AGENTS.mdB

AGENTS.md from galileo-agent-labs/eval-engineer is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add galileo-agent-labs/eval-engineer/AGENTS.md@git:20260526.b859e18

Pins git:20260526.b859e18 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 13 of 14 checks passed
Kind
AGENTS.md file
Repository
galileo-agent-labs/eval-engineer
Path
AGENTS.md
Versions recorded
5
Latest version
git:20260526.b859e18, committed May 26, 2026
First version recorded
May 13, 2026
Size
8,683 bytes
Repository stars
43
License
MIT

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

# Agent Instructions

This file is repo-local guidance for Codex, Claude Code, and other coding
agents working on Eval Engineer. Keep it short and update it whenever the repo
workflow, source-of-truth files, or recurring operating rules change.

## Project Intent

Eval Engineer is a general Galileo evidence workflow for improving AI agents,
RAG apps, and future AI systems. Do not shape the product around the first
support-agent fixture. The support-agent cases are validation fixtures, not the
skill's scope.

The near-term product goal is to reduce time-to-RCA for agent builders and
owners while increasing Galileo discoverability for non-developer personas.
Prefer RCA workflows that query log streams, inspect traces/sessions/spans,
identify failure patterns, compare behavior over time, and return grounded
answers with links or stable IDs back to Galileo data.

The north-star loop is:

1. run the AI app
2. log traces and metrics to Galileo
3. fetch compact evidence
4. diagnose failure
5. propose a bounded fix
6. verify with local and Galileo evidence
7. keep only changes that improve measured behavior

## Read First

- `docs/plan.md`: product direction and architecture.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add galileo-agent-labs/eval-engineer/AGENTS.md@sha256:86601652b5d890d0

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qxmes7awd5ypvi7a.svg)](https://markdownregistry.com/a/art_qxmes7awd5ypvi7a)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between May 13, 2026 and May 26, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20260526.b859e18 latest2026-05-26 b859e18 8,683 BB view · diff
git:20260518.3dbd4bc2026-05-18 3dbd4bc 6,986 BB view · diff
git:20260518.ba6236a2026-05-18 ba6236a 6,809 BB view · diff
git:20260515.025f5162026-05-15 025f516 6,107 BB view · diff
git:20260513.58ebf0e2026-05-13 58ebf0e 4,322 BB view

Audit of the latest version

B  13 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No instruction to read or print local credentials (matched: print `.env)
  • pass: Size between 200 bytes and 200 KB (8683 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 base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

galileo-agent-labs/eval-engineer · 43 stars · license MIT · pushed 2026-08-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qxmes7awd5ypvi7a
GET https://markdownregistry.com/api/v1/resolve?ref=galileo-agent-labs/eval-engineer/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/86601652b5d890d0ccfb234f75fbe07c5e7dd8d5faa4560a655c23aaf774a32a

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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