Claude/cognitive layer stack 77 kuh#117
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…crate Replaced the 300-line Container struct + impl + constants in src/container/mod.rs with re-exports from ladybug_contract::container. Before: TWO identical Container types (different Rust types, same layout) After: ONE Container type from contract, re-exported into src/container Kept: all 15 database-layer submodules (adjacency, cache, delta, graph, search, spine, traversal, etc.) and Fingerprint<->Container conversions. Removed: ~250 lines of duplicate struct definition, methods, constants. https://claude.ai/code/session_01NocTBszN8LoR9Vrc7Tn4oF
The "holy grail" change: CogRecord is now exactly 2KB (meta + content),
stack-allocated, #[repr(C, align(64))]. Multi-container geometries use
linked records in the DN tree instead of Vec<Container>.
- Contract: CogRecord { meta: Container, content: Container }
- Added as_bytes()/from_bytes() for zero-copy I/O
- Updated all callers: geometry, dn_redis, graph, traversal, migrate
- Converted orphan impls to extension traits (CogRecordSerde)
- All 729 tests pass
https://claude.ai/code/session_01NocTBszN8LoR9Vrc7Tn4oF
Single source of truth for the CogRecord layout shared across all 3 runtimes. Provides RECORD_BYTES=2048, field descriptors with byte offsets, and const field lookup. crewai-rust and n8n-rs re-export this via `contract::schema` when compiled with the `ladybug` feature. https://claude.ai/code/session_01NocTBszN8LoR9Vrc7Tn4oF
CausalBridge: connects GrammarTriangle (text→meaning) to CausalEngine (Pearl's do-calculus). Maps DependencyType→EdgeType, converts text fields to fingerprints, provides ingest_text() one-shot pipeline. 11 tests. CausalCertificate: statistical evidence bundle for causal claims. Combines Cohen's d effect size, Granger temporal signal, 95% CI, p-value, Berry-Esseen approximation bound, and NARS truth values. certify() gates claims through all conditions simultaneously. 13 tests. https://claude.ai/code/session_01NocTBszN8LoR9Vrc7Tn4oF
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