qmd

Clear QMD caches, remove orphaned data, vacuum database

Add a local directory as a QMD collection

Exclude a collection from default queries

Include a collection in default queries

List all QMD collections with metadata

Show details for a specific QMD collection

Set the pre-update shell command for a collection

Manage QMD collection contexts (list, add, remove)

Generate or refresh vector embeddings for indexed documents

Retrieve a document by path or docid

List QMD collections or files within a collection

Start, stop, or manage the QMD MCP server

Retrieve multiple documents by glob or list

Download or verify QMD GGUF models from HuggingFace

Primary search tool — hybrid pipeline with query document support

Remove a collection from the QMD index

Rename a QMD collection

BM25 keyword search (CLI only — MCP `search` tool removed in v1.0.8, use `query` with `lex:` prefix instead)

Show QMD index status

Update and re-index all QMD collections

Semantic search (CLI only — MCP `vector_search` tool removed in v1.0.8, use `query` with `vec:` prefix instead)

Use this skill when the user asks to add a reference repo or index a GitHub repository for search. Clones, auto-detects file types, indexes with QMD, and embeds.

When to use the query MCP tool and query documents to search indexed reference collections.