QMD — Workspace Search

QMD is the workspace search tool. Not to be confused with Quarto documents (.qmd extension) — those use the epq and quarto skills.

Use this skill when searching the workspace knowledge base for prior work, context, analyses, or decisions.

CLI (primary interface)

qmd query --no-rerank "your question"   # hybrid search (always use --no-rerank)
qmd search "keywords"                   # BM25 only, fast, no LLM
qmd vsearch "semantic query"            # vector only
qmd get "path/to/file.md"              # fetch a specific document
qmd get "path/to/file.md:100" -l 50   # fetch with line slice
qmd multi-get "projects/**/*.md"        # batch fetch by glob
qmd update                              # re-index changed files (hash-deduplicated, fast)
qmd embed                               # generate/refresh embeddings
qmd status                              # index health
qmd ls projects                         # list indexed files in collection