eval-dataset SKILL.md skillA
eval-dataset from galileo-agent-labs/eval-engineer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add galileo-agent-labs/eval-engineer/eval-dataset@git:20260526.b859e18Pins git:20260526.b859e18 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- galileo-agent-labs/eval-engineer
- Path
skills/eval-dataset/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260526.b859e18, committed May 26, 2026
- First version recorded
- May 19, 2026
- Size
- 2,802 bytes
- Repository stars
- 43
- License
- MIT
Use when the user asks to turn a failure into an eval, create/review/accept/reject dataset cases, or convert Galileo traces, metric gaps, or production examples into 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
# Eval Dataset Use this skill to build durable eval cases from evidence. Its job is dataset quality control, not diagnosis or app fixing. ## Required Reference Use `skills/eval-engineer/references/eval-datasets.md` for the canonical case schema precedence, optional review metadata, promotion rules, bootstrap guidance for different use cases, and Galileo SDK dataset usage. ## Required Inputs Start from at least one evidence source: - `.galileo/current/debug-packet.json` - `.galileo/current/diagnosis.md` - Galileo trace, session, experiment, or log-stream IDs - production symptom with enough context to define expected behavior If there is no concrete failure, regression, policy requirement, or metric gap, ask for evidence before writing a case. ## Do - Write new unreviewed cases to `.galileo/eval-dataset/candidates.jsonl` unless the user asks to accept or reject a case. - When accepting or rejecting cases, update `.galileo/eval-dataset/changelog.md`. - Bootstrap datasets by use case: RAG, tool-calling agent, multi-turn, workflow, safety/compliance, and tokenomics. - Choose failure triggers that should be caught by named Galileo metrics or explicit local gates. …
Read the whole file at its exact version.
How to install
mdr add galileo-agent-labs/eval-engineer/eval-dataset@sha256:9ced085623e07381The line at the top of this page pins the label git:20260526.b859e18, 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_vce3cwv64edm6f4f)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 19, 2026 and May 26, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260526.b859e18 latest | 2026-05-26 | b859e18 | 2,802 B | A | view · diff |
| git:20260519.1170f59 | 2026-05-19 | 1170f59 | 2,274 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 (2802 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
galileo-agent-labs/eval-engineer · 43 stars · license MIT · pushed 2026-08-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vce3cwv64edm6f4f GET https://markdownregistry.com/api/v1/resolve?ref=galileo-agent-labs/eval-engineer/eval-dataset GET https://markdownregistry.com/api/v1/blob/9ced085623e07381628c30d57d5cb3a1ef51aaf7a0f08152d7c2b236a44286ef
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.