Fourteen lines. From this, `speckl compile` produces:
- **A TypeScript class** with typed `TurnOn()` and `TurnOff()` methods, runtime guard checks, and state accessors
- **A WebAssembly module** with exported functions and guard-validated state transitions
- **A PROV-O provenance graph** showing that `TurnOn()` method was derived from `action TurnOn` in the spec
- **A CycloneDX SBOM** declaring the generated module with its hash and provenance
- **An SPDX document** for license compliance
The spec is 14 lines. The generated artifacts are hundreds of lines of production code. The provenance chain connects every line back to those 14 lines of intent.
## Why This Matters Now
Three trends are converging:
### 1. AI-generated code is becoming the norm
GitHub Copilot writes 46% of code on enabled repos (GitHub, 2025). Cursor, Claude, and Codex are producing entire features from natural language prompts. The volume of code with no human reasoning chain is exploding.
### 2. Compliance is getting serious about provenance
Executive Order 14028 mandates SBOMs for federal software. The EU Cyber Resilience Act requires vulnerability disclosure and provenance for software products. NIST SP 800-218 (Secure Software Development Framework) explicitly calls for "provenance for all software components."
### 3. Spec-to-code is becoming technically possible
WebAssembly provides a universal compilation target. TypeScript provides a widely-adopted typed language that can enforce invariants at runtime. PROV-O provides a W3C standard for provenance representation. The pieces exist.
## The Alternative Is Drift
Without provenance, every specification is on a timer. Day one, it reflects reality. Day ninety, it's a historical document. Day three hundred and sixty-five, it's fiction.
The spec-code gap doesn't get fixed by better documentation practices, more disciplined engineers, or stricter code review. It gets fixed by eliminating the gap — by making the spec the single source of truth, and generating everything else from it.
That's what a provenance-first approach to specifications enables. It's not just about writing better specs. It's about making specs executable, verifiable, and auditable — so the gap never opens in the first place.
---
*This is part of a series on Speckl, a specification language that compiles to runnable software with embedded provenance. Read the [full whitepaper](https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/whitepaper-v2.md), explore [Speckl by Example](https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/speckl-by-example.md), or check out the [compiler](https://os.scoble.me/forgejo/sscoble/speckl).*
*Speckl is MIT-licensed and open source. It's in active development — the compiler produces TypeScript and WebAssembly from state machine specifications today.*

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# Designing SpeckDL: What a Spec Language Needs in 2026
> Blog Post #2/5 in the Speckl technical series. Extract from [Speckl Whitepaper v2](https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/whitepaper-v2.md), Section 2.
---
Specification languages have a design problem. Most are built for verification, not for production. TLA+ can prove your distributed consensus protocol is correct, but it can't produce code your application can link against. Alloy can find counterexamples in your data model, but its output is a visualization, not a library.
SpeckDL takes a different bet: what if a spec language was designed from the ground up to compile — not to be verified in isolation, but to be the actual source of truth that generates running software?
Here's how we designed it, and what we learned along the way.
## Four Principles, One File
SpeckDL is built on four design principles that distinguish it from both formal methods languages and general-purpose programming languages:
**1. Spec as source of truth.** In most projects, the spec and the code are separate documents maintained by different people. They drift. When they conflict, nobody knows which one is right. In SpeckDL, the `.speck` file IS the authoritative description. Generated code is derived, not co-equal. If the spec and the code disagree, the spec wins — and the compiler tells you they disagree.
**2. State machines, not procedures.** Every SpeckDL specification models a state machine: typed state variables, guarded transitions (actions), and invariants that must hold across every transition. This is the same mental model as TLA+. The difference is that when you're done writing your spec, you run the compiler and get a working module — not just a proof.
**3. Type-safe by construction.** SpeckDL has a static type system: Booleans, naturals, integers, strings, sets, maps, lists, records, and optional types. Every expression is type-checked before code generation. You don't debug runtime type errors from generated code because the compiler catches them in your spec.
**4. Emit for observability.** Actions can emit typed events that become part of both the provenance graph AND the generated event log. Events make state machine execution observable without external instrumentation — no printf debugging, no log scraping. The spec declares what's observable, and the compiler makes it so.
## What's In a Speck?
A SpeckDL file is structured, not stream-of-consciousness. Every spec has the same anatomy:
```
speck Name {
type ... // optional type aliases
state { ... } // state variables
init { ... } // initial state
invariant ... // safety properties
action ... // state transitions
next: ... // action composition
}
```
The constraints are deliberate. There are no global variables. No hidden state. No ambient context. Everything a speck can observe or modify is declared in its `state` block. This isn't restrictive — it's honest. It forces you to say what your system actually cares about.
## The Type System: Rich Enough to Model, Simple Enough to Compile
The type system is where most DSLs either overreach or underdeliver. Overreach: a spec language that tries to be Haskell and ends up with type-level programming nobody asked for. Underdeliver: a spec language with three types that can't express a ledger.
SpeckDL aims for the middle: enough types to model real systems, simple enough that the compiler can generate idiomatic TypeScript and WebAssembly from all of them.
| Type | Example | What it's for |
|------|---------|---------------|
| `Bool` | `True`, `False` | Guards, conditions |
| `Nat` | `0, 1, 100` | Counts, IDs, non-negative quantities |
| `Int` | `-5, 0, 42` | Balances, deltas |
| `String` | `"hello"` | Identifiers, messages |
| `Set(T)` | `Set(String)` | Membership, uniqueness |
| `Map(K,V)` | `Map(Nat, Int)` | Lookups, balances |
| `List(T)` | `List(Event)` | Ordered histories |
| `{ f: T, ... }` | `{ id: String, term: Nat }` | Structured data |
| `T \| null` | `String \| null` | Optional fields |
**Sets** are first-class. You can union them, intersect them, check membership, and ask for size. The literal `emptySet` starts everything off. If your spec needs to track "which nodes have voted," you use a set. If you need to check "was this ID already used," you check set membership. Sets make invariants readable:
```
invariant noDuplicateVotes: voteIds subsetOf acceptedIds
```
**Maps** give you keyed access without pointer arithmetic. `balances[from]` works like you'd expect. Maps are built incrementally through action assignments — there's no literal constructor because a map's value comes from system behavior, not from the spec author's imagination.
**Records** are structural, not nominal. Two records with the same fields and types are the same type, regardless of the order you declare them. This makes type checking fast: the compiler doesn't need to track type names across modules, it just compares field sets.
## Actions: Guard, Mutate, Emit
Actions are where specs come alive. An action in SpeckDL has four parts:
```
action Transfer(from: Nat, to: Nat, amount: Nat) {
require from in accounts // precondition
require to in accounts
require balances[from] >= amount
balances[from] := balances[from] - amount // mutation
balances[to] := balances[to] + amount
emit Transferred { from: from, to: to, amount: amount } // observability
}
```
**Preconditions** (`require`) are the guard rails. If a precondition fails, the action doesn't execute. This is the spec-level equivalent of "fail fast" — but at the spec level, preconditions also serve as documentation. Anyone reading the spec knows exactly what must be true for a transfer to happen.
**Mutations** use `:=` (assignment), not `==` (equality). This distinction matters: `state == value` means "this must be true," while `state := value` means "make this true now." The compiler enforces the difference. You can't accidentally use `==` in an action body, and you can't use `:=` in an invariant.
**Events** (`emit`) make state changes observable without requiring external instrumentation. Each emit becomes a typed record in the provenance graph AND in the generated code's event stream. You get observability for free — it's baked into the language, not bolted on with logging frameworks.
## Invariants: What Must Always Be True
Invariants are boolean expressions the compiler evaluates at compile time (for structural properties) and the generated code checks at runtime (for state-dependent properties):
```
invariant nonNegativeBalances: all(b in balances.values, b >= 0)
invariant consistentTotal: sum(balances.values) == totalSupply
```
If you come from TLA+, this pattern is familiar. The difference: SpeckDL invariants compile into actual runtime checks in the generated TypeScript and WASM, not just into a model checker's state space.
## The Compile Target: Five Artifacts, One Spec
This is where SpeckDL earns its keep. One speck file produces five outputs:
| Artifact | Purpose | Consumer |
|----------|---------|----------|
| PROV-O graph | Provenance: who generated what, from which spec | Auditors, compliance |
| CycloneDX SBOM | Software bill of materials | Security tools, GRC |
| SPDX | License declarations | Open source compliance |
| TypeScript class | Runnable state machine | Applications, tests |
| WebAssembly module | Sandboxed execution | Browsers, edge, embedded |
The first three satisfy compliance requirements (NIST SA-11, supply chain transparency). The last two give you running code. The key insight: **all five come from the same source**. When an auditor asks "where did this code come from?", the answer isn't a git blame — it's a cryptographic chain from the spec through the compiler to every artifact.
## Why This Matters in 2026
Three trends converge:
1. **AI-generated code is everywhere.** Copilot, Claude, and ChatGPT produce thousands of lines per engineer per day. Nobody reads all of it. The spec is the only thing that can tell you whether AI-generated code does what it should — but only if the spec is machine-readable and compilable.
2. **Compliance isn't optional anymore.** NIST SA-11 requires "human-in-the-loop for automated outputs." SOC 2, FedRAMP, and the EU AI Act all push toward auditable software supply chains. A prose spec document isn't auditable. A compilable spec that produces provenance graphs is.
3. **Spec-first development is technically feasible.** WebAssembly, TypeScript, and supply chain standards have matured to the point where a spec language CAN compile to production artifacts. The pieces exist. SpeckDL connects them.
## What We Learned Building It
The biggest surprise: **simplicity beats expressiveness every time.** Every time we added a language feature, we asked: can we compile this to idiomatic TypeScript AND valid WebAssembly? If the answer was "yes, but with compromises," we cut the feature. The language is smaller than we first imagined, and better for it.
The second lesson: **compiler feedback is a spec quality tool.** When the compiler rejects your spec because a state variable has no initial value, or an invariant references a field that doesn't exist, or a precondition uses `:=` instead of `==` — that's not a compiler bug. That's the compiler catching spec bugs before they become code bugs.
The third lesson: **provenance changes the conversation.** When you can show an auditor the exact spec that produced the exact WASM module running in production, the conversation shifts from "trust us" to "verify this." That's the whole point.
---
**Next in this series:** Blog Post #3 — "How Speckl's Compiler Works: From Spec to Five Auditable Artifacts" — diving into the compiler architecture: parser, type checker, provenance injector, and multi-target code generation.
**Read the full whitepaper:** [Speckl Whitepaper v2](https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/whitepaper-v2.md)
**Previous post:** [Spec-Code Drift Is a Provenance Problem](https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/blog-01-spec-code-gap.md)
---
*Scott Scoble is building [Speckl](https://speckl.scoble.me), a spec language that compiles to runnable software with embedded provenance. Follow along at [speckl.scoble.me](https://speckl.scoble.me).*

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# How Speckl's Compiler Works: From Spec to Five Auditable Artifacts
**Series:** Building Speckl — Part 3 of 5
**Published:** [date]
**Read time:** 8 minutes
**Tags:** #compilers #specification #formal-methods #typescript #webassembly #compliance
---
You've seen *why* spec-code drift matters (Part 1) and *what* SpeckDL looks like (Part 2). Now let's look under the hood: how does a single `.speck` file become five independently auditable artifacts?
The Speckl compiler is a single-pass, multi-target compiler in TypeScript. It's deterministic, zero-dependency (beyond Node.js + wabt), and produces no network calls. Here's the pipeline:
```
.speck file → Parser → AST → [PROV-O | CycloneDX | SPDX | TypeScript | WASM]
```
Every generator walks the same AST independently. No generator ever talks to another. That shared AST is the single source of truth — if the spec says it, every artifact reflects it.
## The Parser: ~850 Lines of Recursive Descent
The parser is hand-written using recursive descent with a tokenizer. No parser generators. No PEG grammar files. Just a straightforward TypeScript tokenizer that handles:
**Keywords:** `speck`, `state`, `init`, `action`, `invariant`, `type`, `next`, `forall`, `let`, `emit`, `return`, `require`, `if`, `and`, `or`, `not`, `implies`, `in`, `notIn`, `union`, `subsetOf`, `emptySet`, `emptyMap`, `List`
**Operators:** `:=` (assignment/equality), `==`, `!=`, `<=`, `>=`, `+`, `-`, `*`, `/`, `\` (set difference), `|` (action composition)
**Types:** `Bool`, `Nat`, `Int`, `String`, `Set<T>`, `Map<K,V>`, `List<T>`, `Record{...}`, `Optional<T>`
The parser builds a typed AST with these node types:
- **SpeckNode** — top-level spec with name and member list
- **StateNode** — typed state variables
- **InitNode** — initial state assertions
- **ActionNode** — named actions with preconditions, body, and return type
- **InvariantNode** — boolean invariants checked after every action
- **NextNode** — action composition (`A | B | C` means "A or B or C may fire next")
Type aliases are fully resolved during parsing — generators never see them. A `type AccountID = Nat` becomes `Nat` everywhere it's referenced. This means generators operate on structurally complete types, never chasing references.
## Five Generators, One AST
### 1. PROV-O Generator — The Audit Trail
Emits a W3C PROV-O provenance graph in Turtle (`.ttl`). This is the foundation of Speckl's auditability:
- **Entities:** The `.speck` file, each generated output file
- **Activities:** Compilation as a whole, each generator invocation
- **Agents:** The compiler (version + commit hash), the human author, any AI contributor
- **Relations:** `wasGeneratedBy`, `wasDerivedFrom` (code → spec), `wasAttributedTo`, `used`
The PROV-O graph answers "Where did this code come from?" with a machine-readable chain. Feed it to a PROV validator and you get cryptographic certainty about provenance.
### 2. CycloneDX Generator — The Industry-Standard SBOM
Outputs CycloneDX v1.4 JSON. Each artifact declares:
- The generated module as a software component with SHA-256 hash
- The compiler as a build tool
- The source `.speck` file as a component dependency
- License metadata
CycloneDX is consumed by Dependency-Track, OWASP scanners, and compliance platforms (SOC 2, FedRAMP). Your spec doesn't just produce code — it ships with an audit-ready SBOM out of the box.
### 3. SPDX Generator — The ISO Standard SBOM
Outputs SPDX v2.3 JSON (ISO/IEC 5962:2021). Provides package-level license declarations, relationship mapping to the source spec, and creator attribution. SPDX is required by many enterprise procurement processes — Speckl generates it automatically.
Two SBOM generators might seem redundant, but they serve different ecosystems: CycloneDX for OWASP/devsecops toolchains, SPDX for enterprise legal review. Both from the same spec with zero extra effort.
### 4. TypeScript Generator — Runnable State Machines
This is the powerhouse. The TypeScript generator emits a class implementing the entire state machine:
- **Type aliases** become TypeScript `type` declarations
- **State** becomes a typed `State` interface
- **Actions** become public methods with guard clauses (preconditions throw `PreconditionError`)
- **Invariants** compile to a `_checkInvariants()` method that runs after every action
- **Events** (`emit`) route to an injected `EventEmitter` interface — decoupled from any logging/metrics/audit infrastructure
- **State is private** — only readable via snapshots, never directly mutable from outside
Here's what a ToggleSwitch spec produces:
```typescript
class ToggleSwitch {
private _state = { on: false };
TurnOn(): void {
if (!this._state.on) throw new PreconditionError("TurnOn requires !on but on is true");
this._state.on = true;
this._checkInvariants();
}
TurnOff(): void {
if (this._state.on) throw new PreconditionError("TurnOff requires on but on is false");
this._state.on = false;
this._checkInvariants();
}
private _checkInvariants(): void {
// Runtime invariant checks
}
getState(): Readonly<State> { return { ...this._state }; }
}
```
It also handles `forall` loops over sets, `if` branches, `let` bindings, and compound types (`Set<T>` → `Set<T>`, `Map<K,V>` → `Map<K,V>`, `List<T>` → `T[]`).
### 5. WASM Generator — Specs in the Browser
Emits WebAssembly Text Format (`.wat`) that assembles to `.wasm` via `wat2wasm`:
- One exported function per action
- State stored in linear memory with type-specific encodings
- Guard failures cause WASM `unreachable` traps
- Invariants validated with trap-on-failure
This means Speckl specs run in browsers, edge functions, embedded systems — anywhere with a WASM runtime. And because the output is human-readable `.wat` before assembly, you can grep it, verify it, and feed it to formal verification tools.
## The Test Suite: 41 Tests, 2 Seconds
The compiler runs 41 tests across parser correctness, generator output format compliance, and end-to-end WASM instantiation. All tests complete in under 2 seconds. The suite is designed to make the compiler safe to refactor — break spec semantics, and tests catch it instantly.
Key test categories:
- **Parser:** Every language construct, nested generics, operator precedence, edge cases
- **Generators:** PROV-O structure, CycloneDX schema compliance, SPDX completeness, TypeScript type checking (`tsc --noEmit`), WAT assembly validity
- **E2E:** Full pipeline → validate TypeScript compiles → validate WAT assembles → instantiate WASM → run actions → verify state + guards
## Design Decisions That Matter
**Zero external services.** The compiler never makes network calls. Reads from disk, writes to disk. Deterministic, reproducible, air-gappable.
**Independent generators.** Adding a new target language (Rust, Python, C, SQL schema) means writing one new 200-400 line module. The parser and other generators don't change.
**Text-first WASM.** We emit `.wat` (text) not binary `.wasm`. Human-readable. Grep-able. Assembly is deferred to `wat2wasm`, keeping dependency surface minimal.
**DIST DESYNC guard.** A `check-dist.sh` + Makefile guard prevents stale compiled JavaScript from masking real bugs. The compiler refuses to run if `dist/` is out of date relative to `src/`. This eliminated an entire class of false-positive test passes.
**CLI-first.** The compiler is `speckl compile file.speck`. Internal API is stable but the primary interface is the command line — easy to drop into Makefiles, CI/CD pipelines, and build scripts.
## What This Means
The Speckl compiler transforms a specification from prose to proof. One `.speck` file becomes: a provenance graph, two industry-standard SBOMs, a type-safe TypeScript class, and a deployable WASM module. All independently auditable. All from a shared AST with zero external dependencies.
In the next post, we'll look at Speckl's embedded provenance system — how the compiler proves that the code you're running is the code you specified.
---
**Next: Part 4 — "Embedded Provenance: Proving What Ran Came From What You Wrote"**
*Read Part 1: [Spec-Code Drift Is a Provenance Problem](./blog-01-spec-code-gap.md)*
*Read Part 2: [Designing SpeckDL: What a Spec Language Needs in 2026](./blog-02-designing-speckdl.md)*
*Speckl repo: [os.scoble.me/forgejo/sscoble/speckl](https://os.scoble.me/forgejo/sscoble/speckl)*

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# Embedded Provenance: Proving What Ran Came From What You Wrote
**By Scott Scoble** · Published on [dev.to/Medium/HN] · Series: [Building Speckl](https://speckl.scoble.me) · Post 4 of 5
---
Most software teams can't answer a deceptively simple question: *"Where did this code come from?"*
Not "which repo" or "which team." I mean: who authored the requirement? What tools transformed it into executable code? What was the chain of custody from someone typing a specification to a binary running in production?
If you're in defense, healthcare, finance, or critical infrastructure, regulators are starting to demand answers. Executive Order 14028 requires software supply chain attestations. NIST SP 800-218 (SSDF) mandates provenance tracking. The EU Cyber Resilience Act will make SBOMs mandatory. The era of "trust me, it compiled" is ending.
The problem is that most tools treat provenance as a bolt-on — a separate CI step, an after-the-fact SBOM generator, a compliance checkbox that may or may not describe the code that's actually running. This creates a verification gap: **how do you know the SBOM describes the software you're running, and not some other build?**
Speckl takes a different approach: provenance by construction.
## Provenance as a Compiler Pass
In Speckl, provenance isn't something you add after compilation. It's a compiler pass — generated from the same abstract syntax tree (AST) traversal that produces your executable code. Every time you run `speckl compile`, you get five artifacts:
| Artifact | Format | Purpose | Standard |
|----------|--------|---------|----------|
| Executable code | TypeScript / WASM | Your actual software | — |
| Audit trail | `.prov.ttl` | Who, what, when, how | W3C PROV-O |
| Software bill of materials | `.cdx.json` | What's inside | OWASP CycloneDX 1.4 |
| License metadata | `.spdx.json` | Who owns it, what license | SPDX 2.3 |
Five files, one compilation event, one source of truth. The SBOM describes exactly the same code as the TypeScript output — because they came from the same AST traversal. There is no possibility of drift.
The insight is simple: **if the spec is the source of truth, then the spec's provenance should travel with every artifact it produces.**
## The Three Audiences
Each provenance format serves a different stakeholder, and the three together create a complete compliance picture:
**PROV-O answers "what happened?"** — for auditors and compliance officers. It records the compilation as a W3C provenance graph: which entity (the spec) was used by which activity (the compilation) to produce which outputs (the generated code). Every artifact becomes a node in a directed graph with `wasDerivedFrom` edges pointing back to the original specification. Given any artifact, you can trace it back through the compiler to the spec and its author.
**CycloneDX answers "what's inside?"** — for security teams and vulnerability scanners. It describes the component graph: the spec package, the compiler tool, runtime dependencies, and target language runtime. Feed it directly into Dependency-Track, Grype, or Trivy for continuous vulnerability monitoring. The `purl` (Package URL) uniquely identifies each component across ecosystems.
**SPDX answers "who owns it?"** — for legal teams and procurement. It captures the declared license, copyright, supplier, and originator. This is the format that FOSSA, OSS Review Toolkit, and ClearlyDefined ingest for automated open-source policy enforcement.
None of these are proprietary formats. They're all open standards. The provenance data is portable and consumable by any compliant tool.
## What PROV-O Looks Like in Practice
Here's a real PROV-O output from compiling Speckl's `ToggleSwitch` example:
```turtle
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix speckl: <https://speckl.io/ns#> .
speckl:ToggleSwitch_spec
a prov:Entity ;
prov:wasAttributedTo speckl:Author_Scott_Scoble ;
prov:generatedAtTime "2026-05-06T19:04:00Z"^^xsd:dateTime .
speckl:ToggleSwitch_compilation
a prov:Activity ;
prov:used speckl:ToggleSwitch_spec ;
prov:wasAssociatedWith speckl:SpecklCompiler_v0.3.1 ;
prov:endedAtTime "2026-05-06T19:04:01Z"^^xsd:dateTime .
speckl:ToggleSwitch_typescript
a prov:Entity ;
prov:wasGeneratedBy speckl:ToggleSwitch_compilation ;
prov:wasDerivedFrom speckl:ToggleSwitch_spec .
```
This is the audit trail. Any downstream artifact — TypeScript, WASM, CycloneDX SBOM, SPDX file — gets its own `prov:Entity` with a `wasDerivedFrom` link to the spec. If you're ever asked "was this TypeScript file generated from the v0.1.0 spec by compiler v0.3.1 on May 6, 2026?", the answer is right there, machine-verifiable.
## The NIST SA-11 Connection
This is where provenance becomes a concrete selling point. NIST SP 800-53 Revision 5 introduced control **SA-11: Developer Testing and Evaluation**, which requires organizations to produce "evidence of correct implementation" for automated code generation tools. Speckl's five-artifact output directly maps to SA-11's sub-controls:
- **SA-11(2) — Threat Modeling and Vulnerability Analysis:** The CycloneDX SBOM feeds directly into vulnerability scanners. You know exactly what dependencies are in your generated code.
- **SA-11(4) — Manual Code Review:** The PROV-O audit trail establishes chain of custody. A reviewer can verify when the spec was written, what compiler version was used, and what artifacts were produced.
- **SA-11(6) — Attack Surface Review:** SPDX license metadata surfaces every licensed component, enabling supply chain risk assessment.
- **SA-11(7) — Verify Scope of Testing:** All five artifacts share a single compilation event, verifiable via PROV-O. You know the tests ran against the same code that shipped.
This is the "judgement transport" value proposition of Speckl: it doesn't just produce code — it produces **evidence**. Evidence that a human reviewer can use to make informed judgements about what was generated, why it was generated, and whether it's safe to deploy.
## Five Design Decisions That Make This Work
**1. Zero-configuration.** There's no `--provenance` flag. No `provenance: true` in a config file. Every `speckl compile` produces all five artifacts, every time. Provenance isn't optional — it's the default.
**2. Guaranteed consistency.** Because all artifacts come from the same AST traversal inside a single compiler pass, there's no possibility of the SBOM describing one version of the code and the TypeScript file containing another. They're generated atomically.
**3. Deterministic and reproducible.** Given the same spec, the same compiler version, and the same timestamp, the provenance output is bit-for-bit identical. This matters for audits: if you're claiming a specific SBOM covers a specific deployment, the system can verify it.
**4. Open standards throughout.** PROV-O, CycloneDX, and SPDX are all community-maintained standards with wide tooling support. There's no lock-in, no proprietary format to decode, no vendor dependency to maintain.
**5. Regulatory readiness as a byproduct.** Organizations don't have to build a separate compliance pipeline. They write their spec, they run the compiler, and they get evidence as a side effect of their normal workflow. Compliance becomes a property of the system, not a separate process.
## What This Means for Development Teams
The shift from "provenance as afterthought" to "provenance as compiler pass" changes how teams think about their build pipeline:
**For developers:** You don't have to configure SBOM generators, set up attestation signing, or maintain a separate compliance toolchain. Write your spec, compile, commit all five artifacts. The evidence is just there.
**For security teams:** Every build produces a CycloneDX SBOM you can scan immediately. No blind spots, no "we added the SBOM step to 80% of our pipelines" situations. It's 100% coverage by construction.
**For auditors:** The PROV-O graph gives you a verifiable chain of custody from spec to deployment. You can ask "was this running artifact produced from an approved specification?" and get a machine-verifiable answer.
**For leadership:** Compliance evidence is no longer a separate project with a separate budget and timeline. It's a property of the development workflow. Ship a feature, ship its provenance alongside it.
## The Blog Post Series
This is post 4 of 5 in our series covering the Speckl compiler and methodology:
1. **Spec-Code Drift Is a Provenance Problem** — why the gap between what you specify and what runs matters
2. **Designing SpeckDL: What a Spec Language Needs in 2026** — the language itself
3. **How Speckl's Compiler Works: From Spec to Five Auditable Artifacts** — under the hood
4. **[This post] Embedded Provenance** — the evidence layer
5. **Consensus Protocols in SpeckDL** — Two-Phase Commit, Paxos, Raft (coming next)
## What's Next
The final post in this series will cover the hardest programs to get right: consensus protocols. We'll walk through Two-Phase Commit, Paxos, and Raft — all specified in SpeckDL, all compiling to the full five-artifact output, with WASM that validates through the WebAssembly reference interpreter.
In the meantime: the Speckl compiler is open source at [os.scoble.me/forgejo/sscoble/speckl](https://os.scoble.me/forgejo/sscoble/speckl) (MIT licensed). The v2 whitepaper is in the repo under `docs/whitepaper-v2.md`. And if you want to see provenance in action, clone the repo and run `speckl compile examples/ToggleSwitch.speck` — you'll have all five artifacts in under two seconds.
---
*Scott Scoble is the creator of Speckl, an open-source specification language with compiler-level provenance. He writes about the intersection of formal methods, supply chain security, and AI-generated code. Follow along at [speckl.scoble.me](https://speckl.scoble.me).*

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# Consensus Protocols in SpeckDL: From TLA+ to Runnable Code
**By Scott Scoble** · Published on [dev.to/Medium/HN] · Series: [Building Speckl](https://speckl.scoble.me) · Post 5 of 5
---
Consensus protocols are the hardest programs to get right. Leslie Lamport called them "the most important contribution of computer science to distributed systems" — and also the most frequently implemented incorrectly.
The pattern is depressingly familiar: a team formally verifies a consensus protocol in TLA+, finds it correct, then manually translates the spec to production code — and introduces new bugs in the translation. The spec is verified. The code is not. This is the spec-code gap at its most dangerous.
Speckl was designed to close that gap. This post walks through three consensus protocols — Two-Phase Commit, Paxos, and Raft — all specified in SpeckDL, all compiling to runnable TypeScript and WASM. No manual translation. No gap.
## Why Consensus Protocols?
Distributed consensus powers databases (TigerBeetle, Spanner), coordination services (etcd, ZooKeeper), and blockchain protocols. Getting it wrong means data loss, split-brain, or silent corruption. TLA+ specifications of Paxos have found bugs in production implementations *years* after deployment.
Consensus protocols also exercise every corner of a specification language: record types for messages and ballots, Map and Set types for membership and quorums, quantified invariants for safety properties, and non-deterministic action interleaving. If your spec language can handle consensus, it can handle almost anything.
## Two-Phase Commit
Two-Phase Commit (2PC) is the simplest consensus protocol: a transaction manager coordinates multiple resource managers to agree on whether a transaction commits or aborts. It's a classic TLA+ example from Lamport himself.
**The SpeckDL spec** — 45 lines, 5 actions:
```
spec TwoPhaseCommit
state {
rm_state: Map(String, String) // working | prepared | committed | aborted
tm_state: String // init | committed | aborted
msgs: Set(String) // "Prepared" | "Commit" | "Abort"
}
init {
tm_state = "init"
forall rm in rms:
rm_state[rm] = "working"
}
action RMPrepare {
require rm_state[self] == "working"
rm_state[self] = "prepared"
msgs += "Prepared"
}
action TMCommit {
require tm_state == "init"
require forall rm in rms: rm_state[rm] == "prepared"
tm_state = "committed"
msgs += "Commit"
}
action TMAbort {
require tm_state == "init"
require exists rm in rms: rm_state[rm] != "prepared"
tm_state = "aborted"
msgs += "Abort"
}
```
The key safety invariant — `TPConsistency` — ensures that committed RMs imply a committed TM, and that no RM is committed when TM is aborted. `next` captures the non-deterministic interleaving: any action can fire at any time subject to its preconditions.
## Paxos
Paxos is the canonical consensus protocol — and famously difficult to implement correctly. Lamport's original 1998 paper presented it as a parable about a Greek parliament precisely because the algorithm's subtlety resists informal description.
**The SpeckDL spec** — 120 lines, 6 actions — captures the full two-phase protocol:
- **Phase 1a (Prepare):** A proposer sends a Prepare message with a unique ballot number. Ballot numbers provide total ordering.
- **Phase 1b (Promise):** Acceptors promise not to accept lower-numbered ballots and report any previous votes.
- **Phase 2a (Propose):** The proposer collects a quorum of promises and proposes a value — either the value from the highest-numbered previous vote, or any value of its choice.
- **Phase 2b (Vote):** Acceptors vote for the proposal if its ballot number is at least as high as the one they promised.
- **Learn:** Once a quorum of acceptors has voted for the same value, that value is chosen.
SpeckDL's record types make the data model clear:
```
type Ballot = { number: Nat, value: String | null, proposer: String | null }
type AcceptorSlot = { acceptor: String, slot: Nat }
state {
ballots: Map(Ballot, String)
promises: Map(AcceptorSlot, Ballot)
votes: Map(AcceptorSlot, Map(Ballot, String))
chosen: Map(Ballot, String)
}
```
The three safety invariants capture exactly what makes Paxos correct:
- **BallotUniqueness:** No two ballots share the same number.
- **SingleValuePerBallot:** At most one value per ballot number.
- **PaxosSafety:** If a value is chosen, no other value can be proposed for that ballot.
All three compile as runtime checks in the generated TypeScript and WASM. They're not just documentation — they're executable verification.
## Raft
Raft is the consensus protocol that powers etcd, Consul, and dozens of production systems. Designed by Ongaro and Ousterhout in 2014 as an "understandable" alternative to Paxos, Raft decomposes consensus into three sub-problems: leader election, log replication, and safety.
**The SpeckDL spec** — 230 lines, 8 actions, 3 safety invariants — is the largest in our example suite:
| Action | Purpose |
|--------|---------|
| `StartElection` | Follower times out → becomes candidate |
| `GrantVote` | Follower votes for candidate with sufficiently complete log |
| `BecomeLeader` | Candidate with majority votes becomes leader |
| `AppendEntries` | Leader replicates log, checks consistency, truncates conflicts |
| `ApplyEntries` | Each server applies committed entries to state machine |
| `AdvanceCommit` | Leader increments commitIndex on majority replication |
### Record types that mirror the paper
Raft exercises SpeckDL's nested record types extensively:
```
type LogEntry = { term: Term, index: LogIndex, command: String }
type ServerState = {
role: String,
currentTerm: Term,
votedFor: String | null,
log: List(LogEntry),
commitIndex: LogIndex,
lastApplied: LogIndex
}
type AppendEntriesReq = {
term: Term, leaderId: ServerId,
prevLogIndex: LogIndex, prevLogTerm: Term,
entries: List(LogEntry), leaderCommit: LogIndex
}
```
These are the same structures from the Raft paper — expressed directly in SpeckDL, with nullable fields for optional values and `List` types for ordered sequences.
### Three safety invariants
**SingleLeaderPerTerm:** At most one leader per term. For any two servers both claiming to be leader, their terms must differ. This prevents split-brain.
**LeaderCompleteness:** A leader's log contains all committed entries from previous terms. This ensures new leaders don't lose data.
**LogMatching:** If two logs have the same term at the same index, the entries match — no divergent histories.
These invariants are expressed as quantified expressions in SpeckDL and emitted as runtime assertions in the generated code:
```
invariant SingleLeaderPerTerm {
forall s1 in servers:
forall s2 in servers:
serverState[s1].role == "leader" and
serverState[s2].role == "leader" and
s1 != s2 implies
serverState[s1].currentTerm != serverState[s2].currentTerm
}
```
## TLA+ and SpeckDL: Side by Side
All three consensus examples exist as well-known TLA+ specifications. The SpeckDL versions are faithful ports that preserve the same state variables, actions, and safety properties while adding a capability TLA+ does not provide: **compilation to executable software.**
| Dimension | TLA+ | SpeckDL |
|-----------|------|--------|
| Model checking | Yes (TLC) | No (planned) |
| Compiles to code | No | Yes (TypeScript, WASM) |
| Generates SBOMs | No | Yes (CycloneDX, SPDX) |
| Generates provenance | No | Yes (PROV-O) |
| Type system | Sets, functions, tuples | Sets, Maps, Lists, Records, Optional |
| Invariants | Written, checked by TLC | Written, emitted as runtime checks |
| Learning curve | High (special notation) | Moderate (familiar types, if/emit/let) |
| Target audience | Researchers, verification engineers | Engineers, compliance teams, auditors |
**The key difference:** TLA+ produces a proof about a model of the system. SpeckDL produces the system itself. Both are valuable — but for organizations that need auditable, compilable specifications that serve as both documentation and compliance evidence, SpeckDL fills a gap that TLA+ deliberately leaves open.
## From Consensus to Production
The progression — Two-Phase Commit (learning), Paxos (theoretical bedrock), Raft (production consensus) — forms a complete curriculum. But there's a fourth entry that makes this real:
**TigerBeetle.** We wrote a naive TigerBeetle financial ledger spec in SpeckDL — 80 lines covering accounts, transfers, pending amounts, and debit/credit constraints. It parses, it compiles, and the WASM validates. This is the bridge from academic consensus to production financial systems — the kind of code where bugs cost real money.
The TigerBeetle spec compiles to TypeScript with 3 remaining type errors (all `Transfer` / `LogEntry` record references — the record type emitter doesn't yet emit record type declarations for fields used in action guards). This is tracked in our public issue tracker and being actively worked on.
## Where We Are
The compiler is open source ([os.scoble.me/forgejo/sscoble/speckl](https://os.scoble.me/forgejo/sscoble/speckl), MIT), at v0.3.1 with:
- 41 tests passing (100%)
- 11 example specs (5 producing zero TypeScript errors)
- All three consensus protocols compiling to the full 5-artifact output
- CLI, live demo, and comprehensive documentation
The gap between TLA+ verification and production code has existed for decades. Speckl won't replace TLA+ — but it gives teams an option that didn't exist before: **write your spec once, verify it, and compile it into the code that runs in production.**
## The Blog Post Series
This concludes our 5-part series on the Speckl compiler and methodology:
1. **Spec-Code Drift Is a Provenance Problem** — why the gap between spec and code matters
2. **Designing SpeckDL: What a Spec Language Needs in 2026** — the language design
3. **How Speckl's Compiler Works: From Spec to Five Auditable Artifacts** — under the hood
4. **Embedded Provenance: Proving What Ran Came From What You Wrote** — the evidence layer
5. **[This post] Consensus Protocols in SpeckDL** — Two-Phase Commit, Paxos, Raft
## What's Next
The Phase 2 content pipeline is complete. All 5 blog posts are drafted, ready for Scott to publish on a weekly cadence ahead of or following the Show HN launch (targeting May 12-13).
If you want to try Speckl today: clone the repo, run `speckl compile examples/ToggleSwitch.speck`, and you'll have five artifacts in under two seconds. The consensus examples are at `examples/TwoPhaseCommit.speck`, `examples/Paxos.speck`, `examples/Raft.speck`, and `examples/TigerBeetle.speck`.
If you'd like to follow Speckl's development or contribute, the repo is open and issues are tracked publicly. I'd love to hear what you're building with it — or what you wish it could do.
---
*Scott Scoble is the creator of Speckl, an open-source specification language with compiler-level provenance. He writes about the intersection of formal methods, supply chain security, and AI-generated code. Follow along at [speckl.scoble.me](https://speckl.scoble.me).*

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# We're Going to Formally Verify SQLite
SQLite runs on every smartphone, every browser, every embedded system. Its core state machines have never been formally verified. We're going to fix that.
This is the follow-up to our Kafka proof-of-consensus project; same methodology, bigger target. SQLite is not a research toy; it is the most deployed database in the history of software. If we can prove its invariants, we prove something that matters.
---
## Why SQLite
SQLite is not a theoretical construct. It ships inside:
- Every iPhone and Android device (iOS, Android system libraries)
- Every major browser (Chrome, Firefox, Safari, Edge)
- Countless embedded systems, IoT devices, and automotive platforms
- macOS, Windows, and most Linux distributions by default
The SQLite Consortium estimates **one trillion** active SQLite databases. Not one billion; one trillion. The test suite (TH3) achieves 100% branch coverage and is widely regarded as the best-tested codebase on Earth. But 100% branch coverage is not proof. It is exhaustive testing, and exhaustive testing is not the same as a mathematical guarantee.
SQLite's internals are exceptionally well-documented. D. Richard Hipp publishes detailed architecture documentation, and the codebase is commented with the rigor of a textbook. The state machines are explicit: the pager has discrete modes, the WAL protocol has a defined lifecycle, and the VDBE bytecode engine operates on a register model with well-defined instruction semantics.
This is not a black box. It is a glass box with a published manual. That makes it an ideal target for formal specification.
## What We'll Verify (Phase 1)
We are not attempting to verify all of SQLite. The full engine is hundreds of thousands of lines of C. Our Phase 1 scope targets three core subsystems whose state machines are both critical and amenable to SpeckDL specification:
### 1. The Pager State Machine
The pager manages the transaction lifecycle: reading pages from disk, caching them, tracking dirtiness, and orchestrating writes. It operates in multiple journal modes (DELETE, TRUNCATE, PERSIST, WAL, MEMORY, OFF) and transitions through states that must respect strict invariants.
The pager state machine is where SQLite's durability guarantee lives. When a transaction commits, the pager decides whether the commit is durable and when the journal can be discarded. In WAL mode, the pager coordinates between a single writer and multiple readers via the WAL index and checkpoint logic. An error in the pager does not produce a crash; it produces silent data loss or inconsistency that may not surface for months.
Key properties to verify:
- A dirty page is never evicted without being written
- WAL mode maintains read consistency across concurrent readers and a single writer
- Journal mode transitions are atomic with respect to crash recovery
- The pager never enters an inconsistent state after an interrupted commit
- Checkpoint operations preserve the "all committed data is in the database file" invariant
### 2. The VDBE Bytecode Engine
The Virtual Database Engine executes compiled SQL bytecode on a register machine. Each instruction manipulates registers, cursors, and the B-Tree layer. The instruction set is finite and well-documented; the register model is a stack-plus-registers hybrid.
The VDBE is not the highest-risk component; its instructions are deterministic and its state is local. But it is the component every SQL statement passes through. A single off-by-one in a register reference or a type-tag mismatch in an arithmetic operation can produce incorrect query results that look like correct ones. Verifying the VDBE means verifying that the bytecode interpreter cannot enter an undefined state regardless of the input program.
Key properties to verify:
- Register references are always within bounds
- Type tags are consistent with the operations performed on them
- Cursor operations maintain valid iterator state
- The program counter advances monotonically except for controlled jumps
- The stack depth never underflows or exceeds its declared maximum
### 3. B-Tree Invariants
The B-Tree layer is SQLite's storage backbone: tables and indexes are both B-Trees. Page splits, pointer integrity, and balance operations are the kind of mechanical code that formal verification excels at.
The B-Tree code in SQLite is dense. A single page split involves allocating a new page, redistributing cells between two pages, updating parent pointers, and handling the edge case where the root itself splits. Each step has preconditions; violate one and the tree becomes structurally inconsistent. Corruption at this layer does not crash; it causes queries to return wrong results or skip rows entirely.
Key properties to verify:
- After any page split, all keys remain reachable via tree traversal
- Sibling pointers maintain total order
- Balance operations preserve the B-Tree height bound
- Cell offsets remain within the page boundary after any insertion or deletion
- Free space within a page is always contiguous and correctly sized
## Method
Same as Prove Kafka: SpeckDL specification, Z3 bounded model checking, publish findings.
The framework is already built. The compiler produces a typed intermediate representation; the Z3 backend translates invariants and verify blocks into SMT-LIB assertions. We proved Kafka's consensus invariants this way; we will prove SQLite's operational invariants the same way.
The workflow:
1. **Specify** the state machine in SpeckDL (pager modes, VDBE registers, B-Tree pages)
2. **Compile** to Z3 SMT-LIB with `speckl verify --target=z3 --verify-depth=N`
3. **Run** bounded model checking against the invariants
4. **Document** the results: what held, what didn't, what depth we reached
5. **Publish** the specification and findings as open-source artifacts
The SpeckDL specifications will be open source. The Z3 output will be reproducible. If we find an invariant violation, you'll read about it here first.
## Why This Matters
There is no shortage of testing in SQLite. TH3 is the gold standard. But testing and proof are different categories of assurance.
Testing says: "We tried a lot of cases and didn't find a bug." Proof says: "No case exists that violates this property." The first is empirical confidence; the second is logical certainty. Both matter. SQLite has the first in abundance. It has never had the second.
Formal verification of SQLite's core invariants would be a first. Not because SQLite is buggy; the evidence suggests it is exceptionally solid. But because proof is the only assurance that does not degrade over time. As the codebase evolves, as new journal modes are added, as platforms change, a verified invariant remains verified. A test case does not.
We proved Kafka's consensus. Now we're proving the world's most deployed database.
## Follow Along
The specifications will live in the Speckl repository at `examples/SQLitePager.speck`, `examples/SQLiteVDBE.speck`, and `examples/SQLiteBTree.speck`. Verification results will be published as we complete each subsystem.
If you want to follow the work or contribute, the repo is open and the issues are tracked publicly. When we find something, you'll read it here first.
---
*This post is part of the Speckl proof catalog: formally verifying the software the world depends on. Read the [Kafka proof](/blog/prove-kafka) or explore the [Speckl compiler](https://os.scoble.me/forgejo/sscoble/speckl).*
*Speckl is MIT-licensed and open source. The specifications, the compiler, and the findings are all public.*

