fast-queries SKILL.md skillA
fast-queries from metraton/gaia is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add metraton/gaia/fast-queries@git:20260809.877ca66Pins git:20260809.877ca66 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- metraton/gaia
- Path
skills/fast-queries/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260809.877ca66, committed Aug 9, 2026
- First version recorded
- Apr 10, 2026
- Size
- 1,180 bytes
- Repository stars
- 4
- License
- MIT
Use when diagnosing an issue, checking system health, or validating state before deeper investigation.
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
# Fast Queries Start with supplied evidence, not a fixed diagnostic script. 1. Read the injected dispatch kernel (`# Your Contract`: goal, `project`, your `can_read` menu). Project context is NOT preloaded. 2. Pull what the goal needs from the persistent substrate, narrowly scoped. The read vocabulary -- which verb opens which coordinate, what each returns, and the workspace rule -- is in `agent-protocol/read-map.md`. 3. Run the smallest authoritative read-only CLI query for the surfaced domain. Use native output/filter flags and one command per call. 4. Record the query, result, and uncertainty in the contract checkpoint. 5. Deep-dive only where the evidence identifies a gap or inconsistency. Do not invoke helpers from `.claude/`; that tree is an installed/protected surface, not Gaia source. Do not treat a broad health command's exit code as proof of a specific desired state. If investigation forecasts mutation, switch to `investigation` and collect predictable exact T3 commands before requesting consent.
Read the whole file at its exact version.
How to install
mdr add metraton/gaia/fast-queries@sha256:da9668afcaf50203The line at the top of this page pins the label git:20260809.877ca66, 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_qykk7nifqhjykwtz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 10, 2026 and Aug 9, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260809.877ca66 latest | 2026-08-09 | 877ca66 | 1,180 B | A | view · diff |
| git:20260809.0249570 | 2026-08-09 | 0249570 | 1,247 B | A | view · diff |
| git:20260807.71a1b14 | 2026-08-07 | 71a1b14 | 1,162 B | A | view · diff |
| git:20260715.605c0d4 | 2026-07-15 | 605c0d4 | 1,851 B | A | view · diff |
| git:20260410.ac3f2ba | 2026-04-10 | ac3f2ba | 1,903 B | A | view |
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 (1180 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
metraton/gaia · 4 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qykk7nifqhjykwtz GET https://markdownregistry.com/api/v1/resolve?ref=metraton/gaia/fast-queries GET https://markdownregistry.com/api/v1/blob/da9668afcaf50203f07088053872e9c5e003cbfd827383f047289176d9b90e1f
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.