Reverie
A neuroscience-grounded memory-consolidation daemon for LLM coding harnesses, with a five-layer memory hierarchy and offline dream cycles that consolidate, prune, and promote knowledge.
01 / The thesis
General-purpose agent memory degrades through duplication, noise, and staleness. Retrieval quality demands a derivability gate, layered placement, and consolidation modeled on biological sleep — not one ever-growing store.
02 / Evidence state
private. See the proof page for exactly what that state means and, more importantly, what it does not mean.
03 / What exists
- Five-layer memory hierarchy with a six-type placement taxonomy
- Twelve-phase dream-cycle consolidation pipeline
- Search v2: BM25 + dense-vector RRF + cross-encoder rerank + HyDE + sparse-code fusion
- Post-save contradiction detection across observations
04 / Limits and boundaries
- Contributor, not sole author; the project is led by cerebral-work
- Private repository; reported metrics are the project’s own validation, not an independent audit
- Multi-user collaboration is planned for v1.0