MCP App StoreMCP App Store
from memory-lancedb-pro-skill235
Installation, configuration, and operational guidance for memory-lancedb-pro — a production-grade long-term memory plugin with hybrid retrieval, smart extractio
Provides step-by-step installation, configuration, and operational guidance for memory-lancedb-pro, a production-grade long-term memory plugin for OpenClaw agents. Covers recommended production configurations (Jina/OpenAI), local Ollama setups, smart extraction, hybrid vector+BM25 retrieval, Weilbull decay lifecycle, and self-improvement tooling. Includes detailed verification, troubleshooting, and migration procedures.
Use this skill when installing or upgrading memory-lancedb-pro, tuning retrieval and extraction settings, migrating from legacy memory plugins, or validating memory workflows (store/recall/update). Also useful when you need production-grade config templates or troubleshooting steps for embeddings, rerankers, and Ollama-local deployments.
references/full-reference.md and extensive in-doc templatesBest suited for OpenClaw/Claude Code and agents that can run CLI helpers and manage gateway configs; guidance references OpenAI, Jina, Ollama, and other embedding/rerank providers.
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