eval SKILL.md skillA
eval from ai-analyst-lab/ai-analyst is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-analyst-lab/ai-analyst/eval@git:20260925.9576b2bPins git:20260925.9576b2b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-analyst-lab/ai-analyst
- Path
.claude/skills/eval/SKILL.md- Versions recorded
- 9
- Latest version
- git:20260925.9576b2b, committed Sep 25, 2026
- First version recorded
- Aug 28, 2026
- Size
- 9,644 bytes
- Repository stars
- 322
- License
- MIT
Evaluate a named AI Analyst configuration across a frozen suite. Use when the user asks to run an eval suite, compare a change, inspect system accuracy, or run working or heldout capability and regression cases.
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
# Evaluate the system ## Before running Name the exact system under test. Record its model, instructions, skills, agents, helpers, knowledge, workflow, tools, connector configuration, and data snapshot. Use one of these modes honestly: - Working mode supports iteration. Its references may be visible to the evaluator, but never to the child trial before its output is locked. - Course heldout mode sends locked outputs to the course-controlled grader. The expected results do not live in the student clone. - A local visible answer file is development material. Do not call it a secret heldout evaluation. ## Run 1. For a complete-analysis case, load the question-only case from `evals/cases/public/`. Focused component and calculation suites live under `evals/focused/public/`. 2. Select the exposure, purpose, named cases, and any slice before the run starts. Exposure is `working` or `heldout`. Purpose is `capability` or `regression`. Do not treat these as one dimension. 3. Use `helpers.evals.controller.EvaluationController` to launch and record the trials. 4. Give each trial only its public task, permitted system files, permitted data, and permitted tools. …
Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/eval@sha256:3696e3567bb898cdThe line at the top of this page pins the label git:20260925.9576b2b, 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_orbnwby5ctcggjka)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Aug 28, 2026 and Sep 25, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.9576b2b latest | 2026-09-25 | 9576b2b | 9,644 B | A | view · diff |
| git:20260922.fb66472 | 2026-09-22 | fb66472 | 5,897 B | A | view · diff |
| git:20260922.4ff21c3 | 2026-09-22 | 4ff21c3 | 5,629 B | A | view · diff |
| git:20260920.18d2675 | 2026-09-20 | 18d2675 | 3,583 B | A | view · diff |
| git:20260918.53c618f | 2026-09-18 | 53c618f | 2,693 B | A | view · diff |
| git:20260910.c4b91ef | 2026-09-10 | c4b91ef | 2,462 B | A | view · diff |
| git:20260902.b370de6 | 2026-09-02 | b370de6 | 9,116 B | A | view · diff |
| git:20260828.5cc6199 | 2026-08-28 | 5cc6199 | 9,140 B | A | view · diff |
| git:20260828.99f3097 | 2026-08-28 | 99f3097 | 9,188 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 (9644 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
ai-analyst-lab/ai-analyst · 322 stars · license MIT · pushed 2026-09-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_orbnwby5ctcggjka GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/eval GET https://markdownregistry.com/api/v1/blob/3696e3567bb898cd9e0d2825b83dafaf7e3fca4a853b6fd01d2c3c52d6704b24
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 ai-analyst-lab/ai-analyst
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