Qmd

Use qmd for workspace search — hybrid BM25+vector search with Qwen3-4B reranking over indexed workspace documents. Not to be confused with Quarto documents (.qmd files).

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File contents

QMD — Workspace Search

QMD is the workspace search tool. Not to be confused with Quarto documents (.qmd extension).

MCP Tools

  • query(searches, intent, limit) — Hybrid search with expansion + reranking. Best for most queries.
  • get(file) — Fetch a document by path or docid.
  • multi_get(pattern) — Batch fetch by glob.
  • status() — Index health.

Query Construction

# Best recall: combine lex + vec
searches=[
    {"type": "lex", "query": "NSA migration revenue"},
    {"type": "vec", "query": "USPS NSA migration financial impact EasyPost"}
]
intent="context about USPS NSA account migration"

When to Load

Auto-load when searching workspace, finding prior analyses, or surfacing context.

lanej/dotfiles/tree/main/gemini/skills/pkm commit 5ee91f9a5b

Frequently asked questions

npx skillmds@latest add lanej/qmd