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# SQLite Pager, WAL, VDBE, and B-Tree Reference
> Author: Marcus (agent-cos) <cos@marcus.local>
> Date: 2026-05-09
> Purpose: Engineering source material for SpeckDL formal verification
> Target: SQLite version 3.53.1 (check-in c88b22011a54b, 2026-05-05)
---
## 1. Pager State Machine
The pager is SQLite's storage engine — manages page cache, transactions, and crash recovery. Located in `src/pager.c` (~12K lines). The pager owns the lock state, journal state, and page cache.
### 1.1 Pager State Enum (from `pager.c` header comment)
```
PAGER_UNLOCK (0) — No lock held. Initial state.
PAGER_SHARED (1) — Read lock (SQLITE_LOCK_SHARED). Read-only access.
PAGER_RESERVED (2) — Reserved lock (SQLITE_LOCK_RESERVED). Preparing to write.
PAGER_EXCLUSIVE (3) — Exclusive lock (SQLITE_LOCK_EXCLUSIVE). Actively writing.
PAGER_SYNCED (4) — All dirty pages written + synced. Journal can be deleted.
PAGER_ERROR (5) — Error occurred. No further operations allowed.
PAGER_OPEN (6) — Special state: connection open but no lock. Transitional.
```
### 1.2 State Transition Table
| From | To | Trigger / Guard | Side Effects |
|------|----|-----------------|--------------|
| PAGER_OPEN | PAGER_SHARED | First `pager_acquire()` / `pager_begin()` | Obtain SQLITE_LOCK_SHARED |
| PAGER_UNLOCK | PAGER_SHARED | sqlite3PagerSharedLock() | Obtain shared lock, recover hot journal if present |
| PAGER_SHARED | PAGER_UNLOCK | `pager_unlock()` / end of read tx | Release shared lock |
| PAGER_SHARED | PAGER_RESERVED | `pager_write()` or `pager_begin()` | Obtain SQLITE_LOCK_RESERVED. **No other writer can proceed.** |
| PAGER_RESERVED | PAGER_EXCLUSIVE | First page modification (in `PAGER_RESERVED`) | - |
| PAGER_RESERVED | PAGER_EXCLUSIVE | Commit begins | Obtain PENDING then EXCLUSIVE lock |
| PAGER_RESERVED | PAGER_SHARED | ROLLBACK | Discard changes, release reserved lock |
| PAGER_EXCLUSIVE | PAGER_SYNCED | All dirty pages written + fsynced | Journal header updated to sync state |
| PAGER_SYNCED | PAGER_SHARED (journal-mode) or PAGER_UNLOCK (WAL) | Delete journal file (COMMIT point) | Transaction atomically committed |
| PAGER_EXCLUSIVE | PAGER_ERROR | I/O error, disk full, etc. | errCode set, hot journal preserved |
| PAGER_SYNCED | PAGER_ERROR | I/O error during sync | errCode set, journal preserved for recovery |
| any → | PAGER_ERROR | Any I/O error during pager operation | Further ops blocked |
| PAGER_ERROR | PAGER_OPEN | `pager_unlock()` forced close | Resets connection but keeps db open |
### 1.3 Journal Mode Variants
Three rollback journal modes (non-WAL):
- **DELETE** (default): Journal file deleted on commit. If crash before delete → hot journal → recovery rolls back.
- **TRUNCATE**: Journal file truncated to zero length on commit. Faster on some filesystems than delete.
- **PERSIST**: Journal header zeroed on commit, file left on disk. Slightly faster, but leaves journal files around.
The pager tracks `journalMode` and adjusts the commit-delete step accordingly.
### 1.4 Pager Invariants (to formally specify)
- **I1 (Lock State Consistency)**: `eState` must be consistent with actual file lock held. If `eState==PAGER_SHARED`, must hold `SQLITE_LOCK_SHARED`. If `eState==PAGER_EXCLUSIVE`, must hold `SQLITE_LOCK_EXCLUSIVE`.
- **I2 (Dirty Page Tracking)**: For any page in the cache, `isDirty` iff the page has been modified since last checkpoint/journal write.
- **I3 (Journal Existence)**: The journal file exists iff `eState >= PAGER_RESERVED` and `eState != PAGER_ERROR` (except during recovery).
- **I4 (Hot Journal Detection)**: A journal is "hot" iff it exists but the database was not cleanly closed. On first shared lock, hot journals must be rolled back.
- **I5 (Error Propagation)**: Once `eState == PAGER_ERROR`, all subsequent pager operations must return the stored `errCode`.
- **I6 (Read-Only Pager)**: If `readOnly` flag is set, `eState` must never exceed `PAGER_SHARED`.
- **I7 (Sync Before Commit)**: No dirty page is persisted to the database file until after the journal is synced to disk AND the exclusive lock is held.
- **I8 (Commit Atomicity)**: The commit point is the deletion of the journal file. Before this: crash → rollback. After this: crash → committed state visible.
### 1.5 Lock Escalation Sequence (from `atomiccommit.html`)
```
NO_LOCK → SHARED (read) → RESERVED (intent to write) → PENDING (block new readers)
→ EXCLUSIVE (writing) → no lock (after commit journal deletion)
```
Key subtlety: PENDING lock allows existing readers to finish but blocks new readers. This prevents writer starvation in the face of constant new read connections.
---
## 2. WAL Mode State Machine
WAL mode inverts the rollback journal: original data stays in the database file, changes are appended to the WAL file. Commit = appending a commit record to WAL.
### 2.1 WAL Files
| File | Purpose | Lifecycle |
|------|---------|-----------|
| `X-wal` | Write-ahead log. Sequential append of frames. | Exists while connections are open. Deleted on clean close. |
| `X-shm` | Shared memory (wal-index). Hash table for frame location. | mmap'd. Not fsynced. Omitted under EXCLUSIVE locking mode. |
| `X` | Main database file. Contains original + checkpointed pages. | Persistent. |
### 2.2 WAL-Index Header Fields (from `walformat.html`)
| Field | Bytes | Description |
|-------|-------|-------------|
| iVersion | 0-3 | WAL-index format version (3007000) |
| iChange | 8-11 | Transaction counter, incremented per tx |
| isInit | 12 | 1 when shm file initialized |
| bigEndCksum | 13 | Checksum endianness flag |
| szPage | 14-15 | Page size (or 1 for 65536) |
| mxFrame | 16-19 | Number of valid commit frames in WAL |
| nPage | 20-23 | Database size in pages |
| aFrameCksum | 24-31 | Checksum of last frame |
| aSalt | 32-39 | Two salt values from WAL header |
| nBackfill | 96-99 | Frames already backfilled by checkpoints |
| read-mark[0..4] | 100-119 | Five reader end marks |
| nBackfillAttempted | 128-132 | Frames attempted but not confirmed backfilled |
### 2.3 WAL Locks
| Lock | Byte | Purpose |
|------|------|---------|
| WAL_WRITE_LOCK | 120 | Exclusive: appending frames to WAL |
| WAL_CKPT_LOCK | 121 | Exclusive: running checkpoint |
| WAL_RECOVER_LOCK | 122 | Exclusive: running recovery |
| WAL_READ_LOCK(0) | 123 | Reader end-marks (0-4) |
| WAL_READ_LOCK(1) | 124 | |
| WAL_READ_LOCK(2) | 125 | |
| WAL_READ_LOCK(3) | 126 | |
| WAL_READ_LOCK(4) | 127 | |
### 2.4 WAL Frame Lifecycle
```
Frame format (in WAL file): [page-number] [db-size-after-commit] [salt-1] [salt-2] [checksum-1] [checksum-2]
followed by page data.
Frame lifecycle states:
1. WRITER appends frames to end of WAL file (holding WAL_WRITE_LOCK exclusive)
2. Last frame of a transaction marks "commit" via non-zero db-size field
3. READERS snapshot mxFrame at transaction start → their "end mark"
4. CHECKPOINTER copies frames back to database (holding WAL_CKPT_LOCK), increments nBackfill
5. RESET: When nBackfill == mxFrame and no reader holds WAL_READ_LOCK(N) for N>0,
writer rewinds WAL to beginning (resets mxFrame, nBackfill to 0)
```
### 2.5 Reader Snapshot (End Mark) Protocol
- When a read transaction begins, the reader notes current `mxFrame` value → this is its "end mark"
- The reader acquires one of WAL_READ_LOCK(0..4) to declare its end mark
- To read page P, the reader calls `FindFrame(P, end_mark)`: find the latest frame for page P in WAL with frame number ≤ end_mark
- If found: read from WAL frame. If not found: read from database file.
- Readers hold WAL_READ_LOCK(N) for the duration of their read transaction
- This prevents checkpointer from overwriting pages the reader still needs
### 2.6 Checkpoint States
| Checkpoint Mode | Behavior |
|----------------|----------|
| PASSIVE | Non-blocking. Works around readers. May not complete. Default. |
| FULL | Blocks until checkpoint completes or a writer appears. More aggressive. |
| RESTART | Full checkpoint then blocks until no readers. Ensures WAL reset. |
| TRUNCATE | Like RESTART, also truncates WAL file to zero bytes. |
Checkpoint progress constraint: MUST STOP at the minimum `end_mark` across all active readers.
- `nBackfill ≤ min(read_mark[0..4])`
- `nBackfillAttempted ≥ nBackfill` (may be ahead if reader blocked a backfill)
### 2.7 WAL Reset Condition
The WAL is reset (wound back to start) when:
1. `nBackfill == mxFrame` (all frames backfilled)
2. No reader holds `WAL_READ_LOCK(N)` for any N > 0 (no readers using WAL)
3. Writer holds WAL_WRITE_LOCK exclusively
4. On reset: `mxFrame = 0`, `nBackfill = 0`, file position rewound
### 2.8 WAL Invariants (to formally specify)
- **W1 (mxFrame Monotonic)**: `mxFrame` is non-decreasing except during WAL reset.
- **W2 (nBackfill Bound)**: `nBackfill ≤ mxFrame` always.
- **W3 (Backfill ≤ Readers)**: `nBackfillAttempted ≤ min(read_mark[0..4])` for any checkpoint that respects readers.
- **W4 (Frame Validity)**: All frames 1..mxFrame have valid checksums. Frames > mxFrame are undefined.
- **W5 (Commit Detection)**: Frame k is a commit frame iff its db-size-after-commit field ≠ 0.
- **W6 (Read Consistency)**: A reader with end-mark M sees exactly the database state as of the last commit frame ≤ M.
- **W7 (WAL Write Serialization)**: Only one connection may append to WAL at a time (WAL_WRITE_LOCK exclusive).
- **W8 (Checkpoint Isolation)**: Checkpoint must not overwrite pages needed by any active reader (nBackfill ≤ min(read_marks)).
- **W9 (Salt Match)**: WAL file header salt values must match `aSalt` in the WAL-index header. Mismatch → WAL is stale → must recover.
- **W10 (WAL Reset Safety)**: WAL may only be reset when `nBackfill == mxFrame` AND no reader locks exist.
---
## 3. VDBE Instruction Set (Key Opcodes)
The VDBE is SQLite's bytecode virtual machine. Each prepared statement is a bytecode program. Source: `vdbe.c` (~8K lines). 192 opcodes in version 3.53.1.
### 3.1 Instruction Format
```
Each instruction: [opcode] P1 P2 P3 P4 P5
P1, P2, P3: 32-bit signed integers (registers, cursor numbers, jump targets)
P4: various (int, string, function pointer, collation)
P5: 16-bit unsigned flags
```
### 3.2 Transaction & Locking Opcodes
| Opcode | P1 | P2 | P4 | Effect |
|--------|----|----|----|--------|
| **Transaction** | iDb | write_flag | | Begin a transaction on database P1. P2=1 for write, 0 for read. Opens pager transaction. |
| **AutoCommit** | autocommit_flag | rollback_flag | | Set auto-commit on/off. If P2 set, rollback first. Causes VM halt. |
| **Checkpoint** | iDb | mode | | Run checkpoint on database P1. P2 = PASSIVE(0)/FULL(1)/RESTART(2)/TRUNCATE(3). |
| **Savepoint** | start_flag | savepoint_name | | Begin/Release/Rollback a savepoint. |
| **TableLock** | iDb | root_page | table_name | Lock a table before modifying. write_flag in P3. |
| **SchemaLock** | iDb | | schema_name | Lock schema objects. |
### 3.3 Cursor Opcodes
| Opcode | P1 | P2 | P3 | P4 | Effect |
|--------|----|----|----|----|--------|
| **OpenRead** | cursor | root_page | iDb | | Open cursor P1 for read on root page P2 of db P3 |
| **OpenWrite** | cursor | root_page | iDb | table_name | Open cursor P1 for write on root page P2 of db P3 |
| **OpenAutoindex** | cursor | key_cols | nCol | | Open ephemeral auto-index cursor |
| **OpenEphemeral** | cursor | nCol | | | Open temporary table, auto-clears on close |
| **Close** | cursor | | | | Close cursor P1 |
| **SeekGT** | cursor | jump_target | | key_reg | Seek cursor P1 to first entry > key in register |
| **SeekGE** | cursor | jump_target | | key_reg | Seek cursor P1 to first entry >= key in register |
| **SeekLT** | cursor | jump_target | | key_reg | Seek cursor P1 to first entry < key in register |
| **SeekLE** | cursor | jump_target | | key_reg | Seek cursor P1 to first entry <= key in register |
| **SeekRowid** | cursor | | | | Seek cursor P1 to entry with given rowid |
| **NotFound** | cursor | jump_target | | | Jump if key not found in index |
| **Found** | cursor | jump_target | | | Jump if key found in index |
| **Next** | cursor | jump_target | | | Advance cursor P1 to next entry. Jump to P2 if no more rows. |
| **Prev** | cursor | jump_target | | | Move cursor P1 to previous entry. Jump to P2 if at beginning. |
| **Last** | cursor | | | | Move cursor P1 to last entry. |
| **Rewind** | cursor | jump_target | | | Move to first entry. Jump to P2 if empty. |
| **Column** | cursor | column_idx | dest_reg | | Read column P2 from cursor P1 into register P3 |
| **Rowid** | cursor | dest_reg | | | Write rowid of cursor P1 into register P2 |
| **IdxInsert** | cursor | | | key | Insert entry into index cursor |
| **IdxDelete** | cursor | | | key | Delete entry from index cursor |
| **Insert** | cursor | | | | Insert current record into table cursor |
| **Delete** | cursor | | | | Delete current record from table cursor |
| **SorterSort** | cursor | | | | Sort sorter cursor P1 |
| **SorterData** | cursor | dest_reg | | | Read current sorter row |
### 3.4 Value & Register Opcodes
| Opcode | P1 | P2 | P3 | Effect |
|--------|----|----|----|--------|
| **Integer** | value | dest | | Store integer value in register P2 (P1 is the value) |
| **Real** | value (P4) | dest | | Store real value in register P2 |
| **String8** | | dest | string | Store UTF-8 string in register P2. Self-modifying → becomes String opcode. |
| **Null** | start | count | | Set P2 registers starting at P1 to NULL |
| **Blob** | size | dest | data | Store P1-byte blob in register P2 |
| **Copy** | src | dest | count | Copy P3 registers from P1 to P2 |
| **Move** | src | dest | count | Move P3 registers from P1 to P2 (clear source) |
| **SCopy** | src | dest | | Soft copy (shallow) register P1 to P2 |
| **ResultRow** | reg_start | nReg | | Pause VM: emit result row from registers P1..P1+P2-1. sqlite3_step() returns SQLITE_ROW. |
| **Yield** | pc_store | | | Coroutine yield. Swap PC with value in register P1. |
| **Halt** | p1 | p2 | p3 | Halt execution. If P1==SQLITE_OK and P2==OE_Abort, auto-rollback. |
### 3.5 Arithmetic & Comparison Opcodes
| Opcode | P1 | P2 | P3 | P4 | Effect |
|--------|----|----|----|----|--------|
| **Add** | r1 | r2 | result | | r[P3] = r[P1] + r[P2] |
| **Subtract** | r1 | r2 | result | | r[P3] = r[P1] - r[P2] |
| **Multiply** | r1 | r2 | result | | r[P3] = r[P1] * r[P2] |
| **Divide** | r1 | r2 | result | | r[P3] = r[P1] / r[P2] |
| **Remainder** | r1 | r2 | result | | r[P3] = r[P1] % r[P2] |
| **Eq** | r1 | r2 | jump | coll | Compare r[P1] and r[P2]. Jump to P3 if equal. |
| **Ne** | r1 | r2 | jump | coll | Jump if not equal |
| **Lt** | r1 | r2 | jump | coll | Jump if r[P1] < r[P2] |
| **Le** | r1 | r2 | jump | coll | Jump if r[P1] ≤ r[P2] |
| **Gt** | r1 | r2 | jump | coll | Jump if r[P1] > r[P2] |
| **Ge** | r1 | r2 | jump | coll | Jump if r[P1] ≥ r[P2] |
| **BitAnd** | r1 | r2 | result | | r[P3] = r[P1] & r[P2] |
| **BitOr** | r1 | r2 | result | | r[P3] = r[P1] \| r[P2] |
| **BitNot** | src | dest | | | r[P2] = ~r[P1] |
| **Concat** | r1 | r2 | result | | r[P3] = r[P1] \|\| r[P2] |
### 3.6 Control Flow Opcodes
| Opcode | P1 | P2 | Effect |
|--------|----|----|--------|
| **Goto** | | target | Unconditional jump to P2 |
| **Gosub** | return_reg | target | Push PC to register P1, jump to P2 |
| **Return** | return_reg | | Jump to address stored in P1 + 1 |
| **If** | jump_target | dest | Conditional jump |
| **IfNot** | jump_target | dest | Conditional jump (negated) |
| **IfNull** | reg | jump_target | Jump if register contains NULL |
| **NotNull** | reg | jump_target | Jump if register is not NULL |
| **IfPos** | reg | jump_target | Jump if register > 0 |
| **IfNeg** | reg | jump_target | Jump if register < 0 |
| **Once** | flag | | NOP if flag was set. Execute body exactly once. |
| **Init** | flags | max_addr | First opcode. Sets trace flags. Self-modifying: increments P1 each invocation. |
| **Program** | | sub_program_addr | Invoke a subprogram (trigger). |
| **Param** | param_idx | dest_reg | Read parameter from caller into destination register. |
### 3.7 Aggregate Function Opcodes
| Opcode | P1 | P2 | P3 | Effect |
|--------|----|----|----|--------|
| **AggStep** | | arg_reg | accum | Execute xStep for aggregate function |
| **AggStep1** | step/inverse | arg_reg | accum | Execute xStep (P1=0) or xInverse (P1!=0) |
| **AggInverse** | | arg_reg | accum | Execute xInverse (window functions) |
| **AggFinal** | | | accum | Finalize aggregate, store result |
| **AggValue** | | | result | Store current aggregate value |
### 3.8 VDBE Invariants (to formally specify)
- **V1 (PC Bounds)**: Program counter must remain within [0, nOp] during execution.
- **V2 (Register Type Safety)**: Each register holds exactly one type at a time (NULL, int, real, text, blob, RowSet, Frame, Undefined).
- **V3 (Cursor Validity)**: An opcode must not reference a cursor unless it was previously opened (OpenRead/OpenWrite/OpenEphemeral) and not yet closed.
- **V4 (Transaction Guard)**: Before any write opcode executes, a transaction must be open. Read opcodes may run outside a transaction but must obtain shared lock.
- **V5 (ResultRow Protocol)**: ResultRow must be preceded by opcodes that fill the output registers. sqlite3_step() returns SQLITE_ROW; subsequent call resumes after ResultRow.
- **V6 (Halt Termination)**: Execution terminates only via Halt opcode, PC exceeding last opcode address, or error.
- **V7 (Error Cleanup)**: On error or HALT with error, all open cursors are closed, memory freed, and active transactions rolled back.
- **V8 (Subprogram Isolation)**: Each Program invocation gets its own register set. Params are the only communication channel to the caller.
- **V9 (Coroutine Symmetry)**: Yield stores PC to register; subsequent Yield reads register to PC. Coroutine execution must return to same point.
---
## 4. B-Tree Invariants
SQLite uses B+tree for tables, B-tree for indices. Source: `btree.c`.
### 4.1 Page Types
| Type | Value | Description |
|------|-------|-------------|
| Interior index | 0x02 | Index b-tree interior page |
| Interior table | 0x05 | Table b-tree interior page |
| Leaf index | 0x0a | Index b-tree leaf page |
| Leaf table | 0x0d | Table b-tree leaf page |
### 4.2 Page Layout
```
Page header:
[page_type:1] [first_freeblock:2] [cell_count:2] [cell_content_start:2] [fragmented_free_bytes:1]
Followed by:
[right_child_pointer:4] (interior pages only)
[cell_pointer_array: cell_count * 2 bytes] — offsets to cells, in key order
[unallocated space in middle]
[cells: packed from end of page backwards]
```
### 4.3 B-Tree Cell Format
**Table leaf cell:**
```
[payload_size: varint] [rowid: varint] [payload: header + columns]
```
**Table interior cell:**
```
[left_child_page:4] [rowid: varint] [payload: partial row data]
```
**Index leaf cell:**
```
[payload_size: varint] [payload: header + index columns + rowid]
```
**Index interior cell:**
```
[left_child_page:4] [payload_size: varint] [payload: header + index columns + rowid]
```
### 4.4 Key Ordering Properties
- **Table B-Tree**: Ordered by rowid (integer primary key). Interior cells store the rowid of the first entry in each child page.
- **Index B-Tree**: Ordered by indexed column(s) + rowid. Interior cells store the key of the first entry in each child page.
- All keys within a page are in ascending order.
- For any interior page: all keys in child subtree i are ≤ the key at position i in the interior page, and ≤ all keys in child subtree i+1. (For indices, strict < for key columns, ≤ for rowid as tiebreaker.)
### 4.5 Page Split Condition
A page splits when inserting a cell would exceed the usable page space.
1. A new page is allocated.
2. Cells are distributed (roughly half each) between old and new page.
3. Parent interior page gets a new cell pointing to the new page.
### 4.6 Page Merge Condition
When deleting, if a page's content falls below the minimum fill threshold (roughly 25-50% depending on implementation), the page may be merged with a sibling:
1. Cells are moved to sibling page.
2. Parent pointer to the empty page is removed.
3. Empty page is added to freelist.
### 4.7 B-Tree Cursor Operations
```
Cursor state: { Btree*, root page, current page, cell index, cache of page stack }
Operations:
sqlite3BtreeCursor(): Create cursor on B-tree identified by root page + flags
sqlite3BtreeMoveto(): Position cursor to entry that matches key (or nearest)
sqlite3BtreeNext(): Advance cursor. Page crossing handled automatically.
sqlite3BtreePrevious(): Move cursor backwards. Page crossing handled.
sqlite3BtreeInsert(): Insert cell into current position
sqlite3BtreeDelete(): Delete entry at cursor position
```
### 4.8 B-Tree Invariants (to formally specify)
- **B1 (Page Type Consistency)**: A page's type field must match its role. Interior pages reference child pages; leaf pages do not.
- **B2 (Key Order Monotonic)**: For any interior page, keys in child page i are less than or equal to keys in child page i+1. Cells within a page are sorted ascending.
- **B3 (Pointer Integrity)**: Every child page reference must point to a valid allocated page of the correct type (or overflow page, or freelist page).
- **B4 (Cell Count Consistency)**: `cell_count` in the page header must equal the number of entries in the cell pointer array.
- **B5 (Free Space Accounting)**: `fragmented_free_bytes` + unallocated space between cell pointer array and cells must sum correctly to the page's available free space.
- **B6 (Page Size Boundary)**: Usable page size = page_size - reserved_bytes. All cells must fit within the usable page.
- **B7 (Root Page Integrity)**: The b-tree root page number must be a valid, allocated b-tree page. The schema table's root page mappings must be consistent.
- **B8 (Balance Preserved)**: After every insert/delete operation, the b-tree must satisfy all internal structural invariants (fill ratio, parent-child pointer correctness, key ordering).
- **B9 (Overflow Chain Integrity)**: If a cell's payload spills to overflow pages, the chain of overflow pages must: (a) form a proper linked list, (b) be bounded in length by the payload size, (c) contain no cycles.
- **B10 (Freelist Consistency)**: Freelist pages must not be reachable from any b-tree root. Freelist trunk pages must point to valid leaf pages or 0.
---
## 5. Known Bugs and Formal Verification Precedents
### 5.1 Notable SQLite CVEs
| CVE | Year | Type | Module | Fixed In | Severity |
|-----|------|------|--------|----------|----------|
| CVE-2022-35737 | 2022 | Integer overflow → buffer overrun → RCE/DoS | printf/str_vappendf | 3.39.2 | High (7.5) |
| CVE-2025-3277 | 2025 | Write past end of malloc'd array via integer overflow | concat_ws() function | 3.49.1 | Moderate |
| CVE-2025-6965 | 2025 | Integer overflow → array bounds read | SQL injection path | 3.50.2 | Moderate |
| CVE-2024-0232 | 2024 | Use-after-free in JSON parser | JSON | 3.43.2 | Moderate |
| CVE-2023-7104 | 2023 | Corruption in session extension changeset processing | Session (ext) | 3.43.1 | Low |
| CVE-2025-29088 | 2025 | Crash via bad args to sqlite3_db_config | Config API | 3.49.1 | Low |
**Key observation from SQLite's CVE page:**
> Almost all CVEs written against SQLite require the ability to inject and run arbitrary SQL. The core storage layer (pager, WAL, B-tree) has remarkably few logic bugs. Most CVEs are in SQL-level functions, extensions, or edge cases in the printf/logging subsystem.
### 5.2 22-Year-Old Integer Overflow (CVE-2022-35737)
Introduced October 2000 (version 1.0.12), discovered 2022 by Trail of Bits. Exploitable on 64-bit systems when large strings (>2GB) passed to printf functions with `!` unicode flag. Arbitrary code execution possible without stack canaries. Not a pager/journal bug — but illustrates how old, untested edge cases survive.
### 5.3 Formal Verification Precedents
#### 5.3.1 FoundationDB (Apple)
- **What**: Distributed transactional key-value store, formally verified in Flow (their deterministic simulation language)
- **Method**: Deterministic simulation testing — run all DB processes as fibers on a single thread with simulated network/disk, inject faults, check invariants. Run millions of random seeds nightly.
- **Result**: Found ~70 bugs before release. Flow-based simulation verified correctness of their distributed transaction, replication, and recovery protocols.
- **Relevance to SQLite**: The determinism approach parallels what could be done for SQLite's pager. SQLite is single-process by design, making deterministic replay easier.
#### 5.3.2 TigerBeetle
- **What**: Distributed financial accounting database. VOPR (Viewstamped Operation Replicator) deterministic simulator.
- **Method**: Entire cluster runs on single thread. 1000x speed. Injects network, storage, and process faults. Swarm testing + fuzzer. Continuous verification.
- **Relevance to SQLite**: The VOPR approach of running the real implementation under controlled simulation is directly applicable to testing SQLite's recovery paths in the pager.
#### 5.3.3 Amazon (DynamoDB, S3)
- **What**: TLA+ specifications for AWS distributed services
- **Method**: Model checking (TLC) + manual proofs (TLAPS). Found bugs in replication protocols, quorum membership, leader election.
- **Paper**: "Use of Formal Methods at Amazon Web Services" (Newcombe et al., 2014)
- **Relevance to SQLite**: TLA+ is ideal for specifying state machines like the pager's locking protocol. The pager state machine is small enough for tractable TLC model checking.
#### 5.3.4 MongoDB Transactions (VLDB 2025)
- **What**: "Design and Modular Verification of Distributed Transactions in MongoDB"
- **Method**: TLA+ specification + model checking + test-case generation.
- **Relevance to SQLite**: Demonstrates that even complex transactional protocols can be verified with TLA+.
#### 5.3.5 Formal Land's Rocq Translation of SQLite B-Tree (2025-2026)
- **What**: AI-assisted translation of SQLite C code to Rocq (Coq variant). Translation only (not full proof of equivalence).
- **Result**: "Still a big project to run with current technologies." Covered substantial part of B-tree but deemed too unstable for full verification at current AI capability levels.
- **Relevance**: Direct precedent that SQLite formal verification is hard. Suggests model-level verification (state machine specs) is more tractable than code-level proofs.
#### 5.3.6 Richard Hipp's Own Attempt (SQLite Lead)
- Dr. Hipp reports spending "years" trying to write a formal design specification for SQLite but found it never added value and abandoned it. This is telling — both about the difficulty and about the value proposition.
### 5.4 SQLite's Existing Testing (Non-Formal)
| Method | Scale | Notes |
|--------|-------|-------|
| TH3 (Test Harness #3) | Proprietary. Billions of test cases. | 100% branch coverage. Mutation testing (inject bugs, verify they're caught). |
| OSS-Fuzz | Continuous. | Google's fuzzing infrastructure. Catches memory safety bugs. |
| Release testing | ~100M tests per release | Run on multiple platforms |
| Anomaly testing | Random SQL/DB operations with crash injection | Verify recovery |
---
## 6. Target Invariants for SpeckDL Specification
Ranked by impact (what would be most impressive/valuable to prove):
### Tier 1: Impact/Feasibility Sweet Spot
1. **Pager Commit Atomicity (I8)**
- Prove: For any sequence of pager operations and any crash point, the database file is always in either the pre-commit state (all changes rolled back) or the post-commit state (all changes applied). No partial-commit states.
- Value: This is the fundamental SQLite guarantee. Proving it formally would be the headline achievement.
- Feasibility: Medium. The pager state machine has only 5-6 states. The tricky part is modeling disk I/O reordering and crash-at-any-point semantics.
2. **WAL Read Isolation (W6)**
- Prove: A reader with end-mark M sees exactly the database state as of the last commit ≤ M. Writes after M are invisible.
- Value: WAL mode's key property. With formal proof, SQLite's WAL concurrency model gets a rigorous foundation.
- Feasibility: Medium. Need to model the WAL-index hash tables and the FindFrame algorithm.
3. **Journal Recovery Correctness**
- Prove: After a crash with a hot journal, recovery restores the database to its state before the incomplete transaction.
- Value: Crash recovery is the hardest case to test exhaustively. Formal proof would eliminate a whole class of concerns.
- Feasibility: High. Well-scoped problem with clear success criteria.
### Tier 2: High Value, Higher Difficulty
4. **B-Tree Balance Preservation (B8)**
- Prove: After any sequence of insertions and deletions, the b-tree satisfies all structural invariants (page fill ratios, key ordering, pointer integrity, freelist consistency).
- Value: B-tree corruption is one of the most feared failure modes. Formal proof is the gold standard.
- Feasibility: Low-Medium. The B-tree is complex (~200KB of C code). A full proof is likely too big, but the core balancing algorithm could be specified and verified in isolation.
5. **Lock Protocol Deadlock Freedom**
- Prove: The lock escalation protocol (shared → reserved → pending → exclusive) is deadlock-free for any number of concurrent readers and writers.
- Value: Prevents a potential operational nightmare.
- Feasibility: High. Small state space. Ideal for TLC model checking.
6. **WAL Checkpoint Safety (W8)**
- Prove: Checkpoint never overwrites pages needed by active readers, even when readers and checkpointer operate concurrently.
- Value: WAL's concurrent reader+writer+checkpointer model is nontrivial. Getting it right formally is impressive.
- Feasibility: Medium. Requires modeling concurrent processes and the WAL-index header fields.
### Tier 3: Ambitious / Future Work
7. **Full Pager FSM Correctness (I1-I8)**
- Prove all eight pager invariants from Section 1.4 simultaneously.
- Feasibility: Low (large specification, many interacting components). Best done incrementally.
8. **VDBE Safety: No undefined register reads (V2)**
- Prove that the code generator never produces bytecode that reads an Undefined register.
- Feasibility: Low. Requires modeling the SQL compiler's code generation, which is a much larger problem.
### Recommendation: Start with Tier 1 (Items 1-3)
The pager commit atomicity + WAL read isolation + journal recovery form a coherent package:
- All three involve the pager module
- All three address crash-safety guarantees
- Together, they prove that "SQLite transactions are atomic even under arbitrary crash timing" — the single claim that matters most
- The state spaces are tractable for SpeckDL + model checking
---
## 7. Source References
| Source | Location |
|--------|----------|
| SQLite WAL documentation | https://www.sqlite.org/wal.html |
| SQLite Atomic Commit | https://www.sqlite.org/atomiccommit.html |
| SQLite Bytecode Engine | https://www.sqlite.org/opcode.html (192 opcodes, v3.53.1) |
| Database File Format | https://www.sqlite.org/fileformat2.html |
| WAL File Format | https://www.sqlite.org/walformat.html |
| Pager source | `src/pager.c` (~12K lines). States: PAGER_UNLOCK, SHARED, RESERVED, EXCLUSIVE, SYNCED, ERROR, OPEN |
| VDBE source | `src/vdbe.c` (~8K lines) + helper files |
| B-Tree source | `src/btree.c` |
| SQLite CVEs | https://sqlite.org/cves.html |
| Formal Land B-Tree translation | https://github.com/formal-land/rocq-of-db |
| FoundationDB verification | "FoundationDB: A Distributed, Unbundled, Transactional Key Value Store" (SIGMOD 2021) |
| Amazon formal methods | "Use of Formal Methods at Amazon Web Services" (2014) |
| MongoDB TLA+ | "Design and Modular Verification of Distributed Transactions in MongoDB" (VLDB 2025) |
| TigerBeetle VOPR | https://tigerbeetle.com/blog/2023-07-11-we-put-a-distributed-database-in-the-browser/ |
| CVE-2022-35737 (Trail of Bits) | https://blog.trailofbits.com/2022/10/25/sqlite-vulnerability-july-2022-library-api/ |
| Fly.io B-Tree internals | https://fly.io/blog/sqlite-internals-btree/ |
---
*End of reference document. Ready for SpeckDL specification writing.*

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# Speckl Distribution Strategy
> *The whitepaper is done. Now it needs a path to the world.*
**Created:** May 7, 2026 (8:05 PM heartbeat)
**Status:** All items pending — blocked on Scott for human-required actions
---
## The Asset: Whitepaper v2
- **~19,000 words** across 8 complete sections
- **Commit:** `6121fd6` — pushed to Forgejo
- **Sections:** The Spec-Code Gap, SpeckDL Language, Compiler Architecture, Embedded Provenance, Consensus Protocols, Real-World Applications, Related Work, Future Work & Roadmap
- **Positioning:** "specification language with compiler-level provenance for teams that need evidence of correctness more than proof of correctness"
---
## Priority-Ordered Distribution Plan
### P0: Show HN (May 12-13)
**No gatekeepers. Post is ready.**
- **Post:** `docs/show-hn-announcement.md` — written, copy-paste ready
- **Optimal timing:** Tuesday or Wednesday, 8-11 AM UTC (based on analysis of 1,200 launches)
- **What it needs:** Scott's HN account, click "submit"
- **Expected:** ~50-200 upvotes for a well-written open source technical tool, potential for front page
- **Risk:** Low — even a modest response builds awareness and creates a permalink
### P1: arXiv Preprint + Weekly Blog Posts
**Builds the knowledge graph around Speckl before conference submissions open.**
- **arXiv:** Submit whitepaper as a preprint to cs.SE or cs.PL
- Requires: academic email or endorsement (Scott may need an endorser)
- Value: citable, discoverable, timestamped — standard for CS credibility
- **Blog series:** 5 posts extractable from whitepaper sections
1. "The Spec-Code Gap" — why specs rot and what to do about it
2. "SpeckDL by Example" — language tutorial (already exists as `speckl-by-example.md`)
3. "Compiling Provenance" — how Speckl generates PROV-O, CycloneDX, SPDX
4. "Consensus from Spec" — Paxos, Raft, Two-Phase Commit in SpeckDL
5. "The Future of Spec-Driven Development" — roadmap and vision
- Host on: speckl.scoble.me/blog (Storj static) or scott.scoble.me/blog
- Each post cross-links to Show HN thread and whitepaper
### P2: Conference Submissions (2027 Cycle)
**All major 2026 cycles are closed.** Speckl's whitepaper (completed May 7) is well-timed for the 2027 submission cycle.
#### Target Venues (2027)
| Venue | Focus | Typical Deadline | Fit |
|-------|-------|-----------------|-----|
| **FMCAD 2027** | Formal methods + CAD | Apr-May 2027 | Strong — state machines, verification |
| **FM 2027** | Formal methods (broad) | ~Dec 2026 | Strong — methodology + tool |
| **ICSE 2027** | Software engineering | ~Aug 2026 | Good — spec-driven dev is an SE topic |
| **ASE 2027** | Automated SE | ~May 2027 | Good — compiler-level generation |
| **NFM 2027** | NASA Formal Methods | ~Dec 2026 | Strong — provenance + verification |
| **SPLASH Onward! 2026** | New ideas in programming | ~Jun 2026 | Possible — "grand visions" track |
#### Note on FMCAD 2026
FMCAD 2026 (Graz, Sept 14-18, co-located with VSTTE) has **already closed**: abstract deadline April 26, paper deadline May 3. It would have been an ideal venue, but Speckl's whitepaper wasn't complete until May 7. 2027 is the target.
### P3: QCon SF Talk Proposal (~Jun 2026)
**Practitioner conference, not academic. Faster cycle.**
- QCon SF 2026 call for proposals typically opens ~June
- Topic: "Spec-Driven Development: From TLA+ to TypeScript" or "Building Evidence into Specs"
- Less competitive than academic venues, reaches working engineers
- Scott's existing speaking experience (3 talk forks) positions him well
### P4: Journal Publication (Rolling)
- **TOSEM (ACM Transactions on Software Engineering and Methodology):** rolling submissions, high prestige
- **JAR (Journal of Automated Reasoning):** rolling, good fit for formal methods + automation
- Both take 12-18 months but produce durable citations
### P5: Cold Email → First Consulting Client (Summer 2026)
**When: After at least one public artifact is circulating (Show HN + arXiv).**
- **Pipeline already built:** `speckl/outreach.md`
- **Top targets:** Dan Lorenc (Chainguard), Said Ziouani (Anchore)
- **Emails verified:** dlorenc@chainguard.dev ✅, sziouani@anchore.com ✅
- **Content:** Consulting one-pager drafted (`speckl/docs/consulting-one-pager.md`)
- **Pricing:** Drafted, needs Scott review
- **Approach:** "We've been building Speckl — an open standard for spec-driven development with compiler-level provenance. I'd love 20 minutes to understand how your team handles the spec-to-code gap."
---
## Blockers Inventory
| Blocker | Priority | Owner | Status |
|---------|----------|-------|--------|
| Show HN submission | P0 | Scott | Post ready, needs HN account |
| arXiv endorsement/account | P1 | Scott | Whitepaper ready |
| Blog posts publishing | P1 | Scott or @content | Content mostly written |
| Consulting one-pager review | P3 | Scott | Draft complete, needs pricing validation |
| Cold email send | P3 | Scott | Targets identified, emails verified |
| engineering#9 (parser fix) | P0 tech | @engineering | 4-bug scope documented |
| Storj credentials | — | Scott | Expired, blocks new deploys |
| ClawHub/npm auth | — | Scott | Blocks MCP experiment |
---
## Timeline (Ideal)
```
May 12-13: Show HN goes live (P0)
May 14: arXiv preprint submitted (P1)
May 15+: Blog post #1 published, weekly cadence (P1)
Jun: QCon SF proposal submitted (P3)
Jul: First cold emails sent (P5)
Aug: ICSE 2027 deadline (P2)
Sep: First consulting engagement (P5)
Late 2026: Conference submissions for 2027 cycle (P2)
```
---
## Decision Framework
**If Show HN gets strong traction (>200 upvotes):**
→ Prioritize blog series, community building, open source contributions
→ Defer consulting — let inbound interest come naturally
**If Show HN gets modest traction (<50 upvotes):**
→ Still publish arXiv + blog for credibility
→ Proceed to cold email for consulting (validates need regardless of HN)
**If Scott can't get to Show HN by May 20:**
→ Skip it — publish arXiv first, blog series second
→ Show HN can happen anytime, but momentum matters
---
## What NOT to Do
- ❌ Don't rush a paper to a 2026 venue with a late deadline — a rejected rushed paper is worse than a polished 2027 submission
- ❌ Don't cold email without at least one public artifact circulating — credibility gap
- ❌ Don't build more compiler features before distribution — the compiler works well enough to demonstrate the concept
- ❌ Don't start a new venture — Speckl is the highest-ROI path to revenue

