gaia-testing SKILL.md skillA
gaia-testing from amd/gaia is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amd/gaia/gaia-testing@git:20261016.1b15173Pins git:20261016.1b15173 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amd/gaia
- Path
.claude/skills/gaia-testing/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261016.1b15173, committed Oct 16, 2026
- First version recorded
- Jul 23, 2026
- Size
- 32,206 bytes
- Repository stars
- 1,593
- License
- MIT
GAIA's multi-tier regression harness — runs unit, integration, and real-world (on-machine) tiers and brings back screenshots, logs, traces, planted-fact retrieval proof, and per-operation timing with anomaly flags, all collected to the local machine (no remote login needed to view). It carries GAIA's drivers (Agent UI, Agent UI MCP), exact commands, ports, and `gaia eval agent` baselines, and extends (does not replace) the generic `testing` skill. Fires when the user wants real-world /…
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
# GAIA Testing Test the way that catches regressions `pytest` misses: **unit → integration → real-world**, where the real-world tier drives the *real* interface on *real* hardware and returns screenshots, logs, traces, and timing as evidence. Features ship broken while CI is green — a RAG feature that worked in the backend but was hard-blocked in the UI, a release-note claim about a CLI command the source flatly contradicted. **Runtime observation plus source cross-checking is the point.** **This is the GAIA specialization of the generic `testing` skill** — the same surface→evidence discipline, wired to GAIA's drivers: the Agent UI via Playwright (`gaia chat --ui`), the Agent UI MCP (`gaia mcp serve`), Lemonade ports, and `gaia eval agent` baselines. It extends that skill; it does not supersede it. ## Roles — the strongest model plans & judges, a faster model executes - **Plan + judge on the strongest available model** (currently Opus): scope the work, and *judge the evidence* — read every screenshot's pixels, cross-check the executor's claims against source at the tested ref, confirm planted facts. The executor's report is a claim, never trusted on its face. …
Read the whole file at its exact version.
How to install
mdr add amd/gaia/gaia-testing@sha256:e6def989377d33c7The line at the top of this page pins the label git:20261016.1b15173, 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_kxcywszhm3w44bew)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 23, 2026 and Oct 16, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.1b15173 latest | 2026-10-16 | 1b15173 | 32,206 B | A | view · diff |
| git:20261004.85e2ede | 2026-10-04 | 85e2ede | 32,205 B | A | view · diff |
| git:20260925.556b04d | 2026-09-25 | 556b04d | 32,081 B | A | view · diff |
| git:20260811.d086faa | 2026-08-11 | d086faa | 32,161 B | A | view · diff |
| git:20260723.7fc559a | 2026-07-23 | 7fc559a | 31,872 B | A | view · diff |
| git:20260723.9be3103 | 2026-07-23 | 9be3103 | 30,093 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 (32206 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
amd/gaia · 1,593 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kxcywszhm3w44bew GET https://markdownregistry.com/api/v1/resolve?ref=amd/gaia/gaia-testing GET https://markdownregistry.com/api/v1/blob/e6def989377d33c79ab3f15dd57cdc1b901fb19b1ec26ff5fdefcc4b83c492ba
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.