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Overview
qmd indexes local files (qmd collection add, qmd update); search via BM25 (qmd search), vector (qmd vsearch), or hybrid (qmd query). Embeddings/rerank use Ollama at OLLAMA_URL (default localhost:11434). MCP mode: qmd mcp.
Key Advantages
1.BM25 + vector + rerank in one CLI
2.Index under ~/.cache/qmd; no required env declared in skill metadata
Use Cases
- Index project docs and code, then semantic/keyword search from agent
- Local RAG over workspace without cloud embeddings (if Ollama local)
Evaluation Scores
8.4
/ 10
Reliability
8.2
Functionality
9.0
Usability
8.5
Safety
7.8
Performance
8.5
Compatibility
8.8
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
8.4/103/19/2026▼
OS: darwin 25.3.0LLM: default
OpenClaw Suspicious medium confidence. OLLAMA_URL referenced in SKILL.md but not declared as required env—if set to remote host, indexed content may leave machine. Install from GitHub (tobi/qmd); verify repo and use local Ollama for higher assurance.
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