Skill Detail

Search local notes, docs, and meeting transcripts for agent context with QMD

Index local notes, docs, and meeting transcripts, then return ranked files or structured JSON so an agent can pull only the context it needs.

Research & ScrapingMulti-Framework
Research & Scraping Multi-Framework Security Reviewed
⭐ 22.1k GitHub stars ⬇ 25.9k/wk npm
INSTALL WITH ANY AGENT
npx skills add agentskillexchange/skills --skill search-local-notes-docs-and-meeting-transcripts-for-agent-context-with-qmd Copy
Works best when you want a reusable capability, not another fragile one-off prompt.
At a glance
Tools required
Node or Bun, local document folders, optional local GGUF model via node-llama-cpp for semantic search and reranking
Install & setup
npm install -g @tobilu/qmd or bun install -g @tobilu/qmd
Author
tobi
Publisher
Open Source Project
Last updated
Apr 18, 2026
Quick brief

Use QMD when an agent needs to search local markdown notes, meeting transcripts, or documentation before answering, planning, or drafting. It combines keyword search, semantic search, reranking, and agent-friendly JSON or file outputs in one local workflow.

How it works

What this skill actually does

Invoke this instead of a normal note app or raw grep when the job is to build a focused context bundle for an agent, not just browse notes manually. The scope boundary is tight: QMD indexes local text collections and returns relevant documents or paths for downstream agent use. It is not a general knowledge base product listing, hosted search platform, or broad note-taking workspace.