docs: refine skills
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---
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name: qmd
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description: Search notes/content with qmd (BM25 + vectors + rerank).
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description: Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
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metadata: {"clawdis":{"requires":{"bins":["qmd"]}}}
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---
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# qmd
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Use `qmd` to search local content. Start with:
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Use `qmd` to index local files and search them.
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```bash
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qmd --help
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```
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Indexing
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- Add collection: `qmd collection add /path --name docs --mask "**/*.md"`
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- Update index: `qmd update`
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- Status: `qmd status`
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Use concise queries and refine with filters if available.
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Search
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- BM25: `qmd search "query"`
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- Vector: `qmd vsearch "query"`
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- Hybrid: `qmd query "query"`
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- Get doc: `qmd get docs/path.md:10 -l 40`
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Notes
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- Embeddings/rerank use Ollama at `OLLAMA_URL` (default `http://localhost:11434`).
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- Index lives under `~/.cache/qmd` by default.
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- MCP mode: `qmd mcp`.
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