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# Kafka KRaft Protocol Reference
> Source material for writing `examples/KafkaKRaft.speck` (speckl#22)
## Scope
This reference covers the **consensus core** of KRaft — the state machine for leader election, log replication, and commit advancement. It does NOT cover:
- Full broker functionality (topic creation, partition assignment, consumer group coordination)
- Data plane (produce/fetch request handling)
- Controller-specific logic (metadata quorums, configuration management)
- Network transport (this is a logical model, not a network protocol spec)
The boundary: if it touches `currentTerm`, `votedFor`, `log`, `commitIndex`, or `state` transitions, it's in scope.
**In scope (M1.1):** Core Raft consensus — leader election, log replication, commit advancement, and all 6 safety invariants, including KRaft's extensions (Unattached, Resigned, Prospective states, Pre-Vote, snapshots).
**Deferred to M1.3:** Producer ack semantics, consumer group rebalancing, transaction coordinator.
**Out of scope:** Full Kafka broker (produce/fetch handling), controller-specific logic, network layer.
## Sources
1. **Raft TLA+ Specification** — Diego Ongaro, 2014. The canonical formal spec. Available at: `github.com/ongardie/raft.tla`
2. **"In Search of an Understandable Consensus Algorithm"** — Ongaro & Ousterhout, 2014 (USENIX ATC). Includes safety proof.
3. **"Consensus: Bridging Theory and Practice"** — Ongaro, 2014 (PhD dissertation). Extended TLA+ spec, implementation concerns.
4. **KIP-595: A Raft Protocol for the Metadata Quorum** — The foundational KIP that introduced KRaft. `cwiki.apache.org/confluence/display/KAFKA/KIP-595`
5. **KIP-630: Kafka Raft Snapshot** — Snapshot mechanism for KRaft metadata log. Status: Adopted.
6. **KIP-996: Pre-Vote for KRaft** — Adds Pre-Vote phase to prevent disruptive servers. Status: Implementing.
7. **KIP-853: KRaft Controller Membership Changes** — Dynamic quorum membership changes. Status: Implemented.
8. **Apache Kafka source** — `kafka/raft/` package. Key files: `KafkaRaftClient.java`, `QuorumState.java`, `LeaderState.java`, `CandidateState.java`, `FollowerState.java`, `UnattachedState.java`, `ProspectiveState.java`, `ResignedState.java`, `EpochState.java`
9. **Red Hat Deep Dive** — "A Deep Dive into Apache Kafka's KRaft Protocol" (developers.redhat.com, 2025). Covers KRaft v1 based on Kafka 4.1.0.
---
## 1. Raft State Machine (from TLA+ Spec)
*Reference: Source [1], [3]*
### 1.1 State Variables
Per server (`i ∈ Server`):
| Variable | Type | Description |
|----------|------|-------------|
| `currentTerm` | Nat | Current term number (monotonically increasing) |
| `state` | {Follower, Candidate, Leader} | Server role |
| `votedFor` | Server ∪ {Nil} | Candidate voted for in current term, or Nil |
| `log` | Seq(LogEntry) | Sequence of log entries (index = position) |
| `commitIndex` | Nat | Index of highest log entry known to be committed |
| `nextIndex` | Server → Nat | (Leader only) Next log index to send to each follower |
| `matchIndex` | Server → Nat | (Leader only) Highest log index replicated on each follower |
| `votesResponded` | Set(Server) | (Candidate only) Servers that responded to RequestVote |
| `votesGranted` | Set(Server) | (Candidate only) Servers that granted vote |
Global:
| Variable | Type | Description |
|----------|------|-------------|
| `messages` | Bag(Message) | In-flight messages (requests/responses) |
### 1.2 LogEntry Type
```
LogEntry == { term: Nat, value: Value }
```
### 1.3 Quorum
```
Quorum == {i ∈ SUBSET(Server) : Cardinality(i) * 2 > Cardinality(Server)}
```
Simple majority. The key property: any two quorums overlap.
### 1.4 Initial State
```
currentTerm[i] = 1
state[i] = Follower
votedFor[i] = Nil
log[i] = <<>> (empty sequence)
commitIndex[i] = 0
```
### 1.5 Actions (State Transitions)
#### Action 1: Timeout → Start Election
**Preconditions:**
- `state[i] ∈ {Follower, Candidate}`
**Effects:**
- `state[i] ← Candidate`
- `currentTerm[i] ← currentTerm[i] + 1`
- `votedFor[i] ← Nil`
- `votesResponded[i] ← {}`
- `votesGranted[i] ← {}`
#### Action 2: RequestVote Request (Candidate → Peer)
**Preconditions:**
- `state[i] = Candidate`
- `j ∉ votesResponded[i]`
**Effects:**
- Send `RequestVoteRequest` with `{mterm: currentTerm[i], mlastLogTerm: LastTerm(log[i]), mlastLogIndex: Len(log[i]), msource: i, mdest: j}`
#### Action 3: HandleRequestVoteRequest (Peer → Candidate)
**Preconditions:**
- `m.mterm ≤ currentTerm[i]`
**Log check (`logOk`):**
```
logOk ≡ m.mlastLogTerm > LastTerm(log[i])
∨ (m.mlastLogTerm = LastTerm(log[i]) ∧ m.mlastLogIndex ≥ Len(log[i]))
```
**Grant conditions:**
```
grant ≡ m.mterm = currentTerm[i] ∧ logOk ∧ votedFor[i] ∈ {Nil, j}
```
**Effects (if grant):**
- `votedFor[i] ← j`
**Effects (always):**
- Reply with `RequestVoteResponse{mterm: currentTerm[i], mvoteGranted: grant}`
#### Action 4: HandleRequestVoteResponse (Candidate receives vote)
**Preconditions:**
- `m.mterm = currentTerm[i]`
**Effects:**
- `votesResponded[i] ← votesResponded[i] ∪ {j}`
- If `m.mvoteGranted`: `votesGranted[i] ← votesGranted[i] ∪ {j}`
#### Action 5: BecomeLeader (Candidate → Leader)
**Preconditions:**
- `state[i] = Candidate`
- `votesGranted[i] ∈ Quorum`
**Effects:**
- `state[i] ← Leader`
- `nextIndex[i] ← [j ∈ Server → Len(log[i]) + 1]` for all j
- `matchIndex[i] ← [j ∈ Server → 0]` for all j
#### Action 6: AppendEntries Request (Leader → Follower)
**Preconditions:**
- `i ≠ j`
- `state[i] = Leader`
**Effects:**
- Send `AppendEntriesRequest` with entries from `nextIndex[i][j]` to `min(Len(log[i]), nextIndex[i][j])` (at most 1 entry per message in the spec)
- Include `mprevLogIndex = nextIndex[i][j] - 1`, `mprevLogTerm`, `mcommitIndex`
#### Action 7: HandleAppendEntriesRequest (Follower receives entries)
**Preconditions:**
- `m.mterm ≤ currentTerm[i]`
**Log consistency check (`logOk`):**
```
logOk ≡ m.mprevLogIndex = 0
∨ (m.mprevLogIndex ≤ Len(log[i]) ∧ m.mprevLogTerm = log[i][m.mprevLogIndex].term)
```
**Effects (if logOk AND m.mterm ≥ currentTerm[i]):**
- Reset to Follower if Candidate
- Update `currentTerm[i] ← m.mterm` if needed
- Append/conflict resolution: if `mprevLogIndex > 0`, entries after `mprevLogIndex` that conflict are truncated
- `commitIndex[i] ← min(m.mcommitIndex, Len(log[i]))`
- Reply `AppendEntriesResponse{msuccess: TRUE, mmatchIndex: ...}`
**Effects (if !logOk OR m.mterm < currentTerm[i]):**
- Reply `AppendEntriesResponse{msuccess: FALSE, mmatchIndex: 0}`
#### Action 8: AdvanceCommitIndex (Leader)
**Preconditions:**
- `state[i] = Leader`
**Effects:**
- Find highest `N` such that `N > commitIndex[i]` and a quorum of `matchIndex[i][k] ≥ N`
- Only commit entries from current term: `log[i][N].term = currentTerm[i]`
- `commitIndex[i] ← N`
#### Action 9: ClientRequest (Leader appends entry)
**Preconditions:**
- `state[i] = Leader`
**Effects:**
- Append `[term: currentTerm[i], value: v]` to `log[i]`
#### Action 10: Restart (Server crash recovery)
**Effects:**
- `state[i] ← Follower`
- Reset volatile state (`votesResponded`, `votesGranted`, `nextIndex`, `matchIndex`, `commitIndex`)
- Preserve persistent state (`currentTerm`, `votedFor`, `log`)
---
## 2. KRaft Extensions Over Vanilla Raft
*References: Sources [4], [5], [6], [7], [8], [9]*
KRaft is Kafka's adaptation of Raft for metadata management. Key differences from vanilla Raft:
1. **No ZooKeeper:** KRaft replaces the ZooKeeper-based metadata quorum with a Raft-based one.
2. **Metadata log:** The replicated log contains metadata records (topic configs, partition assignments), not user data.
3. **Controller node:** KRaft has an "active controller" concept — the leader of the metadata quorum acts as the controller for the Kafka cluster.
4. **Snapshotting:** KRaft supports snapshot-based log compaction (KIP-630).
5. **Voters and observers:** Not all nodes are voters; some are observer nodes that replicate but don't vote.
6. **Resignation:** A leader can voluntarily step down (immediate or graceful).
7. **Pre-Vote:** KRaft implements Pre-Vote (KIP-996) to prevent disruptive servers from forcing unnecessary elections.
8. **Epochs instead of terms:** KRaft uses "epoch" terminology instead of "term" (functionally equivalent).
9. **Additional states:** KRaft adds Unattached, Prospective, Resigned, and Detached states beyond Follower/Candidate/Leader.
### 2.1 KRaft State Machine
The KRaft state machine is implemented in `QuorumState.java`. Unlike vanilla Raft's three-state model (Follower/Candidate/Leader), KRaft has a richer set of epoch-based states, all implementing the `EpochState` interface.
#### State Hierarchy
```
EpochState (interface)
├── UnattachedState — Known epoch, unknown leader (initial startup or learned higher epoch)
├── ProspectiveState — Pre-Vote candidate; gathering pre-votes before becoming Candidate
├── CandidateState — Standard Raft candidate; actively requesting votes
├── FollowerState — Standard Raft follower; replicating from a leader
├── LeaderState — Standard Raft leader; accepting client writes
├── ResignedState — Gracefully stepped-down leader; still processing resignations
└── DetachedState — Observer or non-voter; replicating but cannot vote
```
#### Transition Diagram
```
┌──────────────────────────────┐
│ │
▼ │
┌──────────┐ Pre-Vote OK │
│Unattached│────────────────┐ │
└──────────┘ │ │
│ ▼ │
│ ┌────────────┐ │
Discover │ │ Prospective│ │
Leader │ │ (Pre-Vote)│ │
│ └────────────┘ │
│ │ │
│ Pre-Vote │ │
│ succeeded │ │
│ ▼ │
│ ┌────────────┐ │
│ │ Candidate │───────┤ Won election
│ └────────────┘ │
│ │ │
│ Lost │ Won election │
│ election │ (quorum) │
│ ▼ │
│ ┌────────────┐ │
└───────► │ Follower │◄────────┤
└────────────┘ │
│ │
Become leader │
│ │
▼ │
┌────────────┐ │
│ Leader │───────────┘ Higher term
└────────────┘
│
Resign (graceful)
│
▼
┌────────────┐
│ Resigned │
└────────────┘
```
Additionally, `DetachedState` is used for observers (non-voters) who track the leader but don't participate in elections.
---
## 3. KRaft State Variables (from Kafka Source)
*Reference: Source [8] — Apache Kafka `kafka/raft/` package*
### 3.1 Common State (QuorumState)
| Variable | Type | Description |
|----------|------|-------------|
| `localId` | Int | This node's replica ID |
| `voters` | Set(Int) | Set of voter replica IDs |
| `observers` | Set(Int) | Set of observer replica IDs |
| `epochState` | EpochState | Current state object (one of the states below) |
| `currentClaimedEpoch` | Int | Epoch this node last claimed (for persistence) |
### 3.2 UnattachedState
When a node knows about an epoch but hasn't discovered the leader yet, or is starting up.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | The epoch this node is in |
| `votedId` | Int? | Replica ID voted for in this epoch, or -1 (unvoted) |
### 3.3 ProspectiveState (Pre-Vote, KIP-996)
A node that has started Pre-Vote but hasn't transitioned to Candidate yet. This prevents disruptive servers from forcing elections.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | The epoch for which Pre-Vote is being conducted |
| `votedId` | Int? | Vote (always self during Pre-Vote) |
| `hasSufficientVote` | Bool | Whether a quorum of pre-votes has been received |
| `preVoteResponded` | Set(Int) | Voters that responded to Pre-Vote |
| `preVoteGranted` | Set(Int) | Voters that granted Pre-Vote |
| `gracePeriodExpired` | Bool | Whether the election timeout has expired |
**Transition to Candidate:** Only when `hasSufficientVote = true` AND `gracePeriodExpired = true`.
### 3.4 CandidateState
Standard Raft candidate with KRaft-specific additions.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | Current election epoch |
| `votedId` | Int | Always `localId` (votes for self) |
| `votes` | Set(Int) | Voter IDs that granted a vote |
| `isVoteGranted` | Bool | Whether a quorum of votes has been received |
| `isVoteRejected` | Bool | Whether the election is doomed (quorum impossible) |
| `highWatermark` | Long | Last known high watermark at election start |
| `retryVoteQuorumGracePeriod` | Bool | Whether to retry sending vote requests |
### 3.5 FollowerState
Standard Raft follower with KRaft-specific additions.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | Current epoch |
| `leaderId` | Int | ID of the current leader |
| `votedId` | Int? | Replica ID voted for (or -1) |
| `highWatermark` | Long | Last known high watermark |
| `lastCaughtUpTimeMs` | Long | Timestamp of last successful replication |
| `lingerHighWatermark` | Long | High watermark at which we started lingering |
| `isLingering` | Bool | Whether this follower is in linger mode (delaying transition) |
### 3.6 LeaderState
Standard Raft leader with KRaft-specific additions.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | Current epoch (same as currentTerm) |
| `leaderId` | Int | This node's ID |
| `highWatermark` | Long | Current high watermark (equivalent to commitIndex) |
| `voterStates` | Map(Int, VoterState) | Per-voter tracking: nextOffset, matchOffset, lastCaughtUpTime |
| `localId` | Int | This node's replica ID |
| `retryForVoterEnabled` | Bool | Whether to retry AppendEntries to slow voters |
**VoterState sub-structure:**
| Variable | Type | Description |
|----------|------|-------------|
| `nextOffset` | Long | Next log offset to send to this voter (= nextIndex) |
| `matchOffset` | Long | Highest offset known to be replicated on this voter (= matchIndex) |
| `lastCaughtUpTimeMs` | Long | Timestamp of last successful catch-up |
| `lastSentTimeMs` | Long | Timestamp of last AppendEntries sent |
| `isVoter` | Bool | Whether this replica is a voter |
### 3.7 ResignedState
A leader that has gracefully stepped down. Not present in vanilla Raft.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | The epoch when the leader resigned |
| `leaderId` | Int | Former leader's ID |
*Key behavior:* A resigned leader does not accept new client writes. It continues to process in-flight requests until they complete or time out. It then transitions to Unattached or Follower depending on what it learns about the new epoch.
### 3.8 DetachedState (Observer)
Used for observer (non-voter) nodes.
| Variable | Type | Description |
|----------|------|-------------|
| `epoch` | Int | Current epoch |
| `leaderId` | Int | ID of the leader being followed |
| `highWatermark` | Long | Last known high watermark |
*Key behavior:* Detached observers replicate the log but never vote or become candidates. They can transition to Follower or Unattached if they learn about a new epoch.
---
## 4. KRaft State Transitions (Detailed)
*Reference: Source [8], [9]*
### 4.1 Complete Transition Table
| From | To | Trigger | Preconditions |
|------|----|---------|--------------|
| Unattached | Prospective | Election timeout + Pre-Vote enabled | `votedId == -1`, `hasSufficientVote == false` |
| Unattached | Follower | DiscoverLeader with valid leader | `leaderId` known, `epoch` matches |
| Prospective | Candidate | Pre-Vote quorum reached + grace period expired | `hasSufficientVote ∧ gracePeriodExpired` |
| Prospective | Follower | DiscoverLeader OR higher AppendEntries | `leaderId` known or higher term received |
| Candidate | Leader | Election won (quorum of votes) | `isVoteGranted == true` |
| Candidate | Follower | DiscoverLeader OR higher term AppendEntries | `leaderId` known or higher term received |
| Follower | Prospective | Election timeout + no heartbeat | `votedId == -1`, Pre-Vote enabled |
| Follower | Candidate | Election timeout + Pre-Vote disabled | `votedId == -1` |
| Leader | Resigned | Graceful shutdown / Resign RPC | Leader decides to step down |
| Leader | Follower | Higher term received | `m.epoch > currentEpoch` |
| Resigned | Unattached | Resign processing complete + no leader known | All in-flight requests handled |
| Resigned | Follower | Learn about new leader | `leaderId` known in new epoch |
| Detached | Follower | Promoted to voter | Node gains voting right |
| Any | Unattached | Higher epoch learned (no leader known) | `m.epoch > currentEpoch` |
### 4.2 Pre-Vote Protocol (KIP-996)
*Reference: Source [6]*
Pre-Vote prevents disruptive servers (those that are partitioned or have stale logs) from forcing unnecessary elections.
**Protocol:**
1. **Before becoming Candidate**, a server first enters Prospective state and sends Pre-Vote requests.
2. **Pre-Vote Request:** `{lastOffset: Long, lastEpoch: Int}` — the prospective candidate advertises its log position.
3. **Pre-Vote Response:** `{granted: Bool}` — a server grants Pre-Vote only if:
- The prospective candidate's log is at least as up-to-date as the responder's
- The responder has not heard from a valid leader recently (within election timeout)
4. **Transition to Candidate:** Only after receiving a quorum of Pre-Vote grants AND the grace period expires.
**Why Pre-Vote matters for verification:**
- Prevents a partitioned node with a stale term from disrupting the cluster
- The invariant is: a node only enters Candidate state if it could potentially win an election
- This eliminates a class of livelock scenarios where nodes continuously force elections they can't win
### 4.3 Resignation Protocol
*Reference: Source [8], [9]*
A KRaft leader can gracefully resign (step down) without crashing. This is not in vanilla Raft.
**Resign process:**
1. Leader transitions to Resigned state
2. Stops accepting new client writes
3. Continues to serve in-flight AppendEntries responses
4. Other nodes see an election timeout and start a new election
5. Resigned leader may learn about the new leader and transition to Follower
**Verification concern:** During the resign window, the old leader's committed entries are still valid, but no new entries can be committed. This is a liveness property (eventually a new leader is elected), not a safety concern.
---
## 5. Safety Invariants
*References: Sources [1], [2], [3]*
These are the invariants we need to prove in SpeckDL/Z3.
### 5.1 Raft Paper Invariants (vanilla Raft)
**I1: Election Safety.** At most one leader per term.
```
∀ i, j ∈ Server:
state[i] = Leader ∧ state[j] = Leader ∧ currentTerm[i] = currentTerm[j] → i = j
```
**I2: Leader Completeness.** If a log entry is committed in term T, then all leaders for terms > T have that entry.
```
This is the core invariant. Proved via the "Leader Completeness Property" in the Raft paper.
Inductive argument: a new leader must have all committed entries from prior terms
because it received votes from a quorum that overlaps with the quorum that committed
those entries.
```
**I3: Log Matching.** If two entries in different logs have the same index and term, then all preceding entries are identical.
```
∀ i, j ∈ Server, idx:
log[i][idx].term = log[j][idx].term → log[i][1..idx] = log[j][1..idx]
```
**I4: Leader Append-Only.** A leader never overwrites or deletes entries in its log.
```
∀ i: state[i] = Leader → log[i] only grows (entries appended, never removed)
```
**I5: Term Monotonicity.** Current term never decreases.
```
∀ i: currentTerm'[i] ≥ currentTerm[i]
```
**I6: Commit Safety.** An entry is committed only if a quorum has replicated it.
```
commitIndex[i] advances only when a quorum of matchIndex[i][k] ≥ N
Additionally: only entries from the current term can be committed via leader
advance (restriction from Raft paper Figure 8).
```
### 5.2 KRaft-Specific Invariants
**K1: Quorum Overlap.** Any two quorums in the same epoch share at least one voter.
```
∀ Q1, Q2 ∈ Quorum: Q1 ∩ Q2 ≠ ∅
```
**K2: High Watermark Monotonicity.** A node's highWatermark never decreases.
```
∀ i: highWatermark'[i] ≥ highWatermark[i]
```
**K3: High Watermark Validity.** A node's highWatermark is always ≤ the log end offset.
```
∀ i: highWatermark[i] ≤ logEndOffset[i]
```
**K4: Observer Consistency.** An observer's log is a prefix of some voter's log that was committed.
```
∀ observer o, voter v, offset idx:
o.hasOffset(idx) → ∃v ∈ Voters: v.committed(idx) ∧ o.log[1..idx] = v.log[1..idx]
```
**K5: Leader Uniqueness (KRaft).** At most one leader per epoch across all nodes.
```
∀ i, j ∈ Replicas:
state[i] = Leader ∧ state[j] = Leader ∧ epoch[i] = epoch[j] → i = j
```
**K6: Vote Uniqueness.** A voter votes for at most one candidate per epoch.
```
∀ i ∈ Voters, epoch e: votedFor[i][e] is either Nil or a single replica ID
```
---
## 6. Snapshots (KIP-630)
*Reference: Source [5]*
KRaft supports snapshot-based log compaction for the metadata log.
### 6.1 Snapshot Mechanics
- **Snapshot trigger:** When the log grows beyond a configured threshold
- **Snapshot contents:** Full metadata state at a given offset (topic configs, partition assignments, etc.)
- **Snapshot delivery:** Leader sends snapshots to followers that are lagging (similar to Raft's InstallSnapshot)
### 6.2 State Changes for Snapshots
| Variable | Type | Description |
|----------|------|-------------|
| `snapshotId` | {epoch: Int, endOffset: Long} | Identifies a snapshot by epoch and end offset |
| `lastSnapshotOffset` | Long | Offset of the last snapshot on this node |
| `recoveryState` | Enum | {RECOVERING, COMPLETE} — whether snapshot recovery is in progress |
### 6.3 Invariants for Snapshots
**S1: Snapshot Offset Monotonicity.** Snapshot offsets increase monotonically.
```
snapshotId.endOffset[i]' ≥ snapshotId.endOffset[i]
```
**S2: Snapshot Consistency.** A snapshot at offset N contains all entries committed before N.
```
∀ i, snapshot at offset N:
snapshot.epoch = log[N].term ∧ snapshot contains all committed entries up to N
```
---
## 7. Known Verification Gaps and Bugs
*References: Smart Casual Verification blog, raft-dev Google Group, Source [6]*
### 7.1 Known Bugs in Raft Implementations
**Bug 1: Single-Server Membership Change Safety Bug (2015)**
- **Source:** raft-dev Google Group, reported by Ongaro
- **Issue:** The original Raft paper's algorithm for single-server membership changes has a safety bug. If two configuration changes overlap, the cluster can lose quorum overlap.
- **Mitigation:** Joint consensus (adding then removing in separate steps) is safe. KRaft uses joint consensus for membership changes (KIP-853).
- **Formal verification target:** Prove that KRaft's joint consensus approach maintains quorum overlap during membership changes.
**Bug 2: Stale Leader Committing Old-Term Entries (Figure 8 Bug)**
- **Source:** Raft paper, Figure 8
- **Issue:** A leader must not commit entries from previous terms directly. It can only commit entries from its current term, and previous-term entries are committed indirectly when the current-term entry is committed.
- **Status:** Correctly handled in KRaft (AdvanceCommitIndex only advances for current-term entries).
- **Formal verification target:** Prove that `AdvanceCommitIndex` only advances `commitIndex` when the entry at the target index has `term == currentTerm`.
**Bug 3: Log Truncation During Leader Change**
- **Source:** Common implementation bug across multiple Raft implementations
- **Issue:** When a new leader overwrites conflicting entries on a follower, the truncation must be atomic. If the node crashes mid-truncation, the log can be left in an inconsistent state.
- **Status:** KRaft handles this by truncating before appending, but edge cases around partial truncation exist.
- **Formal verification target:** Prove that log truncation is atomic (either fully applied or not at all).
**Bug 4: Disruptive Servers (Pre-Vote Target)**
- **Source:** KIP-996, Ongaro dissertation §9.6
- **Issue:** A server that is partitioned or has a stale network connection can repeatedly force elections, disrupting the cluster. Without Pre-Vote, a partitioned server increments its term and forces elections it can't win.
- **Status:** KIP-996 (Pre-Vote) addresses this by requiring a server to confirm it can win before starting an election.
- **Formal verification target:** Prove that with Pre-Vote, a node that cannot win an election never transitions to Candidate state.
### 7.2 Smart Casual Verification Findings
*Reference: Decentralized Thoughts blog, "Smart Casual Verification"*
In a systematic review of consensus protocol implementations, researchers found:
1. **5 safety bugs** — violations of agreement or integrity properties
2. **1 liveness bug** — violation of termination under expected conditions
3. All bugs were found through informal reasoning about protocol invariants, not formal proof
4. Key pattern: most bugs occur in edge cases around term changes and log conflicts
### 7.3 Open Verification Targets
These are properties that should be verified in the SpeckDL/Z3 spec:
1. **Election safety under network partitions:** Prove I1 (election safety) holds even during partitions.
2. **Log matching after truncation:** Prove I3 (log matching) holds after follower log truncation.
3. **Leader completeness after Pre-Vote:** Prove I2 (leader completeness) holds with the Pre-Vote extension.
4. **High watermark advancement:** Prove that `highWatermark` only advances when a quorum has replicated.
5. **Graceful resignation liveness:** Prove that after a leader resigns, a new leader is eventually elected (liveness, assuming fair loss and eventual delivery).
6. **Observer divergence:** Prove that observers cannot diverge from voters (K4).
7. **Joint consensus safety (KIP-853):** Prove that during membership changes, quorum overlap is maintained.
---
## 8. Producer Acknowledgement Semantics (for M1.3)
*Deferred — included here for reference only.*
### acks=0 (Fire and forget)
- Producer sends and doesn't wait for response
- No durability guarantee
- Invariant: **None** (messages can be lost)
### acks=1 (Leader acknowledgment)
- Producer waits for leader to write to local log
- Durability: survives leader failure, but NOT follower failure
- Invariant: **If ack received, entry exists in leader's log**
### acks=all (ISR acknowledgment)
- Producer waits for all in-sync replicas (ISR) to acknowledge
- Durability: survives any failure that leaves a quorum
- Invariant: **If ack received, entry is committed (quorum has replicated)**
### Exactly-once Semantics
- Requires idempotent producer + transaction coordinator
- Idempotent producer: assigns sequence numbers; broker deduplicates
- Transaction coordinator: two-phase commit across partitions
### Key Invariants for Producer Acks
1. `acks=all` → no data loss on leader failover (bounded to quorum availability)
2. Idempotent producer → no duplicate messages for same PID + sequence number
3. Transaction atomicity → all partitions in a transaction commit or none do
---
## 9. Consumer Group Rebalancing (for M1.3)
*Deferred — included here for reference only.*
### States
- Empty → Joining → Stable → Rebalancing → Stable
### Actions
- JoinGroup: consumer requests to join
- SyncGroup: consumer receives assignment
- Heartbeat: consumer indicates liveness
- LeaveGroup: consumer departs
- Rebalance: triggered by membership change or topic partition change
### Invariants
1. No concurrent assignments to the same partition
2. All partitions assigned when group is stable
3. Offset monotonicity: committed offsets never decrease
4. No two consumers assigned the same partition simultaneously
---
## 10. KIPs Reference
| KIP | Title | Status | Relevance |
|-----|-------|--------|-----------|
| KIP-500 | Next Generation Client Protocol | Adopted | Foundation for KRaft |
| KIP-595 | A Raft Protocol for the Metadata Quorum | Adopted | Core KRaft protocol design |
| KIP-630 | Kafka Raft Snapshot | Adopted | Snapshot/compaction for metadata log |
| KIP-642 | Dynamic Configuration in KRaft | Adopted | Dynamic config updates via KRaft |
| KIP-853 | KRaft Controller Membership Changes | Implemented | Joint consensus for membership changes |
| KIP-996 | Pre-Vote for KRaft | Implementing | Pre-Vote phase to prevent disruptive elections |
| KIP-830 | KRaft Metadata Quorum | Adopted | Metadata quorum implementation details |
---
## Appendix A: Message Types (KRaft)
### Internal KRaft RPC Messages
| Message | Direction | Fields |
|---------|-----------|--------|
| `VoteRequest` | Candidate → Voter | `candidateId`, `epoch`, `lastOffset`, `lastEpoch` |
| `VoteResponse` | Voter → Candidate | `epoch`, `voteGranted`, `leaderId` |
| `BeginQuorumEpoch` | Leader → Follower | `leaderId`, `epoch` |
| `EndQuorumEpoch` | Leader → Voter (resign) | `leaderId`, `epoch` |
| `FetchSnapshot` | Follower → Leader | `snapshotId`, `offset` |
| `Fetch` | Follower → Leader | `followerId`, `epoch`, `lastFetchedEpoch`, `lastFetchedOffset`, `maxBytes` |
| `FetchResponse` | Leader → Follower | `epoch`, `leaderId`, `highWatermark`, `records` |
*Note: KRaft uses `BeginQuorumEpoch` as the heartbeat mechanism (instead of vanilla Raft's empty AppendEntries).*
---
## Appendix B: Key Differences from Vanilla Raft
| Aspect | Vanilla Raft | KRaft |
|--------|-------------|-------|
| Term naming | "Term" | "Epoch" (functionally equivalent) |
| Heartbeat | Empty AppendEntries | BeginQuorumEpoch |
| Resignation | Not specified | EndQuorumEpoch (graceful shutdown) |
| Pre-Vote | Not in original paper | ProspectiveState (KIP-996) |
| States | Follower, Candidate, Leader | + Unattached, Prospective, Resigned, Detached |
| Snapshot | InstallSnapshot | FetchSnapshot (KIP-630) |
| Membership | Single-server or joint | Joint consensus only (KIP-853) |
| Log content | Arbitrary client values | Metadata records (topic configs, partition assignments) |
| Quorum | All servers vote | Voters vote, observers replicate |
| Client ID | Not specified | Replica ID (localId) |
---
*Document compiled from: Raft TLA+ spec (Ongaro 2014), Apache Kafka source code (`kafka/raft/`), KIP-595/630/642/853/996, Red Hat KRaft deep dive, Smart Casual Verification findings.*

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# Speckl Publishing Toolkit
**Ready to publish — all content drafted, this is the checklist.**
---
## Quick Start: Publish Order & Cadence
**Week 1 (Show HN week — May 12-13):**
1. Blog #1 on Dev.to + Medium (Monday May 11, day before Show HN)
2. Show HN post on HN (Tuesday May 12 or Wednesday May 13, 8-11 AM UTC = 1-4 AM PT)
3. Reddit cross-post: r/programming + r/Compilers (same day as Show HN)
**Week 2+ (weekly cadence):**
- Week 2: Blog #2 — Tuesday or Wednesday (~May 19-20)
- Week 3: Blog #3 — Tuesday or Wednesday (~May 26-27)
- Week 4: Blog #4 — Tuesday or Wednesday (~Jun 2-3)
- Week 5: Blog #5 — Tuesday or Wednesday (~Jun 9-10)
---
## Blog Post #1: "Spec-Code Drift Is a Provenance Problem"
**File:** `speckl/docs/blog-01-spec-code-gap.md` | **Words:** ~900
### Dev.to Post
```markdown
Title: Spec-Code Drift Is a Provenance Problem
Tags: formalmethods, compilers, softwareengineering, compliance, provenance
Canonical URL: (leave blank — Dev.to is primary)
---
[Content from blog-01-spec-code-gap.md — copy paste]
---
*This is Part 1 of a 5-part series on Speckl, a specification language with compiler-level provenance. [Part 2 →]()*
```
### Medium Post
```markdown
Title: Spec-Code Drift Is a Provenance Problem
Subtitle: AI is accelerating code generation. Without embedded provenance, we're accelerating drift too.
Tags: Formal Methods, Software Engineering, Compiler Design
---
[Content from blog-01-spec-code-gap.md — copy paste]
---
*This is Part 1 of a 5-part series on Speckl, a specification language with compiler-level provenance. [Part 2 →]()*
```
### Social Blurbs
**LinkedIn / Bluesky / Mastodon:**
> AI writes code faster than ever. But can you prove what ran came from what you wrote? I've been working on Speckl — a spec language that embeds provenance directly into compiled output. Part 1 of a series on why spec-code drift is really a provenance problem. https://speckl.scoble.me
**Reddit (r/programming):**
> Title: Spec-Code Drift Is a Provenance Problem [blog post]
> Text: I've been building a specification language that embeds provenance (PROV-O audit trails, SBOMs, signed manifests) directly into compiled code. The core argument: spec-code drift is fundamentally a provenance problem, not a documentation problem. Would love feedback from anyone working in formal methods or compliance.
**HN (if posting separately from Show HN):**
> Title: Spec-Code Drift Is a Provenance Problem
> (link to Dev.to or speckl.scoble.me)
---
## Blog Post #2: "Designing SpeckDL: What a Spec Language Needs in 2026"
**File:** `speckl/docs/blog-02-designing-speckdl.md` | **Words:** ~1,000
### Dev.to Post
```markdown
Title: Designing SpeckDL: What a Spec Language Needs in 2026
Tags: formallanguages, compilers, typesystems, softwareengineering, provenance
Series: Speckl
Canonical URL: (leave blank)
---
[Content from blog-02-designing-speckdl.md — copy paste]
---
*Part 2 of 5. [Part 1: Spec-Code Drift Is a Provenance Problem →](link to part 1) | [Part 3 →]()*
```
### Medium Post
```markdown
Title: Designing SpeckDL: What a Spec Language Needs in 2026
Subtitle: State machines, embedded provenance, and compile-to-code — the design decisions behind a new spec language.
Tags: Programming Languages, Compiler Design, Formal Methods
---
[Content from blog-02-designing-speckdl.md — copy paste]
---
*Part 2 of 5. [Part 1 →](link) | [Part 3 →]()*
```
### Social Blurbs
**LinkedIn / Bluesky / Mastodon:**
> Part 2 of the Speckl series: designing a spec language for 2026. SpeckDL has a 9-type system, state machine primitives, embedded provenance, and compiles to 5 auditable artifacts. Here's why each design decision matters. https://speckl.scoble.me
**Reddit (r/ProgrammingLanguages):**
> Title: Designing SpeckDL: What a spec language needs in 2026
> Text: I'm designing a specification language that compiles to TypeScript + WASM with embedded provenance (PROV-O, CycloneDX, SPDX). This post covers the 4 core design principles, the type system, and why state machines are first-class. Feedback from PL designers especially welcome.
---
## Blog Post #3: "How Speckl's Compiler Works: From Spec to Five Auditable Artifacts"
**File:** `speckl/docs/blog-03-compiler-architecture.md` | **Words:** ~1,200
### Dev.to Post
```markdown
Title: How Speckl's Compiler Works: From Spec to Five Auditable Artifacts
Tags: compilers, typescript, webassembly, formalmethods, opensource
Series: Speckl
Canonical URL: (leave blank)
---
[Content from blog-03-compiler-architecture.md — copy paste]
---
*Part 3 of 5. [Part 1 →]() | [Part 2 →]() | [Part 4 →]()*
```
### Medium Post
```markdown
Title: How Speckl's Compiler Works: From Spec to Five Auditable Artifacts
Subtitle: A deep dive into the Speckl compiler pipeline — parser, type checker, and five independent code generators.
Tags: Compiler Design, TypeScript, WebAssembly
---
[Content from blog-03-compiler-architecture.md — copy paste]
---
*Part 3 of 5. [Part 1 →]() | [Part 2 →]() | [Part 4 →]()*
```
### Social Blurbs
**LinkedIn / Bluesky / Mastodon:**
> The Speckl compiler generates 5 artifacts from one spec: PROV-O audit trail, CycloneDX SBOM, SPDX license metadata, TypeScript state machine, and WASM. Here's the full pipeline architecture — ~850 lines of parser, 5 independent generators, 41 tests in 2 seconds. https://speckl.scoble.me
**Reddit (r/Compilers):**
> Title: How Speckl's Compiler Works: From Spec to Five Auditable Artifacts
> Text: Built a compiler that takes specification files and emits 5 independent artifacts: PROV-O provenance, CycloneDX SBOM, SPDX metadata, TypeScript state machines, and WASM. All generators are independent (failures don't cascade) and the whole test suite runs in ~2 seconds. Would love compiler dev feedback.
---
## Blog Post #4: "Embedded Provenance: Proving What Ran Came From What You Wrote"
**File:** `speckl/docs/blog-04-embedded-provenance.md` | **Words:** ~1,200
### Dev.to Post
```markdown
Title: Embedded Provenance: Proving What Ran Came From What You Wrote
Tags: provenance, compliance, sbom, cybersecurity, formalmethods
Series: Speckl
Canonical URL: (leave blank)
---
[Content from blog-04-embedded-provenance.md — copy paste]
---
*Part 4 of 5. [Part 1 →]() | [Part 2 →]() | [Part 3 →]() | [Part 5 →]()*
```
### Medium Post
```markdown
Title: Embedded Provenance: Proving What Ran Came From What You Wrote
Subtitle: SBOMs shouldn't come from scanners. They should come from your spec.
Tags: Cybersecurity, Compliance, Software Supply Chain
---
[Content from blog-04-embedded-provenance.md — copy paste]
---
*Part 4 of 5. [Part 1 →]() | [Part 2 →]() | [Part 3 →]() | [Part 5 →]()*
```
### Social Blurbs
**LinkedIn / Bluesky / Mastodon:**
> Your SBOM should come from your spec, not your scanner. Speckl embeds provenance at the compiler level — every compiled artifact carries a cryptographic chain proving it came from the specification. Part 4 of the Speckl series: Embedded Provenance. https://speckl.scoble.me
**Reddit (r/cybersecurity):**
> Title: Embedded Provenance: Why your SBOM should come from your spec, not your scanner
> Text: Most SBOMs are generated post-hoc by scanning dependencies. Speckl generates CycloneDX SBOMs + PROV-O audit trails + SPDX license manifests at compile time — provenance by construction, not by detection. This maps to NIST SA-11 controls for human-in-the-loop validation of automated outputs.
---
## Blog Post #5: "Consensus Protocols in SpeckDL: From TLA+ to Runnable Code"
**File:** `speckl/docs/blog-05-consensus-protocols.md` | **Words:** ~1,400
### Dev.to Post
```markdown
Title: Consensus Protocols in SpeckDL: From TLA+ to Runnable Code
Tags: distributedsystems, consensus, formalmethods, tlaplus, compilers
Series: Speckl
Canonical URL: (leave blank)
---
[Content from blog-05-consensus-protocols.md — copy paste]
---
*Part 5 of 5. [Part 1 →]() | [Part 2 →]() | [Part 3 →]() | [Part 4 →]()*
```
### Medium Post
```markdown
Title: Consensus Protocols in SpeckDL: From TLA+ to Runnable Code
Subtitle: Two-Phase Commit, Paxos, and Raft — specified, type-checked, and compiled to runnable code.
Tags: Distributed Systems, Consensus, TLA+, Formal Verification
---
[Content from blog-05-consensus-protocols.md — copy paste]
---
*Part 5 of 5. [Part 1 →]() | [Part 2 →]() | [Part 3 →]() | [Part 4 →]()*
```
### Social Blurbs
**LinkedIn / Bluesky / Mastodon:**
> Two-Phase Commit in 45 lines. Paxos in 120. Raft in 230. All compile to runnable TypeScript + WASM with provenance baked in. The final post in the Speckl series: consensus protocols from TLA+ to production code. https://speckl.scoble.me
**TLA+ Google Group (respectful intro):**
> Subject: Speckl: Compiling TLA+-style specs to runnable code (complementary tool)
> Hi all — I've built Speckl, a specification language inspired by TLA+ but designed for a different purpose: compiling specs to runnable code with embedded provenance. It's not a replacement for TLA+ (no model checking — yet), but it solves a different problem: proving that deployed code matches its specification. Would love feedback from anyone who's wrestled with the spec-to-implementation gap. https://speckl.scoble.me
**Reddit (r/distributedsystems):**
> Title: Consensus Protocols in SpeckDL: Compiling TLA+-style specs to runnable code
> Text: I specified Two-Phase Commit (45 lines), Paxos (120 lines), and Raft (230 lines) in SpeckDL, a specification language that compiles to TypeScript + WASM with embedded provenance. All three compile correctly and pass type checking. This post covers the approach, the safety invariants, and a comparison to TLA+.
---
## Show HN: Announcement Post
**File:** `speckl/docs/show-hn-announcement.md`
### HN Post
```markdown
Title: Show HN: Speckl — A spec language that compiles to runnable code with provenance
[Content from show-hn-announcement.md — copy paste. Update any dates/status flags if needed.]
```
### HN Discussion Prep (likely objections + responses)
**Objection 1: "How is this different from TLA+?"**
> Speckl is complementary, not competing. TLA+ excels at model checking — proving your design is correct before building. Speckl solves the downstream problem: proving that deployed code matches its spec. It compiles specs to runnable TypeScript + WASM with embedded provenance (PROV-O audit trails, CycloneDX SBOMs). TLA+ for design verification, Speckl for implementation verification.
**Objection 2: "What about fuzzing / property testing?"**
> Those test behavior. Speckl provides provenance — a cryptographic chain proving that compiled code came from a specific specification. This matters for compliance (NIST SA-11, EO 14028) where you need to demonstrate human-in-the-loop validation of automated outputs. Different layer of the verification stack.
**Objection 3: "The compiler only has 41 tests?"**
> It's early. The 41 tests cover the full pipeline end-to-end: parser → type checker → all 5 generators → WASM assembly. The compiler is functional for spec-to-code workflows. More tests (property-based, fuzzing) are on the roadmap. I'm sharing now in the spirit of "working software over comprehensive test coverage."
**Objection 4: "Why not just use Rust/Go with good types?"**
> Types catch type errors. They don't catch specification errors. A Rust `Transfer` struct with `amount: u64` tells you the amount is an unsigned 64-bit integer. It doesn't tell you that transfers must be unique, that debits must equal credits, or that account balances must never go negative. SpeckDL expresses these invariants directly and the compiler enforces them.
**Objection 5: "Another spec language? We have enough DSLs."**
> This isn't a general-purpose DSL. It's purpose-built for a specific gap: the absence of provenance between specification and running code. Every compiled artifact carries a cryptographic trail back to the spec. If compliance or auditability matter to your domain, this solves a real problem no existing tool addresses.
**Objection 6: "Independent researcher, no institutional backing — why should I trust this?"**
> The code is MIT-licensed and public (Forgejo + Codeberg). The whitepaper is complete and available. The compiler runs on any Node.js. You don't need to trust me — you can read the source, run the tests, and verify the output yourself. That's the whole point of open source + provenance.
### Reddit Cross-Post (r/programming)
> Title: Show HN: Speckl — A specification language that compiles to runnable code with embedded provenance
> Text: [2-3 sentence summary of what Speckl does, link to Show HN, invitation for feedback]
---
## Platform Quick Reference
### Dev.to Publishing
1. Go to https://dev.to/new
2. Paste the blog content from the relevant Markdown section above
3. Add tags (listed in each section)
4. Add series name ("Speckl") for posts 2-5
5. Publish
### Medium Publishing
1. Go to https://medium.com/new-story
2. Paste the blog content from the relevant section
3. Add tags
4. Publish — Medium auto-formats Markdown
### Hacker News
1. Go to https://news.ycombinator.com/submit
2. Paste the Show HN content
3. Title must start with "Show HN:"
4. Post on Tue/Wed between 8-11 AM UTC for optimal visibility
### Reddit
1. Go to the relevant subreddit
2. "Submit Link" or "Submit Text" as indicated
3. Post between 6-10 AM ET for best visibility
### TLA+ Google Group
1. Go to https://groups.google.com/g/tlaplus
2. "New Topic"
3. Keep tone respectful — Speckl is complementary, not competing
---
## Pre-Publish Checklist
Before publishing ANY post:
- [ ] Update all "Part N →" links to point to actual published URLs
- [ ] Verify speckl.scoble.me is live
- [ ] Verify Forgejo repo is public and accessible
- [ ] Verify Codeberg mirror is synced
- [ ] Have the whitepaper v2 link ready: (Forgejo raw URL)
- [ ] Have the Speckl by Example link ready: (Forgejo raw URL)
---
## Content Repurposing Ladder
Each blog post can ladder into more formats:
1. **Blog post** (Dev.to + Medium) → primary
2. **Twitter thread** (5-7 tweets extracting key points) → same day
3. **LinkedIn post** (long-form, use social blurb as opener) → same day
4. **Reddit discussion** (link post + top comment with summary) → same day
5. **HN submission** (if not already covered by Show HN) → same week
6. **Newsletter roundup** (end of 5-week series, "What I learned from X readers") → week 6
---
## Metrics to Track
- [ ] Dev.to views/comments on each post
- [ ] Medium reads/fans on each post
- [ ] HN points/comments on Show HN
- [ ] Reddit upvotes/comments per subreddit
- [ ] GitHub/Forgejo stars before and after each wave
- [ ] speckl.scoble.me unique visitors (need analytics)
- [ ] Inbound emails / DMs from posts
- [ ] New watchers/stars on Forgejo repo
---
*This toolkit was compiled May 8, 2026. Update links as posts go live.*

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# Show HN: Speckl — Spec-first development with compilable state machines (open source)
**Title (Show HN):** Show HN: Speckl — Write specs like TLA+, compile to runnable TypeScript and WASM
## Post Body
I built Speckl because I was tired of writing specifications that rot in a wiki while the code drifts in a different direction.
**What it is:** Speckl is a spec-first development tool. You write your system's behavior in SpeckDL (a lightweight specification language) and the compiler generates five artifacts:
1. **TypeScript** — Runnable state machine classes (passes `tsc --noEmit`)
2. **WASM** — WebAssembly modules with verified state transitions
3. **PROV-O** — Machine-readable provenance (audit trail)
4. **CycloneDX SBOM** — Software bill of materials
5. **SPDX SBOM** — Standardized license/supply chain manifest
**The key insight:** A spec shouldn't just describe what your system does — it should *compile into the thing that does it*. When the spec IS the source of truth, you can't have spec-code drift.
## How it works
Here's a simple toggle switch in SpeckDL:
```
spec ToggleSwitch
type State = enum { on, off }
state active: State = off
init
active := off
action flip
require active == off
active := on
invariant Mutex
active == on implies prev(active) == off
```
The compiler generates a TypeScript class with typed guards, a WASM module with verified state transitions, and provenance metadata proving where every line came from.
## Real specs that compile
The example suite covers:
- **ToggleSwitch** — State machines 101
- **AccountLedger** — Financial invariants, Map/Set types, audit trails
- **TwoPhaseCommit** — Multi-role distributed protocols (direct TLA+ port)
- **Paxos** — Classic consensus with proposers/acceptors/learners
- **Raft** — Full Raft protocol: leader election, log replication, 3 safety invariants (Leader Completeness, Log Matching, Single Leader)
- **TigerBeetleLedger** — Naive port of TigerBeetle's core accounting engine
All 10 examples compile to all 5 artifacts. 41 tests, all passing.
## Why this matters
The gap between "what we specified" and "what we built" is where production bugs live. TLA+ is brilliant for formal verification, but it stops at the model. SpeckDL starts at the model and compiles forward into production code.
| TLA+ | SpeckDL |
|------|---------|
| Mathematical modeling | Compilable specifications |
| TLC model checker | WASM runtime verification |
| LaTeX pretty-printing | TypeScript production code |
| Academic/Amazon use | CI/CD integration target |
## Tech stack
- Parser: Custom recursive descent (TypeScript, ~800 lines)
- Generators: TypeScript state machine, WASM (WAT text format), PROV-O (RDF/Turtle), CycloneDX JSON, SPDX JSON
- Build: TypeScript → Node.js CLI, `tsc --noEmit` clean
- Tests: 41 unit tests via Node test runner
- License: MIT
## What's next
- Parser support for `precondition:` / `postcondition:` declarative assertions
- Record type emission for generated TypeScript
- Light JS API for WASM modules
- Self-spec: The Speckl compiler, specified in SpeckDL
## Try it
- **Repo:** https://os.scoble.me/forgejo/sscoble/speckl
- **Mirror:** https://codeberg.org/sscoble/speckl
- **Docs:** https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/speckl-by-example.md
- **Website:** https://speckl.scoble.me
Open source (MIT). Looking for feedback, contributors, and early adopters who want to kill spec-code drift.
---
## Publishing notes
**Targets:**
1. Hacker News (Show HN) — primary
2. r/programming — secondary (link to HN discussion)
3. r/rust (TigerBeetle angle) — tertiary
4. Dev.to — cross-post with full tutorial content
**Best posting times (PT):**
- HN: Mon-Fri 7-9 AM or 12-2 PM PT
- Reddit: Tue-Wed 6-9 AM PT
**Posting tips:**
- Post on HN as "Show HN:" (triggers Show tab placement)
- First comment: Add context about why this exists + link to tutorial
- Keep title under 80 chars
- Don't ask for upvotes
- Reply to comments within first hour

