eval-recipes-runner SKILL.md skillB
eval-recipes-runner from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/eval-recipes-runner@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/eval-recipes-runner/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Jun 11, 2026
- Size
- 4,289 bytes
- Repository stars
- 11
- License
- none declared
Run Microsoft's eval-recipes benchmarks to validate amplihack improvements against baseline agents. Auto-activates when testing improvements, running evals, or benchmarking changes.
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-recipes Runner Skill ## Purpose Run Microsoft's eval-recipes benchmarks to validate amplihack improvements against baseline agents. ## When to Use - User asks to "test with eval-recipes" - User says "run the evals" or "benchmark this change" - User wants to validate improvements against codex/claude_code - Testing a PR branch to prove it improves scores ## Capabilities I can run eval-recipes benchmarks to: 1. Test specific amplihack branches 2. Compare against baseline agents (codex, claude_code) 3. Run specific tasks (linkedin_drafting, email_drafting, etc.) 4. Compare before/after scores for PRs 5. Generate reports with score improvements ## How It Works ### Setup (One-Time) ```bash # Clone eval-recipes from Microsoft git clone https://github.com/microsoft/eval-recipes.git ~/eval-recipes cd ~/eval-recipes # Copy our agent configs cp -r $(pwd)/.claude/agents/eval-recipes/* data/agents/ # Install dependencies uv sync ``` ### Running Benchmarks **Test a specific branch:** ```bash # Update install.dockerfile to use specific branch # Then run benchmark cd ~/eval-recipes uv run eval_recipes/main.py --agent amplihack --task linkedin_drafting --trials 3 ``` …
Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/eval-recipes-runner@sha256:c5a7580c5563be76The line at the top of this page pins the label v1.0.0, 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_wqoktzumirnzxv6d)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 11, 2026.
Audit of the latest version
- fail: No curl or wget piped into a shell (matched: curl -LsSf https://astral.sh/uv/install.sh | sh)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4289 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wqoktzumirnzxv6d GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/eval-recipes-runner GET https://markdownregistry.com/api/v1/blob/c5a7580c5563be76032d4841789027d8bba66f56e9340a4e8c550af9d46b76ab
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.
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