eval-diagnose SKILL.md skillA
eval-diagnose 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-diagnose@git:20260529.4056a23Pins git:20260529.4056a23 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-diagnose/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260529.4056a23, committed May 29, 2026
- First version recorded
- May 18, 2026
- Size
- 2,574 bytes
- Repository stars
- 43
- License
- MIT
Use when Galileo evidence is available and the user asks why a trace, session, log stream, experiment, metric, or AI app behavior failed, regressed, or became unsafe.
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 Diagnose Use this skill for evidence-backed RCA once a packet, URL-derived evidence, or trace/session/log-stream context is available. ## Required Reference Use `skills/eval-engineer/references/rca-recipe.md`, `skills/eval-engineer/references/debug-packets.md`, `skills/eval-engineer/references/evidence-provenance.md`, and `skills/eval-engineer/assets/diagnosis-template.md`. ## Do - Start from fetched evidence, not source-code guesses. - Name the failing metric contract and what it proves. - Label hosted Galileo evidence separately from local deterministic packets before making metric or score claims. - Inspect traces, spans, sessions, tool calls, retrieval context, and scorer status to classify the fix surface. - Classify the fix surface: prompt, tool schema, adapter, retriever, ranker, guardrail, metric, dataset, or SDK wiring. - Write diagnosis and bounded fix plan only when evidence supports it. - Honor read-only requests. If the user says read-only, dry run, no edits, or "do not edit files", do not write `.galileo/` artifacts. Return the RCA inline and include a short "Would write" list for any suggested artifact paths. ## Gotchas …
Read the whole file at its exact version.
How to install
mdr add galileo-agent-labs/eval-engineer/eval-diagnose@sha256:40c50e7e3f672f15The line at the top of this page pins the label git:20260529.4056a23, 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_pjgynvhz4oemoumb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 18, 2026 and May 29, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260529.4056a23 latest | 2026-05-29 | 4056a23 | 2,574 B | A | view · diff |
| git:20260526.b859e18 | 2026-05-26 | b859e18 | 2,400 B | A | view · diff |
| git:20260518.3dbd4bc | 2026-05-18 | 3dbd4bc | 1,364 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 (2574 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_pjgynvhz4oemoumb GET https://markdownregistry.com/api/v1/resolve?ref=galileo-agent-labs/eval-engineer/eval-diagnose GET https://markdownregistry.com/api/v1/blob/40c50e7e3f672f15ea1ef267cb2b5eb040cf64eafc5a04cf9fa7f0afaa237b93
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.