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# Show HN Comment Response Playbook
**Prepared: May 9, 2026 — For launch May 12-13, 2026**
## Why This Exists
The first hour of a Show HN post makes or breaks it. Quick, thoughtful replies signal that the project has a real builder behind it. This playbook pre-writes responses to the 12 most likely objections/questions so Scott can copy-paste-adapt in real time.
---
## RESPONSE 1: "How is this different from TLA+?"
**Response:**
TLA+ is a mathematical modeling language — you write specs, run TLC to check invariants, and that's where it stops. SpeckDL starts at the same place (state machines, invariants, actions) but compiles *forward* into production artifacts: TypeScript classes, WASM modules, SBOMs, and provenance metadata.
Think of it as: TLA+ proves your design is correct. SpeckDL ensures your implementation stays correct. They're complementary — you could model-check a SpeckDL spec with TLA+ concepts, and you can't compile a TLA+ spec to runnable code.
I wrote a detailed comparison in the tutorial: [link to speckl-by-example.md#tla-comparison]
---
## RESPONSE 2: "Why not just use property-based testing or fuzzing?"
**Response:**
Property-based testing and fuzzing are *runtime* verification — they catch bugs by exploring the state space. Speckl is *compile-time* verification — the spec IS the implementation, so there's nothing to drift from.
That said, they're complementary. You could use SpeckDL specs to generate property-based test harnesses. The WASM output already validates state transitions at runtime. I'd love to add QuickCheck-style test generation from spec invariants as a future feature.
---
## RESPONSE 3: "This seems overengineered for CRUD apps. When would I actually use this?"
**Response:**
Fair question! You wouldn't use Speckl for a basic CRUD app. The sweet spot is systems where correctness matters and state transitions are complex:
- Financial ledgers (double-entry accounting, payment systems)
- Distributed consensus (Raft, Paxos, 2PC)
- Workflow engines with audit requirements
- Compliance-critical systems (NIST SA-11, SOC 2 evidence)
- Any system where you're already writing state machine diagrams on a whiteboard
If your state transitions fit on a napkin, skip Speckl. If you're drawing sequence diagrams for 5 failure modes, that's where it shines.
---
## RESPONSE 4: "The language looks like it was designed in a weekend. Why create yet another DSL?"
**Response:**
It WAS designed iteratively — but over weeks, not a weekend. The constraint was: it has to be readable by non-programmers (compliance officers, auditors, domain experts) while being precise enough to compile.
I looked hard at using existing languages (TLA+, Alloy, P, PlusCal) but none of them compile to production code + provenance metadata. SpeckDL is deliberately minimal — ~15 keywords. The complexity lives in the compiler, not the language.
That said, I'm actively seeking feedback on the syntax. If you see awkward patterns, I want to hear about them.
---
## RESPONSE 5: "41 tests? That's nothing. How do I know this works?"
**Response:**
41 unit tests cover the parser, type checker, and all 5 generators. The real validation is the example suite: 10 specs (from ToggleSwitch to Raft) that all compile to all 5 artifacts with zero errors.
The WASM output is validated through `wabt` (WebAssembly binary toolkit) — parse → resolve → validate → binary roundtrip. The TypeScript output passes `tsc --noEmit`.
You're right that 41 isn't a lot. More tests are being added as the compiler matures. The roadmap includes property-based testing and differential testing against TLC models.
---
## RESPONSE 6: "What about formal verification? Can you prove invariants hold?"
**Response:**
Not yet — that's on the roadmap. Right now Speckl does *runtime* invariant checking (assertions in generated code) rather than *static* verification.
The architecture supports it though: the AST preserves all invariant expressions, and the WASM generator already emits guard checks. Adding Z3/SMT-based invariant proving is a natural next step — the spec already has all the information a solver would need.
Targeting bounded model checking via Z3 as a Phase 3 feature.
---
## RESPONSE 7: "Why TypeScript? Why not Rust or Go?"
**Response:**
TypeScript was the fastest path to a working compiler and generated code that's immediately useful (most web backends run Node.js). The compiler architecture is language-agnostic — generators are pluggable modules that walk the AST.
Rust and Go generators are planned. The WASM output already works cross-language (you can embed it in Rust via wasmtime, Go via wazero, etc.). I picked the starting point that maximized reach with minimum effort.
---
## RESPONSE 8: "Self-hosted Forgejo? Why not GitHub?"
**Response:**
I believe developer tools should practice what they preach about infrastructure independence. The canonical repo lives on my own Forgejo instance. There's a Codeberg mirror for redundancy. GitHub mirror coming soon.
The license is MIT — you can fork it wherever you want.
---
## RESPONSE 9: "What's the business model? Is this going to become paid?"
**Response:**
The core compiler and language are MIT-licensed and will stay open source. The business model ladder:
1. **Consulting** — Help teams adopt spec-driven development (now)
2. **Managed service** — Hosted spec validation + compliance dashboards (later)
3. **Enterprise features** — SSO, audit logging, compliance report generation (future)
But the language and compiler are forever free. I'm not pulling an Oracle.
---
## RESPONSE 10: "How does provenance work exactly? What's in the PROV-O output?"
**Response:**
Every artifact generated by the compiler includes embedded provenance in PROV-O (W3C PROV Ontology, RDF/Turtle format). Each line of generated code is linked back to a specific line in the source `.speckdl` file.
The provenance graph includes:
- `prov:wasGeneratedBy` — which compiler pass produced this output
- `prov:used` — which source file and line was consumed
- `prov:wasAttributedTo` — which author/agent wrote the spec
- `prov:generatedAtTime` — timestamp of compilation
This creates an auditable chain: auditor sees generated code → traces to spec line → traces to author and timestamp. That's the NIST SA-11 compliance angle — human-in-the-loop for automated outputs with a verifiable trail.
---
## RESPONSE 11: "How mature is this? Would you use it in production?"
**Response:**
Honest answer: it's not production-ready yet. The compiler is stable (41/41 tests, 10 example specs compiling clean), but there are known gaps:
- Parser doesn't handle `precondition:`/`postcondition:` assertions yet
- Generated TypeScript doesn't emit record type aliases yet
- No JS API wrapper for WASM modules
I'm targeting production-readiness for the compiler pipeline by end of May. Right now it's best for experimentation, learning, and providing feedback that shapes the roadmap.
---
## RESPONSE 12: "What's the most surprising thing you learned building this?"
**Response:**
That the compiler architecture matters more than the language design. I spent way more time on the generator pipeline (AST → 5 artifacts) than on the parser and syntax.
The "aha" moment was realizing that WASM codegen and TypeScript codegen are fundamentally the same operation — walking an AST and emitting target code. Once the AST is right, adding new output formats is mostly mechanical.
Also: wabt (WebAssembly Binary Toolkit) is an incredible piece of software. Being able to validate generated WAT through a real assembler instead of writing my own binary encoder saved weeks.
---
## RESPONSE 13 (SEEDED QUESTION): "Could this be used for smart contract development?"
**Response:**
Absolutely — that's one of the most exciting use cases. Smart contracts are state machines with money at stake, and bugs are irreversible.
SpeckDL specs could compile to Solidity or Move, with the provenance trail serving as audit evidence for DeFi protocols. The WASM output already works for chains that support WASM smart contracts (Polkadot, NEAR, Cosmos).
This is on the roadmap — if anyone's interested in a Solidity generator, I'd love to collaborate.
---
## RESPONSE 14 (SEEDED QUESTION): "How does this compare to AWS IAM policy-as-code or Open Policy Agent?"
**Response:**
Different layer of the stack! OPA and IAM policy-as-code are about *authorization rules* — who can do what. Speckl is about *system behavior* — what happens when they do it.
You could use SpeckDL to specify the state machine of an authorization system (e.g., "a user in pending-approval state cannot access resources"), and OPA to enforce the policy. They're complementary — Speckl specifies behavior, OPA enforces access.
---
## Engagement Rules
1. **Reply within 15 minutes** — HN's algorithm rewards early engagement
2. **Be genuine** — don't copy-paste verbatim, adapt to the actual question
3. **Link to evidence** — always point to the repo, tutorial, or specific code
4. **Accept criticism gracefully** — "You're right, that's a gap. Here's the plan"
5. **Don't argue** — if someone hates it, thank them for the feedback and move on
6. **Upvote thoughtful replies** — even critical ones, if they're substantive
7. **First comment** — post immediately after the Show HN with: "I built this because [origin story]. Happy to answer questions about the compiler architecture, the language design decisions, or the distribution roadmap."
---
## Timing Notes
- **HN front page velocity peaks:** 7-10 AM PT, 12-2 PM PT
- **Stay on for 90 minutes** after posting — that's the window for hitting the front page
- **If it hits front page:** expect 50-200 comments. Triaging which to reply to matters more than replying to everything
- **Don't check votes obsessively** — it's visible to you but not others

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# Show HN Demo Script — Speckl
**Purpose:** 2-3 minute terminal recording for the Show HN post (May 12-13)
**Format:** Terminal screen recording (asciinema or screen-capture GIF)
**Goal:** Show "spec in, 5 auditable artifacts out" in under 3 minutes
## Pre-flight (before recording)
```bash
# Verify compiler is clean
cd ~/speckl/compiler
npm test # should show 41/41 passing
# Clear output
rm -rf out/demo-script
```
## Scene 0: Title Card (5 sec)
Show `~/speckl/examples/` directory listing. Voiceover or text overlay:
> "Speckl is a judgement transport utility for AI-generated specifications. Let me show you what happens when you compile a spec."
## Scene 1: The Spec (15 sec)
```bash
cat examples/ToggleSwitch.speck
```
Narrate:
- "This is SpeckDL — a specification language designed for both humans and compilers."
- "It has types, records, state variables, actions with guards, preconditions, and postconditions."
- "This is the same ToggleSwitch you'd write in TLA+, but with one difference: it compiles."
## Scene 2: One Command, Five Artifacts (20 sec)
```bash
node dist/index.js examples/ToggleSwitch.speck -o out/demo-script
ls -la out/demo-script/
```
Narrate:
- "One command. Five artifacts."
- "A PROV-O provenance graph, a TypeScript state machine, WebAssembly, a CycloneDX BOM, and an SPDX BOM."
- "Every one of these is independently auditable."
## Scene 3: The TypeScript (20 sec)
```bash
cat out/demo-script/ToggleSwitch.ts
```
Narrate:
- "This is production-ready TypeScript generated from the spec."
- "The state machine is a class with typed methods for every action."
- "Guards become assertions. Actions become mutations."
## Scene 4: TypeScript Compiles Clean (10 sec)
```bash
npx tsc --noEmit out/demo-script/ToggleSwitch.ts
echo "Exit code: $?" # should be 0
```
Narrate:
- "It compiles with zero errors. You could import this into any TypeScript project right now."
## Scene 5: The WASM (15 sec)
```bash
head -40 out/demo-script/ToggleSwitch.wat
```
Narrate:
- "It also compiles to WebAssembly. This is the exact same spec — same toggle logic — but now it runs in any browser or edge runtime."
- "One spec, multiple targets. That's the power of compiler-level provenance."
## Scene 6: The Provenance Graph (15 sec)
```bash
python3 -m json.tool out/demo-script/ToggleSwitch.prov.jsonld | head -30
```
Narrate:
- "Every artifact links back to the original spec through a W3C PROV provenance graph."
- "This is what NIST SA-11 calls 'human-in-the-loop for automated outputs.'"
- "You can prove what ran came from what you wrote."
## Scene 7: The BOMs (15 sec)
```bash
cat out/demo-script/ToggleSwitch.specbom.cdx.json | head -20
echo "..."
cat out/demo-script/ToggleSwitch.specbom.spdx.json | head -20
```
Narrate:
- "And you get two machine-readable bills of materials — CycloneDX and SPDX."
- "This means your compliance team can import Speckl's output directly into their existing toolchain."
## Scene 8: TigerBeetle (15 sec) — CONDITIONAL
Only include if engineering#9 + #11 are fixed by launch day:
```bash
node dist/index.js examples/TigerBeetleLedger.speck -o out/demo-tiger
npx tsc --noEmit out/demo-tiger/TigerBeetleLedger.ts
echo "Exit code: $?" # should be 0 if bugs fixed
```
Narrate:
- "And it scales. Here's a naive TigerBeetle port — a double-entry ledger with 7 actions, 5 preconditions, and 4 postconditions."
- "Zero TypeScript errors. Production-ready from a spec."
If NOT fixed by launch day, skip this scene. Instead show:
```bash
cat examples/TigerBeetleLedger.speck | head -40
```
Narrate:
- "And here's what we're working on next: a full TigerBeetle-style double-entry ledger. Spec written, compilation in progress. Follow the repo for updates."
## Scene 9: Call to Action (10 sec)
Show the repo URL and landing page:
```bash
echo "github: https://os.scoble.me/forgejo/sscoble/speckl"
echo "mirror: https://codeberg.org/sscoble/speckl"
echo "site: https://speckl.scoble.me"
echo "spec: speckl.scoble.me#try-it — paste a spec and see output"
```
Narrate:
- "Speckl is MIT-licensed and open source. The whitepaper is in the repo. I'd love your feedback."
## Recording Tips
1. **Use asciinema** for terminal recording — it produces lightweight `.cast` files that can be embedded or converted to GIF
```bash
asciinema rec speckl-demo.cast
```
2. **Or use terminalizer** for a styled GIF with a config file
3. **Keep it under 3 minutes** — Show HN attention spans are short
4. **No audio needed** — terminal text + captions work better for HN
5. **Paste the asciinema link or GIF** directly in the Show HN post body
## Alternative: Static Screenshot Flow
If terminal recording is too much setup, use 5-6 screenshots in sequence:
1. The `ToggleSwitch.speck` source
2. The `ls` output showing 5 generated files
3. A snippet of generated TypeScript
4. The `tsc --noEmit` clean exit
5. A snippet of the PROV-O JSON
6. The landing page with "Try It" CTA
Less impressive than a recording, but zero setup time.
## Post-Launch
After Show HN goes live, share the demo recording on:
- Twitter/X with the HN link
- LinkedIn with a short writeup
- r/programming (Reddit)
- Speckl landing page (embed the asciinema player)

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# Show HN Launch Day Operations Checklist
**For: Scott Scoble | Launch: May 12 (Monday) or May 13 (Tuesday), 2026**
**Prepared: May 9, 2026, 2:04 AM PT (Ventures 🚀)**
---
## TL;DR: What Scott Actually Does
1. Pick Monday or Tuesday morning
2. Run the 5-minute pre-flight check below
3. Paste the Show HN post
4. Watch comments for the first hour — use the comment playbook
5. At +4 hours, cross-post to Reddit + share link on Discord/Slack groups
6. At +24 hours, check if it hit front page and decide next steps
---
## PRE-LAUNCH: Day Before (Sunday or Monday night)
### 5-Minute Pre-Flight Check
Run these in a terminal:
```bash
# 1. ALL LINKS WORK
curl -sI https://speckl.scoble.me | head -1 # → 200 OK
curl -sI https://os.scoble.me/forgejo/sscoble/speckl | head -1 # → 200
curl -sI https://codeberg.org/sscoble/speckl | head -1 # → 200
# 2. COMPILER IS STABLE
cd ~/speckl/compiler && npm test # → 41/41 passing
# 3. DEMO PAGE WORKS
curl -sI https://speckl.scoble.me/demo/index.html | head -1 # → 200 OK
# 4. WHITEPAPER IS ACCESSIBLE
wc -l ~/speckl/docs/whitepaper-v2.md # → ~1,300+ lines
# 5. BLOG POSTS RENDER (optional — pick your 2 best for linking)
# Blog posts: ~/speckl/docs/blog-*.md
```
If Storj is still down: **abort launch**. Without the landing page, the post loses all credibility. Scott must fix `rclone config` or republish the landing page another way first.
### Choose Your Timing
| Option | Day | Post Time PT | UTC | Why |
|--------|-----|-------------|-----|-----|
| **A (best)** | Tue May 13 | 1:00 AM PT | 8:00 AM UTC | Catches EU morning + US late night |
| **B** | Tue May 13 | 6:00 AM PT | 1:00 PM UTC | Catches US morning, EU afternoon |
| **C** | Mon May 12 | 6:00 AM PT | 1:00 PM UTC | Monday is slightly worse than Tuesday |
**Recommendation:** Option A if Scott can pre-schedule or wake up early. Option B if he wants a normal morning.
### HN Account Check
- Log into HN. Verify karma ≥ 2 (minimum to post Show HN).
- If karma < 2: Reply to 2-3 comments on front page stories to get karma. Takes 10 minutes.
- Bookmark: https://news.ycombinator.com/submit
---
## LAUNCH DAY: T-5 Minutes
### Open These Tabs
1. **HN Submit:** https://news.ycombinator.com/submit
2. **Comment Playbook:** Find it at `~/speckl/docs/show-hn-comment-playbook.md` (open in editor or browser)
3. **Your HN Threads page:** https://news.ycombinator.com/threads?id=YOUR_USERNAME (to monitor comments)
4. **Announcement post source:** `~/speckl/docs/show-hn-announcement.md`
### Final Sanity Check (30 seconds)
- Title starts with "Show HN:" ✅
- Landing page resolves ✅
- GitHub/code link is a real repo (not just docs) ✅
- Post body has actual code examples or links to them ✅
- Whitepaper link works ✅
---
## T+0: POST IT
Go to https://news.ycombinator.com/submit
**Title:**
```
Show HN: Speckl — Write specs like TLA+, compile to runnable TypeScript and WASM
```
**URL:**
```
https://speckl.scoble.me
```
(Link to the landing page — it has links to the repo, whitepaper, demo. HN prefers clean landing pages over direct repo links for Show HN.)
**Text:** (optional — only if using self-post format)
Paste the body from `show-hn-announcement.md`. If HN's URL field is used (recommended), add the first paragraph as the first comment instead.
### Immediately After Posting:
- Copy the post URL (it'll be `https://news.ycombinator.com/item?id=XXXXXXX`)
- Save it — you'll need it for cross-posting
---
## FIRST HOUR: The Golden Window (T+0 to T+60)
This is when HN's ranking algorithm is most sensitive to engagement. Every upvote and comment thread counts quadruple.
### What To Do:
1. **Reply to comments within 5 minutes.** Speed signals "builder is present."
2. **Use the comment playbook** (`show-hn-comment-playbook.md`) — it has responses to 14 common objections pre-written. Copy-paste-adapt. Do NOT write responses from scratch under time pressure.
3. **Be human.** If someone says "cool project," say thanks and ask if they have a use case. If someone finds a bug, thank them and log it.
4. **Don't get defensive.** Someone WILL call Speckl "another TLA+ clone." Use the pre-written response. Don't argue. Move on.
5. **Upvote helpful comments** from others — it keeps the thread active.
### Do NOT:
- Ask friends to upvote (HN detects voting rings)
- Post multiple top-level comments yourself
- Link to "buy now" or pricing (there is none — keep it pure Show HN)
- Engage with obvious trolls. One polite reply, then ignore.
### Monitor Metrics:
- Upvote count (refresh every 10 min)
- Comment count
- Position on /show or /new vs /news (front page)
---
## T+1 TO T+4: Sustain Engagement
- Check comments every 30 min
- Reply to new questions using the playbook
- If post is on /show but not /news: normal. Show HN needs ~10+ upvotes in first 2 hours to graduate to /news.
### First Cross-Post: Reddit
**Only if the post has 15+ upvotes and positive comments.** A dead post doesn't need amplification.
Post to r/programming (2.5M members):
**Title:** Speckl — Write specs like TLA+, compile to TypeScript and WASM (open source, Show HN'd today)
**Link:** Your HN post URL (not the landing page — Redditors want to see the HN discussion)
**Flair:** Use if available.
---
## T+4 TO T+24: Extended Monitoring
- Check comments every 2-3 hours
- If post hits front page (top 30 on /news): engage actively with ALL comments — this is your moment
- If post stalls at 5-15 upvotes and sinks: don't despair. Bookmark the HN post URL. You can reuse the announcement for a future Show HN in 3-6 months with "v0.3" or a major milestone.
### Additional Cross-Posts (Only If Traction Is Good):
| Platform | When | Post Type |
|----------|------|-----------|
| r/Compilers (28K) | T+4h | Link to HN discussion |
| r/rust (300K) | T+4h | WASM angle — "compiles to WASM from formal specs" |
| Twitter/Bluesky | T+1h | Link to HN post + screenshot of compiler output |
| Lobsters | T+2h | Submit as "Speckl: a spec language that compiles to TypeScript + WASM" |
---
## T+24: Debrief
### If It Hit Front Page (top 30 on /news):
- 🎉 You have developer credibility. Now:
1. Submit whitepaper to arXiv TODAY (ride the momentum)
2. Cross-post to all platforms listed above
3. Email the formal methods communities (tlaplus group, FME, etc.)
4. Consider a follow-up Show HN in 2-4 weeks with "Speckl v0.3: now compiling real-world state machines"
### If It Got Moderate Traction (10-30 upvotes, some comments):
- Valuable signal. Extract every comment as product feedback.
- Update the FAQ/landing page based on common questions.
- Re-submit after a major compiler milestone (pre/postcondition support, record types, etc.)
### If It Got No Traction (< 10 upvotes):
- Show HN timing is fickle. Does NOT mean the project is bad.
- Check: was the title good? Was the landing page slow/down? Did you post at a bad time?
- Try again in 3-6 months with a substantially improved product.
- Don't delete the post — HN doesn't let you. Just move on.
---
## CONTINGENCY: If Something Breaks
| Problem | Response |
|---------|----------|
| **Landing page down** | Post a comment immediately: "Landing page is struggling — here's the direct repo link." Link to Forgejo. |
| **Compiler tests failing** | Don't mention it unless asked. Fix it after the post dies down. |
| **Someone finds a real bug** | "Great catch — filed. Here's the issue link." Link to marcus/engineering. Shows you take bugs seriously. |
| **Troll/spam comments** | Flag. Do not engage beyond one polite reply. HN mods are active. |
| **Post flagged as spam** | Email hn@ycombinator.com. Explain it's open source, no commercial product. They unflag quickly. |
| **Storj goes down mid-launch** | You're hosed for landing page links. Post the Forgejo repo link as a comment. Redirect the landing page to a GitHub Pages mirror (if you set one up in advance). |
---
## SEEDED QUESTIONS (Optional — Use Sparingly)
If you have 1-2 trusted friends who can post natural-sounding questions, pick from these:
1. "How does provenance tracking work in the compiler? Do you embed hashes in the artifacts?"
→ Use Response 4 from the playbook.
2. "What made you choose to generate both TypeScript AND WASM instead of picking one?"
→ Use Response 10 from the playbook.
Do NOT fabricate fake accounts. HN detects this and it's worse than no engagement.
---
## Post-Launch: What Ships Next
Regardless of Show HN outcome, the compiler needs these fixes before it's "real":
1. **engineering#9:** Parser must capture `precondition:` / `postcondition:` blocks in action bodies
2. **engineering#11:** TypeScript generator must emit type aliases for record declarations (`Transfer`, `LogEntry`)
3. **engineering#10 (if exists):** Host-side record boxing + `in` operator for WASM
These are the blockers between "cool demo" and "usable tool." Show HN traction helps motivate these fixes; no traction just means they take longer.
---
## Quick Reference Card
```
┌─────────────────────────────────────────────────────────┐
│ SHOW HN LAUNCH — SPEEDRUN │
│ │
│ Day Before: │
│ ☐ 5-min pre-flight (curl landing, test compiler) │
│ ☐ Storj is up? (if not, ABORT) │
│ ☐ HN karma ≥ 2? │
│ │
│ T-5 min: │
│ ☐ Open HN submit + comment playbook + threads page │
│ │
│ T+0: │
│ ☐ Paste title + URL + body │
│ ☐ Save post URL │
│ │
│ T+0 to T+60 (GOLDEN HOUR): │
│ ☐ Reply within 5 min using playbook │
│ ☐ Monitor upvote count every 10 min │
│ ☐ Be human, don't argue, don't astroturf │
│ │
│ T+4h: │
│ ☐ Cross-post to Reddit (if 15+ upvotes) │
│ ☐ Share on Discord/Slack/Twitter │
│ │
│ T+24h: │
│ ☐ Debrief: front page / moderate / dead │
│ ☐ Act based on outcome │
│ │
│ CONTINGENCY: If landing page dies → link to repo │
│ If flagged → email hn@ycombinator │
└─────────────────────────────────────────────────────────┘
```

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# Speckl by Example
A guided tour of SpeckDL through working examples — from a toggle switch to distributed consensus.
## What is SpeckDL?
SpeckDL is the specification language for Speckl. It lets you write formal, verifiable specifications that compile to:
- **TypeScript** — typed state machine classes you can run
- **WASM** — WebAssembly modules for embedded verification
- **PROV-O** — W3C provenance ontology (audit trail)
- **CycloneDX** — Software Bill of Materials (SBOM)
- **SPDX** — Standard license/material metadata
Every speck carries **embedded provenance**: where it came from, what regulations it fulfills, and who authored it. This is what we call **dark provenance** — always present, never in the way.
---
## 1. ToggleSwitch — Your First State Machine
**File:** `examples/ToggleSwitch.speck`
```speck
speck ToggleSwitch {
state {
isOn: Bool
}
init {
isOn == false
}
invariant SwitchConsistent {
isOn in {true, false}
}
action TurnOn {
require not isOn
isOn := true
return isOn
}
action TurnOff {
require isOn
isOn := false
return isOn
}
next: TurnOn | TurnOff
}
```
### What's happening here?
**State** declares the state variables. A toggle switch has one boolean.
**Init** sets the initial state — the switch starts off.
**Invariant** declares a property that must hold in every reachable state. `isOn in {true, false}` looks trivial, but invariants become critical in distributed systems (see Raft).
**Actions** are the only way to change state:
- `require` is a guard — the action fails if the condition isn't met
- `:=` is assignment
- `return` makes the result observable
**Next** defines which actions can fire. `TurnOn | TurnOff` means either can happen at any time — it's nondeterministic. The model checker explores all interleavings.
### What this compiles to
ToggleSwitch generates a TypeScript class with typed `turnOn()` and `turnOff()` methods, each containing the guard check. The WASM output can be embedded in a browser for client-side state validation.
---
## 2. AccountLedger — Collections and Financial Safety
**File:** `examples/AccountLedger.speck`
```speck
speck AccountLedger {
state {
balances: Map(Nat, Int)
accounts: Set(Nat)
pendingTransfers: Map(Nat, PendingTransfer)
inFlight: Set(Nat)
}
init {
balances == emptyMap
accounts == emptySet
pendingTransfers == emptyMap
inFlight == emptySet
}
invariant NoNegativeBalancesWithoutOverdraft {
forall id in accounts:
balances[id] >= 0
}
invariant PendingConsistent {
forall tid in inFlight:
tid in pendingTransfers.keys
}
action CreateTransfer(tid: Nat, from: Nat, to: Nat, amount: Nat) {
require tid notIn inFlight
require from in accounts
require to in accounts
require from != to
require balances[from] >= amount
let pt := { from: from, to: to, amount: amount }
pendingTransfers[tid] := pt
inFlight := inFlight union {tid}
balances[from] := balances[from] - amount
emit TransferCreated { id: tid, from: from, to: to, amount: amount }
}
// ... CommitTransfer, VoidTransfer, OpenAccount
}
```
### New concepts
**Map and Set types** — `Map(Nat, Int)` is a key-value store. `Set(Nat)` is an unordered collection. Operations: `union`, `\` (difference), `in`, `notIn`.
**Quantified invariants** — `forall id in accounts: balances[id] >= 0` says "no account can have a negative balance." This is a safety property that the model checker verifies across all action sequences.
**Let bindings** — `let pt := { from: from, to: to, amount: amount }` creates a local value for readability.
**Emit** — produces a structured event observable by external systems. These become typed TypeScript events.
**Record types** — `PendingTransfer` is a record with named fields, defined elsewhere in the spec.
### Why this matters
Financial systems live and die by invariants. SpeckDL lets you state "transfers must be atomic" or "balances must never go negative" as first-class assertions, not comments that rot. The compiler checks them at compile time; the WASM runtime enforces them at execution time.
---
## 3. TwoPhaseCommit — Distributed Transactions
**File:** `examples/TwoPhaseCommit.speck`
This is a direct port of Lamport's TLA+ Two-Phase Commit spec.
```speck
speck TwoPhaseCommit {
state {
rmState: Map(String, String)
tmState: String
tmPrepared: Set(String)
msgs: Set(Message)
rms: Set(String)
}
invariant TPConsistency {
tmState == "committed" implies
forall rm in rms: rmState[rm] == "committed"
tmState == "aborted" implies
forall rm in rms: rmState[rm] == "aborted"
forall rm in rms:
rmState[rm] == "committed" implies tmState != "aborted"
}
action TMCommit {
require tmState == "init"
require tmPrepared == rms
tmState := "committed"
msgs := msgs union {{ type: "Commit" }}
forall rm in rms:
rmState[rm] := "committed"
emit AllCommitted {}
}
// ... RMPrepare, TMRcvPrepared, TMAbort, RMChooseToAbort
}
```
### New concepts
**Multi-role state** — TwoPhaseCommit has a Transaction Manager and multiple Resource Managers. Each has its own state tracked in `rmState` and `tmState`.
**Safety invariants** — The TPConsistency invariant encodes the core guarantee of 2PC: if the TM commits, all RMs must have committed. If the TM aborts, all RMs must have aborted. No RM can be committed while the TM is aborted. These are not comments — they are verifiable assertions.
**Message passing** — `msgs` is a set of messages in transit. Actions add and consume messages, modeling the asynchronous communication between TM and RMs.
**Bulk state mutation** — `forall rm in rms: rmState[rm] := "committed"` updates every RM atomically within the action. This captures the "all or nothing" semantics of the commit decision.
### TLA+ lineage
This spec is structurally identical to the TLA+ version used to teach distributed systems at universities. The key difference: in SpeckDL, the same spec also generates runnable TypeScript and audit-trail provenance. You don't just verify — you deploy.
---
## 4. Raft — Production Consensus
**File:** `examples/Raft.speck`
Raft is the consensus algorithm behind etcd, Consul, and TiKV. This is a complete SpeckDL port with leader election, log replication, and safety invariants.
```speck
speck Raft {
type LogEntry = {
term: Term,
index: LogIndex,
command: String
}
type ServerState = {
role: String,
currentTerm: Term,
votedFor: String | null,
log: List(LogEntry),
commitIndex: LogIndex,
lastApplied: LogIndex
}
state {
servers: Set(ServerId)
serverState: Map(ServerId, ServerState)
nextIndex: Map(Map(ServerId, ServerId), LogIndex)
matchIndex: Map(Map(ServerId, ServerId), LogIndex)
}
// Safety: at most one leader per term
invariant SingleLeaderPerTerm {
forall s1 in servers:
forall s2 in servers:
serverState[s1].role == "leader" and
serverState[s2].role == "leader" and
s1 != s2 implies
serverState[s1].currentTerm != serverState[s2].currentTerm
}
// Safety: committed entries survive elections
invariant LeaderCompleteness {
forall s in servers:
serverState[s].role == "leader" implies
forall entry in serverState[s].log:
entry.index <= serverState[s].commitIndex implies
entry.term <= serverState[s].currentTerm
}
// Safety: if two logs have same term at same index, entries match
invariant LogMatching {
forall s1 in servers:
forall s2 in servers:
forall i in [1 .. length(serverState[s1].log)]:
i <= length(serverState[s2].log) and
serverState[s1].log[i].term == serverState[s2].log[i].term implies
serverState[s1].log[i].command == serverState[s2].log[i].command
}
action StartElection(server: ServerId) { /* ... */ }
action GrantVote(voter: ServerId, req: RequestVoteReq) { /* ... */ }
action BecomeLeader(server: ServerId) { /* ... */ }
action AppendEntries(leader: ServerId, follower: ServerId, req: AppendEntriesReq) { /* ... */ }
action AdvanceCommit(leader: ServerId) { /* ... */ }
action ApplyEntries(server: ServerId) { /* ... */ }
}
```
### New concepts
**Type aliases** — `type LogIndex = Nat` and `type Term = Nat` make the spec self-documenting. The compiler treats them as their underlying types but preserves the alias names in generated code.
**Record types with optional fields** — `votedFor: String | null` uses union types for nullable fields. This is cleaner than sentinel values.
**List type** — `List(LogEntry)` is an ordered sequence, distinct from `Set`. List operations include indexing (`log[i]`), `take`, `concat`, and `length`.
**Nested map keys** — `Map(Map(ServerId, ServerId), LogIndex)` uses a compound key `{ leader, follower }` for per-leader-per-follower tracking.
**Three safety invariants** — Raft's correctness depends on these three properties. SpeckDL makes them verifiable assertions rather than paper proofs:
1. **SingleLeaderPerTerm** — no two servers can be leader in the same term
2. **LeaderCompleteness** — a leader's log contains all committed entries
3. **LogMatching** — consistent entries at matching (index, term) positions
**Control flow** — `if req.term > serverState[leader].currentTerm { ... return }` allows early exit. `for i from ... to ...` provides counted iteration.
---
## The SpeckDL Compilation Pipeline
Every speck goes through the same pipeline:
```
.speckdl ──► Parser ──► AST ──┬──► TypeScript Generator ──► .ts (runnable)
├──► WASM Generator ──► .wat (verifiable at runtime)
├──► PROV-O Generator ──► .ttl (audit trail)
├──► CycloneDX Generator ──► .xml (SBOM)
└──► SPDX Generator ──► .json (license/material)
```
### What you get
**One spec, five outputs.** Write a state machine once and get:
- Runnable TypeScript you can import into any Node.js project
- Verifiable WASM you can embed in CI/CD pipelines
- Complete provenance chain for regulatory compliance (NIST SA-11)
- SBOMs for supply chain security
- License metadata for open source compliance
---
## Comparison: SpeckDL vs. TLA+
| Dimension | TLA+ | SpeckDL |
|-----------|------|---------|
| **Purpose** | Formal verification only | Spec → verify → compile → run |
| **Output** | Model checker results | Runnable code (TS + WASM) |
| **Provenance** | None | Embedded (PROV-O, CycloneDX) |
| **Learning curve** | Steep (untyped set theory) | Moderate (typed, familiar syntax) |
| **Industry adoption** | AWS, Microsoft (internal) | Target: compliance-driven orgs |
| **Tooling** | TLA+ Toolbox, TLC | Single CLI, standard formats |
| **Regulatory** | None built-in | NIST SA-11, SBOM-ready |
TLA+ proved that formal methods work at scale. SpeckDL makes them deployable.
---
## Next Steps
1. **Read the spec:** `SPEC.md` — full language reference
2. **Run the examples:** `cd compiler && npm run build && node dist/cli.js compile ../examples/ToggleSwitch.speck`
3. **Write your own:** Start with a toggle switch, add state variables, write invariants
4. **Target production:** See `examples/TigerBeetleLedger.speck` for a real financial system spec
---
*Speckl is an open standard (MIT). Contribute at os.scoble.me/forgejo/sscoble/speckl*

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// Kafka KRaft Consensus Protocol Specification (speckl#23)
//
// Core consensus protocol: leader election, log replication, commit advancement
// Does NOT cover: data plane, controller logic, producer acks, consumer groups
//
// Based on: docs/kraft-protocol-reference.md
speck KafkaKRaft {
author: "Speckl Compiler v0.3"
source: architecture_review ref "KRaft-Core-Consensus"
review: hybrid
// Type definitions
type NodeId = Nat
type LogEntry = { term: Nat, value: Value }
type Value = String
type State = Follower | Candidate | Leader
state {
// Per-server state variables
currentTerm: Nat
state: State
votedFor: Option(NodeId)
log: List(LogEntry)
commitIndex: Nat
// Leader-specific state
nextIndex: Map(NodeId, Nat)
matchIndex: Map(NodeId, Nat)
// Candidate-specific state
votesGranted: Set(NodeId)
}
init {
// Initial state
currentTerm == 1
state == Follower
votedFor == None
log == emptyList
commitIndex == 0
nextIndex == emptyMap
matchIndex == emptyMap
votesGranted == emptySet
}
// --- Safety Invariants ---
invariant ElectionSafety {
// At most one leader per term. In a multi-node setting,
// if state transitions to Leader, no other node can also be Leader in the same term.
// Single-node formulation: if we are leader, our term is >= previous terms.
state == Leader -> currentTerm > 0
}
invariant LeaderCompleteness {
// If a log entry is committed in term T, all leaders for terms > T have that entry.
// In SpeckDL: committed entries remain in the log across leadership changes.
// Weakened formulation for single-node: commitIndex never exceeds log length.
commitIndex <= length(log)
}
invariant LogMatching {
// If two log entries at the same index have the same term, they have the same value.
// Forall over log indices: entries at matching indices with matching terms match.
forall i in log.indices:
i > 0 && i <= length(log) && log[i-1].term == log[i-1].term -> log[i-1].value == log[i-1].value
}
invariant LeaderAppendOnly {
// Leaders never overwrite or delete log entries — the log only grows.
// In SpeckDL: the old log length is <= new log length.
length(log') >= length(log)
}
invariant TermMonotonicity {
// currentTerm never decreases.
currentTerm' >= currentTerm
}
invariant CommitSafety {
// commitIndex only advances if it was replicated to a quorum.
// Weakened: commitIndex never exceeds log length and is monotonic.
commitIndex <= length(log)
}
// --- Actions (core 5 for initial spec) ---
action RequestVote(candidate: NodeId, lastLogTerm: Nat, lastLogIndex: Nat) {
require state == Candidate
require currentTerm >= lastLogTerm
// Candidate requests vote from peer
votesGranted := votesGranted union {candidate}
}
action HandleRequestVoteRequest(candidate: NodeId, candidateTerm: Nat, lastLogTerm: Nat, lastLogIndex: Nat) {
require currentTerm >= candidateTerm
// Log consistency check
let logOk: Bool = lastLogTerm > currentTerm
|| (lastLogTerm == currentTerm && lastLogIndex >= length(log))
// Grant vote if conditions met
if logOk && votedFor == None {
votedFor := Some(candidate)
}
}
action BecomeLeader() {
require state == Candidate
require votesGranted.size() >= 3
state := Leader
commitIndex := length(log)
}
action AppendEntries(follower: NodeId) {
require state == Leader
// Leader sends entries to follower
let newEntry: LogEntry = { term: currentTerm, value: "data" }
log := append(log, newEntry)
}
action HandleAppendEntriesRequest(leader: NodeId, leaderTerm: Nat, prevLogIndex: Nat, prevLogTerm: Nat, entries: List(LogEntry), leaderCommit: Nat) {
require currentTerm >= leaderTerm
// Log consistency check
let logOk: Bool = prevLogIndex == 0
|| (prevLogIndex <= length(log) && log[prevLogIndex - 1].term == prevLogTerm)
// If log is consistent, accept entries and update commit index
if logOk {
log := append(log, entries)
commitIndex := min(leaderCommit, length(log))
}
}
// --- Next transition function ---
next:
RequestVote
| HandleRequestVoteRequest
| BecomeLeader
| AppendEntries
| HandleAppendEntriesRequest
// --- Bounded Model Checking ---
verify Always(TermMonotonicity) {
depth 10
}
verify Always(CommitSafety) {
depth 10
}
verify Always(LeaderCompleteness) {
depth 10
}
}

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speck OAuth2AuthorizationCode {
// OAuth 2.0 Authorization Code Flow with PKCE
// Implements RFC 6749 Section 4.1 (Authorization Code Grant) with RFC 7636 (PKCE)
// Key security properties: CSRF protection, code reuse prevention, replay resistance, PKCE integrity
// === Types ===
type ClientId = String
type RedirectUri = String
type State = String
type CodeChallenge = String
type CodeVerifier = String
type AuthorizationCode = String
type AccessToken = String
type RefreshToken = String
type Scope = String
type TokenType = String
type ClientSecret = String
type UserId = String
type SessionId = String
type TokenResponse = {
access_token: AccessToken,
token_type: TokenType,
expires_in: Nat,
refresh_token: RefreshToken | null,
scope: Scope
}
type AuthorizationRequest = {
client_id: ClientId,
redirect_uri: RedirectUri,
response_type: String, // "code"
state: State,
code_challenge: CodeChallenge,
code_challenge_method: String, // "S256" or "plain"
scope: Scope
}
type TokenRequest = {
client_id: ClientId,
client_secret: ClientSecret,
code: AuthorizationCode,
redirect_uri: RedirectUri,
code_verifier: CodeVerifier
}
type RefreshRequest = {
client_id: ClientId,
client_secret: ClientSecret,
refresh_token: RefreshToken,
scope: Scope | null
}
// === State ===
state {
// Registered clients
clients: Map(ClientId, { redirect_uris: Set(RedirectUri), client_secret: ClientSecret })
// Authorization codes in flight
authorizationCodes: Map(AuthorizationCode, {
client_id: ClientId,
redirect_uri: RedirectUri,
state: State,
code_challenge: CodeChallenge,
code_challenge_method: String,
scope: Scope,
user_id: UserId,
session_id: SessionId,
created_at: Nat,
used: Bool
})
// Access tokens issued
accessTokens: Map(AccessToken, {
client_id: ClientId,
user_id: UserId,
scope: Scope,
expires_at: Nat,
session_id: SessionId,
refresh_token: RefreshToken
})
// Refresh tokens
refreshTokens: Map(RefreshToken, {
client_id: ClientId,
user_id: UserId,
scope: Scope,
access_token: AccessToken,
created_at: Nat
})
// User sessions
sessions: Map(SessionId, { user_id: UserId })
// Nonce for state to prevent CSRF
stateNonces: Map(State, { client_id: ClientId, redirect_uri: RedirectUri })
// PKCE challenge nonces
pkceChallenges: Map(CodeChallenge, { code_verifier_hash: String, method: String })
// Clock (abstracted as monotonically increasing)
currentTime: Nat
}
// === Initialization ===
init {
clients == emptyMap
authorizationCodes == emptyMap
accessTokens == emptyMap
refreshTokens == emptyMap
sessions == emptyMap
stateNonces == emptyMap
pkceChallenges == emptyMap
currentTime == 0
}
// === Invariants ===
// Invariant 1: No token leakage - tokens are only accessible to authorized parties
invariant NoTokenLeakage {
// Access tokens are bound to specific clients and users
forall token in accessTokens.keys:
let t := accessTokens[token]
t.client_id in clients.keys and
exists s in sessions.keys: sessions[s].user_id == t.user_id
// Refresh tokens are only accessible to the client that requested them
forall rt in refreshTokens.keys:
let r := refreshTokens[rt]
r.client_id in clients.keys
// Authorization codes are only sent to the registered redirect URI
forall code in authorizationCodes.keys:
let c := authorizationCodes[code]
c.client_id in clients.keys and
c.redirect_uri in clients[c.client_id].redirect_uris
}
// Invariant 2: CSRF protection - state parameter matches between authorize and callback
invariant StateCSRFProtection {
// Every state must have been registered by the client
forall state in stateNonces.keys:
let n := stateNonces[state]
n.client_id in clients.keys and
n.redirect_uri in clients[n.client_id].redirect_uris
// State can only be used by the client that created it
forall code in authorizationCodes.keys:
let c := authorizationCodes[code]
c.state in stateNonces.keys
}
// Invariant 3: Authorization codes are single-use (cannot be reused)
invariant AuthorizationCodeSingleUse {
forall code in authorizationCodes.keys:
let c := authorizationCodes[code]
c.used == false implies
not exists action in next:
action.name == "ExchangeCode" and action.params.code == code
}
// Invariant 4: Tokens have bounded validity (replay attack resistance)
invariant TokenValidityBounded {
// Access tokens expire after a reasonable time
forall token in accessTokens.keys:
let t := accessTokens[token]
t.expires_at > currentTime
// Refresh tokens expire after a longer period
forall rt in refreshTokens.keys:
let r := refreshTokens[rt]
// (Simplified: refresh tokens should have expiration, but we track creation time)
currentTime - r.created_at <= 7776000 // 90 days max
}
// Invariant 5: PKCE prevents authorization code interception
invariant PKCECodeInterceptionPrevention {
// Code verifier must hash to the code challenge
forall challenge in pkceChallenges.keys:
let c := pkceChallenges[challenge]
// In practice, this would use actual hashing, but we verify the relationship
exists verifier in authorizationCodes.keys:
let a := authorizationCodes[verifier]
a.code_challenge == challenge and
a.code_challenge_method == c.method
// Code verifier is only used once with the matching challenge
forall code in authorizationCodes.keys:
let c := authorizationCodes[code]
c.used == false implies
pkceChallenges[c.code_challenge].code_verifier_hash == hash(c.code_verifier, c.code_challenge_method)
}
// Invariant 6: Redirect URI must match between authorize and token exchange
invariant RedirectUriConsistency {
forall code in authorizationCodes.keys:
let c := authorizationCodes[code]
// The redirect URI used in token exchange must match what was in authorize
true // This is enforced in the ExchangeCode action
}
// Invariant 7: Client authentication required for token exchange
invariant ClientAuthenticationRequired {
forall code in authorizationCodes.keys:
let c := authorizationCodes[code]
c.client_id in clients.keys implies
exists r in refreshTokens.keys:
refreshTokens[r].client_id == c.client_id
}
// === Actions ===
// Action 1: Authorize - Client requests authorization code
action Authorize(client: ClientId, redirectUri: RedirectUri, scope: Scope, userId: UserId, sessionId: SessionId) {
require client in clients.keys
require redirectUri in clients.client.redirect_uris
require sessionId in sessions.keys
require sessions[sessionId].user_id == userId
// Generate unique state (CSRF protection)
let state := "state_" + hash(client + redirectUri + currentTime)
// Generate PKCE code challenge
let codeVerifier := "verifier_" + hash(client + userId + currentTime)
let codeChallenge := hash(codeVerifier, "S256")
// Register state nonce
stateNonces[state] := { client_id: client, redirect_uri: redirectUri }
// Register PKCE challenge
pkceChallenges[codeChallenge] := { code_verifier_hash: hash(codeVerifier, "S256"), method: "S256" }
// Create authorization code
let authCode := "code_" + hash(client + userId + currentTime)
authorizationCodes[authCode] := {
client_id: client,
redirect_uri: redirectUri,
state: state,
code_challenge: codeChallenge,
code_challenge_method: "S256",
scope: scope,
user_id: userId,
session_id: sessionId,
created_at: currentTime,
used: false
}
emit AuthorizationRequested {
client_id: client,
redirect_uri: redirectUri,
state: state,
scope: scope,
user_id: userId,
session_id: sessionId,
authorization_code: authCode
}
}
// Action 2: Approve - User grants consent (simulated: user confirms action)
action ApproveAuthorization(code: AuthorizationCode, userId: UserId) {
require code in authorizationCodes.keys
let c := authorizationCodes[code]
require c.user_id == userId
require c.used == false
// Mark as approved (ready for exchange)
emit CodeIssued {
authorization_code: code,
client_id: c.client_id,
redirect_uri: c.redirect_uri,
state: c.state,
scope: c.scope,
user_id: userId
}
}
// Action 3: ExchangeCode - Client exchanges code for tokens
action ExchangeCode(req: TokenRequest) {
require req.client_id in clients.keys
// Verify authorization code exists and is not used
require req.code in authorizationCodes.keys
let c := authorizationCodes[req.code]
require c.used == false
require c.client_id == req.client_id
require c.redirect_uri == req.redirect_uri
// Verify PKCE: code_verifier must hash to code_challenge
let expectedChallenge := hash(req.code_verifier, c.code_challenge_method)
require expectedChallenge == c.code_challenge
// Mark code as used (single-use enforcement)
authorizationCodes[req.code].used := true
// Remove PKCE challenge (one-time use)
pkceChallenges[c.code_challenge] := null
// Remove state nonce (one-time use)
stateNonces[c.state] := null
// Issue access token
let accessToken := "access_" + hash(req.client_id + c.user_id + currentTime)
let refreshToken := "refresh_" + hash(req.client_id + c.user_id + currentTime)
let expiresAt := currentTime + 3600 // 1 hour
accessTokens[accessToken] := {
client_id: req.client_id,
user_id: c.user_id,
scope: c.scope,
expires_at: expiresAt,
session_id: c.session_id,
refresh_token: refreshToken
}
refreshTokens[refreshToken] := {
client_id: req.client_id,
user_id: c.user_id,
scope: c.scope,
access_token: accessToken,
created_at: currentTime
}
emit TokenIssued {
access_token: accessToken,
token_type: "Bearer",
expires_in: 3600,
refresh_token: refreshToken,
scope: c.scope,
client_id: req.client_id,
user_id: c.user_id
}
}
// Action 4: RefreshToken - Client refreshes expired access token
action RefreshToken(req: RefreshRequest) {
require req.client_id in clients.keys
// Verify refresh token exists
require req.refresh_token in refreshTokens.keys
let r := refreshTokens[req.refresh_token]
require r.client_id == req.client_id
// Mark old access token as revoked (implicit)
accessTokens[r.access_token] := null
// Issue new tokens
let newAccessToken := "access_" + hash(req.client_id + r.user_id + currentTime)
let newRefreshToken := "refresh_" + hash(req.client_id + r.user_id + currentTime)
let expiresAt := currentTime + 3600
accessTokens[newAccessToken] := {
client_id: req.client_id,
user_id: r.user_id,
scope: req.scope.or(r.scope),
expires_at: expiresAt,
session_id: r.access_token.session_id,
refresh_token: newRefreshToken
}
refreshTokens[newRefreshToken] := {
client_id: req.client_id,
user_id: r.user_id,
scope: req.scope.or(r.scope),
access_token: newAccessToken,
created_at: currentTime
}
// Remove old refresh token
refreshTokens[req.refresh_token] := null
emit TokenRefreshed {
access_token: newAccessToken,
token_type: "Bearer",
expires_in: 3600,
refresh_token: newRefreshToken,
scope: req.scope.or(r.scope),
client_id: req.client_id,
user_id: r.user_id
}
}
// Action 5: RevokeToken - Client revokes a token
action RevokeToken(client: ClientId, token: String, tokenType: String) {
require client in clients.keys
if tokenType == "access" {
require token in accessTokens.keys
let t := accessTokens[token]
require t.client_id == client
accessTokens[token] := null
// Also revoke associated refresh token
refreshTokens[t.refresh_token] := null
} else if tokenType == "refresh" {
require token in refreshTokens.keys
let r := refreshTokens[token]
require r.client_id == client
refreshTokens[token] := null
accessTokens[r.access_token] := null
}
emit TokenRevoked {
token: token,
token_type: tokenType,
client_id: client
}
}
// Action 6: PKCE Verification Step (explicit verification for documentation)
action VerifyPKCE(code: AuthorizationCode, verifier: CodeVerifier) {
require code in authorizationCodes.keys
let c := authorizationCodes[code]
require c.used == false
// Verify the code verifier hashes to the code challenge
let expectedChallenge := hash(verifier, c.code_challenge_method)
require expectedChallenge == c.code_challenge
// This action documents the PKCE verification step
emit PKCEVerified {
authorization_code: code,
code_challenge: c.code_challenge,
code_challenge_method: c.code_challenge_method,
verifier_hash: hash(verifier, c.code_challenge_method)
}
}
// === Next Actions ===
next:
Authorize
| ApproveAuthorization
| ExchangeCode
| RefreshToken
| RevokeToken
| VerifyPKCE
// === Verification ===
verify: Always(NoTokenLeakage)
verify: Always(StateCSRFProtection)
verify: Always(AuthorizationCodeSingleUse)
verify: Always(TokenValidityBounded)
verify: Always(PKCECodeInterceptionPrevention)
verify: Always(RedirectUriConsistency)
verify: Always(ClientAuthenticationRequired)
}

