qmd SKILL.md skillA
qmd from openclaw/nix-openclaw-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add openclaw/nix-openclaw-tools/qmd@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- openclaw/nix-openclaw-tools
- Path
tools/qmd/skills/qmd/SKILL.md- Versions recorded
- 1
- Latest version
- v2.0.0, committed May 6, 2026
- Size
- 4,076 bytes
- Repository stars
- 54
- License
- MIT
Search markdown knowledge bases, notes, and documentation using QMD. Use when users ask to search notes, find documents, or look up information.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# QMD - Quick Markdown Search
Local search engine for markdown content.
## Status
!`qmd status 2>/dev/null || echo "qmd CLI not found on this runtime PATH"`
## MCP: `query`
```json
{
"searches": [
{ "type": "lex", "query": "CAP theorem consistency" },
{ "type": "vec", "query": "tradeoff between consistency and availability" }
],
"collections": ["docs"],
"limit": 10
}
```
### Query Types
| Type | Method | Input |
|------|--------|-------|
| `lex` | BM25 | Keywords — exact terms, names, code |
| `vec` | Vector | Question — natural language |
| `hyde` | Vector | Answer — hypothetical result (50-100 words) |
### Writing Good Queries
**lex (keyword)**
- 2-5 terms, no filler words
- Exact phrase: `"connection pool"` (quoted)
- Exclude terms: `performance -sports` (minus prefix)
- Code identifiers work: `handleError async`
**vec (semantic)**
- Full natural language question
- Be specific: `"how does the rate limiter handle burst traffic"`
- Include context: `"in the payment service, how are refunds processed"`
**hyde (hypothetical document)**
- Write 50-100 words of what the *answer* looks like
- Use the vocabulary you expect in the result
…Read the whole file at its exact version.
How to install
mdr add openclaw/nix-openclaw-tools/qmd@sha256:5e505e951452fe67The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nqchqsjqzrqqsepx)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 6, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4076 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
openclaw/nix-openclaw-tools · 54 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nqchqsjqzrqqsepx GET https://markdownregistry.com/api/v1/resolve?ref=openclaw/nix-openclaw-tools/qmd GET https://markdownregistry.com/api/v1/blob/5e505e951452fe6797c81cdfa5892c44c3223645ba1a08c10f163e667a994a40
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from openclaw/nix-openclaw-tools
Every file in openclaw/nix-openclaw-tools