memory-lancedb-pro

memory-lancedb-pro is a Memory stores & recall skill for AI agents, published by win4r in the memory-lancedb-pro-skill repository on GitHub. Skillspace rates memory-lancedb-pro C (71/100) and it passed the safety scan; the rating is based on static analysis only.

Comprehensive guide for maintaining, debugging, and upgrading the memory-lancedb-pro OpenClaw plugin — an enhanced LanceDB-backed long-term memory system with hybrid retrieval (Vector + BM25), cross-encoder reranking, multi-scope isolation, noise filtering, adaptive retrieval, and a management CLI. Use this skill when: (1) developing new features or fixing bugs in memory-lancedb-pro, (2) modifying the retrieval pipeline (vector search, BM25, RRF fusion, reranking, scoring stages), (3) adding or changing embedding providers, (4) updating scope/access control logic, (5) modifying agent tools or CLI commands, (6) troubleshooting memory quality issues (noise, duplicates, low recall), (7) working on the JSONL session distillation pipeline, (8) migrating data between memory backends, or (9) understanding the plugin's architecture to plan enhancements.

Grade

C

Quality

71 / 100

Safety

Passed

GitHub stars

47

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