adding-eval-scorecard SKILL.md skillA
adding-eval-scorecard 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/adding-eval-scorecard@git:20261019.46c2736Pins git:20261019.46c2736 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/adding-eval-scorecard/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261019.46c2736, committed Oct 19, 2026
- First version recorded
- Jun 29, 2026
- Size
- 10,297 bytes
- Repository stars
- 1,593
- License
- MIT
Adopt the per-agent eval scorecard for a GAIA hub agent: write the harness→payload adapter, run the eval to produce a REAL scorecard, link + surface it from the agent's README, wire the release gate, and (for a new agent) generalize the format. Use when asked to 'add a scorecard', 'adopt the eval scorecard', 'generate the scorecard for <agent>', or wire scorecard CI for an agent. Builds on docs/reference/eval-scorecard.mdx and the email agent reference adapter.
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
# Adding an Eval Scorecard to a GAIA Agent Adopt the release **eval scorecard** ([`docs/reference/eval-scorecard.mdx`](../../../docs/reference/eval-scorecard.mdx)) for one hub agent. The system is `harness → result payload → generator → scorecard`, with a standalone presence+regression release gate. The **email agent is the reference implementation** — mirror it. **Core modules (do not modify; reuse):** - `src/gaia/eval/release_scorecard.py` — `ResultPayload`, `compute_aggregate`, `render_scorecard`, `write_scorecard`, `validate_scorecard`, `carry_forward`. Harness-agnostic (stdlib + PyYAML only). - `src/gaia/eval/scorecard_gate.py` — the standalone gate (`python -m gaia.eval.scorecard_gate`). - Reference adapter: `hub/agents/email/python/packaging/gen_scorecard.py`. This is a **phased checklist with a hard gate at the real-eval step** — the scorecard MUST come from an actual eval run, never hand-authored numbers. ## Phase 1 — Locate the agent's surfaces 1. **Version source of truth** = the `version:` field in `<agent>/gaia-agent.yaml`. Never invent a parallel scheme. …
Read the whole file at its exact version.
How to install
mdr add amd/gaia/adding-eval-scorecard@sha256:ba99dd458857c7b8The line at the top of this page pins the label git:20261019.46c2736, 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_22mntsaufc34bzs7)
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Versions
The registry has recorded 5 versions of this file, between Jun 29, 2026 and Oct 19, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.46c2736 latest | 2026-10-19 | 46c2736 | 10,297 B | A | view · diff |
| git:20260811.d086faa | 2026-08-11 | d086faa | 10,375 B | A | view · diff |
| git:20260720.638a764 | 2026-07-20 | 638a764 | 9,404 B | A | view · diff |
| git:20260719.d9b11ec | 2026-07-19 | d9b11ec | 8,850 B | A | view · diff |
| git:20260629.dbe0fc4 | 2026-06-29 | dbe0fc4 | 8,856 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 (10297 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_22mntsaufc34bzs7 GET https://markdownregistry.com/api/v1/resolve?ref=amd/gaia/adding-eval-scorecard GET https://markdownregistry.com/api/v1/blob/ba99dd458857c7b8459e120f9b17aa748d505630966f97fd59a52c4542845913
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.