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Last updated June 10, 2026 · © 2026 Skillselion. Skillselion is an independent project and is not affiliated with Anthropic, OpenAI, Cursor, Claude, Claude Code, or Codex.

Skills/WIN4R/MEMORY LANCEDB PRO SKILL

win4r/memory-lancedb-pro-skill

1 skill · 620 installs · 47 stars · GitHub

Install

npx skills add https://github.com/win4r/memory-lancedb-pro-skill

Skills in this repo

1Memory Lancedb Promemory-lancedb-pro is a maintainer-facing agent skill for the enhanced OpenClaw long-term memory plugin that replaces the built-in LanceDB memory with hybrid retrieval and operational controls. It explains architecture from the gateway entry point through vector and BM25 fusion, reranking, scope boundaries, and CLI commands so you can ship fixes or features without reverse-engineering the repo. Solo builders and small teams self-hosting OpenClaw use it when recall is weak, duplicates clutter results, embedding providers change, or access rules need tightening. The skill explicitly covers troubleshooting memory quality, extending agent-exposed tools, and migrating data between backends. It is not an end-user “install memory” shortcut for non-developers—it expects you to edit TypeScript, reason about retrieval stages, and validate behavior in real sessions. MIT-licensed upstream at win4r/memory-lancedb-pro.620installs