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rulake-memory
Build self-optimizing agent memory using ruLake cache: pin facts, decisions, or results with verifiable receipts and metadata; search for similar items via top-k ranked hits with scores, decision traces, freshness, latency, and cost metrics. Enables hit-ratio tuning, drift detection, and audit-driven improvements for faster recall over time.
What's Inside
Slash Commands8
/rulake-memory:memory-compact
/memory-compact
Compact the audit ledger and frequently-recalled keys into a long-term memory bundle — pinned witness + summary statistics. The pinned bundle survives restarts.
/rulake-memory:memory-forget
/memory-forget
Drop a key from the witnessed cache. The next access re-primes from the backend. Useful for invalidating stale memories or retiring obsolete decisions.
/rulake-memory:memory-promote
/memory-promote
Force a collection into the warm cache by pre-priming. Useful before a high-traffic agent session starts. Wraps rulake_warm_from_dir.
/rulake-memory:memory-recall
/memory-recall
Search the witnessed memory for what's similar to a query. Returns hits plus a decision trace (witness, freshness, substrates, latency, cost).
/rulake-memory:memory-remember
/memory-remember
Pin a fact / decision / result into the witness-anchored ruLake cache. Subsequent /memory-recall calls for the same key return in about 1 ms with a verifiable receipt.
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Version0.1.1
LanguageRust
Stars7
Forks4
MaintenanceGood
LicenseMIT OR Apache-2.0
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