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Agent skill

Qmd

by CraftOS-dev in CraftOS-dev/CraftBot

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

MITAuto-check passedMarketing & SEO

Install Qmd

skills CLI
$ npx skills add CraftOS-dev/CraftBot --skill qmd -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install CraftOS-dev/CraftBot qmd --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qmd .claude/skills/qmd && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
qmd
GitHub stars
392
Used in
3 other repos
Token cost
~204 tokens
SKILL.md length
66 words
Files
3
Skills in repo
89
Repo updated
First seen
Licence
MIT

At a glance

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

  • Tasks that involve Local SEO
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Qmd is an agent skill from CraftOS-dev/CraftBot. Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

Its SKILL.md is about 200 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `.clawhub/origin.json` and `_meta.json`).

It sits in Marketing & SEO, covering Local SEO. It works with Model Context Protocol. The repository describes itself as: One agent. Every kind of work. The licence is MIT.

When your agent uses it

  • Tasks that involve Local SEO

Example prompts

  • “/qmd”

What it can do on your machine

Read from SKILL.md and the folder at commit b50970c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Qmd loads about 204 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 66 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~18
When it runs · the whole SKILL.md, loaded when a task matches
~204

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from CraftOS-dev/CraftBot at commit b50970c, republished under its MIT licence (© CraftOS-dev). 66 words, ~204 tokens.

Download SKILL.mdSave it as .claude/skills/qmd/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
qmd
description
Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
homepage
https://tobi.lutke.com

qmd

Use qmd to index local files and search them.

Indexing

  • Add collection: qmd collection add /path --name docs --mask "**/*.md"
  • Update index: qmd update
  • Status: qmd status

Search

  • BM25: qmd search "query"
  • Vector: qmd vsearch "query"
  • Hybrid: qmd query "query"
  • Get doc: qmd get docs/path.md:10 -l 40

Notes

  • Embeddings/rerank use Ollama at OLLAMA_URL (default http://localhost:11434).
  • Index lives under ~/.cache/qmd by default.
  • MCP mode: qmd mcp.

© CraftOS-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files in skills/qmd of CraftOS-dev/CraftBot.

  • SKILL.md
  • .clawhub/origin.json
  • _meta.json

Open the folder on GitHubat commit b50970c

Used in 3 other repositories

We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in CraftOS-dev/CraftBot, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Qmd next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Qmd compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Qmd this skillCraftOS-dev/CraftBot3923 repos~204Automated safety check: PassMIT
Google Mapscablate/mcp-google-map468—~909Automated safety check: PassMIT
Google Maps Local SEOcablate/mcp-google-map468—~633Automated safety check: PassMIT
Google Maps Travel Planningcablate/mcp-google-map468—~710Automated safety check: PassMIT
SEO Project Setuppetera2c/simple-table2292 repos~1.5kAutomated safety check: PassMIT
SeogTerminalSkills/skills163—~3.4kAutomated safety check: PassApache-2.0

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Works with

Categories

Questions about Qmd

What does Qmd do?

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode. Qmd is an agent skill from CraftOS-dev/CraftBot. Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

When should I use Qmd?

Qmd fits situations like: tasks that involve Local SEO.

How do I install Qmd in Claude Code?

Run `npx skills add CraftOS-dev/CraftBot --skill qmd -a claude-code`. Or copy the skill folder (skills/qmd in CraftOS-dev/CraftBot) into .claude/skills/qmd in your project. Claude Code loads it when a task matches its description.

How do I install Qmd in Codex?

Run `npx skills add CraftOS-dev/CraftBot --skill qmd -a codex`. Or copy the skill folder (skills/qmd in CraftOS-dev/CraftBot) into .agents/skills/qmd in your project. Codex loads it when a task matches its description.

Can I use Qmd in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CraftOS-dev/CraftBot --skill qmd -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qmd, .gemini/skills/qmd, .github/skills/qmd and .opencode/skills/qmd in your project.

What does Qmd need to run?

SKILL.md names no scripts, command-line tools or credentials: Qmd is instructions for the agent only.

Does Qmd access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Qmd safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Qmd use?

Qmd is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Qmd use?

About 204 tokens (SKILL.md is roughly 816 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Qmd?

Skills that share tags, products or a category with Qmd: Google Maps (cablate/mcp-google-map, 468 stars), Google Maps Local SEO (cablate/mcp-google-map, 468 stars), Google Maps Travel Planning (cablate/mcp-google-map, 468 stars) and SEO Project Setup (petera2c/simple-table, 229 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qmd?

CraftOS-dev (a GitHub user) maintains it in CraftOS-dev/CraftBot, which has 392 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 7, 2026.

Source: CraftOS-dev/CraftBot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.