qmd-knowledge

SKILL.md

QMD (Quick Markdown Search) is an on-device search engine for your knowledge base. It indexes markdown notes, meeting transcripts, documentation, and more, providing fast keyword search, semantic search, and hybrid search with LLM reranking.

| qmdsearch | Exact keywords, known terms | Fast | | qmdvsearch | Conceptual queries, fuzzy matching | Medium | | qmdquery | Best quality, complex questions | Slower | | qmdget | Retrieve full document content | Fast | | qmdmultiget | Get multiple docs at once | Fast | | qmdstatus | Check index health | Fast |

After searching, use qmdget with the path or docid to fetch full content:

Knowledge management with QMD (Quick Markdown Search). Search, retrieve, and organize your personal knowledge base, notes, docs, and meeting transcripts. Use when asking about past notes, documentation, meetings, or when needing to recall information from your indexed markdown files. Source: michalvavra/agents.

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