Transaction Science
c73fe87ed9
jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
Port the complete verity-cascade layer taxonomy into the public
JouleClaw open standard as 20 standalone crates, each implementing the
jouleclaw-cascade Tier (or meta-control) trait. All deterministic-first,
pure Rust, no C++/Python deps, no OpenIE IP. +541 lib tests (1141→1682),
0 failures.
Execution tiers (L0.25–L4.5):
- jouleclaw-formula L0.25 structural-contrast relationship resolver
- jouleclaw-tool-tier L0.5 484-tool deterministic dispatch adapter
- jouleclaw-ssm-router L0.75 local intent classifier (keyword default)
- jouleclaw-local-index L1 BM25 in-process retrieval
- jouleclaw-graph-rag L1.25 entity extraction + KG enrichment
- jouleclaw-struct-contrast L1.375 graph-enriched second formula pass
- jouleclaw-ssm-reader L1.5 extractive reading-comprehension QA
- jouleclaw-federation L2 multi-provider parallel search + fusion
- jouleclaw-rerank L2.5 reranker (BM25 default; ColBERT/SPLADE plug-in)
- jouleclaw-llm-cheap L3 cheap-LLM backend trait surface
- jouleclaw-verification-tier L4 cross-model agreement verification
- jouleclaw-proof-tier L4.5 deterministic CSP (DPLL SAT + sudoku)
Meta-cognitive control plane (L5–L10):
- jouleclaw-routing L5 episode-memory learned dispatch ordering
- jouleclaw-agent L6 multi-step recursive cascade
- jouleclaw-reflection L7 offline promote/demote lessons
- jouleclaw-tuner L8 five damped control loops
- jouleclaw-supervisor L9 pathology detection
- jouleclaw-governor L10 rolling joule budget + tenant quotas + kill switch
Standalone capability crates:
- jouleclaw-decode grammar-constrained decoding (regex/CFG/JSON-schema → token mask)
- jouleclaw-program DSPy-style typed-signature modules + compiler
Co-Authored-By: Claude Opus 4.7 <[email protected]>
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2026-05-27 09:21:25 -04:00 |
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automaton.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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cfg.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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decoder.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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error.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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grammar.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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json_schema.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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lib.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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mask.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |
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regex_compile.rs
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jouleclaw: full L0–L10 cascade tier surface — 20 pure-Rust crates
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2026-05-27 09:21:25 -04:00 |