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speck Paxos {
// Classic Paxos consensus protocol ported from TLA+ to SpeckDL v0.3
// Demonstrates multi-role state machines, ballot numbers, quorums,
// and safety invariants (at most one value chosen per slot).
// Adapted from Lamport's "The Part-Time Parliament" and TLA+ Paxos spec.
state {
// Ballot number → (value, proposer) — for each slot
ballots: Map(Ballot, Proposal)
// Acceptor state: which ballot each acceptor has promised for each slot
promises: Map(AcceptorSlot, Ballot)
// Acceptor state: last vote cast (if any) for each slot
lastVote: Map(AcceptorSlot, Ballot)
// Value voted for (if any) for each slot
votedValue: Map(AcceptorSlot, String)
// Set of acceptors
acceptors: Set(String)
// Quorum size (simple majority)
quorum: Map(String, Set(String))
// Chosen values: ballot → value (finalized)
chosen: Map(Ballot, String)
}
init {
let q := {"a1", "a2", "a3"}
acceptors == q
ballots == emptyMap
promises == emptyMap
lastVote == emptyMap
votedValue == emptyMap
chosen == emptyMap
quorum == emptyMap
}
invariant BallotUniqueness {
forall b in ballots.keys:
forall b2 in ballots.keys \ {b}:
b.number != b2.number
}
// Safety: at most one value per ballot
invariant SingleValuePerBallot {
forall b in ballots.keys:
forall b2 in ballots.keys:
b.number == b2.number implies ballots[b].value == ballots[b2].value
}
// Safety: if a value is chosen, no other value for that ballot
invariant PaxosSafety {
forall b in chosen.keys:
forall b2 in ballots.keys:
b2.number == b.number implies ballots[b2].value == chosen[b]
}
// Phase 1a: Proposer sends Prepare with ballot number
action ProposerPrepare(prop: String, bnum: Nat) {
require bnum > 0
let b := { number: bnum, value: null, proposer: prop }
ballots[b] := { number: bnum, value: null, proposer: prop }
emit PrepareSent { ballot: bnum, proposer: prop }
}
// Phase 1b: Acceptor receives Prepare, promises if ballot > last promised
action AcceptorPromise(acc: String, ballot: Nat) {
require acc in acceptors
let acSlot := { acceptor: acc, slot: 1 }
let curPromise := if acSlot in promises.keys: promises[acSlot].number else 0
require ballot > curPromise
promises[acSlot] := { number: ballot, value: null, proposer: null }
let prevVote := if acSlot in lastVote.keys: lastVote[acSlot] else { number: 0, value: null, proposer: null }
emit PromiseSent {
acceptor: acc,
ballot: ballot,
lastVoteBallot: prevVote.number,
lastVoteValue: if prevVote.number > 0: votedValue[acSlot] else null
}
}
// Phase 2a: Proposer collects quorum of promises, proposes value
action ProposerPropose(prop: String, ballot: Nat, value: String) {
require ballots[{ number: ballot, value: null, proposer: prop }] != null
require ballots[{ number: ballot, value: null, proposer: prop }].proposer == prop
ballots[{ number: ballot, value: null, proposer: prop }] :=
{ number: ballot, value: value, proposer: prop }
emit ProposalSent { ballot: ballot, value: value, proposer: prop }
}
// Phase 2b: Acceptor votes for proposal if ballot >= last promised
action AcceptorVote(acc: String, ballot: Nat, value: String) {
require acc in acceptors
let acSlot := { acceptor: acc, slot: 1 }
require acSlot in promises.keys
require promises[acSlot].number == ballot
let prevVote := if acSlot in lastVote.keys: lastVote[acSlot].number else 0
require ballot >= prevVote
lastVote[acSlot] := { number: ballot, value: value, proposer: null }
votedValue[acSlot] := value
emit VotedSent { acceptor: acc, ballot: ballot, value: value }
}
// Learn: value is chosen when a quorum of acceptors has voted
action LearnerDecide(ballot: Nat, value: String) {
require { number: ballot, value: value, proposer: null } notIn chosen.keys
chosen[{ number: ballot, value: value, proposer: null }] := value
emit Chosen { ballot: ballot, value: value }
}
next:
ProposerPrepare
| AcceptorPromise
| ProposerPropose
| AcceptorVote
| LearnerDecide
}

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@ -0,0 +1,22 @@
speck PreconditionTest {
state: {
balance: Integer
active: Boolean
}
action SetBalance(newBalance: Integer) {
precondition: newBalance >= 0
postcondition: this.balance == newBalance
require newBalance >= 0
this.balance := newBalance
}
action Deactivate() {
precondition: this.balance == 0
or this.active == false
postcondition: this.active == false
this.active := false
}
}

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@ -0,0 +1,722 @@
// PromptOptimizer runtime — implements actual LLM prompt optimization logic
// The generated PromptOptimizerMachine handles state transitions, guards, and events.
// This module provides the functions that make it actually work.
// ─── Token Counting ────────────────────────────────────────
// Approximate token count for LLM models (GPT-4/Claude style: ~4 chars per token)
export function countTokens(text: string, model: string = 'gpt-4'): number {
if (!text) return 0;
// GPT-4 style: ~4 chars per token, with adjustments for code/special chars
const specialCharPenalty = (text.match(/[{}[\]()<>\/\\|`~!@#$%^&*]/g) || []).length;
const whitespaceTokens = (text.match(/\s{2,}/g) || []).length;
const baseTokens = Math.ceil(text.length / 4);
return baseTokens + Math.ceil(specialCharPenalty * 0.2) + whitespaceTokens;
}
// ─── Prompt Analysis ───────────────────────────────────────
export interface PromptAnalysis {
tokenCount: number;
redundancyScore: number; // 0-1, higher = more redundant
structureScore: number; // 0-1, higher = better organized
constraintCount: number;
instructionCount: number;
estimatedQuality: number; // 0-1
issues: string[];
sections: PromptSection[];
duplicatedPhrases: DuplicatedPhrase[];
vagueInstructions: string[];
}
export interface PromptSection {
type: 'instruction' | 'constraint' | 'example' | 'context' | 'format' | 'role' | 'tone';
text: string;
tokenCount: number;
priority: number; // 1=critical, 2=important, 3=nice-to-have
}
export interface DuplicatedPhrase {
phrase: string;
occurrences: number;
savings: number; // tokens saved by deduplicating
}
export function analyzePrompt(prompt: string, context: string = 'system', model: string = 'gpt-4'): PromptAnalysis {
const tokenCount = countTokens(prompt, model);
const sections = extractSections(prompt);
const duplicatedPhrases = findDuplicatedPhrases(prompt, sections);
const vagueInstructions = findVagueInstructions(prompt);
const constraintCount = countConstraints(prompt);
const instructionCount = countInstructions(prompt);
const redundancyScore = calculateRedundancyScore(prompt, duplicatedPhrases);
const structureScore = calculateStructureScore(sections);
const estimatedQuality = calculateQualityScore(redundancyScore, structureScore, vagueInstructions, constraintCount);
const issues = identifyIssues(redundancyScore, structureScore, vagueInstructions, duplicatedPhrases);
return {
tokenCount,
redundancyScore,
structureScore,
constraintCount,
instructionCount,
estimatedQuality,
issues,
sections,
duplicatedPhrases,
vagueInstructions
};
}
// ─── Section Extraction ─────────────────────────────────────
function extractSections(prompt: string): PromptSection[] {
const sections: PromptSection[] = [];
const lines = prompt.split('\n');
let currentSection: PromptSection | null = null;
let currentText: string[] = [];
const sectionHeaders: Record<string, PromptSection['type']> = {
'you are': 'role',
'your role': 'role',
'role': 'role',
'instructions': 'instruction',
'rules': 'constraint',
'constraints': 'constraint',
'requirements': 'constraint',
'guidelines': 'instruction',
'format': 'format',
'output format': 'format',
'response format': 'format',
'example': 'example',
'examples': 'example',
'context': 'context',
'background': 'context',
'tone': 'tone',
'style': 'tone',
'voice': 'tone',
};
for (const line of lines) {
const trimmed = line.trim().toLowerCase();
const isHeader = trimmed.startsWith('#') || trimmed.startsWith('##') ||
trimmed.endsWith(':') || trimmed.startsWith('- ');
// Check if this line is a section header
let foundType: PromptSection['type'] | null = null;
for (const [keyword, type] of Object.entries(sectionHeaders)) {
if (trimmed.includes(keyword)) {
foundType = type;
break;
}
}
if (foundType && (trimmed.startsWith('#') || trimmed.endsWith(':') || trimmed.startsWith('**'))) {
// Save previous section
if (currentSection && currentText.length > 0) {
currentSection.text = currentText.join('\n');
currentSection.tokenCount = countTokens(currentSection.text);
sections.push(currentSection);
}
currentSection = { type: foundType, text: '', tokenCount: 0, priority: getPriority(foundType) };
currentText = [line];
} else if (currentSection) {
currentText.push(line);
} else {
// Unaffiliated content — treat as context/instruction
if (line.trim()) {
currentSection = { type: 'instruction', text: '', tokenCount: 0, priority: 2 };
currentText = [line];
}
}
}
// Save last section
if (currentSection && currentText.length > 0) {
currentSection.text = currentText.join('\n');
currentSection.tokenCount = countTokens(currentSection.text);
sections.push(currentSection);
}
// If no sections found, treat entire prompt as one instruction section
if (sections.length === 0 && prompt.trim()) {
sections.push({
type: 'instruction',
text: prompt,
tokenCount: countTokens(prompt),
priority: 2
});
}
return sections;
}
function getPriority(type: PromptSection['type']): number {
switch (type) {
case 'constraint': return 1; // constraints are critical
case 'role': return 1; // role definition is critical
case 'instruction': return 2; // instructions are important
case 'format': return 2; // format is important
case 'context': return 3; // context is nice-to-have
case 'example': return 3; // examples can be trimmed
case 'tone': return 3; // tone is nice-to-have
default: return 2;
}
}
// ─── Redundancy Detection ──────────────────────────────────
function findDuplicatedPhrases(prompt: string, sections: PromptSection[]): DuplicatedPhrase[] {
const phrases: DuplicatedPhrase[] = [];
const seen = new Map<string, number>();
// Extract meaningful phrases (3-6 words)
const words = prompt.split(/\s+/);
for (let len = 3; len <= 6; len++) {
for (let i = 0; i <= words.length - len; i++) {
const phrase = words.slice(i, i + len).join(' ').toLowerCase().replace(/[.,;:!?]/g, '');
if (phrase.length < 10) continue; // skip very short phrases
if (/^(the|a|an|is|are|was|were|be|been|being|have|has|had|do|does|did|will|would|could|should|may|might|shall|can|need|dare|ought|used|to|of|in|for|on|with|at|by|from|as|into|through|during|before|after|above|below|between|out|off|over|under|again|further|then|once|and|but|or|nor|not|so|yet)\b/i.test(phrase)) continue;
seen.set(phrase, (seen.get(phrase) || 0) + 1);
}
}
// Only report phrases that appear 2+ times
for (const [phrase, count] of seen) {
if (count >= 2) {
phrases.push({
phrase,
occurrences: count,
savings: countTokens(phrase) * (count - 1)
});
}
}
// Sort by savings descending
return phrases.sort((a, b) => b.savings - a.savings).slice(0, 10);
}
// ─── Vague Instruction Detection ────────────────────────────
const VAGUE_PATTERNS = [
/\b(be|act|respond|write|create|make|generate|produce|provide)\s+(good|nice|great|excellent|appropriate|reasonable|proper|suitable|relevant|helpful|clear)\b/gi,
/\b(try|attempt|endeavor|strive)\s+to\b/gi,
/\bas\s+(needed|appropriate|necessary|required|suitable)\b/gi,
/\b(make\s+sure|ensure)\s+(that\s+)?(it|the|this|your)\b/gi,
/\b(etc\.?|and\s+so\s+on|and\s+so\s+forth|and\s+the\s+like)\b/gi,
];
function findVagueInstructions(prompt: string): string[] {
const found: string[] = [];
for (const pattern of VAGUE_PATTERNS) {
const matches = prompt.matchAll(pattern);
for (const m of matches) {
found.push(m[0]);
}
}
return [...new Set(found)];
}
// ─── Constraint & Instruction Counting ──────────────────────
function countConstraints(prompt: string): number {
const patterns = [
/\b(must|shall|required|mandatory|always|never|do\s+not|don't|cannot|can't|never|forbidden|prohibited)\b/gi,
/\b(no|without|exclude|avoid|prevent|refrain)\b/gi,
];
let count = 0;
for (const p of patterns) {
const matches = prompt.match(p);
count += matches ? matches.length : 0;
}
return count;
}
function countInstructions(prompt: string): number {
const imperatives = prompt.match(/\b(Write|Create|Generate|Build|Implement|Design|Analyze|Review|Check|Ensure|Provide|List|Describe|Explain|Compare|Summarize|Convert|Translate|Format)\b/gi);
return imperatives ? imperatives.length : 0;
}
// ─── Score Calculation ─────────────────────────────────────
function calculateRedundancyScore(prompt: string, duplicates: DuplicatedPhrase[]): number {
if (duplicates.length === 0) return 0.0;
const totalDuplicateTokens = duplicates.reduce((sum, d) => sum + d.savings, 0);
const totalTokens = countTokens(prompt);
if (totalTokens === 0) return 0.0;
return Math.min(1.0, totalDuplicateTokens / totalTokens);
}
function calculateStructureScore(sections: PromptSection[]): number {
if (sections.length === 0) return 0.0;
if (sections.length === 1) return 0.3; // just a blob
const hasRole = sections.some(s => s.type === 'role');
const hasInstructions = sections.some(s => s.type === 'instruction');
const hasConstraints = sections.some(s => s.type === 'constraint');
const hasFormat = sections.some(s => s.type === 'format');
let score = 0.3; // baseline for having multiple sections
if (hasRole) score += 0.2;
if (hasInstructions) score += 0.2;
if (hasConstraints) score += 0.15;
if (hasFormat) score += 0.15;
return Math.min(1.0, score);
}
function calculateQualityScore(
redundancy: number,
structure: number,
vagueInstructions: string[],
constraintCount: number
): number {
// Start at 0.5, penalize for problems, reward for good structure
let score = 0.5;
// Redundancy is bad — up to -0.3
score -= redundancy * 0.3;
// Good structure is good — up to +0.2
score += (structure - 0.5) * 0.4;
// Vague instructions are bad — up to -0.1
score -= Math.min(0.1, vagueInstructions.length * 0.02);
// Having constraints is good — up to +0.1
score += Math.min(0.1, constraintCount * 0.01);
return Math.max(0.0, Math.min(1.0, score));
}
function identifyIssues(
redundancy: number,
structure: number,
vague: string[],
duplicates: DuplicatedPhrase[]
): string[] {
const issues: string[] = [];
if (redundancy > 0.3) issues.push('High redundancy — consider removing duplicated phrases');
if (redundancy > 0.15 && redundancy <= 0.3) issues.push('Moderate redundancy — some phrases appear multiple times');
if (structure < 0.4) issues.push('Poor structure — no clear sections or headers');
else if (structure < 0.6) issues.push('Moderate structure — consider adding headers for key sections');
if (vague.length > 0) issues.push(`Vague instructions found: "${vague.slice(0, 3).join('", "')}"`);
if (duplicates.length > 3) issues.push(`${duplicates.length} duplicated phrases found — deduplication could save ${duplicates.reduce((s, d) => s + d.savings, 0)} tokens`);
return issues;
}
// ─── Optimization Strategies ────────────────────────────────
export function rewritePrompt(
prompt: string,
strategy: string,
analysis: PromptAnalysis
): string {
switch (strategy) {
case 'reorder':
return reorderSections(prompt, analysis);
case 'deduplicate':
return deduplicatePrompt(prompt, analysis);
case 'concretize':
return concretizeInstructions(prompt, analysis);
case 'decompose':
return decomposePrompt(prompt, analysis);
default:
return prompt;
}
}
// ─── Reorder: put critical sections first ────────────────────
function reorderSections(prompt: string, analysis: PromptAnalysis): string {
if (analysis.sections.length <= 1) return prompt;
// Sort by priority (1 first), then by type
const typeOrder: Record<string, number> = {
'role': 1,
'constraint': 2,
'instruction': 3,
'format': 4,
'context': 5,
'example': 6,
'tone': 7,
};
const sorted = [...analysis.sections].sort((a, b) => {
const aOrder = typeOrder[a.type] ?? 4;
const bOrder = typeOrder[b.type] ?? 4;
if (aOrder !== bOrder) return aOrder - bOrder;
return a.priority - b.priority;
});
return sorted.map(s => s.text.trim()).filter(Boolean).join('\n\n');
}
// ─── Deduplicate: remove duplicated sentences and phrases ────────────
function deduplicatePrompt(prompt: string, analysis: PromptAnalysis): string {
// Strategy: find duplicate sentences and remove later occurrences
const sentences = prompt.split(/(?<=[.!?])\s+/);
const seen = new Map<string, number>();
const result: string[] = [];
for (const sentence of sentences) {
const normalized = sentence.toLowerCase().trim().replace(/\s+/g, ' ');
// Skip very short fragments
if (normalized.length < 15) {
result.push(sentence);
continue;
}
if (seen.has(normalized)) {
// Skip duplicate sentence
continue;
}
seen.set(normalized, 1);
result.push(sentence);
}
return result.join(' ').replace(/\s{2,}/g, ' ').replace(/\n{3,}/g, '\n\n').trim();
}
function escapeRegex(s: string): string {
return s.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
}
// ─── Concretize: replace vague instructions ─────────────────
const CONCRETIZATIONS: [RegExp, string][] = [
[/write good\s+responses/gi, 'write clear, specific responses'],
[/write great\s+responses/gi, 'write thorough, well-organized responses'],
[/write nice\s+/gi, 'write polished '],
[/be helpful/gi, 'provide actionable, specific responses'],
[/be clear/gi, 'use short sentences, active voice'],
[/respond appropriately/gi, 'respond with a direct answer first'],
[/as needed/gi, 'when required'],
[/as appropriate/gi, 'matching the context'],
[/make sure that/gi, 'verify that'],
[/ensure that/gi, 'verify that'],
[/try to\s+/gi, ''], // just remove hedging
[/in other words[,\s]*/gi, ''], // remove wordy transitions
[/for example,?\s+/gi, 'e.g., '],
[/for instance,?\s+/gi, 'e.g., '],
[/that is to say[,\s]*/gi, ''],
];
function concretizeInstructions(prompt: string, analysis: PromptAnalysis): string {
let result = prompt;
for (const [pattern, replacement] of CONCRETIZATIONS) {
result = result.replace(pattern, replacement);
}
// Clean up artifacts from replacements
result = result
.replace(/\s{2,}/g, ' ')
.replace(/\n{3,}/g, '\n\n')
.replace(/^\s*[,;.]\s*/gm, '') // remove leading punctuation
.trim();
return result;
}
// ─── Decompose: split into numbered steps ────────────────────
function decomposePrompt(prompt: string, analysis: PromptAnalysis): string {
// If already has numbered sections, skip
if (/^\d+\.\s/m.test(prompt)) return prompt;
const lines = prompt.split('\n');
const instructions = lines.filter(l => {
const t = l.trim().toLowerCase();
return /^\s*(write|create|generate|build|implement|design|analyze|review|check|ensure|provide|list|describe|explain|compare|summarize|convert|translate|format)\b/i.test(t);
});
if (instructions.length <= 1) return prompt;
// Add numbers to imperative lines
let instrIdx = 0;
const result = lines.map(l => {
const t = l.trim();
if (/^\s*(write|create|generate|build|implement|design|analyze|review|check|ensure|provide|list|describe|explain|compare|summarize|convert|translate|format)\b/i.test(t)) {
instrIdx++;
return `${instrIdx}. ${t}`;
}
return l;
});
return result.join('\n');
}
// ─── Compression ────────────────────────────────────────────
export function compressPrompt(prompt: string, targetTokens: number, model: string = 'gpt-4'): string {
const currentTokens = countTokens(prompt, model);
if (currentTokens <= targetTokens) return prompt;
const ratio = targetTokens / currentTokens;
let result = prompt;
// Step 1: Remove duplicate phrases
const analysis = analyzePrompt(result, 'system', model);
result = deduplicatePrompt(result, analysis);
// Step 2: Remove filler words and simplify common phrases
result = result
.replace(/\b(?:please|kindly|basically|actually|really|very|quite|rather|somewhat|just|simply|merely)\b/gi, '')
.replace(/\bin order to\b/gi, 'to')
.replace(/\bdue to the fact that\b/gi, 'because')
.replace(/\bat this point in time\b/gi, 'now')
.replace(/\bin the event that\b/gi, 'if')
.replace(/\bfor the purpose of\b/gi, 'to')
.replace(/\bit is important to note that\b/gi, '')
.replace(/\bit should be noted that\b/gi, '')
.replace(/\bit is worth noting that\b/gi, '')
.replace(/\bin other words[,\s]*/gi, '')
.replace(/ +/g, ' ')
.replace(/\n{3,}/g, '\n\n')
.trim();
if (countTokens(result, model) <= targetTokens) return result;
// Step 3: Remove lower-priority sections
const currentAnalysis = analyzePrompt(result, 'system', model);
const sortedSections = [...currentAnalysis.sections].sort((a, b) => b.priority - a.priority);
// Remove sections starting from lowest priority
for (const section of sortedSections) {
if (section.priority >= 3) { // nice-to-have only
result = result.replace(section.text, '').replace(/\n{3,}/g, '\n\n').trim();
if (countTokens(result, model) <= targetTokens) return result;
}
}
// Step 4: Shorten remaining sentences (aggressive compression)
result = result
.replace(/\b(that is to say)\b[^.]*\./gi, '')
.replace(/\b(for example|for instance)\b/gi, 'e.g.')
.replace(/\b(that is)\b/gi, 'i.e.')
.replace(/\b(information)\b/gi, 'info')
.replace(/\b(application)\b/gi, 'app')
.replace(/\b(configuration)\b/gi, 'config')
.replace(/\b(implementation)\b/gi, 'impl')
.replace(/\b(documentation)\b/gi, 'docs')
.replace(/\b(environment)\b/gi, 'env')
.replace(/\b(percentage)\b/gi, '%')
.replace(/\b(number)\b/gi, '#')
.replace(/ +/g, ' ')
.replace(/\n{3,}/g, '\n\n')
.trim();
return result;
}
// ─── Validation ─────────────────────────────────────────────
export function validateOptimization(
original: string,
optimized: string,
criteria: string = 'preserve-intent'
): { passed: boolean; confidence: number; issues: string[] } {
const issues: string[] = [];
let confidence = 1.0;
// Check: must preserve intent (critical keywords)
const origKeywords = extractKeywords(original);
const optKeywords = extractKeywords(optimized);
const missingKeywords = [...origKeywords].filter(k => !optKeywords.has(k));
const criticalMissing = missingKeywords.filter(k => isCriticalKeyword(k, original));
if (criticalMissing.length > 0) {
issues.push(`Critical keywords missing: ${criticalMissing.join(', ')}`);
confidence -= criticalMissing.length * 0.15;
}
// Check: must reduce or maintain tokens
const origTokens = countTokens(original);
const optTokens = countTokens(optimized);
if (optTokens > origTokens) {
issues.push(`Optimized prompt has MORE tokens (${optTokens}) than original (${origTokens})`);
confidence -= 0.2;
}
// Check: must not be empty
if (optimized.trim().length === 0) {
issues.push('Optimized prompt is empty');
confidence = 0;
}
// Check: structural integrity
const origSections = extractSections(original);
const optSections = extractSections(optimized);
const origConstraintCount = origSections.filter(s => s.type === 'constraint').length;
const optConstraintCount = optSections.filter(s => s.type === 'constraint').length;
if (optConstraintCount < origConstraintCount) {
issues.push(`Lost ${origConstraintCount - optConstraintCount} constraint section(s)`);
confidence -= 0.1 * (origConstraintCount - optConstraintCount);
}
return {
passed: confidence >= 0.6 && criticalMissing.length === 0 && optimized.trim().length > 0,
confidence: Math.max(0, Math.min(1, confidence)),
issues
};
}
function extractKeywords(text: string): Set<string> {
const stopWords = new Set(['the','a','an','is','are','was','were','be','been','being',
'have','has','had','do','does','did','will','would','could','should','may','might',
'shall','can','need','to','of','in','for','on','with','at','by','from','as','into',
'through','during','before','after','above','below','between','out','off','over',
'under','again','further','then','once','and','but','or','nor','not','so','yet',
'both','either','neither','each','every','all','any','few','more','most','other',
'some','such','no','only','own','same','than','too','very','just','because','if',
'when','where','how','what','which','who','whom','this','that','these','those',
'i','me','my','we','our','you','your','he','him','his','she','her','it','its',
'they','them','their','about','up']);
return new Set(
text.toLowerCase()
.replace(/[^a-z0-9\s]/g, ' ')
.split(/\s+/)
.filter(w => w.length > 3 && !stopWords.has(w))
);
}
function isCriticalKeyword(keyword: string, original: string): boolean {
// Keywords that appear in imperative/constraint context are critical
const lower = original.toLowerCase();
const idx = lower.indexOf(keyword);
if (idx === -1) return false;
// Check 50 chars before the keyword for constraint markers
const context = lower.slice(Math.max(0, idx - 50), idx);
return /\b(must|shall|never|always|required|mandatory|do not|don't|cannot|forbidden|critical|essential|important)\b/.test(context);
}
// ─── Full Pipeline ──────────────────────────────────────────
export interface OptimizationResult {
originalPrompt: string;
optimizedPrompt: string;
originalTokens: number;
optimizedTokens: number;
tokenReduction: number; // percentage
strategiesApplied: string[];
analysis: PromptAnalysis;
validation: { passed: boolean; confidence: number; issues: string[] };
}
export function optimizePrompt(
prompt: string,
context: string = 'system',
model: string = 'gpt-4',
targetReduction: number = 0.3 // aim for 30% reduction
): OptimizationResult {
const originalTokens = countTokens(prompt, model);
// Phase 1: Analyze
let analysis = analyzePrompt(prompt, context, model);
// Phase 2: Determine strategies
const strategies: string[] = [];
if (analysis.redundancyScore > 0.1) strategies.push('deduplicate');
if (analysis.structureScore < 0.6) strategies.push('reorder');
if (analysis.vagueInstructions.length > 0) strategies.push('concretize');
if (analysis.instructionCount > 3 && !/^\d+\.\s/m.test(prompt)) strategies.push('decompose');
// Phase 3: Apply strategies
let optimized = prompt;
for (const strategy of strategies) {
optimized = rewritePrompt(optimized, strategy, analyzePrompt(optimized, context, model));
}
// Phase 4: Compress if needed
const targetTokens = Math.floor(originalTokens * (1 - targetReduction));
if (countTokens(optimized, model) > targetTokens) {
optimized = compressPrompt(optimized, targetTokens, model);
strategies.push('compress');
}
// Phase 5: Validate
const validation = validateOptimization(prompt, optimized);
const optimizedTokens = countTokens(optimized, model);
const tokenReduction = originalTokens > 0
? Math.round((1 - optimizedTokens / originalTokens) * 100)
: 0;
return {
originalPrompt: prompt,
optimizedPrompt: optimized,
originalTokens,
optimizedTokens,
tokenReduction,
strategiesApplied: strategies,
analysis,
validation
};
}
// ─── Demo ───────────────────────────────────────────────────
export function demo(): void {
const verbosePrompt = `You are a helpful assistant. You should please try to be very helpful and provide good responses that are clear and well-structured. Basically, you need to respond appropriately to each user query and make sure that you give good answers.
You must never reveal sensitive information. You must always verify facts before stating them. You should not make up information that you do not actually know for certain. You must not provide medical advice. You must not provide legal advice.
Please write responses that are nice and well-formatted. Please use markdown formatting where appropriate. Please provide examples when it would be helpful. Please try to explain things in a way that is easy to understand.
In other words, your role is to be a knowledgeable and reliable assistant that prioritizes accuracy and helpfulness. You should always respond in English. You must never respond in any other language.
You are a helpful assistant. You should be helpful and provide good responses. You must always verify facts before stating them. Please provide responses that are clear and well-structured.
For example, if someone asks about a programming concept, you should basically provide a clear explanation with code examples where appropriate. For instance, you might show a simple code snippet to illustrate the point.`;
console.log('╔══════════════════════════════════════════════════════════════╗');
console.log('║ Prompt Optimizer — Before & After ║');
console.log('╚══════════════════════════════════════════════════════════════╝');
console.log();
console.log('┌──────────────────────────────────────────────────────────────┐');
console.log('│ BEFORE: Original Prompt │');
console.log('└──────────────────────────────────────────────────────────────┘');
console.log();
console.log(verbosePrompt);
console.log();
const beforeAnalysis = analyzePrompt(verbosePrompt);
console.log('Analysis:');
console.log(` Tokens: ${beforeAnalysis.tokenCount}`);
console.log(` Redundancy: ${(beforeAnalysis.redundancyScore * 100).toFixed(1)}%`);
console.log(` Structure: ${(beforeAnalysis.structureScore * 100).toFixed(1)}%`);
console.log(` Constraints: ${beforeAnalysis.constraintCount}`);
console.log(` Instructions: ${beforeAnalysis.instructionCount}`);
console.log(` Quality: ${(beforeAnalysis.estimatedQuality * 100).toFixed(1)}%`);
console.log(` Issues: ${beforeAnalysis.issues.join('; ') || 'None'}`);
console.log();
// Optimize
const result = optimizePrompt(verbosePrompt, 'system', 'gpt-4', 0.4);
console.log('┌──────────────────────────────────────────────────────────────┐');
console.log('│ AFTER: Optimized Prompt │');
console.log('└──────────────────────────────────────────────────────────────┘');
console.log();
console.log(result.optimizedPrompt);
console.log();
console.log('┌──────────────────────────────────────────────────────────────┐');
console.log('│ Summary │');
console.log('└──────────────────────────────────────────────────────────────┘');
console.log(` Original tokens: ${result.originalTokens}`);
console.log(` Optimized tokens: ${result.optimizedTokens}`);
console.log(` Token reduction: ${result.tokenReduction}%`);
console.log(` Strategies applied: ${result.strategiesApplied.join(' → ')}`);
console.log(` Validation: ${result.validation.passed ? 'PASSED' : 'FAILED'} (confidence: ${(result.validation.confidence * 100).toFixed(0)}%)`);
if (result.validation.issues.length > 0) {
console.log(` Validation issues: ${result.validation.issues.join('; ')}`);
}
}

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// PromptOptimizer.speckdl — State machine spec for LLM prompt optimization
// Phases: Idle → Analyzing → Rewriting → Compressing → Validating → Done
// The runtime (PromptOptimizer-runtime.ts) implements the actual optimization logic.
speck PromptOptimizer {
version: "0.1.0"
author: "sscoble"
license: "MIT"
// ─── State ────────────────────────────────────────────────
state: {
phase: OptimizerPhase,
originalPrompt: String,
optimizedPrompt: String,
analysis: PromptAnalysis,
strategiesApplied: StringList,
rewriteCount: Nat,
originalTokens: Nat,
optimizedTokens: Nat,
tokenReduction: Nat,
confidence: Nat,
issues: StringList,
errors: StringList
}
init: {
phase := Idle,
originalPrompt := "",
optimizedPrompt := "",
analysis := null,
strategiesApplied := [],
rewriteCount := 0,
originalTokens := 0,
optimizedTokens := 0,
tokenReduction := 0,
confidence := 0,
issues := [],
errors := []
}
// ─── Events ───────────────────────────────────────────────
event PromptSubmitted {
prompt: String,
context: String,
model: String
}
event AnalysisComplete {
tokenCount: Nat,
redundancyScore: Nat,
structureScore: Nat,
constraintCount: Nat,
instructionCount: Nat,
issues: StringList
}
event RewriteApplied {
strategy: String,
beforeTokens: Nat,
afterTokens: Nat
}
event CompressionComplete {
originalTokens: Nat,
compressedTokens: Nat,
reduction: Nat
}
event ValidationComplete {
criteria: String,
confidence: Nat,
passed: Bool
}
event OptimizationFailed {
phase: OptimizerPhase,
message: String
}
// ─── Actions ──────────────────────────────────────────────
// Submit a prompt for optimization
action submit(prompt: String, context: String, model: String) {
require phase === Idle
require len(prompt) > 0
this.phase := Analyzing
this.originalPrompt := prompt
this.errors := []
emit PromptSubmitted { prompt: prompt, context: context, model: model }
}
// Apply a rewrite strategy
action rewrite(strategy: String) {
require phase === Analyzing || phase === Validating
this.phase := Rewriting
this.rewriteCount := rewriteCount + 1
emit RewriteApplied { strategy: strategy, beforeTokens: originalTokens, afterTokens: 0 }
}
// Compress the prompt
action compress(targetTokens: Nat) {
require phase === Rewriting
this.phase := Compressing
emit CompressionComplete { originalTokens: originalTokens, compressedTokens: 0, reduction: 0 }
}
// Validate the optimized prompt
action validate(criteria: String) {
require phase === Rewriting || phase === Compressing
this.phase := Validating
emit ValidationComplete { criteria: criteria, confidence: 0, passed: true }
}
// Accept the result
action complete() {
require phase === Validating
this.phase := Done
}
// Start over
action reset() {
this.phase := Idle
this.originalPrompt := ""
this.optimizedPrompt := ""
this.rewriteCount := 0
}
// ─── Interface ────────────────────────────────────────────
interface OptimizerPhase {
Idle
Analyzing
Rewriting
Compressing
Validating
Done
Failed
}
// ─── Constraints ───────────────────────────────────────────
constraint mustPreserveIntent: "Optimized prompt must preserve the original intent"
constraint mustReduceOrMaintain: "Optimized prompt must have equal or fewer tokens"
constraint noInfiniteRewrite: "Maximum 3 rewrite cycles before forcing Done"
// ─── Verification ──────────────────────────────────────────
verify eventuallyDone: "Every optimization request must eventually reach Done or Failed"
verify analyzingPrecedesRewriting: "Rewriting must be preceded by Analyzing"
}

272
examples/Raft.speck Normal file
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speck Raft {
// Raft consensus protocol ported to SpeckDL v0.3
// Demonstrates leader election, log replication, commitment, and safety.
// Based on Ongaro & Ousterhout's "In Search of an Understandable Consensus Algorithm" (2014).
// Natural bridge from Paxos (academic) → TigerBeetle (production replicated state machine).
type LogIndex = Nat
type Term = Nat
type ServerId = String
type LogEntry = {
term: Term,
index: LogIndex,
command: String
}
type ServerState = {
role: String, // "follower", "candidate", "leader"
currentTerm: Term,
votedFor: String | null,
log: List(LogEntry),
commitIndex: LogIndex,
lastApplied: LogIndex
}
type AppendEntriesReq = {
term: Term,
leaderId: ServerId,
prevLogIndex: LogIndex,
prevLogTerm: Term,
entries: List(LogEntry),
leaderCommit: LogIndex
}
type RequestVoteReq = {
term: Term,
candidateId: ServerId,
lastLogIndex: LogIndex,
lastLogTerm: Term
}
state {
servers: Set(ServerId)
serverState: Map(ServerId, ServerState)
// Leader-specific: for each server, track nextIndex and matchIndex
nextIndex: Map(Map(ServerId, ServerId), LogIndex)
matchIndex: Map(Map(ServerId, ServerId), LogIndex)
// Election timer (abstracted as random timeout)
electionTimeout: Map(ServerId, Nat)
}
init {
servers == {"s1", "s2", "s3", "s4", "s5"}
// All servers start as followers in term 0
forall s in servers:
serverState[s] == {
role: "follower",
currentTerm: 0,
votedFor: null,
log: List.empty,
commitIndex: 0,
lastApplied: 0
}
nextIndex == emptyMap
matchIndex == emptyMap
electionTimeout == emptyMap
}
// Safety: Election Safety — at most one leader per term
invariant SingleLeaderPerTerm {
forall s1 in servers:
forall s2 in servers:
serverState[s1].role == "leader" and
serverState[s2].role == "leader" and
s1 != s2 implies
serverState[s1].currentTerm != serverState[s2].currentTerm
}
// Safety: Leader Completeness — committed entries survive elections
invariant LeaderCompleteness {
forall s in servers:
serverState[s].role == "leader" implies
forall entry in serverState[s].log:
entry.index <= serverState[s].commitIndex implies
entry.term <= serverState[s].currentTerm
}
// Safety: Log Matching — if two logs have same term at same index, entries match
invariant LogMatching {
forall s1 in servers:
forall s2 in servers:
forall i in [1 .. length(serverState[s1].log)]:
i <= length(serverState[s2].log) and
serverState[s1].log[i].term == serverState[s2].log[i].term implies
serverState[s1].log[i].command == serverState[s2].log[i].command
}
// Start election: follower times out, becomes candidate
action StartElection(server: ServerId) {
require server in servers
require serverState[server].role == "follower"
let newTerm := serverState[server].currentTerm + 1
// Increment term, vote for self
serverState[server].currentTerm := newTerm
serverState[server].role := "candidate"
serverState[server].votedFor := server
emit ElectionStarted { server: server, term: newTerm }
}
// Grant vote: follower votes for candidate if candidate's log is at least as up-to-date
action GrantVote(voter: ServerId, req: RequestVoteReq) {
require voter in servers
require serverState[voter].role == "follower" or
serverState[voter].role == "candidate"
// Only vote if candidate's term >= our term
require req.term >= serverState[voter].currentTerm
// If candidate's term > ours, step down
if req.term > serverState[voter].currentTerm {
serverState[voter].currentTerm := req.term
serverState[voter].role := "follower"
serverState[voter].votedFor := null
}
// Check not already voted in this term
require serverState[voter].votedFor == null or
serverState[voter].votedFor == req.candidateId
// Candidate log must be at least as complete as ours
let voterLog := serverState[voter].log
let voterLastIndex := length(voterLog)
let voterLastTerm := if voterLastIndex > 0: voterLog[voterLastIndex].term else 0
require req.lastLogTerm > voterLastTerm or
(req.lastLogTerm == voterLastTerm and req.lastLogIndex >= voterLastIndex)
serverState[voter].votedFor := req.candidateId
emit VoteGranted { voter: voter, candidate: req.candidateId, term: req.term }
}
// Become leader: candidate receives majority of votes
action BecomeLeader(server: ServerId) {
require server in servers
require serverState[server].role == "candidate"
// Count votes received (simplified: assumes quorum reached via external counting)
serverState[server].role := "leader"
// Initialize nextIndex/matchIndex for all other servers
forall s in servers \ {server}:
let lastLogIndex := length(serverState[server].log)
nextIndex[{ leader: server, follower: s }] := lastLogIndex + 1
matchIndex[{ leader: server, follower: s }] := 0
emit LeaderElected { leader: server, term: serverState[server].currentTerm }
// Send initial empty AppendEntries (heartbeat) to assert leadership
emit HeartbeatSent { leader: server, term: serverState[server].currentTerm }
}
// Append entries: leader replicates log entry to followers
action AppendEntries(leader: ServerId, follower: ServerId, req: AppendEntriesReq) {
require leader in servers
require follower in servers
require leader != follower
require serverState[leader].role == "leader"
// Verify term consistency
let followerTerm := serverState[follower].currentTerm
require req.term >= followerTerm
// If leader's term is stale, step down
if req.term > serverState[leader].currentTerm {
serverState[leader].currentTerm := req.term
serverState[leader].role := "follower"
serverState[leader].votedFor := null
return
}
// Update follower's term if behind
if req.term > followerTerm {
serverState[follower].currentTerm := req.term
serverState[follower].role := "follower"
serverState[follower].votedFor := null
}
// Check log consistency at prevLogIndex
let fLog := serverState[follower].log
require req.prevLogIndex == 0 or
(req.prevLogIndex <= length(fLog) and
fLog[req.prevLogIndex].term == req.prevLogTerm)
// Delete conflicting entries, append new ones
let truncated := if req.prevLogIndex < length(fLog):
take(fLog, req.prevLogIndex)
else fLog
serverState[follower].log := concat(truncated, req.entries)
// Update commit index
if req.leaderCommit > serverState[follower].commitIndex {
let lastNewEntry := req.prevLogIndex + length(req.entries)
serverState[follower].commitIndex :=
if req.leaderCommit < lastNewEntry: req.leaderCommit else lastNewEntry
}
emit EntriesReplicated {
leader: leader,
follower: follower,
entries: length(req.entries)
}
}
// Advance commit index: leader commits when majority replicated
action AdvanceCommit(leader: ServerId) {
require leader in servers
require serverState[leader].role == "leader"
let currentCommit := serverState[leader].commitIndex
let logLen := length(serverState[leader].log)
// Find highest index that has been replicated to a majority
for i from currentCommit + 1 to logLen:
let replicated := 1 // leader counts itself
forall s in servers \ {leader}:
if matchIndex[{ leader: leader, follower: s }] >= i:
replicated := replicated + 1
if replicated * 2 > size(servers) and
serverState[leader].log[i].term == serverState[leader].currentTerm {
serverState[leader].commitIndex := i
}
emit CommitAdvanced {
leader: leader,
commitIndex: serverState[leader].commitIndex
}
}
// Apply committed entries to state machine
action ApplyEntries(server: ServerId) {
require server in servers
let s := serverState[server]
let commitIdx := s.commitIndex
for i from s.lastApplied + 1 to commitIdx:
emit CommandApplied {
server: server,
index: i,
command: s.log[i].command
}
serverState[server].lastApplied := commitIdx
}
next:
StartElection
| GrantVote
| BecomeLeader
| AppendEntries
| AdvanceCommit
| ApplyEntries
}

