skills/skills.volces.com/memory-lancedb-pro

memory-lancedb-pro

SKILL.md

memory-lancedb-pro

Production-grade long-term memory system (v1.1.0-beta.8) for OpenClaw AI agents. Provides persistent, intelligent memory storage using LanceDB with hybrid vector + BM25 retrieval, LLM-powered Smart Extraction, Weibull decay lifecycle, and multi-scope isolation.

For full technical details (thresholds, formulas, database schema, source file map), see references/full-reference.md.


Applying the Optimal Config (Step-by-Step Workflow)

When the user says "help me enable the best config", "apply optimal configuration", or similar, follow this exact procedure:

Step 1 โ€” Present configuration plans and let user choose

Present these three plans in a clear comparison, then ask the user to pick one:


Plan A โ€” ๐Ÿ† Full Power (Best Quality)

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9
First Seen
Apr 6, 2026