Use Case
Stop doing repetitive documents & notes tasks manually. qmd Search lets your AI agent handle them automatically through natural conversation. Fast local search for markdown files, notes, and docs using qmd CLI. Use instead of `find` for file discovery. Combines BM25 full-text search, vector semantic search, and LLM reranking—all running locally. Use when searching for files, finding code, locating documentation, or discovering content in indexed collections. This guide shows practical examples of using qmd Search to automate common documents & notes workflows and save hours every week.
Install qmd Search: npx clawhub@latest --dir ~/.claude/skills install qmd-search
Identify the repetitive documents & notes tasks you want to automate
Describe the task to your AI in plain English
qmd Search will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing qmd Search
Automate my documents & notes tasks using qmd Search
What repetitive tasks can qmd Search handle for me?
Set up a workflow that runs qmd Search every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install qmd-searchOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install qmd-search⚠️ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js →
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/qmd-search/💡Extract and place the folder at the path above, then restart your agent.