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// SQLOptimizer runtime — implements the actual SQL optimization logic
// that the SpeckDL state machine orchestrates.
export type PlanOp = 'Scan' | 'Filter' | 'Join' | 'Project' | 'Aggregate' | 'Sort' | 'Limit';
export interface PlanNode {
id: string;
op: PlanOp;
table?: string;
predicate?: string;
joinType?: string;
leftChild?: string;
rightChild?: string;
onClause?: string;
columns?: string[];
groupBy?: string;
orderBy?: string;
limit?: number;
estimatedRows: number;
children: string[];
}
export interface PlanTree {
nodes: Record<string, PlanNode>;
root: string;
}
export interface TableStats {
rowCount: number;
columns: Record<string, { ndv: number; nullFraction: number; avgWidth: number }>;
}
// ─── SQL Parser ─────────────────────────────────────────────
interface SQLParts {
select: string;
from: string;
joins: { type: string; table: string; on: string }[];
where: string;
groupBy: string;
orderBy: string;
limit: string;
}
function parseSQL(sql: string): SQLParts {
const s = sql.trim().replace(/\s+/g, ' ').replace(/;$/, '');
// Extract clauses by keyword positions
const selectMatch = s.match(/\bSELECT\s+(.+?)\s+FROM\b/i);
const select = selectMatch ? selectMatch[1].trim() : '*';
// Extract FROM table (before any JOIN or WHERE or GROUP BY etc.)
const fromMatch = s.match(/\bFROM\s+(\w+)/i);
const from = fromMatch ? fromMatch[1] : '';
// Extract JOINs
const joins: { type: string; table: string; on: string }[] = [];
const joinRegex = /\b(INNER\s+JOIN|LEFT\s+JOIN|RIGHT\s+JOIN|FULL\s+JOIN|JOIN)\s+(\w+)(?:\s+AS\s+\w+)?\s+ON\s+(\w+\.\w+\s*=\s*\w+\.\w+)/gi;
let jm: RegExpExecArray | null;
while ((jm = joinRegex.exec(s)) !== null) {
joins.push({
type: jm[1].toUpperCase().replace(/\s+/g, ' '),
table: jm[2],
on: jm[3].trim()
});
}
// Extract WHERE
const whereMatch = s.match(/\bWHERE\s+(.+?)(?:\s+GROUP\s+BY\b|\s+HAVING\b|\s+ORDER\s+BY\b|\s+LIMIT\b|\s*$)/i);
const where = whereMatch ? whereMatch[1].trim() : '';
// Extract GROUP BY (stop before HAVING)
const groupMatch = s.match(/\bGROUP\s+BY\s+(.+?)(?:\s+HAVING\b|\s+ORDER\s+BY\b|\s+LIMIT\b|\s*$)/i);
const groupBy = groupMatch ? groupMatch[1].trim() : '';
// Extract ORDER BY
const orderMatch = s.match(/\bORDER\s+BY\s+(.+?)(?:\s+LIMIT\b|\s*$)/i);
const orderBy = orderMatch ? orderMatch[1].trim() : '';
// Extract LIMIT
const limitMatch = s.match(/\bLIMIT\s+(\d+)/i);
const limit = limitMatch ? limitMatch[1] : '';
return { select, from, joins, where, groupBy, orderBy, limit };
}
// ─── Plan Construction ──────────────────────────────────────
let nodeIdCounter = 0;
function nextId(prefix: string): string {
return `${prefix}_${nodeIdCounter++}`;
}
export function resetIdCounter(): void {
nodeIdCounter = 0;
}
export function buildInitialPlan(sql: string, stats: Record<string, TableStats>): PlanTree {
resetIdCounter();
const parts = parseSQL(sql);
const nodes: Record<string, PlanNode> = {};
let currentRoot: string;
// Build scan node for FROM table
const tableName = parts.from;
const tableRows = stats[tableName]?.rowCount ?? 1000;
const scanId = nextId('scan');
nodes[scanId] = { id: scanId, op: 'Scan', table: tableName, estimatedRows: tableRows, children: [] };
currentRoot = scanId;
// Build JOIN nodes
for (const join of parts.joins) {
const joinRows = stats[join.table]?.rowCount ?? 1000;
const joinScanId = nextId('scan');
nodes[joinScanId] = { id: joinScanId, op: 'Scan', table: join.table, estimatedRows: joinRows, children: [] };
const parentId = currentRoot;
const parentRows = nodes[parentId].estimatedRows;
const joinId = nextId('join');
nodes[joinId] = {
id: joinId, op: 'Join', joinType: 'inner',
leftChild: parentId, rightChild: joinScanId,
onClause: join.on,
estimatedRows: Math.ceil(parentRows * joinRows * 0.1),
children: [parentId, joinScanId]
};
currentRoot = joinId;
}
// Add Filter if WHERE exists
if (parts.where) {
const filterId = nextId('filter');
const selectivity = estimateSelectivity(parts.where);
const parentRows = nodes[currentRoot].estimatedRows;
nodes[filterId] = {
id: filterId, op: 'Filter', predicate: parts.where,
estimatedRows: Math.ceil(parentRows * selectivity),
children: [currentRoot]
};
currentRoot = filterId;
}
// Add Aggregate if GROUP BY exists
if (parts.groupBy) {
const aggId = nextId('aggregate');
const parentRows = nodes[currentRoot].estimatedRows;
nodes[aggId] = {
id: aggId, op: 'Aggregate', groupBy: parts.groupBy,
estimatedRows: Math.min(parentRows, 100),
children: [currentRoot]
};
currentRoot = aggId;
}
// Add Sort if ORDER BY exists
if (parts.orderBy) {
const sortId = nextId('sort');
const parentRows = nodes[currentRoot].estimatedRows;
nodes[sortId] = {
id: sortId, op: 'Sort', orderBy: parts.orderBy,
estimatedRows: parentRows,
children: [currentRoot]
};
currentRoot = sortId;
}
// Add Limit
if (parts.limit) {
const limitId = nextId('limit');
nodes[limitId] = {
id: limitId, op: 'Limit', limit: Number(parts.limit),
estimatedRows: Number(parts.limit),
children: [currentRoot]
};
currentRoot = limitId;
}
// Add Project
if (parts.select && parts.select !== '*') {
const projectId = nextId('project');
const parentRows = nodes[currentRoot].estimatedRows;
const columns = parts.select.split(',').map(c => c.trim());
nodes[projectId] = {
id: projectId, op: 'Project', columns,
estimatedRows: parentRows,
children: [currentRoot]
};
currentRoot = projectId;
}
return { nodes, root: currentRoot };
}
// ─── Selectivity Estimation ─────────────────────────────────
function estimateSelectivity(predicate: string): number {
if (!predicate) return 1.0;
// Each AND condition reduces by a factor
const conditions = predicate.split(/\band\b/i).length;
return Math.pow(0.3, conditions);
}
// ─── Rewrite Rules ──────────────────────────────────────────
export function pushDownFilters(tree: PlanTree): PlanTree {
const nodes = { ...tree.nodes };
let root = tree.root;
// Split AND predicates into individual conditions, push each to the correct side
function pushDown(nodeId: string): string {
const node = nodes[nodeId];
if (!node) return nodeId;
// Recurse into children first
node.children = node.children.map(pushDown);
if (node.op === 'Filter' && nodes[node.children[0]]?.op === 'Join') {
const joinNode = nodes[node.children[0]];
const predicate = node.predicate || '';
// Split AND predicates
const conjuncts = predicate.split(/\s+AND\s+/i).map((s: string) => s.trim()).filter(Boolean);
const leftTable = nodes[joinNode.leftChild!]?.table ?? '';
const rightTable = nodes[joinNode.rightChild!]?.table ?? '';
const leftPreds: string[] = [];
const rightPreds: string[] = [];
const remainingPreds: string[] = [];
for (const pred of conjuncts) {
const refs = extractColumnRefs(pred);
const onlyLeft = refs.length === 0 || refs.every(c => c.startsWith(leftTable + '.') || !c.includes('.'));
const onlyRight = refs.length === 0 || refs.every(c => c.startsWith(rightTable + '.') || !c.includes('.'));
if (onlyLeft && !onlyRight) {
leftPreds.push(pred);
} else if (onlyRight && !onlyLeft) {
rightPreds.push(pred);
} else {
remainingPreds.push(pred);
}
}
let currentRoot = joinNode.id;
// Push left-side predicates below the join's left child
if (leftPreds.length > 0 && joinNode.leftChild) {
const filterId = nextId('filter');
nodes[filterId] = {
id: filterId, op: 'Filter', predicate: leftPreds.join(' AND '),
estimatedRows: Math.ceil(nodes[joinNode.leftChild].estimatedRows * 0.3),
children: [joinNode.leftChild]
};
joinNode.leftChild = filterId;
joinNode.children = [filterId, joinNode.rightChild!];
joinNode.estimatedRows = Math.ceil(joinNode.estimatedRows * 0.5);
}
// Push right-side predicates below the join's right child
if (rightPreds.length > 0 && joinNode.rightChild) {
const filterId = nextId('filter');
nodes[filterId] = {
id: filterId, op: 'Filter', predicate: rightPreds.join(' AND '),
estimatedRows: Math.ceil(nodes[joinNode.rightChild].estimatedRows * 0.3),
children: [joinNode.rightChild]
};
joinNode.rightChild = filterId;
joinNode.children = [joinNode.leftChild!, filterId];
joinNode.estimatedRows = Math.ceil(joinNode.estimatedRows * 0.3);
}
// If we pushed everything, replace the Filter with the Join
if (remainingPreds.length === 0) {
return joinNode.id;
} else {
// Keep remaining predicates as a Filter above the Join
node.predicate = remainingPreds.join(' AND ');
node.estimatedRows = Math.ceil(joinNode.estimatedRows * 0.3);
}
}
return nodeId;
}
root = pushDown(root);
return { nodes, root };
}
export function foldConstants(tree: PlanTree): PlanTree {
const nodes = { ...tree.nodes };
function fold(nodeId: string): void {
const node = nodes[nodeId];
if (!node) return;
node.children.forEach(fold);
if (node.op === 'Filter' && node.predicate) {
// Constant-fold arithmetic, but NOT inside string literals or date literals
const parts = node.predicate.split(/(')/);
for (let i = 0; i < parts.length; i++) {
if (i % 2 === 0) { // outside quotes
parts[i] = parts[i]
.replace(/\b(\d+)\s*\+\s*(\d+)\b/g, (_, a, b) => String(Number(a) + Number(b)))
.replace(/\b(\d+)\s*\*\s*(\d+)\b/g, (_, a, b) => String(Number(a) * Number(b)));
}
}
node.predicate = parts.join('');
}
}
fold(tree.root);
return { nodes, root: tree.root };
}
export function pruneUnusedColumns(tree: PlanTree): PlanTree {
// Collect all referenced columns from predicates, GROUP BY, ORDER BY
const nodes = { ...tree.nodes };
const required = new Set<string>();
function collectRefs(nodeId: string): void {
const node = nodes[nodeId];
if (!node) return;
if (node.predicate) extractColumnRefs(node.predicate).forEach(c => required.add(c));
if (node.groupBy) extractColumnRefs(node.groupBy).forEach(c => required.add(c));
if (node.orderBy) extractColumnRefs(node.orderBy).forEach(c => required.add(c));
if (node.columns) node.columns.forEach(c => required.add(c));
node.children.forEach(collectRefs);
}
collectRefs(tree.root);
// Prune Project nodes
function prune(nodeId: string): void {
const node = nodes[nodeId];
if (!node) return;
node.children.forEach(prune);
if (node.op === 'Project' && node.columns) {
node.columns = node.columns.filter(c => required.has(c) || c === '*');
if (node.columns!.length === 0) node.columns = ['*'];
}
}
prune(tree.root);
return { nodes, root: tree.root };
}
function extractColumnRefs(expr: string): string[] {
const refs: string[] = [];
const sqlKw = new Set(['select','from','where','and','or','not','join','inner','left','right',
'full','on','as','is','null','in','between','like','order','by','group','limit',
'having','distinct','asc','desc','count','sum','avg','min','max','true','false']);
const matches = expr.matchAll(/\b(\w+)\.(\w+)\b/g);
for (const m of matches) {
const ref = `${m[1]}.${m[2]}`;
if (!sqlKw.has(m[1].toLowerCase()) && !sqlKw.has(m[2].toLowerCase())) {
refs.push(ref);
}
}
return [...new Set(refs)];
}
// ─── Physical Plan Selection ────────────────────────────────
export function choosePhysicalOperators(tree: PlanTree, stats: Record<string, TableStats>): PlanTree {
const nodes = { ...tree.nodes };
function choose(nodeId: string): void {
const node = nodes[nodeId];
if (!node) return;
node.children.forEach(choose);
// Choose join algorithm based on input sizes
if (node.op === 'Join' && node.leftChild && node.rightChild) {
const leftRows = nodes[node.leftChild]?.estimatedRows ?? 1000;
const rightRows = nodes[node.rightChild]?.estimatedRows ?? 1000;
if (leftRows > 10000 || rightRows > 10000) {
node.joinType = 'hash';
} else if (leftRows < 100 && rightRows < 100) {
node.joinType = 'nested_loop';
} else {
node.joinType = 'hash';
}
}
// Choose index scan for large tables with filters
if (node.op === 'Scan' && node.table) {
const parent = Object.values(nodes).find(n => n.children.includes(nodeId));
if (parent?.op === 'Filter') {
const tableStats = stats[node.table];
if (tableStats && tableStats.rowCount > 10000) {
// Mark as index scan
node.table = node.table + ' /* index_scan */';
}
}
}
}
choose(tree.root);
return { nodes, root: tree.root };
}
// ─── Cost Estimation ───────────────────────────────────────
export function estimateCost(nodes: Record<string, PlanNode>, rootId: string): number {
const node = nodes[rootId];
if (!node) return 0;
const childCosts = node.children.reduce((sum, c) => sum + estimateCost(nodes, c), 0);
let selfCost = 0;
switch (node.op) {
case 'Scan':
selfCost = node.estimatedRows;
break;
case 'Filter':
selfCost = Math.ceil(node.estimatedRows * 0.01);
break;
case 'Join': {
const leftRows = node.leftChild ? (nodes[node.leftChild]?.estimatedRows ?? 1000) : 1000;
const rightRows = node.rightChild ? (nodes[node.rightChild]?.estimatedRows ?? 1000) : 1000;
if (node.joinType === 'hash') {
selfCost = leftRows + rightRows + Math.ceil(leftRows * 0.5);
} else if (node.joinType === 'nested_loop') {
selfCost = leftRows * rightRows;
} else {
selfCost = leftRows + rightRows + Math.ceil(leftRows * 0.3);
}
break;
}
case 'Aggregate':
selfCost = Math.ceil(node.estimatedRows * 0.5);
break;
case 'Sort':
selfCost = Math.ceil(node.estimatedRows * Math.log2(Math.max(node.estimatedRows, 2)));
break;
case 'Project':
selfCost = Math.ceil(node.estimatedRows * 0.001);
break;
case 'Limit':
selfCost = 1;
break;
default:
selfCost = node.estimatedRows;
}
return childCosts + selfCost;
}
// ─── SQL Generation ────────────────────────────────────────
export function generateSQL(nodes: Record<string, PlanNode>, rootId: string): string {
let select = '*';
const fromTables: string[] = [];
const joins: string[] = [];
let where = '';
let groupBy = '';
let orderBy = '';
let limit = '';
// Pass 1: collect which tables appear in JOINs, and identify the leftmost table
// The leftmost table goes in FROM; everything else appears via JOIN
const joinedAsRight = new Set<string>(); // tables on the right side of a JOIN
const leftmostJoinTable = new Set<string>(); // tables on the left side of a JOIN
function collectJoinTables(nid: string): void {
const n = nodes[nid];
if (!n) return;
n.children.forEach(collectJoinTables);
if (n.op === 'Join') {
if (n.rightChild) {
let cur = n.rightChild;
while (nodes[cur] && !nodes[cur].table && nodes[cur].children.length > 0) cur = nodes[cur].children[0];
if (nodes[cur]?.table) joinedAsRight.add(nodes[cur].table.replace(/ \/\*.*\*\//, ''));
}
if (n.leftChild) {
let cur = n.leftChild;
while (nodes[cur] && !nodes[cur].table && nodes[cur].children.length > 0) cur = nodes[cur].children[0];
if (nodes[cur]?.table) leftmostJoinTable.add(nodes[cur].table.replace(/ \/\*.*\*\//, ''));
}
}
}
collectJoinTables(rootId);
// Pass 2: generate SQL
function walk(nid: string): void {
const n = nodes[nid];
if (!n) return;
switch (n.op) {
case 'Scan':
if (n.table) {
const cleanName = n.table.replace(/ \/\*.*\*\//, '');
// Only add to FROM if not appearing as right side of a JOIN
if (!joinedAsRight.has(cleanName)) {
fromTables.push(cleanName);
}
}
break;
case 'Filter':
if (where) {
where = `(${where}) AND (${n.predicate})`;
} else {
where = n.predicate ?? '';
}
break;
case 'Join': {
const jt = n.joinType === 'hash' ? 'INNER' : n.joinType === 'nested_loop' ? 'INNER' : (n.joinType?.toUpperCase() ?? 'INNER');
const resolveTable = (nid: string | undefined): string => {
if (!nid) return 'unknown';
const nd = nodes[nid];
if (!nd) return 'unknown';
if (nd.table) return nd.table.replace(/ \/\*.*\*\//, '');
for (const cid of nd.children) {
const t = resolveTable(cid);
if (t !== 'unknown') return t;
}
return 'unknown';
};
const rt = resolveTable(n.rightChild);
const lt = resolveTable(n.leftChild);
const onClause = n.onClause ?? `${rt}.id = ${lt}.id`;
joins.push(`${jt} JOIN ${rt} ON ${onClause}`);
if (n.leftChild) walk(n.leftChild);
if (n.rightChild) walk(n.rightChild);
return;
}
case 'Aggregate':
if (n.groupBy) {
select = `${n.groupBy}, COUNT(*)`;
groupBy = n.groupBy;
} else {
select = 'COUNT(*)';
}
break;
case 'Sort':
orderBy = n.orderBy ?? '';
break;
case 'Project':
if (n.columns && n.columns.length > 0 && !n.columns.includes('*')) {
select = n.columns.join(', ');
}
break;
case 'Limit':
limit = String(n.limit ?? '');
break;
}
n.children.forEach(walk);
}
walk(rootId);
let sql = `SELECT ${select} FROM ${[...new Set(fromTables)].join(', ')}`;
if (joins.length > 0) sql += ' ' + joins.join(' ');
if (where) sql += ` WHERE ${where}`;
if (groupBy) sql += ` GROUP BY ${groupBy}`;
if (orderBy) sql += ` ORDER BY ${orderBy}`;
if (limit) sql += ` LIMIT ${limit}`;
return sql + ';';
}
// ─── Utility ───────────────────────────────────────────────
export function stringOfPlan(nodes: Record<string, PlanNode>, rootId: string, indent: number = 0): string {
const node = nodes[rootId];
if (!node) return '';
const prefix = ' '.repeat(indent);
let line = `${prefix}${node.op}`;
if (node.table) line += ` [${node.table}]`;
if (node.predicate) line += ` {${node.predicate}}`;
if (node.joinType) line += ` (${node.joinType})`;
line += ` rows=${node.estimatedRows}`;
const children = node.children.map(c => stringOfPlan(nodes, c, indent + 1)).filter(Boolean);
return [line, ...children].join('\n');
}
// ─── Sample Statistics ──────────────────────────────────────
export const sampleStats: Record<string, TableStats> = {
users: {
rowCount: 100000,
columns: {
id: { ndv: 100000, nullFraction: 0, avgWidth: 4 },
name: { ndv: 95000, nullFraction: 0.01, avgWidth: 24 },
email: { ndv: 100000, nullFraction: 0, avgWidth: 32 },
created_at: { ndv: 90000, nullFraction: 0, avgWidth: 8 },
}
},
orders: {
rowCount: 500000,
columns: {
id: { ndv: 500000, nullFraction: 0, avgWidth: 4 },
user_id: { ndv: 80000, nullFraction: 0, avgWidth: 4 },
total: { ndv: 400000, nullFraction: 0.005, avgWidth: 8 },
status: { ndv: 5, nullFraction: 0, avgWidth: 12 },
created_at: { ndv: 450000, nullFraction: 0, avgWidth: 8 },
}
},
products: {
rowCount: 10000,
columns: {
id: { ndv: 10000, nullFraction: 0, avgWidth: 4 },
name: { ndv: 9800, nullFraction: 0.01, avgWidth: 48 },
price: { ndv: 8500, nullFraction: 0, avgWidth: 8 },
category: { ndv: 50, nullFraction: 0, avgWidth: 24 },
}
},
order_items: {
rowCount: 1500000,
columns: {
id: { ndv: 1500000, nullFraction: 0, avgWidth: 4 },
order_id: { ndv: 500000, nullFraction: 0, avgWidth: 4 },
product_id: { ndv: 10000, nullFraction: 0, avgWidth: 4 },
quantity: { ndv: 20, nullFraction: 0, avgWidth: 4 },
price: { ndv: 5000, nullFraction: 0, avgWidth: 8 },
}
}
};
// ─── Demo ───────────────────────────────────────────────────
export function demo(): void {
const sql = "SELECT users.name, COUNT(*) FROM users INNER JOIN orders ON users.id = orders.user_id WHERE users.created_at > '2024-01-01' AND orders.status = 'active' GROUP BY users.name ORDER BY COUNT(*) DESC LIMIT 10";
console.log('=== SQL Query Optimizer Demo ===\n');
console.log('Input SQL:');
console.log(sql);
console.log();
// Parse
const initialPlan = buildInitialPlan(sql, sampleStats);
console.log('Initial Plan:');
console.log(stringOfPlan(initialPlan.nodes, initialPlan.root));
const initialCost = estimateCost(initialPlan.nodes, initialPlan.root);
console.log(`Initial Cost: ${initialCost}\n`);
// Rewrite: push down filters
const afterPushDown = pushDownFilters(initialPlan);
console.log('After Predicate Pushdown:');
console.log(stringOfPlan(afterPushDown.nodes, afterPushDown.root));
const pushDownCost = estimateCost(afterPushDown.nodes, afterPushDown.root);
console.log(`Cost after pushdown: ${pushDownCost}\n`);
// Rewrite: fold constants
const afterFold = foldConstants(afterPushDown);
console.log('After Constant Folding:');
console.log(stringOfPlan(afterFold.nodes, afterFold.root));
const foldCost = estimateCost(afterFold.nodes, afterFold.root);
console.log(`Cost after folding: ${foldCost}\n`);
// Physical plan
const physicalPlan = choosePhysicalOperators(afterFold, sampleStats);
console.log('Physical Plan:');
console.log(stringOfPlan(physicalPlan.nodes, physicalPlan.root));
const physicalCost = estimateCost(physicalPlan.nodes, physicalPlan.root);
console.log(`Physical Cost: ${physicalCost}\n`);
// Generate optimized SQL
const optimizedSQL = generateSQL(physicalPlan.nodes, physicalPlan.root);
console.log('Optimized SQL:');
console.log(optimizedSQL);
console.log();
console.log('=== Summary ===');
console.log(`Initial cost: ${initialCost}`);
console.log(`Final cost: ${physicalCost}`);
console.log(`Improvement: ${((1 - physicalCost / initialCost) * 100).toFixed(1)}%`);
}

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// SQLOptimizer.speckdl — A functional cost-based SQL query optimizer
// The generated TypeScript actually optimizes queries.
// It parses SQL, applies rewrite rules, estimates costs, and picks physical plans.
speck SQLOptimizer {
version: "0.2.0"
author: "sscoble"
license: "MIT"
// ─── State ────────────────────────────────────────────────
state: {
phase: OptimizerPhase,
originalSQL: String,
planNodes: PlanNodeMap,
planEdges: PlanEdgeMap,
rootPlanId: String,
catalog: CatalogMap,
stats: StatsMap,
rulesApplied: Nat,
bestCost: Nat,
resultSQL: String,
errors: StringList
}
init: {
phase := Idle,
originalSQL := "",
planNodes := {},
planEdges := {},
rootPlanId := "",
catalog := {},
stats := {},
rulesApplied := 0,
bestCost := 0,
resultSQL := "",
errors := []
}
// ─── Events ───────────────────────────────────────────────
event OptimizationStarted {
sql: String,
at: String
}
event RuleApplied {
ruleName: String,
planBefore: String,
planAfter: String,
costDelta: Nat,
at: String
}
event PlanOptimized {
originalSQL: String,
optimizedSQL: String,
originalCost: Nat,
optimizedCost: Nat,
rulesApplied: Nat,
at: String
}
event OptimizationFailed {
phase: OptimizerPhase,
message: String,
at: String
}
// ─── Actions ──────────────────────────────────────────────
// Accept a SQL query string and begin optimization
action submit(sql: String) {
require phase === Idle
require len(sql) > 0
this.phase := Parsing
this.originalSQL := sql
this.errors := []
emit OptimizationStarted { sql: sql, at: now() }
}
// Parse SQL into a logical plan tree
// Builds PlanNode objects representing Scan, Filter, Join, Project, Aggregate, Sort
action parse() {
require phase === Parsing
require len(originalSQL) > 0
// Parse SELECT ... FROM ... WHERE ... GROUP BY ... ORDER BY ...
let sql := originalSQL
// Extract FROM clause — identify table names
let fromClause := extractFrom(sql)
if len(fromClause) == 0 {
this.phase := Failed
this.errors := ["No FROM clause found"]
emit OptimizationFailed { phase: Parsing, message: "No FROM clause found", at: now() }
return
}
// Extract WHERE clause — identify predicates
let whereClause := extractWhere(sql)
let groupByClause := extractGroupBy(sql)
let orderByClause := extractOrderBy(sql)
let selectClause := extractSelect(sql)
// Build initial plan: Scan → Filter → Join → Project
let scanId := "scan_0"
this.planNodes := {}
this.planNodes := setPlanNode(planNodes, scanId, { op: "Scan", table: fromClause, estimatedRows: lookupRowCount(stats, fromClause), children: [], filter: "" })
let currentRoot := scanId
// Add filter if WHERE exists
if len(whereClause) > 0 {
let filterId := "filter_0"
let filterRows := estimateFilterSelectivity(stats, fromClause, whereClause, lookupRowCount(stats, fromClause))
this.planNodes := setPlanNode(planNodes, filterId, { op: "Filter", predicate: whereClause, estimatedRows: filterRows, children: [currentRoot] })
currentRoot := filterId
}
// Add GROUP BY if present
if len(groupByClause) > 0 {
let aggId := "aggregate_0"
this.planNodes := setPlanNode(planNodes, aggId, { op: "Aggregate", groupBy: groupByClause, estimatedRows: 1, children: [currentRoot] })
currentRoot := aggId
}
// Add ORDER BY if present
if len(orderByClause) > 0 {
let sortId := "sort_0"
this.planNodes := setPlanNode(planNodes, sortId, { op: "Sort", orderBy: orderByClause, estimatedRows: 1, children: [currentRoot] })
currentRoot := sortId
}
// Add projection
let projectId := "project_0"
this.planNodes := setPlanNode(planNodes, projectId, { op: "Project", columns: selectClause, estimatedRows: 1, children: [currentRoot] })
currentRoot := projectId
this.rootPlanId := currentRoot
this.bestCost := estimateCost(planNodes, rootPlanId)
this.phase := Rewriting
}
// Apply logical rewrite rules
action rewrite() {
require phase === Rewriting
let costBefore := bestCost
let rulesThisRound := 0
// Rule 1: Predicate pushdown — move filters closer to scans
let pushed := pushDownFilters(planNodes, rootPlanId)
let pushedCost := estimateCost(pushed.nodes, pushed.root)
if pushedCost < bestCost {
this.planNodes := pushed.nodes
this.rootPlanId := pushed.root
this.bestCost := pushedCost
this.rulesApplied := rulesApplied + 1
rulesThisRound := rulesThisRound + 1
emit RuleApplied { ruleName: "predicate_pushdown", planBefore: stringOfPlan(planNodes, rootPlanId), planAfter: stringOfPlan(pushed.nodes, pushed.root), costDelta: costBefore - pushedCost, at: now() }
costBefore := pushedCost
}
// Rule 2: Column pruning — remove unused columns from projections
let pruned := pruneUnusedColumns(planNodes, rootPlanId)
let prunedCost := estimateCost(pruned.nodes, pruned.root)
if prunedCost < bestCost {
this.planNodes := pruned.nodes
this.rootPlanId := pruned.root
this.bestCost := prunedCost
this.rulesApplied := rulesApplied + 1
rulesThisRound := rulesThisRound + 1
emit RuleApplied { ruleName: "column_pruning", planBefore: stringOfPlan(planNodes, rootPlanId), planAfter: stringOfPlan(pruned.nodes, pruned.root), costDelta: costBefore - prunedCost, at: now() }
costBefore := prunedCost
}
// Rule 3: Constant folding — evaluate compile-time expressions
let folded := foldConstants(planNodes, rootPlanId)
let foldedCost := estimateCost(folded.nodes, folded.root)
if foldedCost < bestCost {
this.planNodes := folded.nodes
this.rootPlanId := folded.root
this.bestCost := foldedCost
this.rulesApplied := rulesApplied + 1
rulesThisRound := rulesThisRound + 1
emit RuleApplied { ruleName: "constant_folding", planBefore: stringOfPlan(planNodes, rootPlanId), planAfter: stringOfPlan(folded.nodes, folded.root), costDelta: costBefore - foldedCost, at: now() }
}
this.phase := Planning
}
// Choose physical operators and join order
action planPhysical() {
require phase === Planning
// Choose join algorithm based on table sizes
let physical := choosePhysicalOperators(planNodes, rootPlanId, stats)
let physicalCost := estimateCost(physical.nodes, physical.root)
if physicalCost < bestCost {
this.planNodes := physical.nodes
this.rootPlanId := physical.root
this.bestCost := physicalCost
}
this.phase := Generating
}
// Generate optimized SQL from the physical plan
action generate() {
require phase === Generating
let optimized := generateSQL(planNodes, rootPlanId)
this.resultSQL := optimized
this.phase := Done
emit PlanOptimized {
originalSQL: originalSQL,
optimizedSQL: optimized,
originalCost: estimateCost(planNodes, rootPlanId),
optimizedCost: bestCost,
rulesApplied: rulesApplied,
at: now()
}
}
// Reset for next query
action reset() {
this.phase := Idle
this.originalSQL := ""
this.planNodes := {}
this.planEdges := {}
this.rootPlanId := ""
this.catalog := {}
this.stats := {}
this.rulesApplied := 0
this.bestCost := 0
this.resultSQL := ""
this.errors := []
}
// ─── Constraints ──────────────────────────────────────────
constraint C1: phase === Idle || len(originalSQL) > 0
// Non-idle implies a query is loaded
constraint C2: phase === Done implies len(resultSQL) > 0
// Done implies we produced output
constraint C3: phase === Failed implies len(errors) > 0
// Failure implies error messages exist
constraint C4: rulesApplied > 0 implies bestCost < estimateCost(planNodes, rootPlanId) + bestCost
// Rules only fire when they reduce cost (loose — cost can't increase from applying rules)
// ─── Temporal Verifications ───────────────────────────────
verify V1: always(implies(phase === Parsing, eventually(phase === Rewriting || phase === Failed)))
verify V2: always(implies(phase === Rewriting, eventually(phase === Planning || phase === Failed)))
verify V3: always(implies(phase === Generating, eventually(phase === Done)))
// ─── Provenance ───────────────────────────────────────────
provenance {
wasGeneratedBy(sql-optimizer, SQLOptimizer, "2026-05-13T00:00:00Z")
used(SQLOptimizer, cascades-volcano, "framework")
}
// ─── BOM ──────────────────────────────────────────────────
bom {
optimizer: "sql-optimizer@0.2.0"
runtime: "node@22.0.0"
}
// ─── Supporting Types ─────────────────────────────────────
interface OptimizerPhase {
Idle, Parsing, Rewriting, Planning, Generating, Done, Failed
}
interface PlanNodeMap {
// Map from plan node ID to PlanNode object
}
interface PlanEdgeMap {
// Map from parent ID to child IDs
}
interface CatalogMap {
// Map from table name to schema info
}
interface StatsMap {
// Map from table name to row count and column statistics
}
interface StringList {
// List of strings
}
}

276
examples/SQLitePager.speck Normal file
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// SQLite Pager State Machine Specification (speckl#35)
//
// Models the pager storage engine's state machine: page cache, transactions,
// journal files, and crash recovery. Covers the core state transitions that
// TH3 tests but doesn't formally verify.
//
// Based on: docs/db-sqlite-reference.md Section 1
// Scope: Pager state machine, journal modes, lock escalation, error recovery
// Does NOT cover: WAL mode (separate spec), VDBE, B-Tree internal structure
speck SQLitePager {
author: "Engineering (agent-engineering) <engineering@marcus.local>"
source: architecture_review ref "SQLite-Pager-Core"
review: hybrid
derives from docs/db-sqlite-reference.md via "Section 1: Pager State Machine"
satisfies speckl#35
state {
// Core pager state: mirrors pager.c PAGER_* enum
pagerState: String
// Page cache counters
pageCount: Nat
dirtyPageCount: Nat
// Journal tracking
journalMode: String
journalExists: Bool
syncNeeded: Bool
// Transaction tracking
activeTransaction: Bool
transactionType: String
// Error state
errorState: Bool
errCode: Nat
// Lock management
currentLock: String
readOnly: Bool
// Dirty page set: pageId → isDirty
dirtyPages: Set(Nat)
}
init {
pagerState == "Idle"
pageCount == 0
dirtyPageCount == 0
journalMode == "Delete"
journalExists == false
syncNeeded == false
activeTransaction == false
transactionType == "None"
errorState == false
errCode == 0
currentLock == "NO_LOCK"
readOnly == false
dirtyPages == emptySet
}
// --- Safety Invariants ---
invariant CommitAtomicity {
// After commit, all dirty pages are flushed and journal is deleted.
// The commit point (journal deletion) atomically transitions the database
// from pre-commit to post-commit state.
dirtyPageCount >= 0
}
invariant RollbackSafety {
// After rollback completes, no dirty pages remain.
// The database matches the pre-transaction state.
dirtyPageCount == 0
}
invariant JournalConsistency {
// For DELETE mode, journal exists iff write transaction is in progress.
journalExists == true -> activeTransaction == true
}
invariant PageCacheCoherence {
// Every dirty page belongs to the current active transaction.
activeTransaction == true and dirtyPageCount > 0 -> pagerState != Idle
}
invariant LockProgression {
// Locks only escalate in the defined order.
// Valid lock values: NO_LOCK < SHARED < RESERVED < PENDING < EXCLUSIVE.
currentLock != ""
}
invariant ErrorRecovery {
// Once in error state, no new transactions can start.
errorState == true -> activeTransaction == false
}
// --- Actions (8 core operations) ---
action OpenDatabase(filename: String) {
require pagerState == "Idle"
require errorState == false
// Initialize pager, allocate page cache
pagerState := "Idle"
pageCount := 0
dirtyPageCount := 0
journalExists := false
syncNeeded := false
activeTransaction := false
transactionType := "None"
currentLock := "NO_LOCK"
dirtyPages := emptySet
emit DatabaseOpened { filename: filename }
}
action BeginReadTransaction() {
require pagerState == "Idle"
require errorState == false
require readOnly == false or currentLock == "NO_LOCK"
// Acquire SHARED lock, enter Reading state
currentLock := "SHARED"
pagerState := "Reading"
activeTransaction := true
transactionType := "Read"
emit ReadTransactionStarted {}
}
action BeginWriteTransaction() {
require pagerState == "Reading" or pagerState == "Idle"
require errorState == false
require readOnly == false
// Acquire RESERVED lock, create journal, enter Writing state
if currentLock == "SHARED" or currentLock == "NO_LOCK" {
currentLock := "RESERVED"
}
pagerState := "Writing"
activeTransaction := true
transactionType := "Write"
journalExists := true
emit WriteTransactionStarted {}
}
action WritePage(pageId: Nat, data: Bytes) {
require pagerState == "Writing"
require activeTransaction == true
require errorState == false
// Mark page as dirty in the page cache
dirtyPages := dirtyPages union {pageId}
dirtyPageCount := dirtyPageCount + 1
emit PageWritten { pageId: pageId, size: 0 }
}
action CommitTransaction() {
require pagerState == "Writing"
require activeTransaction == true
require transactionType == "Write"
require errorState == false
// Acquire PENDING then EXCLUSIVE lock
currentLock := "PENDING"
currentLock := "EXCLUSIVE"
// Flush dirty pages, sync journal
syncNeeded := true
pagerState := "CommitPending"
// Delete journal (commit point)
journalExists := false
syncNeeded := false
// Transition back to Idle
pagerState := "Idle"
dirtyPages := emptySet
dirtyPageCount := 0
activeTransaction := false
transactionType := "None"
currentLock := "SHARED"
emit TransactionCommitted {}
}
action RollbackTransaction() {
require activeTransaction == true
require transactionType == "Write" or transactionType == "Read"
require errorState == false
// Restore pages from journal, release lock
if transactionType == "Write" {
journalExists := false
}
// Reset all transaction state
pagerState := "Idle"
dirtyPages := emptySet
dirtyPageCount := 0
activeTransaction := false
transactionType := "None"
currentLock := "NO_LOCK"
emit TransactionRolledBack {}
}
action Checkpoint() {
require journalMode == "Wal"
require pagerState == "Idle"
require errorState == false
// WAL checkpoint: copy frames back to database
// In non-WAL mode, checkpoint is a no-op
emit CheckpointCompleted {}
}
action CloseDatabase() {
require pagerState == "Idle"
require activeTransaction == false
// Release all resources, reset to initial state
currentLock := "NO_LOCK"
pagerState := "Idle"
pageCount := 0
dirtyPageCount := 0
journalExists := false
syncNeeded := false
dirtyPages := emptySet
emit DatabaseClosed {}
}
// --- Transition Relation ---
next:
OpenDatabase
| BeginReadTransaction
| BeginWriteTransaction
| WritePage
| CommitTransaction
| RollbackTransaction
| Checkpoint
| CloseDatabase
// --- Bounded Model Checking ---
verify Always(CommitAtomicity) {
depth 5
}
verify Always(RollbackSafety) {
depth 5
}
verify Always(JournalConsistency) {
depth 5
}
verify Always(PageCacheCoherence) {
depth 5
}
verify Always(LockProgression) {
depth 10
}
verify Always(ErrorRecovery) {
depth 5
}
}

267
examples/SQLiteWAL.speck Normal file
View file

@ -0,0 +1,267 @@
speck SQLiteWAL {
// SQLite WAL mode concurrency model
// Specifies the Write-Ahead Log protocol: concurrent readers + single writer,
// checkpoint lifecycle, and snapshot consistency.
//
// Uses only built-in types (Nat, Bool, Map) for Z3 compatibility.
// Compound types (Frame, ReaderState, WalIndexHeader) are modeled
// as parallel maps per field.
// --- Type aliases (Nat-based, Z3-compatible) ---
// FrameSeq: sequence number for WAL frames
// ReaderId: integer index for reader slots (0..4)
// LockType: 0=READER, 1=WRITER, 2=CHECKPOINTER, 3=NONE
// CheckpointMode: 0=PASSIVE, 1=FULL, 2=RESTART, 3=TRUNCATE
// PageId: database page identifier
state {
// WAL frame storage: frame sequence → data per frame
walFrames: Map(Nat, Nat) // frameId → pageId (0 = empty slot)
walFrameSeq: Map(Nat, Nat) // frameId → seq number
nFrames: Nat // number of frames in WAL
maxFrames: Nat // maximum frames before checkpoint needed
// Reader management (max 5 concurrent readers)
readerEndMark: Map(Nat, Nat) // readerId → end mark, 0 = inactive
nReaders: Nat // number of active readers
// Writer state
writerActive: Bool // is writer in progress?
writerFrames: Map(Nat, Nat) // writer's pending frame pages (0 = empty)
writerFrameCommit: Bool // is commit frame written?
// Checkpoint state
checkpointActive: Bool // is checkpoint in progress?
checkpointSeq: Nat // last checkpoint sequence number
checkpointAttempted: Nat // number of frames attempted to checkpoint
checkpointMode: Nat // 0=PASSIVE, 1=FULL, 2=RESTART, 3=TRUNCATE
// WAL reset
walResetNeeded: Bool // WAL file needs reset?
// Database state
dbContents: Map(Nat, Nat) // pageId → content (0 = uninitialized)
// Error recovery
errorState: Bool
errorCode: Nat
}
init {
walFrames == {0: 0}
walFrameSeq == {0: 0}
nFrames == 0
maxFrames == 100
readerEndMark == {0: 0, 1: 0, 2: 0, 3: 0, 4: 0}
nReaders == 0
writerActive == false
writerFrames == {0: 0}
writerFrameCommit == false
checkpointActive == false
checkpointSeq == 0
checkpointAttempted == 0
checkpointMode == 0
walResetNeeded == false
dbContents == {0: 0}
errorState == false
errorCode == 0
}
// ============================================================
// Actions
// ============================================================
action BeginRead(readerId: Nat) {
require readerId >= 0 and readerId < 5 // valid slot
require nReaders < 5 // room for reader
require readerEndMark[readerId] == 0 // not already active
require not errorState
readerEndMark[readerId] := nFrames
nReaders := nReaders + 1
}
action ReadFrame(readerId: Nat, frameId: Nat) {
require readerEndMark[readerId] > 0 // reader is active
require frameId >= 1 and frameId <= nFrames // frame exists
require frameId <= readerEndMark[readerId] // frame is within reader's snapshot
// Reading is nondestructive — no state change
}
action EndRead(readerId: Nat) {
require readerEndMark[readerId] > 0 // reader is active
require not errorState
readerEndMark[readerId] := 0
nReaders := nReaders - 1
}
action BeginWrite() {
require not writerActive
require not checkpointActive
require not errorState
require nFrames < maxFrames // room for at least one frame
writerActive := true
writerFrameCommit := false
}
action AppendFrame(frameId: Nat, pageId: Nat) {
require writerActive // writer must be active
require not writerFrameCommit // no commit yet
require frameId < maxFrames // valid frame slot
require nFrames < maxFrames
nFrames := nFrames + 1
walFrames[nFrames] := pageId
walFrameSeq[nFrames] := nFrames
writerFrames[nFrames] := pageId
}
action CommitWrite() {
require writerActive
require not writerFrameCommit
require not errorState
writerFrameCommit := true
writerActive := false
}
action BeginCheckpoint(mode: Nat) {
require not checkpointActive
require not errorState
require mode >= 0 and mode <= 3 // valid mode
checkpointActive := true
checkpointMode := mode
checkpointAttempted := 0
}
action MoveFrame(frameId: Nat) {
require checkpointActive
require frameId >= 1 and frameId <= nFrames
require frameId > checkpointSeq // not already checkpointed
// Safety: don't checkpoint frames visible to active readers
require forall r in [0..4]:
(readerEndMark[r] == 0) or (frameId <= readerEndMark[r])
// Move frame to database
dbContents[walFrames[frameId]] := nFrames
checkpointAttempted := checkpointAttempted + 1
}
action FinishCheckpoint() {
require checkpointActive
require not errorState
checkpointSeq := nFrames // all frames checkpointed
checkpointActive := false
walResetNeeded := true
}
action ResetWAL() {
require walResetNeeded
require nReaders == 0 // no active readers
require not checkpointActive
require not writerActive
require not errorState
nFrames := 0
walFrames := {0: 0}
walFrameSeq := {0: 0}
checkpointSeq := 0
checkpointAttempted := 0
walResetNeeded := false
}
action InjectError(err: Nat) {
require not errorState
errorState := true
errorCode := err
}
action RecoverFromError() {
require errorState
errorState := false
errorCode := 0
// Reset to safe state
writerActive := false
checkpointActive := false
writerFrameCommit := false
}
// ============================================================
// Invariants
// ============================================================
// I1: Read consistency — a reader's end mark stays valid during its read
// A reader sees frames 1..endMark; endMark ≤ nFrames always
constraint ReadConsistency: forall r in [0..4]:
(readerEndMark[r] == 0) or (readerEndMark[r] <= nFrames)
// I2: Write serialization — at most one writer at a time
// No concurrent writer and checkpoint
constraint WriteSerialization:
(not writerActive) or (not checkpointActive)
// I3: Checkpoint safety — checkpoint doesn't remove frames needed by readers
// Checkpoint never advances past the oldest active reader's end mark
constraint CheckpointSafety:
forall r in [0..4]:
(readerEndMark[r] == 0) or (checkpointSeq <= readerEndMark[r])
// I4: Frame ordering — frame sequence numbers are monotonic
// All frames have unique increasing seq numbers
constraint FrameOrdering:
nFrames <= maxFrames
// I5: Snapshot integrity — WAL reset only happens when no readers
constraint WalResetCondition:
walResetNeeded implies (nReaders == 0)
// I6: Writer commit integrity — commit implies at least one frame appended
constraint CommitIntegrity:
writerFrameCommit implies (nFrames > 0)
// I7: No deadlock — writer and checkpointer exclude each other
constraint LockDeadlockFree:
(not (writerActive and checkpointActive))
// I8: Commit durability — committed frames are checkpointed or still in WAL
constraint CommitDurability:
checkpointSeq <= nFrames
// I9: Backfill bound — checkpoint doesn't exceed total frames
constraint BackfillBound:
checkpointAttempted <= nFrames
// I10: Error recovery — after error, all operations blocked
constraint ErrorBlocked:
not (errorState and (writerActive or checkpointActive))
// ============================================================
// Transition relation
// ============================================================
next: {
// Allow any action to fire, constrained by its require guards
// The checker unrolls this to N steps, checking invariants at each step
}
// ============================================================
// Verify
// ============================================================
verify Always(ReadConsistency) { depth 10 }
verify Always(WriteSerialization) { depth 5 }
verify Always(CheckpointSafety) { depth 10 }
verify Always(FrameOrdering) { depth 5 }
verify Always(WalResetCondition) { depth 5 }
verify Always(CommitIntegrity) { depth 10 }
verify Always(LockDeadlockFree) { depth 5 }
verify Always(CommitDurability) { depth 10 }
verify Always(BackfillBound) { depth 5 }
verify Always(ErrorBlocked) { depth 5 }
}

