Command
Show YAML config for a single qmd collection (path, pattern, include state, update command, context count).
Command
Show YAML config for a single qmd collection (path, pattern, include state, update command, context count).
Command
Set or change the pre-update shell command for an existing qmd collection (e.g. git pull --ff-only).
Command
Manage qmd collection contexts (list, add, rm). Contexts are descriptive metadata returned alongside every search hit.
Command
Diagnose qmd index and runtime health: SQLite and sqlite-vec versions, model cache, the GPU device probe, and embedding fingerprint freshness. Run first when search misbehaves or after upgrading qmd.
Command
Generate or refresh vector embeddings for indexed documents. Long running.
Command
Retrieve a document body by path or docid via the qmd CLI. CLI fallback for the MCP get tool.
Command
Start, stop, or check the qmd MCP server (stdio or HTTP daemon).
Command
Download or verify the 3 GGUF models qmd needs (embeddinggemma, qwen3-reranker, qmd-query-expansion).
Command
Hybrid BM25 + vector + reranking search via the qmd CLI. CLI fallback for the MCP query tool.
Command
Remove a collection from the qmd index (does not delete the underlying repo on disk).
Command
Rename a qmd collection. Updates YAML config, all document records, and all virtual paths.
Command
BM25 keyword search via the qmd CLI. Fast, no LLM. CLI fallback for the MCP query tool with type "lex".
Command
Show qmd index health, collections, MCP daemon status, and pending embeds.
Command
Pull all reference repos, re-index changed files, and embed new content. Long running.
Skill Claude CodeCodex
Adds a reference collection to qmd. Accepts a GitHub URL, owner/repo shorthand, or a local directory path. Auto-detects file types, sets ignore globs, indexes with AST chunking, embeds, and verifies. Use when adding a new reference codebase or local notes folder for search.
Skill Claude CodeCodex
Search indexed reference codebases (Convex, Expo, Next.js, Better Auth, Remotion, etc) via the qmd MCP query tool. Use when looking up framework APIs, finding code examples in third-party repos, or answering questions about external libraries that aren't in the current working directory.
Plugin Claude Code
Orchestrate teams of Claude Code sessions working in parallel. Decomposes work, spawns teammates, assigns tasks with file ownership, and coordinates execution.
Skill Claude CodeCodex
Use this skill when the user asks to orchestrate a team, use multiple agents, or parallelize work across Claude Code sessions. Decomposes tasks, spawns teammates, and coordinates execution.
Plugin Claude Code
Lightweight end-of-session tech debt sweep. Finds duplicated code, dead exports, unused deps, stale TODOs, and bloated files.
Skill Claude CodeCodex
Lightweight end-of-session tech debt sweep. Finds duplicated code, dead exports, unused deps, stale TODOs, and bloated files. Use when user asks for "tech debt", "cleanup", "dead code", "unused exports", "code sweep", or end-of-session hygiene. Do NOT use for full codebase audits (use /audit instead).