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win4rwin4rCommunity·1 Agent Skills Included

memory-lancedb-pro-skill

Maintain and upgrade the memory-lancedb-pro OpenClaw memory plugin

Guides maintenance, debugging, and feature development for the memory-lancedb-pro OpenClaw long-term memory plugin. Covers the hybrid retrieval pipeline, LanceDB storage schema, embedding providers, scope access control, and CLI commands with exact formulas and API signatures. Eliminates guesswork when fixing bugs, tuning retrieval quality, or adding new providers and scoring stages. Includes step-by-step workflows for seven common development scenarios plus troubleshooting for twelve known issu
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npx skills add win4r/memory-lancedb-pro-skill --all -g -y

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win4rwin4r

memory-lancedb-pro

Document memory-lancedb-pro OpenClaw plugin architecture, retrieval pipeline, and configuration.

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Frequently Asked Questions

FAQPage Schema
How to install memory-lancedb-pro-skill?▼

Run `npx skills add win4r/memory-lancedb-pro-skill --all -g -y` in your terminal to install this skill globally.

What does the memory-lancedb-pro skill do?▼

It gives your coding assistant deep knowledge of the memory-lancedb-pro OpenClaw plugin, including its retrieval pipeline, storage schema, embedding system, and scope controls, so it can maintain and upgrade the plugin accurately.

How to add a new embedding provider to memory-lancedb-pro?▼

Most OpenAI-compatible providers need only a config change. If the model is missing from the dimensions map or needs custom request fields, the skill walks you through editing src/embedder.ts step by step.

How to fix low recall or noisy memory retrieval?▼

The skill documents every scoring stage with exact math formulas, plus tuning knobs for RRF fusion, reranking, noise filtering, and time decay, so you can diagnose and adjust retrieval quality directly.

Does this skill work with Claude Code and Cursor?▼

Yes. It follows the universal SKILL.md standard, so any compatible coding assistant can load it and use its structured reference files on demand.

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