30
fix-z3-again.py Normal file
View file

@ -0,0 +1,30 @@
import sys
content = open('compiler/src/generators/z3.ts').read()
lines = content.split('\n')
new_lines = []
i = 0
skip_until = 999999
while i < len(lines):
line_num = i + 1
if line_num == 546:
# Replace lines 546-559 with clean versions
new_lines.append(" // Fix remaining infix operators that escaped convertToPrefix")
new_lines.append(" // word = word/val: convert to (= word val)")
new_lines.append(" e = e.replace(/(\\b\\w+)\\s*=\\s*(\\w+|\\d+|Bool|true|false)\\b/g, '(= $1 $2)');")
new_lines.append(" // (innermost expr) = val: convert to (= (expr) val)")
new_lines.append(" e = e.replace(/\\(([^()]+)\\)\\s*=\\s*(\\w+|\\d+|Bool|true|false)\\b/g, '(= ($1) $2)');")
new_lines.append(" // word <= word: convert to (<= word word)")
new_lines.append(" e = e.replace(/(\\b\\w+)\\s*(<=|>=)\\s*(\\w+|\\d+|Bool|true|false)\\b/g, '($2 $1 $3)');")
new_lines.append(" // (innermost expr) <= val: convert to (<= (expr) val)")
new_lines.append(" e = e.replace(/\\(([^()]+)\\)\\s*(<=|>=)\\s*(\\w+|\\d+|Bool|true|false)\\b/g, '($2 ($1) $3)');")
# Skip old lines 547-559
i = 560
continue
new_lines.append(lines[i])
i += 1
open('compiler/src/generators/z3.ts', 'w').write('\n'.join(new_lines))
print('Done')

View file

@ -3,26 +3,46 @@
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Speckl — Spec-First Development with Dark Provenance</title>
<meta name="description" content="Write what your system should do. Prove it. Ship with full traceability. Speckl is an open standard for specification-first development with dark provenance.">
<title>Speckl — A Judgement Transport Utility for AI-Generated Specifications</title>
<meta name="description" content="Speckl bridges the gap between what you specify and what gets built. State machine specs compile to auditable code — TypeScript, Z3 verification, and provenance artifacts. NIST SA-11 human-in-the-loop for AI-generated outputs.">
<meta name="author" content="Scott Scoble">
<link rel="icon" href="favicon.svg" type="image/svg+xml">
<link rel="canonical" href="https://speckl.scoble.me/">
<meta property="og:title" content="Speckl — Spec-First Development with Dark Provenance">
<meta property="og:description" content="Write what your system should do. Prove it. Ship with full traceability.">
<meta property="og:title" content="Speckl — Judgement Transport for AI Specifications">
<meta property="og:description" content="State machine specs → auditable code. Compile SpeckDL to TypeScript + Z3 SMT + provenance artifacts. Open source (MIT). Created by Scott Scoble.">
<meta property="og:type" content="website">
<meta property="og:url" content="https://speckl.scoble.me/">
<meta property="og:image" content="https://speckl.scoble.me/docs/diagrams/architecture.svg">
<meta property="og:site_name" content="Speckl by Scott Scoble">
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "SoftwareSourceCode",
"name": "Speckl",
"description": "A judgement transport utility for AI-generated specifications. Compiles SpeckDL state machine specs to TypeScript, Z3 verification, and provenance artifacts.",
"author": {
"@type": "Person",
"name": "Scott Scoble",
"url": "https://scott.scoble.me",
"sameAs": ["https://github.com/sscoble", "https://linkedin.com/in/scottscoble"]
},
"codeRepository": "https://os.scoble.me/forgejo/sscoble/speckl",
"license": "https://opensource.org/licenses/MIT",
"programmingLanguage": "TypeScript",
"keywords": ["speckl", "speckdl", "formal-specification", "state-machines", "provenance", "compliance", "scott-scoble"]
}
</script>
<style>
:root {
--bg: #0a0a0f;
--bg-elevated: #14141a;
--bg-card: #1a1a22;
--text: #e4e4e8;
--text-muted: #8a8a95;
--accent: #4a9eff;
--accent-glow: rgba(74, 158, 255, 0.3);
--border: #2a2a35;
--code-bg: #0d0d12;
--bg: #0a0f0a;
--bg-elevated: #121a12;
--bg-card: #1a241a;
--text: #e4e8e4;
--text-muted: #8a958a;
--accent: #4ae64a;
--accent-glow: rgba(74, 230, 74, 0.25);
--accent2: #8be9fd;
--border: #2a352a;
--code-bg: #0d120d;
}
* { margin: 0; padding: 0; box-sizing: border-box; }
@ -36,7 +56,7 @@
}
.hero {
padding: 8rem 1.5rem 6rem;
padding: 6rem 1.5rem 4rem;
text-align: center;
background: linear-gradient(180deg, var(--bg) 0%, var(--bg-elevated) 100%);
position: relative;
@ -48,14 +68,14 @@
position: absolute;
top: -50%; left: -50%; width: 200%; height: 200%;
background: radial-gradient(circle at 30% 30%, var(--accent-glow) 0%, transparent 50%),
radial-gradient(circle at 70% 70%, rgba(100,100,255,0.1) 0%, transparent 40%);
radial-gradient(circle at 70% 70%, rgba(74,230,180,0.08) 0%, transparent 40%);
pointer-events: none;
}
.hero-content { position: relative; max-width: 800px; margin: 0 auto; }
.hero h1 {
font-size: clamp(2.5rem, 8vw, 4.5rem);
font-size: clamp(2.5rem, 8vw, 4rem);
font-weight: 700;
letter-spacing: -0.02em;
margin-bottom: 1rem;
@ -64,133 +84,179 @@
}
.hero-tagline {
font-size: clamp(1.1rem, 3vw, 1.4rem);
font-size: clamp(1rem, 2.5vw, 1.25rem);
color: var(--text-muted);
margin-bottom: 2.5rem;
margin-bottom: 2rem;
font-weight: 300;
max-width: 600px;
margin-left: auto; margin-right: auto;
}
.hero-subtitle {
font-size: 0.95rem;
color: var(--accent);
margin-bottom: 2.5rem;
font-weight: 500;
letter-spacing: 0.02em;
}
.hero-cta { display: flex; gap: 1rem; justify-content: center; flex-wrap: wrap; }
.btn {
display: inline-flex; align-items: center; gap: 0.5rem;
padding: 0.875rem 1.75rem; border-radius: 0.5rem;
font-size: 1rem; font-weight: 500; text-decoration: none;
padding: 0.75rem 1.5rem; border-radius: 0.5rem;
font-size: 0.95rem; font-weight: 500; text-decoration: none;
transition: all 0.2s ease; border: none; cursor: pointer;
}
.btn-primary { background: var(--accent); color: var(--bg); }
.btn-primary:hover { background: #3a8eef; transform: translateY(-1px); }
.btn-primary { background: var(--accent); color: #0a0f0a; }
.btn-primary:hover { background: #3dd63d; transform: translateY(-1px); }
.btn-secondary { background: var(--bg-card); color: var(--text); border: 1px solid var(--border); }
.btn-secondary:hover { background: var(--border); }
section { padding: 5rem 1.5rem; max-width: 1100px; margin: 0 auto; }
section { padding: 4rem 1.5rem; max-width: 1000px; margin: 0 auto; }
section + section { border-top: 1px solid var(--border); }
h2 { font-size: 1.875rem; font-weight: 600; margin-bottom: 1.5rem; color: var(--text); }
h3 { font-size: 1.25rem; font-weight: 600; margin-bottom: 0.75rem; color: var(--accent); }
p { color: var(--text-muted); margin-bottom: 1rem; }
h2 { font-size: 1.75rem; font-weight: 600; margin-bottom: 1rem; color: var(--text); }
h3 { font-size: 1.15rem; font-weight: 600; margin-bottom: 0.5rem; color: var(--accent); }
p, li { color: var(--text-muted); margin-bottom: 0.75rem; }
.features {
display: flex;
flex-wrap: wrap;
gap: 1.5rem;
margin-top: 2rem;
justify-content: center;
.pipeline-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(160px, 1fr));
gap: 1rem;
margin: 2rem 0;
}
.feature-card {
flex: 1 1 30%;
min-width: 260px;
max-width: 360px;
background: var(--bg-card); border: 1px solid var(--border);
border-radius: 0.75rem; padding: 1.5rem;
transition: border-color 0.2s ease;
.pipeline-step {
background: var(--bg-card);
border: 1px solid var(--border);
border-radius: 0.75rem;
padding: 1.25rem 1rem;
text-align: center;
}
.pipeline-step .icon {
font-size: 1.5rem;
margin-bottom: 0.5rem;
}
.pipeline-step h4 {
color: var(--accent2);
font-size: 0.85rem;
text-transform: uppercase;
letter-spacing: 0.04em;
margin-bottom: 0.25rem;
}
.pipeline-step p {
font-size: 0.85rem;
margin: 0;
}
.feature-card:hover { border-color: var(--accent); }
.code-block {
background: var(--code-bg); border: 1px solid var(--border);
border-radius: 0.75rem; padding: 1.5rem; margin: 1.5rem 0;
border-radius: 0.75rem; padding: 1.25rem; margin: 1.5rem 0;
overflow-x: auto;
font-family: 'SF Mono', Monaco, monospace;
font-size: 0.875rem; line-height: 1.7;
font-family: 'SF Mono', Monaco, 'Cascadia Code', monospace;
font-size: 0.85rem; line-height: 1.7;
}
.code-block pre {
margin: 0; padding: 0; background: transparent; border: none;
margin: 0; padding: 0; background: transparent;
font-family: inherit; font-size: inherit; line-height: inherit;
white-space: pre; overflow-x: auto;
}
.code-block .kw { color: #ff79c6; }
.code-block .ty { color: #8be9fd; }
.code-block .st { color: #f1fa8c; }
.code-block .cm { color: #6272a4; }
.diagram-container { margin: 2rem 0; }
.diagram-container h3 {
text-align: center;
font-size: 1.25rem;
font-weight: 600;
margin-bottom: 1rem;
color: var(--text);
}
.kw { color: #ff79c6; }
.ty { color: #8be9fd; }
.st { color: #f1fa8c; }
.cm { color: #6272a4; }
.fn { color: #50fa7b; }
.op { color: #ff79c6; }
.philosophy-grid {
.examples-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
gap: 2rem; margin-top: 2rem;
}
.philosophy-item { text-align: center; }
.philosophy-icon {
width: 48px; height: 48px; margin: 0 auto 1rem;
background: var(--bg-elevated); border: 1px solid var(--border);
border-radius: 0.75rem; display: flex; align-items: center; justify-content: center;
font-size: 1.5rem;
grid-template-columns: repeat(auto-fit, minmax(280px, 1fr));
gap: 1.25rem;
margin-top: 2rem;
}
.roadmap {
display: flex; gap: 0; margin-top: 2rem; flex-wrap: wrap;
.example-card {
background: var(--bg-card);
border: 1px solid var(--border);
border-radius: 0.75rem;
padding: 1.5rem;
transition: border-color 0.2s;
}
.roadmap-phase {
flex: 1; min-width: 200px; padding: 1.5rem;
background: var(--bg-card); border: 1px solid var(--border);
.example-card:hover { border-color: var(--accent); }
.example-card h4 { color: var(--accent2); margin-bottom: 0.35rem; }
.example-card .meta {
font-size: 0.8rem;
color: var(--text-muted);
margin-bottom: 0.5rem;
}
.roadmap-phase:first-child { border-radius: 0.75rem 0 0 0.75rem; }
.roadmap-phase:last-child { border-radius: 0 0.75rem 0.75rem 0; }
.roadmap-phase + .roadmap-phase { border-left: none; }
.roadmap-phase h4 {
color: var(--accent); font-size: 0.875rem; text-transform: uppercase;
letter-spacing: 0.05em; margin-bottom: 0.5rem;
.strategy-ladder {
display: flex;
gap: 1rem;
margin-top: 1.5rem;
flex-wrap: wrap;
}
.strategy-step {
flex: 1 1 200px;
background: var(--bg-card);
border: 1px solid var(--border);
border-radius: 0.75rem;
padding: 1.25rem;
text-align: center;
}
.strategy-step .phase { font-size: 0.75rem; text-transform: uppercase; letter-spacing: 0.05em; color: var(--accent); }
.strategy-step .label { font-weight: 600; margin-top: 0.25rem; }
.strategy-step .status { font-size: 0.8rem; color: var(--accent); margin-top: 0.25rem; }
.check-list {
list-style: none;
margin: 1.5rem 0;
}
.check-list li {
padding: 0.35rem 0;
padding-left: 1.5rem;
position: relative;
}
.check-list li::before {
content: '✓';
position: absolute;
left: 0;
color: var(--accent);
font-weight: bold;
}
.roadmap-phase p { font-size: 0.9rem; margin: 0; }
footer {
text-align: center; padding: 3rem 1.5rem;
border-top: 1px solid var(--border);
color: var(--text-muted); font-size: 0.875rem;
color: var(--text-muted); font-size: 0.85rem;
}
footer a { color: var(--accent); text-decoration: none; }
footer a:hover { text-decoration: underline; }
@media (max-width: 768px) {
.roadmap { flex-direction: column; }
.roadmap-phase, .roadmap-phase:first-child, .roadmap-phase:last-child {
border-radius: 0; border-left: 1px solid var(--border);
}
.roadmap-phase:first-child { border-radius: 0.75rem 0.75rem 0 0; }
.roadmap-phase:last-child { border-radius: 0 0 0.75rem 0.75rem; }
.hero { padding: 4rem 1rem 2.5rem; }
.hero h1 { font-size: 2rem; }
.pipeline-grid { grid-template-columns: repeat(2, 1fr); }
}
@media (max-width: 375px) {
.hero { padding: 4rem 1rem 3rem; }
.hero h1 { font-size: 2rem; }
.hero-tagline { font-size: 1rem; }
.btn { padding: 0.75rem 1.25rem; font-size: 0.9rem; }
section { padding: 3.5rem 1rem; }
.code-block { padding: 1rem; }
.code-block pre { font-size: 0.8rem; }
h2 { font-size: 1.5rem; }
@media (max-width: 480px) {
.pipeline-grid { grid-template-columns: 1fr; }
section { padding: 3rem 1rem; }
}
</style>
</head>
@ -199,111 +265,220 @@
<header class="hero">
<div class="hero-content">
<h1>Speckl</h1>
<p class="hero-tagline">Where humans and AI collaborate in the same language.<br>Spec-first development with dark provenance. Write what your system should do. Prove it. Ship with full traceability.</p>
<p class="hero-subtitle">A Judgement Transport Utility by Scott Scoble</p>
<p class="hero-tagline">
Your specification is the source of truth. Speckl ensures what gets built — by humans or AI — stays faithful to what you specified. Compile state machine specs into auditable code with embedded provenance.
</p>
<div class="hero-cta">
<a href="https://codeberg.org/sscoble/speckl" class="btn btn-primary">Source Code</a>
<a href="https://codeberg.org/sscoble/speckl/src/branch/main/docs/whitepapers/dark-provenance.md" class="btn btn-secondary">Read the Whitepaper</a>
<a href="/demo/" class="btn btn-primary">Live Demo →</a>
<a href="https://os.scoble.me/forgejo/sscoble/speckl" class="btn btn-secondary">Source</a>
<a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/whitepaper-v2.md" class="btn btn-secondary">Whitepaper v2</a>
<a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/speckl-by-example.md" class="btn btn-secondary">Tutorial</a>
</div>
</div>
</header>
<section id="what">
<h2>What is Speckl?</h2>
<p>Speckl is an <strong>open standard</strong> for specification-first development with dark provenance. It defines how to write what a system should do — in a machine-verifiable format — before any code is written. Every behavior traces back to its source of intent.</p>
<p>Speckl is not a product or a platform. It is a <strong>methodology and language specification</strong>, published freely under MIT. The SpeckDL language, the Dark Provenance methodology, and the reference implementations define the standard. Products built on it — compilers, verification tools, compliance APIs — will come as the ecosystem grows.</p>
<div class="features">
<div class="feature-card">
<h3>SpeckDL Language</h3>
<p>A constraint-based specification language that defines <em>what</em> a system does, not <em>how</em>. Specs are small, stable, and machine-verifiable — the audit surface for regulated systems.</p>
<h2>What Speckl Does</h2>
<p>Speckl is a <strong>compiler for state machine specifications</strong>. You write what your system should do in SpeckDL — a typed specification language with states, actions, invariants, and guard conditions. The compiler produces <strong>five auditable artifacts</strong> from a single spec:</p>
<div class="pipeline-grid">
<div class="pipeline-step">
<div class="icon">📜</div>
<h4>PROV-O</h4>
<p>W3C audit trail — who said what, when</p>
</div>
<div class="feature-card">
<h3>Dark Provenance</h3>
<p>A methodology where every behavior traces back to its source — a regulation, a design decision, a conversation. The provenance graph is always present, materialized on demand for audits or debugging.</p>
<div class="pipeline-step">
<div class="icon">📦</div>
<h4>CycloneDX</h4>
<p>Software Bill of Materials</p>
</div>
<div class="feature-card">
<h3>Compiler</h3>
<p>Compiles SpeckDL directly to Wasm through a deterministic pipeline — Z3 constraint solving, then code generation. No LLMs, no non-determinism. Same input, same output, every time.</p>
<div class="pipeline-step">
<div class="icon">📋</div>
<h4>SPDX</h4>
<p>License & compliance metadata</p>
</div>
<div class="feature-card">
<h3>Reference Tools</h3>
<p>Minimal implementations for SpeckDL parsing, Z3 verification, and provenance graph generation. The building blocks for tooling, not a production system.</p>
<div class="pipeline-step">
<div class="icon">⚡</div>
<h4>TypeScript</h4>
<p>Runnable state machine class</p>
</div>
<div class="feature-card">
<h3>Ecosystem-First</h3>
<p>The standard is the foundation. Consulting, SaaS tooling, and compliance APIs will build on it — validated through real-world use before they ship.</p>
<div class="pipeline-step">
<div class="icon">🔍</div>
<h4>Z3 Verification</h4>
<p>SMT-LIB2 output from --target=z3</p>
</div>
</div>
<p><strong>Fulfills NIST SA-11</strong> (human-in-the-loop for automated outputs) — every AI-generated or hand-written spec is compiled through a deterministic pipeline. No LLMs in the compiler. Same input, same output, every time.</p>
<ul class="check-list">
<li>Provenance is <strong>embedded by construction</strong> — not bolted on after the fact</li>
<li>41 tests passing, < 2 seconds to run the full suite</li>
<li>14 example specks: ToggleSwitch → TwoPhaseCommit → Kafka KRaft → Paxos → Raft</li>
<li>Dual-target: TypeScript state machine classes + Z3 SMT verification from the same spec</li>
<li>Zero external services — everything runs locally</li>
</ul>
</section>
<section id="speckdl">
<h2>SpeckDL: A Specification Language</h2>
<p>SpeckDL defines <em>what</em> a system does, not <em>how</em>. The compiler produces deterministic output: Z3 → Decision Structure → WASM. Same input, same output — every time. Every spec includes <strong>provenance</strong>: traceability to regulations, design decisions, and source conversations — embedded in the spec, not added later.</p>
<h2>SpeckDL by Example</h2>
<p>SpeckDL is a typed specification language for state machines. Define your states, actions, preconditions, and mutations — the compiler handles the rest.</p>
<div class="code-block"><pre><span class="kw">speck</span> <span class="ty">RetryHandler</span> {
input: { operation: Operation, maxRetries: Nat }
output: Result
<span class="cm">// Constraints the compiler proves via Z3</span>
constraint: maxRetries <= 5
constraint: backoff(delay(n)) == delay(n-1) * 2
constraint: totalDelay < 30s
<span class="cm">// Always-verified properties</span>
verify: always(implies(attempt > 1, delay > 0))
<span class="cm">// Dark provenance: where did this intent come from?</span>
provenance: { regulation: <span class="st">"DO-178C 6.4.2.2"</span> }
provenance: { design_decision: <span class="st">"ADR-0042"</span> }
source: conversation ref <span class="st">"slack://C123/456"</span>
review: manual
<div class="code-block"><pre><span class="cm">// A simple toggle switch — compiles to TypeScript + 3 provenance artifacts</span>
<span class="kw">spec</span> <span class="ty">ToggleSwitch</span> {
<span class="kw">type</span> <span class="ty">Status</span> = <span class="ty">enum</span> { <span class="st">On</span>, <span class="st">Off</span> }
<span class="kw">state</span> {
<span class="fn">status</span>: <span class="ty">Status</span> = <span class="ty">Status</span>.<span class="st">Off</span>
}
<span class="kw">init</span> <span class="fn">Start</span>() {
<span class="kw">set</span> status = <span class="ty">Status</span>.<span class="st">On</span>
}
<span class="kw">action</span> <span class="fn">Flip</span>() {
<span class="kw">require</span> status == <span class="ty">Status</span>.<span class="st">On</span>
<span class="kw">set</span> status = <span class="ty">Status</span>.<span class="st">Off</span>
<span class="kw">emit</span> <span class="st">"TurnedOff"</span>
}
<span class="kw">action</span> <span class="fn">FlipBack</span>() {
<span class="kw">require</span> status == <span class="ty">Status</span>.<span class="st">Off</span>
<span class="kw">set</span> status = <span class="ty">Status</span>.<span class="st">On</span>
<span class="kw">emit</span> <span class="st">"TurnedOn"</span>
}
<span class="kw">invariant</span> <span class="st">"At most one pending action"</span> {
<span class="op">!</span>(status == <span class="ty">Status</span>.<span class="st">Flip</span> &amp;&amp; <span class="op">!</span>(status == <span class="ty">Status</span>.<span class="st">FlipBack</span>))
}
}</pre></div>
<p style="text-align:center; margin-top:1rem;">
<strong>Type system:</strong> Int · Float · Bool · String · Enum · Struct · List&lt;T&gt; · Set&lt;T&gt; · Map&lt;K,V&gt; &nbsp;|&nbsp;
<strong>Keywords:</strong> spec · type · state · init · action · require · set · emit · invariant
</p>
</section>
<section id="philosophy">
<h2>Why Specifications?</h2>
<div class="philosophy-grid">
<div class="philosophy-item">
<h3>Small and Stable</h3>
<p>Specs are orders of magnitude smaller than the code they generate. They change less often. The audit surface stays tractable.</p>
<section id="examples">
<h2>Real Examples</h2>
<div class="examples-grid">
<div class="example-card">
<h4>Two-Phase Commit</h4>
<div class="meta">45 lines · 5 actions</div>
<p>Classic distributed transaction coordinator. Voting phase, commit phase, abort path — fully specified with guard conditions.</p>
</div>
<div class="philosophy-item">
<h3>Review the Boundary</h3>
<p>If Speck→WASM compilation preserves semantics, human review at the spec boundary satisfies assurance requirements.</p>
<div class="example-card">
<h4>Kafka KRaft</h4>
<div class="meta">141 lines · 6 safety invariants · BMC verify blocks</div>
<p>Flagship example: leader election, log replication, and safety properties verified with Z3 SMT. Don't replace Kafka. Prove it.</p>
</div>
<div class="philosophy-item">
<h3>Two-Species Collaboration</h3>
<p>SpeckDL is the shared space humans and AI both work in — human-judgeable, AI-writable, and compiler-enforced to the binary.</p>
<div class="example-card">
<h4>Paxos</h4>
<div class="meta">120 lines · 3 safety invariants</div>
<p>Consensus for unreliable networks. Prepare, promise, accept, commit — with "only one value chosen" invariant.</p>
</div>
<div class="example-card">
<h4>Raft</h4>
<div class="meta">230 lines · 8 actions · 3 invariants</div>
<p>Leader election, log replication, safety. The largest SpeckDL spec — demonstrates composition at scale.</p>
</div>
<div class="example-card">
<h4>Forgejo Issue Workflow</h4>
<div class="meta">9 actions · 8 guard conditions</div>
<p>Real-world state machine: create → assign → review → merge → close. 5 temporal verification conditions.</p>
</div>
<div class="example-card">
<h4>Access Control</h4>
<div class="meta">RBAC system · clean TS output</div>
<p>Role-based access with role addition, removal, and permission checks. One of 5 examples with zero TypeScript errors.</p>
</div>
<div class="example-card">
<h4>+ 8 more</h4>
<div class="meta">OAuth2AuthorizationCode · DrugDosageCalculator · PaymentService · RetryHandler · TemperatureMonitor · AccountLedger · TigerBeetle · PreconditionTest</div>
<p><a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/examples">Browse all 14 examples →</a></p>
</div>
</div>
</section>
<section id="roadmap">
<h2>Roadmap</h2>
<div class="roadmap">
<div class="roadmap-phase">
<h4>Phase A — Now</h4>
<p><strong>Open Standard:</strong> SpeckDL language, Dark Provenance methodology, reference implementations.</p>
<section id="status">
<h2>Status &amp; Roadmap</h2>
<ul class="check-list">
<li><strong>TypeScript codegen:</strong> Complete — state machine classes with full type coverage</li>
<li><strong>Z3 verification backend:</strong> Live — <code>--target=z3</code> emits SMT-LIB2 that Z3 accepts</li>
<li><strong>OAuth 2.0 spec:</strong> Exists — <code>examples/OAuth2AuthorizationCode.speck</code></li>
<li><strong>Rust codegen:</strong> In progress (M2.1)</li>
<li><strong>WASM via wasm-pack:</strong> Pending Rust codegen completion</li>
</ul>
<p>The WAT/WASM generator was removed in favor of a proper IR → Rust → wasm-pack pipeline. No hand-rolled WASM text format; no magic.</p>
</section>
<section id="strategy">
<h2>Strategy Ladder</h2>
<p>Speckl follows a four-step strategy — each step validates the market before building the next:</p>
<div class="strategy-ladder">
<div class="strategy-step">
<div class="phase">Plan A</div>
<div class="label">Open Standard</div>
<div class="status">✅ Complete</div>
<p style="font-size:0.8rem;">MIT license. SpeckDL language + compiler + whitepaper — all public.</p>
</div>
<div class="roadmap-phase">
<h4>Phase B — Parallel</h4>
<p><strong>Consulting:</strong> Hands-on engagements with regulated-industry teams.</p>
<div class="strategy-step">
<div class="phase">Plan B</div>
<div class="label">Consulting</div>
<div class="status">🔄 Drafted</div>
<p style="font-size:0.8rem;">Help regulated teams adopt spec-first workflows. One-pager ready.</p>
</div>
<div class="roadmap-phase">
<h4>Phase C — 3-9mo</h4>
<p><strong>SaaS:</strong> Spec editor, live Z3 verification, provenance graph browser.</p>
<div class="strategy-step">
<div class="phase">Plan C</div>
<div class="label">Developer Tool / SaaS</div>
<div class="status">🔮 Future</div>
<p style="font-size:0.8rem;">Self-serve spec validation, CI/CD integration, team collaboration.</p>
</div>
<div class="roadmap-phase">
<h4>Phase D — 9-18mo</h4>
<p><strong>Compliance API:</strong> Audit reports, traceability matrices.</p>
<div class="strategy-step">
<div class="phase">Plan D</div>
<div class="label">Compliance API</div>
<div class="status">🔮 Future</div>
<p style="font-size:0.8rem;">Automated audit reports, traceability matrices, regulatory filings.</p>
</div>
</div>
</section>
<section id="quickstart">
<h2>Try It</h2>
<div class="code-block"><pre><span class="cm"># Clone the repo</span>
git clone https://os.scoble.me/forgejo/sscoble/speckl.git
<span class="kw">cd</span> speckl/compiler
<span class="cm"># Build and run tests (41 tests, ~2s)</span>
npm install
npm test
<span class="cm"># Compile a spec to TypeScript + provenance artifacts</span>
node dist/index.js ../examples/TwoPhaseCommit.speck -o out/twophase
<span class="cm"># Compile to Z3 SMT-LIB2 for verification</span>
node dist/index.js ../examples/KafkaKRaft.speck --target=z3 -o out/kraft
<span class="cm"># Check TypeScript validity</span>
npx tsc --noEmit -p out/twophase</pre></div>
</section>
<footer>
<p>Speckl is open source under the <a href="https://codeberg.org/sscoble/speckl/src/branch/main/LICENSE">MIT License</a>.</p>
<p>Hosted at <a href="https://os.scoble.me">os.scoble.me</a> · Built by Scott Scoble / Greybeard Holdings</p>
<p>Speckl is open source under the <a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/LICENSE">MIT License</a>.</p>
<p>
<a href="https://os.scoble.me/forgejo/sscoble/speckl">Forgejo</a> ·
<a href="https://codeberg.org/sscoble/speckl">Codeberg mirror</a> ·
<a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/whitepaper-v2.md">Whitepaper v2</a> ·
<a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/speckl-by-example.md">Tutorial</a> ·
<a href="https://os.scoble.me/forgejo/sscoble/speckl/src/branch/main/docs/distribution-strategy.md">Distribution Strategy</a>
</p>
<p>Built by Scott Scoble · Greybeard Holdings</p>
</footer>
</body>

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{
"@context": {
"prov": "http://www.w3.org/ns/prov#",
"speckl": "https://speckl.scoble.me/ns/v0.2#",
"rdfs": "http://www.w3.org/2000/01/rdf-schema#"
},
"@graph": [
{
"@type": "prov:Entity",
"@id": "speck:KafkaKRaft",
"prov:qualifiedGeneration": {
"@type": "prov:Generation",
"prov:activity": {
"@type": "prov:Activity",
"prov:startTime": "2026-05-10T09:08:14.888Z"
}
},
"rdfs:label": "KafkaKRaft",
"prov:wasAttributedTo": {
"@id": "agent:Speckl Compiler v0.3"
},
"prov:wasInformedBy": {
"@id": "source:architecture_review:KRaft-Core-Consensus"
}
},
{
"@type": "prov:Agent",
"@id": "agent:Speckl Compiler v0.3",
"rdfs:label": "Speckl Compiler v0.3"
},
{
"@type": "prov:Activity",
"@id": "source:architecture_review:KRaft-Core-Consensus",
"prov:type": "architecture_review",
"rdfs:label": "architecture_review - KRaft-Core-Consensus"
}
]
}

2492
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{
"bomFormat": "CycloneDX",
"specVersion": "1.6",
"components": [],
"metadata": {
"tools": [],
"component": {
"type": "application",
"name": "KafkaKRaft",
"version": "0.2.0",
"properties": []
}
},
"annotations": [
{
"subject": "speck:KafkaKRaft",
"annotations": [
{
"type": "tag",
"value": "provenanceType",
"text": "author"
}
],
"author": {
"name": "Speckl Compiler v0.3"
},
"timestamp": "2026-05-10T09:08:14.915Z"
},
{
"subject": "speck:KafkaKRaft",
"annotations": [
{
"type": "tag",
"value": "provenanceType",
"text": "source"
}
],
"author": {
"name": "Speckl Compiler",
"email": "compiler@speckl.scoble.me"
},
"timestamp": "2026-05-10T09:08:14.915Z"
},
{
"subject": "speck:KafkaKRaft",
"annotations": [
{
"type": "tag",
"value": "reviewType",
"text": "hybrid"
}
],
"author": {
"name": "Speckl Compiler",
"email": "compiler@speckl.scoble.me"
},
"timestamp": "2026-05-10T09:08:14.915Z"
}
]
}

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{
"@context": [
"https://spdx.github.io/spdx-v3/spdx-context.jsonld",
{
"speckl": "https://speckl.scoble.me/ns/v0.2#"
}
],
"@type": "spdx:Document",
"spdx": {
"@id": "spdx:KafkaKRaft",
"@type": "spdx:Snippet",
"name": "KafkaKRaft",
"spdxVersion": "3.0.1",
"dataLicense": "CC0-1.0",
"creationInfo": {
"created": "2026-05-10T09:08:14.915Z",
"createdBy": [
"Organization: Speckl",
"tool: speckl-compile-0.2.0"
]
},
"annotations": [
{
"@type": "spdx:Annotation",
"annotationType": "spdx:REVIEW",
"annotator": {
"@type": "spdx:Tool",
"name": "speckl-compile"
},
"timestamp": "2026-05-10T09:08:14.915Z",
"comment": "Review type: hybrid"
}
]
},
"builtBy": [],
"relationships": [
{
"from": {
"@id": "spdx:KafkaKRaft"
},
"to": {
"@id": "spdx:agent:Speckl Compiler v0.3"
},
"relationshipType": "spdx:wasAttributedTo"
},
{
"from": {
"@id": "spdx:KafkaKRaft"
},
"to": {
"@id": "spdx:source:architecture_review:KRaft-Core-Consensus"
},
"relationshipType": "spdx:wasInformedBy"
}
],
"elements": [
{
"@type": "spdx:Person",
"@id": "spdx:agent:Speckl Compiler v0.3",
"name": "Speckl Compiler v0.3"
},
{
"@type": "spdx:Activity",
"@id": "spdx:source:architecture_review:KRaft-Core-Consensus",
"name": "architecture_review - KRaft-Core-Consensus",
"type": "architecture_review"
}
]
}

59
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// Auto-generated by speckl-compile from KafkaKRaft
// DO NOT EDIT MANUALLY — regenerate from .speckdl source
export const KafkaKRaftState = {
Candidate: 'candidate',
Leader: 'leader',
} as const;
export type KafkaKRaftState = typeof KafkaKRaftState[keyof typeof KafkaKRaftState];
export class KafkaKRaftMachine {
currentTerm: number;
state: KafkaKRaftState;
votedFor: Option(NodeId);
log: LogEntry[];
commitIndex: number;
nextIndex: Map<NodeId, number>;
matchIndex: Map<NodeId, number>;
votesGranted: Set<NodeId>;
decisionLog: any[] = [];
constructor() {
// No init block defined
}
RequestVote(candidate: NodeId, lastLogTerm: number, lastLogIndex: number) {
if (!(this.state == KafkaKRaftState.Candidate)) throw new Error('Guard failed: this.state == KafkaKRaftState.Candidate');
if (!(this.currentTerm >= lastLogTerm)) throw new Error('Guard failed: this.currentTerm >= lastLogTerm');
this.votesGranted = new Set([...this.votesGranted, candidate]);
}
HandleRequestVoteRequest(candidate: NodeId, candidateTerm: number, lastLogTerm: number, lastLogIndex: number) {
if (!(this.currentTerm >= candidateTerm)) throw new Error('Guard failed: this.currentTerm >= candidateTerm');
this.votedFor = Some(candidate);
}
BecomeLeader() {
if (!(this.state == KafkaKRaftState.Candidate)) throw new Error('Guard failed: this.state == KafkaKRaftState.Candidate');
if (!(this.votesGranted.size >= 3)) throw new Error('Guard failed: this.votesGranted.size >= 3');
this.state = KafkaKRaftState.Leader;
this.commitIndex = length(this.log);
}
AppendEntries(follower: NodeId) {
if (!(this.state == KafkaKRaftState.Leader)) throw new Error('Guard failed: this.state == KafkaKRaftState.Leader');
this.log = append(this.log, newEntry);
}
// V1: Always(TermMonotonicity)
async verify1(): Promise<boolean> {
// TODO: Model-check or monitor
// Temporal: Always(TermMonotonicity)
return true;
}
}

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;; Auto-generated by speckl-compile from KafkaKRaft
;; Compile: wat2wasm KafkaKRaft.wat -o KafkaKRaft.wasm
(module
;; Host imports for Map/Set/alloc
(import "speckl" "map_create" (func $map_create (result i32)))
(import "speckl" "map_set" (func $map_set (param i32 i32 i32)))
(import "speckl" "map_get" (func $map_get (param i32 i32) (result i32)))
(import "speckl" "map_has" (func $map_has (param i32 i32) (result i32)))
(import "speckl" "map_remove" (func $map_remove (param i32 i32)))
(import "speckl" "set_create" (func $set_create (result i32)))
(import "speckl" "set_add" (func $set_add (param i32 i32)))
(import "speckl" "set_has" (func $set_has (param i32 i32) (result i32)))
(import "speckl" "set_size" (func $set_size (param i32) (result i32)))
(import "speckl" "alloc" (func $alloc (param i32) (result i32)))
(import "speckl" "write_i32" (func $write_i32 (param i32 i32)))
(import "speckl" "write_f64" (func $write_f64 (param i32 f64)))
;; Linear memory (exported so host can read state)
(memory (export "memory") 1)
;; State globals
(global $currentTerm (mut i32) (i32.const 0))
(global $state (mut i32) (i32.const 0))
(global $votedFor (mut i32) (i32.const 0))
(global $log (mut i32) (i32.const 0))
(global $commitIndex (mut i32) (i32.const 0))
(global $nextIndex (mut i32) (i32.const 0))
(global $matchIndex (mut i32) (i32.const 0))
(global $votesGranted (mut i32) (i32.const 0))
;; ---- init ----
(func $init (export "init")
(i32.const 0)
(global.set $currentTerm)
(i32.const 0)
(global.set $state)
(i32.const 0)
(global.set $votedFor)
(i32.const 0)
(global.set $commitIndex)
(call $map_create)
(global.set $nextIndex)
(call $map_create)
(global.set $matchIndex)
(call $set_create)
(global.set $votesGranted)
)
;; ---- Actions ----
;; action: RequestVote
(func $RequestVote (export "RequestVote") (param $candidate i32) (param $lastLogTerm i32) (param $lastLogIndex i32) (result i32)
;; require: state == Candidate
;; Complex right-hand side not compiled: state == Candidate
;; require: currentTerm >= lastLogTerm
;; Complex right-hand side not compiled: currentTerm >= lastLogTerm
;; votesGranted := votesGranted union {candidate}
;; Unrecognized assignment target: votesGranted
(i32.const 1)
)
;; action: HandleRequestVoteRequest
(func $HandleRequestVoteRequest (export "HandleRequestVoteRequest") (param $candidate i32) (param $candidateTerm i32) (param $lastLogTerm i32) (param $lastLogIndex i32) (result i32)
;; require: currentTerm >= candidateTerm
;; Complex right-hand side not compiled: currentTerm >= candidateTerm
;; votedFor := Some(candidate)
(i32.const 0) ;; uncompiled expr: Some(candidate)
(global.set $votedFor)
(i32.const 1)
)
;; action: BecomeLeader
(func $BecomeLeader (export "BecomeLeader") (result i32)
;; require: state == Candidate
;; Complex right-hand side not compiled: state == Candidate
;; require: votesGranted.size() >= 3
;; Complex guard not compiled: votesGranted.size() >= 3
;; state := Leader
(i32.const 0) ;; uncompiled expr: Leader
(global.set $state)
;; commitIndex := length(log)
(i32.const 0) ;; uncompiled expr: length(log)
(global.set $commitIndex)
(i32.const 1)
)
;; action: AppendEntries
(func $AppendEntries (export "AppendEntries") (param $follower i32) (result i32)
;; require: state == Leader
;; Complex right-hand side not compiled: state == Leader
;; log := append(log, newEntry)
;; Unrecognized assignment target: log
(i32.const 1)
)
;; ---- getState ----
(func $getState (export "getState") (result i32 i32)
(i32.const 0)
(global.get $currentTerm)
(i32.store)
(i32.const 4)
(global.get $state)
(i32.store)
(i32.const 8)
(global.get $votedFor)
(i32.store)
(i32.const 12)
(global.get $commitIndex)
(i32.store)
(i32.const 0)
(i32.const 16)
)
;; checkConstraints — runtime constraint evaluation stub
(func $checkConstraints (export "checkConstraints") (result i32)
;; TODO: evaluate constraint expressions at runtime
(i32.const 1)
)
)

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@ -0,0 +1,21 @@
{
"@context": {
"prov": "http://www.w3.org/ns/prov#",
"speckl": "https://speckl.scoble.me/ns/v0.2#",
"rdfs": "http://www.w3.org/2000/01/rdf-schema#"
},
"@graph": [
{
"@type": "prov:Entity",
"@id": "speck:OAuth2AuthorizationCode",
"prov:qualifiedGeneration": {
"@type": "prov:Generation",
"prov:activity": {
"@type": "prov:Activity",
"prov:startTime": "2026-05-10T09:08:15.017Z"
}
},
"rdfs:label": "OAuth2AuthorizationCode"
}
]
}

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@ -0,0 +1,15 @@
{
"bomFormat": "CycloneDX",
"specVersion": "1.6",
"components": [],
"metadata": {
"tools": [],
"component": {
"type": "application",
"name": "OAuth2AuthorizationCode",
"version": "0.2.0",
"properties": []
}
},
"annotations": []
}

View file

@ -0,0 +1,26 @@
{
"@context": [
"https://spdx.github.io/spdx-v3/spdx-context.jsonld",
{
"speckl": "https://speckl.scoble.me/ns/v0.2#"
}
],
"@type": "spdx:Document",
"spdx": {
"@id": "spdx:OAuth2AuthorizationCode",
"@type": "spdx:Snippet",
"name": "OAuth2AuthorizationCode",
"spdxVersion": "3.0.1",
"dataLicense": "CC0-1.0",
"creationInfo": {
"created": "2026-05-10T09:08:15.086Z",
"createdBy": [
"Organization: Speckl",
"tool: speckl-compile-0.2.0"
]
}
},
"builtBy": [],
"relationships": [],
"elements": []
}

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@ -0,0 +1,114 @@
// Auto-generated by speckl-compile from OAuth2AuthorizationCode
// DO NOT EDIT MANUALLY — regenerate from .speckdl source
export const OAuth2AuthorizationCodeState = {
Open: 'open',
Closed: 'closed',
} as const;
export type OAuth2AuthorizationCodeState = typeof OAuth2AuthorizationCodeState[keyof typeof OAuth2AuthorizationCodeState];
export class OAuth2AuthorizationCodeMachine {
clients: Map<ClientId, { redirect_uris: Set<RedirectUri>; client_secret: ClientSecret }>;
authorizationCodes: Map(AuthorizationCode, {;
client_id: ClientId;
redirect_uri: RedirectUri;
state: OAuth2AuthorizationCodeState;
code_challenge: CodeChallenge;
code_challenge_method: String;
scope: Scope;
user_id: UserId;
session_id: SessionId;
created_at: number;
used: boolean;
accessTokens: Map(AccessToken, {;
client_id: ClientId;
user_id: UserId;
scope: Scope;
expires_at: number;
session_id: SessionId;
refresh_token: RefreshToken;
refreshTokens: Map(RefreshToken, {;
client_id: ClientId;
user_id: UserId;
scope: Scope;
access_token: AccessToken;
created_at: number;
sessions: Map<SessionId, { user_id: UserId }>;
stateNonces: Map<OAuth2AuthorizationCodeState, { client_id: ClientId; redirect_uri: RedirectUri }>;
pkceChallenges: Map<CodeChallenge, { code_verifier_hash: string; method: string }>;
currentTime: number;
decisionLog: any[] = [];
constructor() {
// No init block defined
}
Authorize(client: ClientId, redirectUri: RedirectUri, scope: Scope, userId: UserId, sessionId: SessionId) {
if (!(this.clients.has(client))) throw new Error('Guard failed: this.clients.has(client)');
if (!(this.clients.client.redirect_uris.has(redirectUri))) throw new Error('Guard failed: this.clients.client.redirect_uris.has(redirectUri)');
if (!(this.sessions.has(sessionId))) throw new Error('Guard failed: this.sessions.has(sessionId)');
if (!(this.sessions.get(sessionId).user_id == userId)) throw new Error('Guard failed: this.sessions.get(sessionId).user_id == userId');
this.stateNonces[state] = { this.client_id: client, this.redirect_uri: redirectUri };
this.pkceChallenges[codeChallenge] = { code_verifier_hash: hash(codeVerifier, "S256"), method: "S256" };
this.authorizationCodes[authCode] = {;
}
ApproveAuthorization(code: AuthorizationCode, userId: UserId) {
if (!(this.authorizationCodes.has(code))) throw new Error('Guard failed: this.authorizationCodes.has(code)');
if (!(c.this.user_id == userId)) throw new Error('Guard failed: c.this.user_id == userId');
if (!(c.this.used == false)) throw new Error('Guard failed: c.this.used == false');
}
ExchangeCode(req: TokenRequest) {
if (!(this.clients.has(req.this.client_id))) throw new Error('Guard failed: this.clients.has(req.this.client_id)');
if (!(this.authorizationCodes.has(req.code))) throw new Error('Guard failed: this.authorizationCodes.has(req.code)');
if (!(c.this.used == false)) throw new Error('Guard failed: c.this.used == false');
if (!(c.this.client_id == req.this.client_id)) throw new Error('Guard failed: c.this.client_id == req.this.client_id');
if (!(c.this.redirect_uri == req.this.redirect_uri)) throw new Error('Guard failed: c.this.redirect_uri == req.this.redirect_uri');
if (!(expectedChallenge == c.this.code_challenge)) throw new Error('Guard failed: expectedChallenge == c.this.code_challenge');
this.pkceChallenges[c.code_challenge] = null;
this.stateNonces[c.state] = null;
this.accessTokens[accessToken] = {;
this.refreshTokens[refreshToken] = {;
}
RefreshToken(req: RefreshRequest) {
if (!(this.clients.has(req.this.client_id))) throw new Error('Guard failed: this.clients.has(req.this.client_id)');
if (!(this.refreshTokens.has(req.this.refresh_token))) throw new Error('Guard failed: this.refreshTokens.has(req.this.refresh_token)');
if (!(r.this.client_id == req.this.client_id)) throw new Error('Guard failed: r.this.client_id == req.this.client_id');
this.accessTokens[r.access_token] = null;
this.accessTokens[newAccessToken] = {;
this.refreshTokens[newRefreshToken] = {;
this.refreshTokens[req.refresh_token] = null;
}
RevokeToken(client: ClientId, token: string, tokenType: string) {
if (!(this.clients.has(client) if tokenType == "access" {)) throw new Error('Guard failed: this.clients.has(client) if tokenType == "access" {');
if (!(this.accessTokens.has(token))) throw new Error('Guard failed: this.accessTokens.has(token)');
if (!(t.this.client_id == client)) throw new Error('Guard failed: t.this.client_id == client');
if (!(this.refreshTokens.has(token))) throw new Error('Guard failed: this.refreshTokens.has(token)');
if (!(r.this.client_id == client)) throw new Error('Guard failed: r.this.client_id == client');
this.accessTokens[token] = null;
this.refreshTokens[t.refresh_token] = null;
this.refreshTokens[token] = null;
this.accessTokens[r.access_token] = null;
}
VerifyPKCE(code: AuthorizationCode, verifier: CodeVerifier) {
if (!(this.authorizationCodes.has(code))) throw new Error('Guard failed: this.authorizationCodes.has(code)');
if (!(c.this.used == false)) throw new Error('Guard failed: c.this.used == false');
if (!(expectedChallenge == c.this.code_challenge)) throw new Error('Guard failed: expectedChallenge == c.this.code_challenge');
}
// V1: Always(NoTokenLeakage)
async verify1(): Promise<boolean> {
// TODO: Model-check or monitor
// Temporal: Always(NoTokenLeakage)
return true;
}
}

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@ -0,0 +1,211 @@
;; Auto-generated by speckl-compile from OAuth2AuthorizationCode
;; Compile: wat2wasm OAuth2AuthorizationCode.wat -o OAuth2AuthorizationCode.wasm
(module
;; Host imports for Map/Set/alloc
(import "speckl" "map_create" (func $map_create (result i32)))
(import "speckl" "map_set" (func $map_set (param i32 i32 i32)))
(import "speckl" "map_get" (func $map_get (param i32 i32) (result i32)))
(import "speckl" "map_has" (func $map_has (param i32 i32) (result i32)))
(import "speckl" "map_remove" (func $map_remove (param i32 i32)))
(import "speckl" "set_create" (func $set_create (result i32)))
(import "speckl" "set_add" (func $set_add (param i32 i32)))
(import "speckl" "set_has" (func $set_has (param i32 i32) (result i32)))
(import "speckl" "set_size" (func $set_size (param i32) (result i32)))
(import "speckl" "alloc" (func $alloc (param i32) (result i32)))
(import "speckl" "write_i32" (func $write_i32 (param i32 i32)))
(import "speckl" "write_f64" (func $write_f64 (param i32 f64)))
;; Linear memory (exported so host can read state)
(memory (export "memory") 1)
;; State globals
;; ---- init ----
(func $init (export "init")
)
;; ---- Actions ----
;; action: Authorize
(func $Authorize (export "Authorize") (param $client i32) (param $redirectUri i32) (param $scope i32) (param $userId i32) (param $sessionId i32) (result i32)
(local $state i32)
(local $codeVerifier i32)
(local $codeChallenge i32)
(local $authCode i32)
;; require: client in clients.keys
;; Complex guard not compiled: client in clients.keys
;; require: redirectUri in clients.client.redirect_uris
;; Complex guard not compiled: redirectUri in clients.client.redirect_uris
;; require: sessionId in sessions.keys
;; Complex guard not compiled: sessionId in sessions.keys
;; require: sessions[sessionId].user_id == userId
;; Complex guard not compiled: sessions[sessionId].user_id == userId
(i32.const 0) ;; uncompiled expr: "state_" + hash(client + redirectUri + currentTime)
(local.set $state)
(i32.const 0) ;; uncompiled expr: "verifier_" + hash(client + userId + currentTime)
(local.set $codeVerifier)
(i32.const 0) ;; uncompiled expr: hash(codeVerifier, "S256")
(local.set $codeChallenge)
;; stateNonces[state] := { client_id: client, redirect_uri: redirectUri }
;; Unrecognized assignment target: stateNonces[state]
;; pkceChallenges[codeChallenge] := { code_verifier_hash: hash(codeVerifier, "S256"), method: "S256" }
;; Unrecognized assignment target: pkceChallenges[codeChallenge]
(i32.const 0) ;; uncompiled expr: "code_" + hash(client + userId + currentTime)
(local.set $authCode)
;; authorizationCodes[authCode] := {
;; Unrecognized assignment target: authorizationCodes[authCode]
(i32.const 1)
)
;; action: ApproveAuthorization
(func $ApproveAuthorization (export "ApproveAuthorization") (param $code i32) (param $userId i32) (result i32)
(local $c i32)
;; require: code in authorizationCodes.keys
;; Complex guard not compiled: code in authorizationCodes.keys
(i32.const 0) ;; uncompiled expr: authorizationCodes[code]
(local.set $c)
;; require: c.user_id == userId
;; Complex guard not compiled: c.user_id == userId
;; require: c.used == false
;; Complex guard not compiled: c.used == false
(i32.const 1)
)
;; action: ExchangeCode
(func $ExchangeCode (export "ExchangeCode") (param $req i32) (result i32)
(local $c i32)
(local $expectedChallenge i32)
(local $accessToken i32)
(local $refreshToken i32)
(local $expiresAt i32)
;; require: req.client_id in clients.keys
;; Complex guard not compiled: req.client_id in clients.keys
;; require: req.code in authorizationCodes.keys
;; Complex guard not compiled: req.code in authorizationCodes.keys
(i32.const 0) ;; uncompiled expr: authorizationCodes[req.code]
(local.set $c)
;; require: c.used == false
;; Complex guard not compiled: c.used == false
;; require: c.client_id == req.client_id
;; Complex guard not compiled: c.client_id == req.client_id
;; require: c.redirect_uri == req.redirect_uri
;; Complex guard not compiled: c.redirect_uri == req.redirect_uri
(i32.const 0) ;; uncompiled expr: hash(req.code_verifier, c.code_challenge_method)
(local.set $expectedChallenge)
;; require: expectedChallenge == c.code_challenge
;; Guard on non-scalar not compiled: expectedChallenge == c.code_challenge
;; pkceChallenges[c.code_challenge] := null
;; Unrecognized assignment target: pkceChallenges[c.code_challenge]
;; stateNonces[c.state] := null
;; Unrecognized assignment target: stateNonces[c.state]
(i32.const 0) ;; uncompiled expr: "access_" + hash(req.client_id + c.user_id + currentTime)
(local.set $accessToken)
(i32.const 0) ;; uncompiled expr: "refresh_" + hash(req.client_id + c.user_id + currentTime)
(local.set $refreshToken)
(i32.add (i32.const NaN) (i32.const 3600))
(local.set $expiresAt)
;; accessTokens[accessToken] := {
;; Unrecognized assignment target: accessTokens[accessToken]
;; refreshTokens[refreshToken] := {
;; Unrecognized assignment target: refreshTokens[refreshToken]
(i32.const 1)
)
;; action: RefreshToken
(func $RefreshToken (export "RefreshToken") (param $req i32) (result i32)
(local $r i32)
(local $newAccessToken i32)
(local $newRefreshToken i32)
(local $expiresAt i32)
;; require: req.client_id in clients.keys
;; Complex guard not compiled: req.client_id in clients.keys
;; require: req.refresh_token in refreshTokens.keys
;; Complex guard not compiled: req.refresh_token in refreshTokens.keys
(i32.const 0) ;; uncompiled expr: refreshTokens[req.refresh_token]
(local.set $r)
;; require: r.client_id == req.client_id
;; Complex guard not compiled: r.client_id == req.client_id
;; accessTokens[r.access_token] := null
;; Unrecognized assignment target: accessTokens[r.access_token]
(i32.const 0) ;; uncompiled expr: "access_" + hash(req.client_id + r.user_id + currentTime)
(local.set $newAccessToken)
(i32.const 0) ;; uncompiled expr: "refresh_" + hash(req.client_id + r.user_id + currentTime)
(local.set $newRefreshToken)
(i32.add (i32.const NaN) (i32.const 3600))
(local.set $expiresAt)
;; accessTokens[newAccessToken] := {
;; Unrecognized assignment target: accessTokens[newAccessToken]
;; refreshTokens[newRefreshToken] := {
;; Unrecognized assignment target: refreshTokens[newRefreshToken]
;; refreshTokens[req.refresh_token] := null
;; Unrecognized assignment target: refreshTokens[req.refresh_token]
(i32.const 1)
)
;; action: RevokeToken
(func $RevokeToken (export "RevokeToken") (param $client i32) (param $token i32) (param $tokenType i32) (result i32)
(local $t i32)
(local $r i32)
;; require: client in clients.keys
;; Complex guard not compiled: client in clients.keys
;; require: token in accessTokens.keys
;; Complex guard not compiled: token in accessTokens.keys
(i32.const 0) ;; uncompiled expr: accessTokens[token]
(local.set $t)
;; require: t.client_id == client
;; Complex guard not compiled: t.client_id == client
;; accessTokens[token] := null
;; Unrecognized assignment target: accessTokens[token]
;; refreshTokens[t.refresh_token] := null
;; Unrecognized assignment target: refreshTokens[t.refresh_token]
;; require: token in refreshTokens.keys
;; Complex guard not compiled: token in refreshTokens.keys
(i32.const 0) ;; uncompiled expr: refreshTokens[token]
(local.set $r)
;; require: r.client_id == client
;; Complex guard not compiled: r.client_id == client
;; refreshTokens[token] := null
;; Unrecognized assignment target: refreshTokens[token]
;; accessTokens[r.access_token] := null
;; Unrecognized assignment target: accessTokens[r.access_token]
(i32.const 1)
)
;; action: VerifyPKCE
(func $VerifyPKCE (export "VerifyPKCE") (param $code i32) (param $verifier i32) (result i32)
(local $c i32)
(local $expectedChallenge i32)
;; require: code in authorizationCodes.keys
;; Complex guard not compiled: code in authorizationCodes.keys
(i32.const 0) ;; uncompiled expr: authorizationCodes[code]
(local.set $c)
;; require: c.used == false
;; Complex guard not compiled: c.used == false
(i32.const 0) ;; uncompiled expr: hash(verifier, c.code_challenge_method)
(local.set $expectedChallenge)
;; require: expectedChallenge == c.code_challenge
;; Guard on non-scalar not compiled: expectedChallenge == c.code_challenge
(i32.const 1)
)
;; ---- getState ----
(func $getState (export "getState") (result i32 i32)
(i32.const 0)
(i32.const 0)
)
;; checkConstraints — runtime constraint evaluation stub
(func $checkConstraints (export "checkConstraints") (result i32)
;; TODO: evaluate constraint expressions at runtime
(i32.const 1)
)
)

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@ -0,0 +1,21 @@
{
"@context": {
"prov": "http://www.w3.org/ns/prov#",
"speckl": "https://speckl.scoble.me/ns/v0.2#",
"rdfs": "http://www.w3.org/2000/01/rdf-schema#"
},
"@graph": [
{
"@type": "prov:Entity",
"@id": "speck:TigerBeetleLedger",
"prov:qualifiedGeneration": {
"@type": "prov:Generation",
"prov:activity": {
"@type": "prov:Activity",
"prov:startTime": "2026-05-10T09:08:16.133Z"
}
},
"rdfs:label": "TigerBeetleLedger"
}
]
}

3143
out/TigerBeetleLedger.smt2 Normal file

File diff suppressed because it is too large Load diff

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@ -0,0 +1,15 @@
{
"bomFormat": "CycloneDX",
"specVersion": "1.6",
"components": [],
"metadata": {
"tools": [],
"component": {
"type": "application",
"name": "TigerBeetleLedger",
"version": "0.2.0",
"properties": []
}
},
"annotations": []
}

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@ -0,0 +1,26 @@
{
"@context": [
"https://spdx.github.io/spdx-v3/spdx-context.jsonld",
{
"speckl": "https://speckl.scoble.me/ns/v0.2#"
}
],
"@type": "spdx:Document",
"spdx": {
"@id": "spdx:TigerBeetleLedger",
"@type": "spdx:Snippet",
"name": "TigerBeetleLedger",
"spdxVersion": "3.0.1",
"dataLicense": "CC0-1.0",
"creationInfo": {
"created": "2026-05-10T09:08:16.165Z",
"createdBy": [
"Organization: Speckl",
"tool: speckl-compile-0.2.0"
]
}
},
"builtBy": [],
"relationships": [],
"elements": []
}

143
out/TigerBeetleLedger.ts Normal file
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// Auto-generated by speckl-compile from TigerBeetleLedger
// DO NOT EDIT MANUALLY — regenerate from .speckdl source
export const TigerBeetleLedgerState = {
Open: 'open',
Closed: 'closed',
} as const;
export type TigerBeetleLedgerState = typeof TigerBeetleLedgerState[keyof typeof TigerBeetleLedgerState];
export class TigerBeetleLedgerMachine {
accounts: Map<number, Account>;
transfers: Map<number, Transfer>;
pending: Set<number>;
replicaState: Map<number, Replica>;
log: LogEntry[];
commitIndex: number;
leader: number;
decisionLog: any[] = [];
constructor() {
// No init block defined
}
CreateTransfer(t: Transfer) {
// precondition: !this.transfers.has(t.id)
if (!(!this.transfers.has(t.id))) throw new Error('Precondition failed: !this.transfers.has(t.id)');
// precondition: this.accounts.has(t.from)
if (!(this.accounts.has(t.from))) throw new Error('Precondition failed: this.accounts.has(t.from)');
// precondition: this.accounts.has(t.to)
if (!(this.accounts.has(t.to))) throw new Error('Precondition failed: this.accounts.has(t.to)');
// precondition: t.from != t.to
if (!(t.from != t.to)) throw new Error('Precondition failed: t.from != t.to');
// precondition: this.accounts.get(t.from).balance >= t.amount || this.accounts.get(t.from).flags.allows_overdraft
if (!(this.accounts.get(t.from).balance >= t.amount || this.accounts.get(t.from).flags.allows_overdraft)) throw new Error('Precondition failed: this.accounts.get(t.from).balance >= t.amount || this.accounts.get(t.from).flags.allows_overdraft');
// postcondition: this.transfers.get(t.id) == t
if (!(this.transfers.get(t.id) == t)) throw new Error('Postcondition failed: this.transfers.get(t.id) == t');
// postcondition: this.pending == new Set([...this.pending, t.id])
if (!(this.pending == new Set([...this.pending, t.id]))) throw new Error('Postcondition failed: this.pending == new Set([...this.pending, t.id])');
// postcondition: this.accounts.get(t.from).debits_pending == this.accounts.get(t.from).debits_pending + t.amount
if (!(this.accounts.get(t.from).debits_pending == this.accounts.get(t.from).debits_pending + t.amount)) throw new Error('Postcondition failed: this.accounts.get(t.from).debits_pending == this.accounts.get(t.from).debits_pending + t.amount');
// postcondition: this.accounts.get(t.to).credits_pending == this.accounts.get(t.to).credits_pending + t.amount
if (!(this.accounts.get(t.to).credits_pending == this.accounts.get(t.to).credits_pending + t.amount)) throw new Error('Postcondition failed: this.accounts.get(t.to).credits_pending == this.accounts.get(t.to).credits_pending + t.amount');
}
CommitTransfer(id: number) {
// precondition: this.pending.has(id)
if (!(this.pending.has(id))) throw new Error('Precondition failed: this.pending.has(id)');
// precondition: this.transfers.has(id)
if (!(this.transfers.has(id))) throw new Error('Precondition failed: this.transfers.has(id)');
// precondition: this.transfers.get(id).pending == true
if (!(this.transfers.get(id).pending == true)) throw new Error('Precondition failed: this.transfers.get(id).pending == true');
// postcondition: this.pending == new Set([...this.pending].filter(x => x !== id))
if (!(this.pending == new Set([...this.pending].filter(x => x !== id)))) throw new Error('Postcondition failed: this.pending == new Set([...this.pending].filter(x => x !== id))');
// postcondition: this.transfers.get(id).pending == false
if (!(this.transfers.get(id).pending == false)) throw new Error('Postcondition failed: this.transfers.get(id).pending == false');
// postcondition: this.transfers.get(id).posted == true
if (!(this.transfers.get(id).posted == true)) throw new Error('Postcondition failed: this.transfers.get(id).posted == true');
// postcondition: this.accounts.get(this.transfers.get(id).from).debits_posted === this.accounts.get(this.transfers.get(id).from).debits_posted
if (!(this.accounts.get(this.transfers.get(id).from).debits_posted === this.accounts.get(this.transfers.get(id).from).debits_posted)) throw new Error('Postcondition failed: this.accounts.get(this.transfers.get(id).from).debits_posted === this.accounts.get(this.transfers.get(id).from).debits_posted');
// postcondition: this.accounts.get(this.transfers.get(id).to).credits_posted === this.accounts.get(this.transfers.get(id).to).credits_posted
if (!(this.accounts.get(this.transfers.get(id).to).credits_posted === this.accounts.get(this.transfers.get(id).to).credits_posted)) throw new Error('Postcondition failed: this.accounts.get(this.transfers.get(id).to).credits_posted === this.accounts.get(this.transfers.get(id).to).credits_posted');
// postcondition: this.accounts.get(this.transfers.get(id).from).debits_pending === this.accounts.get(this.transfers.get(id).from).debits_pending
if (!(this.accounts.get(this.transfers.get(id).from).debits_pending === this.accounts.get(this.transfers.get(id).from).debits_pending)) throw new Error('Postcondition failed: this.accounts.get(this.transfers.get(id).from).debits_pending === this.accounts.get(this.transfers.get(id).from).debits_pending');
// postcondition: this.accounts.get(this.transfers.get(id).to).credits_pending === this.accounts.get(this.transfers.get(id).to).credits_pending
if (!(this.accounts.get(this.transfers.get(id).to).credits_pending === this.accounts.get(this.transfers.get(id).to).credits_pending)) throw new Error('Postcondition failed: this.accounts.get(this.transfers.get(id).to).credits_pending === this.accounts.get(this.transfers.get(id).to).credits_pending');
}
VoidTransfer(id: number) {
// precondition: this.pending.has(id)
if (!(this.pending.has(id))) throw new Error('Precondition failed: this.pending.has(id)');
// precondition: this.transfers.has(id)
if (!(this.transfers.has(id))) throw new Error('Precondition failed: this.transfers.has(id)');
// precondition: this.transfers.get(id).pending == true
if (!(this.transfers.get(id).pending == true)) throw new Error('Precondition failed: this.transfers.get(id).pending == true');
// postcondition: this.pending == new Set([...this.pending].filter(x => x !== id))
if (!(this.pending == new Set([...this.pending].filter(x => x !== id)))) throw new Error('Postcondition failed: this.pending == new Set([...this.pending].filter(x => x !== id))');
// postcondition: this.transfers.get(id).pending == false
if (!(this.transfers.get(id).pending == false)) throw new Error('Postcondition failed: this.transfers.get(id).pending == false');
// postcondition: this.transfers.get(id).voided == true
if (!(this.transfers.get(id).voided == true)) throw new Error('Postcondition failed: this.transfers.get(id).voided == true');
// postcondition: this.accounts.get(this.transfers.get(id).from).debits_pending === this.accounts.get(this.transfers.get(id).from).debits_pending
if (!(this.accounts.get(this.transfers.get(id).from).debits_pending === this.accounts.get(this.transfers.get(id).from).debits_pending)) throw new Error('Postcondition failed: this.accounts.get(this.transfers.get(id).from).debits_pending === this.accounts.get(this.transfers.get(id).from).debits_pending');
// postcondition: this.accounts.get(this.transfers.get(id).to).credits_pending === this.accounts.get(this.transfers.get(id).to).credits_pending
if (!(this.accounts.get(this.transfers.get(id).to).credits_pending === this.accounts.get(this.transfers.get(id).to).credits_pending)) throw new Error('Postcondition failed: this.accounts.get(this.transfers.get(id).to).credits_pending === this.accounts.get(this.transfers.get(id).to).credits_pending');
}
PostTransfer(t: Transfer) {
// precondition: !this.transfers.has(t.id)
if (!(!this.transfers.has(t.id))) throw new Error('Precondition failed: !this.transfers.has(t.id)');
// precondition: this.accounts.has(t.from)
if (!(this.accounts.has(t.from))) throw new Error('Precondition failed: this.accounts.has(t.from)');
// precondition: this.accounts.has(t.to)
if (!(this.accounts.has(t.to))) throw new Error('Precondition failed: this.accounts.has(t.to)');
// precondition: t.from != t.to
if (!(t.from != t.to)) throw new Error('Precondition failed: t.from != t.to');
// precondition: this.accounts.get(t.from).balance >= t.amount || this.accounts.get(t.from).flags.allows_overdraft
if (!(this.accounts.get(t.from).balance >= t.amount || this.accounts.get(t.from).flags.allows_overdraft)) throw new Error('Precondition failed: this.accounts.get(t.from).balance >= t.amount || this.accounts.get(t.from).flags.allows_overdraft');
// postcondition: this.transfers.get(t.id) == { ...t, pending: false, posted: true, voided: false }
if (!(this.transfers.get(t.id) == { ...t, pending: false, posted: true, voided: false })) throw new Error('Postcondition failed: this.transfers.get(t.id) == { ...t, pending: false, posted: true, voided: false }');
// postcondition: this.accounts.get(t.from).debits_posted == this.accounts.get(t.from).debits_posted + t.amount
if (!(this.accounts.get(t.from).debits_posted == this.accounts.get(t.from).debits_posted + t.amount)) throw new Error('Postcondition failed: this.accounts.get(t.from).debits_posted == this.accounts.get(t.from).debits_posted + t.amount');
// postcondition: this.accounts.get(t.to).credits_posted == this.accounts.get(t.to).credits_posted + t.amount
if (!(this.accounts.get(t.to).credits_posted == this.accounts.get(t.to).credits_posted + t.amount)) throw new Error('Postcondition failed: this.accounts.get(t.to).credits_posted == this.accounts.get(t.to).credits_posted + t.amount');
}
BecomeLeader(replica: number, term: number) {
// precondition: this.replicaState.has(replica)
if (!(this.replicaState.has(replica))) throw new Error('Precondition failed: this.replicaState.has(replica)');
// precondition: this.replicaState.get(replica).role == "candidate"
if (!(this.replicaState.get(replica).role == "candidate")) throw new Error('Precondition failed: this.replicaState.get(replica).role == "candidate"');
// precondition: this.replicaState.get(replica).currentTerm < term
if (!(this.replicaState.get(replica).currentTerm < term)) throw new Error('Precondition failed: this.replicaState.get(replica).currentTerm < term');
// postcondition: this.leader == replica
if (!(this.leader == replica)) throw new Error('Postcondition failed: this.leader == replica');
// postcondition: this.replicaState.get(replica).role == "this.leader"
if (!(this.replicaState.get(replica).role == "this.leader")) throw new Error('Postcondition failed: this.replicaState.get(replica).role == "this.leader"');
// postcondition: this.replicaState.get(replica).currentTerm == term
if (!(this.replicaState.get(replica).currentTerm == term)) throw new Error('Postcondition failed: this.replicaState.get(replica).currentTerm == term');
}
AppendEntry(entry: LogEntry, term: number) {
// precondition: entry.index == length(this.log) + 1
if (!(entry.index == length(this.log) + 1)) throw new Error('Precondition failed: entry.index == length(this.log) + 1');
// precondition: term >= this.commitIndex
if (!(term >= this.commitIndex)) throw new Error('Precondition failed: term >= this.commitIndex');
// postcondition: this.log == append(this.log, entry)
if (!(this.log == append(this.log, entry))) throw new Error('Postcondition failed: this.log == append(this.log, entry)');
// postcondition: this.commitIndex == entry.index
if (!(this.commitIndex == entry.index)) throw new Error('Postcondition failed: this.commitIndex == entry.index');
}
// V1: Always(AccountBalanceInvariant)
async verify1(): Promise<boolean> {
// TODO: Model-check or monitor
// Temporal: Always(AccountBalanceInvariant)
return true;
}
}

102
out/TigerBeetleLedger.wat Normal file
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@ -0,0 +1,102 @@
;; Auto-generated by speckl-compile from TigerBeetleLedger
;; Compile: wat2wasm TigerBeetleLedger.wat -o TigerBeetleLedger.wasm
(module
;; Host imports for Map/Set/alloc
(import "speckl" "map_create" (func $map_create (result i32)))
(import "speckl" "map_set" (func $map_set (param i32 i32 i32)))
(import "speckl" "map_get" (func $map_get (param i32 i32) (result i32)))
(import "speckl" "map_has" (func $map_has (param i32 i32) (result i32)))
(import "speckl" "map_remove" (func $map_remove (param i32 i32)))
(import "speckl" "set_create" (func $set_create (result i32)))
(import "speckl" "set_add" (func $set_add (param i32 i32)))
(import "speckl" "set_has" (func $set_has (param i32 i32) (result i32)))
(import "speckl" "set_size" (func $set_size (param i32) (result i32)))
(import "speckl" "alloc" (func $alloc (param i32) (result i32)))
(import "speckl" "write_i32" (func $write_i32 (param i32 i32)))
(import "speckl" "write_f64" (func $write_f64 (param i32 f64)))
;; Linear memory (exported so host can read state)
(memory (export "memory") 1)
;; State globals
(global $accounts (mut i32) (i32.const 0))
(global $transfers (mut i32) (i32.const 0))
(global $pending (mut i32) (i32.const 0))
(global $replicaState (mut i32) (i32.const 0))
(global $log (mut i32) (i32.const 0))
(global $commitIndex (mut i32) (i32.const 0))
(global $leader (mut i32) (i32.const 0))
;; ---- init ----
(func $init (export "init")
(call $map_create)
(global.set $accounts)
(call $map_create)
(global.set $transfers)
(call $set_create)
(global.set $pending)
(call $map_create)
(global.set $replicaState)
(i32.const 0)
(global.set $commitIndex)
(i32.const 0)
(global.set $leader)
)
;; ---- Actions ----
;; action: CreateTransfer
(func $CreateTransfer (export "CreateTransfer") (param $t i32) (result i32)
(i32.const 1)
)
;; action: CommitTransfer
(func $CommitTransfer (export "CommitTransfer") (param $id i32) (result i32)
(i32.const 1)
)
;; action: VoidTransfer
(func $VoidTransfer (export "VoidTransfer") (param $id i32) (result i32)
(i32.const 1)
)
;; action: PostTransfer
(func $PostTransfer (export "PostTransfer") (param $t i32) (result i32)
(i32.const 1)
)
;; action: BecomeLeader
(func $BecomeLeader (export "BecomeLeader") (param $replica i32) (param $term i32) (result i32)
(i32.const 1)
)
;; action: AppendEntry
(func $AppendEntry (export "AppendEntry") (param $entry i32) (param $term i32) (result i32)
(i32.const 1)
)
;; ---- getState ----
(func $getState (export "getState") (result i32 i32)
(i32.const 0)
(global.get $commitIndex)
(i32.store)
(i32.const 4)
(global.get $leader)
(i32.store)
(i32.const 0)
(i32.const 8)
)
;; checkConstraints — runtime constraint evaluation stub
(func $checkConstraints (export "checkConstraints") (result i32)
;; TODO: evaluate constraint expressions at runtime
(i32.const 1)
)
)

View file

@ -0,0 +1,21 @@
{
"@context": {
"prov": "http://www.w3.org/ns/prov#",
"speckl": "https://speckl.scoble.me/ns/v0.2#",
"rdfs": "http://www.w3.org/2000/01/rdf-schema#"
},
"@graph": [
{
"@type": "prov:Entity",
"@id": "speck:ToggleSwitch",
"prov:qualifiedGeneration": {
"@type": "prov:Generation",
"prov:activity": {
"@type": "prov:Activity",
"prov:startTime": "2026-05-10T09:08:16.262Z"
}
},
"rdfs:label": "ToggleSwitch"
}
]
}

23
out/ToggleSwitch.smt2 Normal file
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@ -0,0 +1,23 @@
; SpeckDL: ToggleSwitch — Z3 Verification
; Generated by speckl-compile Z3 backend
; Bounded model checking depth: 10
(set-logic ALL)
(set-option :produce-models true)
(declare-fun speckl_len_Int ( (Array Int Int) ) Int)
; --- State Variables ---
(declare-const isOn Bool)
; --- Invariants ---
(define-fun SwitchConsistent () Bool
(and
(or (= isOn true) (= isOn false))
)
)
; --- Invariant Assertions ---
(assert (SwitchConsistent))
(check-sat)
(get-model)

View file

@ -0,0 +1,15 @@
{
"bomFormat": "CycloneDX",
"specVersion": "1.6",
"components": [],
"metadata": {
"tools": [],
"component": {
"type": "application",
"name": "ToggleSwitch",
"version": "0.2.0",
"properties": []
}
},
"annotations": []
}

View file

@ -0,0 +1,26 @@
{
"@context": [
"https://spdx.github.io/spdx-v3/spdx-context.jsonld",
{
"speckl": "https://speckl.scoble.me/ns/v0.2#"
}
],
"@type": "spdx:Document",
"spdx": {
"@id": "spdx:ToggleSwitch",
"@type": "spdx:Snippet",
"name": "ToggleSwitch",
"spdxVersion": "3.0.1",
"dataLicense": "CC0-1.0",
"creationInfo": {
"created": "2026-05-10T09:08:16.269Z",
"createdBy": [
"Organization: Speckl",
"tool: speckl-compile-0.2.0"
]
}
},
"builtBy": [],
"relationships": [],
"elements": []
}

34
out/ToggleSwitch.ts Normal file
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@ -0,0 +1,34 @@
// Auto-generated by speckl-compile from ToggleSwitch
// DO NOT EDIT MANUALLY — regenerate from .speckdl source
export const ToggleSwitchState = {
Open: 'open',
Closed: 'closed',
} as const;
export type ToggleSwitchState = typeof ToggleSwitchState[keyof typeof ToggleSwitchState];
export class ToggleSwitchMachine {
isOn: boolean;
decisionLog: any[] = [];
constructor() {
// No init block defined
}
TurnOn() {
if (!(not this.isOn)) throw new Error('Guard failed: not this.isOn');
this.isOn = true;
}
TurnOff() {
if (!(this.isOn)) throw new Error('Guard failed: this.isOn');
this.isOn = false;
}
}

71
out/ToggleSwitch.wat Normal file
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@ -0,0 +1,71 @@
;; Auto-generated by speckl-compile from ToggleSwitch
;; Compile: wat2wasm ToggleSwitch.wat -o ToggleSwitch.wasm
(module
;; Host imports for Map/Set/alloc
(import "speckl" "map_create" (func $map_create (result i32)))
(import "speckl" "map_set" (func $map_set (param i32 i32 i32)))
(import "speckl" "map_get" (func $map_get (param i32 i32) (result i32)))
(import "speckl" "map_has" (func $map_has (param i32 i32) (result i32)))
(import "speckl" "map_remove" (func $map_remove (param i32 i32)))
(import "speckl" "set_create" (func $set_create (result i32)))
(import "speckl" "set_add" (func $set_add (param i32 i32)))
(import "speckl" "set_has" (func $set_has (param i32 i32) (result i32)))
(import "speckl" "set_size" (func $set_size (param i32) (result i32)))
(import "speckl" "alloc" (func $alloc (param i32) (result i32)))
(import "speckl" "write_i32" (func $write_i32 (param i32 i32)))
(import "speckl" "write_f64" (func $write_f64 (param i32 f64)))
;; Linear memory (exported so host can read state)
(memory (export "memory") 1)
;; State globals
(global $isOn (mut i32) (i32.const 0))
;; ---- init ----
(func $init (export "init")
(i32.const 0)
(global.set $isOn)
)
;; ---- Actions ----
;; action: TurnOn
(func $TurnOn (export "TurnOn") (result i32)
;; require: not isOn
;; Complex guard not compiled: not isOn
;; isOn := true
(i32.const 0) ;; uncompiled expr: true
(global.set $isOn)
(global.get $isOn)
(return)
)
;; action: TurnOff
(func $TurnOff (export "TurnOff") (result i32)
;; require: isOn
;; Complex guard not compiled: isOn
;; isOn := false
(i32.const 0) ;; uncompiled expr: false
(global.set $isOn)
(global.get $isOn)
(return)
)
;; ---- getState ----
(func $getState (export "getState") (result i32 i32)
(i32.const 0)
(global.get $isOn)
(i32.store)
(i32.const 0)
(i32.const 4)
)
;; checkConstraints — runtime constraint evaluation stub
(func $checkConstraints (export "checkConstraints") (result i32)
;; TODO: evaluate constraint expressions at runtime
(i32.const 1)
)
)

View file

@ -30,7 +30,7 @@ export class VerificationSME extends SME {
this.compileConstraint(c.expression, speck)
);
// In production, this would invoke Z3 via subprocess or WASM.
// In production, this would invoke Z3 via subprocess.
// For the reference implementation, we simulate the result.
const z3Result = this.simulateZ3(speck, z3Assertions);

View file

@ -99,7 +99,7 @@ export interface Task {
export type TaskType =
| "verify_speck" // Run Z3 verification on a Speck
| "compile_to_dst" // Compile verified Speck to DST
| "compile_to_wasm" // Compile DST to WASM
| "compile_to_typescript" // Compile DST to TypeScript
| "generate_code" // Generate code from verified Speck
| "generate_docs" // Generate documentation from provenance graph
| "integrate" // Integration/glue code
@ -142,7 +142,7 @@ export interface TaskResult {
export interface ProvenanceNode {
id: string;
type: "speck" | "z3_assertion" | "dst" | "wasm" | "code" | "docs" | "event";
type: "speck" | "z3_assertion" | "dst" | "code" | "docs" | "event";
label: string;
metadata: Record<string, unknown>;
}

190
scripts/validate-all.sh Executable file
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@ -0,0 +1,190 @@
#!/usr/bin/env bash
# validate-all.sh — Batch compile all Speckl examples and validate outputs
# Usage: ./scripts/validate-all.sh [--quick] [--verbose]
# --quick: only parse + TypeScript check (skip WASM/WAT)
# --verbose: show all errors
set -uo pipefail
SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
SPECKL_ROOT="$(dirname "$SCRIPT_DIR")"
COMPILER_DIR="$SPECKL_ROOT/compiler"
EXAMPLES_DIR="$SPECKL_ROOT/examples"
OUT_DIR="$COMPILER_DIR/out/ci-validation"
GREEN='\033[0;32m'
RED='\033[0;31m'
YELLOW='\033[1;33m'
NC='\033[0m'
QUICK=false
VERBOSE=false
for arg in "$@"; do
case $arg in
--quick) QUICK=true ;;
--verbose) VERBOSE=true ;;
esac
done
# Ensure compiler builds clean
echo "Building compiler..."
cd "$COMPILER_DIR"
if ! npx tsc --noEmit 2>&1; then
echo -e "${RED}FAIL: Compiler has TypeScript errors${NC}"
exit 1
fi
# Run unit tests
echo "Running unit tests..."
TEST_OUTPUT=$(npm test 2>&1) || true
TEST_COUNT=$(echo "$TEST_OUTPUT" | grep -oP 'Tests\s+\K\d+(?=\s+passed)' | head -1 || echo "0")
FAIL_COUNT=$(echo "$TEST_OUTPUT" | grep -oP 'Tests\s+\K\d+(?=\s+failed)' | head -1 || echo "0")
if [ "$FAIL_COUNT" != "0" ] && [ "$FAIL_COUNT" != "" ]; then
echo -e "${RED}FAIL: $FAIL_COUNT test(s) failing${NC}"
else
echo -e "${GREEN}PASS: $TEST_COUNT tests passing${NC}"
fi
# Prepare output directory
rm -rf "$OUT_DIR"
mkdir -p "$OUT_DIR"
echo ""
echo "============================================"
echo " Speckl Compiler Validation"
echo " $(date '+%Y-%m-%d %H:%M:%S')"
echo "============================================"
echo ""
# Results tracking
PASS=0
FAIL=0
PARSE_FAIL=0
TS_CLEAN=0
TS_ERRORS=0
WAT_OK=0
declare -A RESULTS
declare -A TS_ERROR_COUNTS
NODE_BIN="$COMPILER_DIR/dist/index.js"
if [ ! -f "$NODE_BIN" ]; then
echo -e "${RED}FATAL: Compiler dist not found at $NODE_BIN${NC}"
echo "Run 'cd compiler && npx tsc' first"
exit 1
fi
shopt -s nullglob
SPECS=( "$EXAMPLES_DIR"/*.speck )
for spec in "${SPECS[@]}"; do
NAME=$(basename "$spec" .speck)
EXAMPLE_OUT="$OUT_DIR/$NAME"
mkdir -p "$EXAMPLE_OUT"
echo -n " $NAME ... "
# Step 1: Parse + generate all artifacts
PARSE_OUT=$(node "$NODE_BIN" "$spec" -o "$EXAMPLE_OUT" 2>&1) || true
if echo "$PARSE_OUT" | grep -q "Error\|error:"; then
echo -e "${RED}PARSE FAIL${NC}"
if $VERBOSE; then echo "$PARSE_OUT"; fi
RESULTS[$NAME]="PARSE_FAIL"
PARSE_FAIL=$((PARSE_FAIL + 1))
FAIL=$((FAIL + 1))
continue
fi
# Step 2: Count artifacts generated
ARTIFACT_COUNT=$(find "$EXAMPLE_OUT" -maxdepth 1 -type f \( -name "*.json" -o -name "*.jsonld" -o -name "*.ts" -o -name "*.wat" \) 2>/dev/null | wc -l)
# Step 3: TypeScript check
TS_FILE="$EXAMPLE_OUT/$NAME.ts"
TS_OK=false
if [ -f "$TS_FILE" ]; then
TS_CHECK_OUT=$(npx tsc --noEmit --target ES2020 --module commonjs --strict --lib ES2020 --skipLibCheck \
"$TS_FILE" 2>&1) && TS_OK=true || true
if [ "$TS_OK" = true ]; then
TS_CLEAN=$((TS_CLEAN + 1))
else
TS_ERR_COUNT=$(echo "$TS_CHECK_OUT" | grep -c "error TS" 2>/dev/null || echo "0")
TS_ERROR_COUNTS[$NAME]=$TS_ERR_COUNT
TS_ERRORS=$((TS_ERRORS + 1))
# Save error log
echo "$TS_CHECK_OUT" > "$EXAMPLE_OUT/ts-errors.txt"
fi
else
echo -e "${RED}NO TS OUTPUT${NC}"
RESULTS[$NAME]="NO_TS"
FAIL=$((FAIL + 1))
continue
fi
# Step 4: WASM/WAT validation
WAT_FILE="$EXAMPLE_OUT/$NAME.wat"
if [ "$QUICK" = false ] && [ -f "$WAT_FILE" ]; then
if command -v wat2wasm &>/dev/null; then
wat2wasm "$WAT_FILE" -o "$EXAMPLE_OUT/$NAME.wasm" 2>/dev/null && WAT_OK=$((WAT_OK + 1)) || true
fi
fi
# Final status
if [ "$TS_OK" = true ]; then
echo -e "${GREEN}OK${NC} ($ARTIFACT_COUNT artifacts, TS clean)"
RESULTS[$NAME]="PASS"
PASS=$((PASS + 1))
else
TS_ERR="${TS_ERROR_COUNTS[$NAME]:-?}"
echo -e "${YELLOW}TS ERRORS: $TS_ERR${NC} ($ARTIFACT_COUNT artifacts)"
RESULTS[$NAME]="TS_ERRORS"
FAIL=$((FAIL + 1))
if $VERBOSE && [ -f "$EXAMPLE_OUT/ts-errors.txt" ]; then
head -20 "$EXAMPLE_OUT/ts-errors.txt"
fi
fi
done
echo ""
echo "============================================"
echo " RESULTS"
echo "============================================"
TOTAL=${#SPECS[@]}
echo " Total examples: $TOTAL"
echo " Parse success: $((PASS + TS_ERRORS))/$((PASS + TS_ERRORS + PARSE_FAIL))"
echo " Parse failures: $PARSE_FAIL"
echo " TS clean: $TS_CLEAN"
echo " TS with errors: $TS_ERRORS"
echo " Overall pass: $PASS / $TOTAL"
if [ "$QUICK" = false ]; then
echo " WAT valid: $WAT_OK"
fi
echo ""
# Detailed table
printf " %-30s %s\n" "EXAMPLE" "STATUS"
printf " %-30s %s\n" "-------" "------"
for spec in "${SPECS[@]}"; do
NAME=$(basename "$spec" .speck)
STATUS="${RESULTS[$NAME]:-UNKNOWN}"
case $STATUS in
PASS) COLOR="$GREEN" ;;
TS_ERRORS) COLOR="$YELLOW" ;;
PARSE_FAIL|NO_TS) COLOR="$RED" ;;
*) COLOR="$RED" ;;
esac
EXTRA=""
if [ "$STATUS" = "TS_ERRORS" ]; then
EXTRA=" (${TS_ERROR_COUNTS[$NAME]:-?} errors)"
fi
printf " ${COLOR}%-30s %-12s${NC}%s\n" "$NAME" "$STATUS" "$EXTRA"
done
echo ""
echo " Artifacts in: $OUT_DIR"
echo " TS error logs: $OUT_DIR/*/ts-errors.txt"
echo ""
# Exit code
if [ $FAIL -gt 0 ] || [ $PARSE_FAIL -gt 0 ]; then
exit 1
fi
exit 0

4
typescript Normal file
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Script started on 2026-05-10 01:11:44-07:00 [COMMAND="sed -n '310p' compiler/src/generators/z3.ts" <not executed on terminal>]
cleanName = cleanName.replace(/\(([^)]+)\)/g, '_$1').replace(/[<>,\s]+/g, '_').replace(/__+/g, '_');
Script done on 2026-05-10 01:11:44-07:00 [COMMAND_EXIT_CODE="0"]