maplibre-running-evals SKILL.md skillA
maplibre-running-evals from maplibre/maplibre-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maplibre/maplibre-agent-skills/maplibre-running-evals@git:20261026.74dec25Pins git:20261026.74dec25 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maplibre/maplibre-agent-skills
- Path
skills/maplibre-running-evals/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261026.74dec25, committed Oct 26, 2026
- First version recorded
- Sep 26, 2026
- Size
- 13,229 bytes
- Repository stars
- 160
- License
- MIT
The step-by-step procedure for running this repo's Promptfoo evals with a generator and a judge over provider APIs. Use when starting a new skill and needing a baseline before writing content, when a run stalls or returns no data, when a provider rate-limits, or when deciding whether an edit needs a retest.
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
# Running Promptfoo Evals
Every eval here runs two roles over provider APIs: a **generator**, the model under test, and a **judge**, the model that grades each `llm-rubric` assertion. [evals/README.md](https://github.com/maplibre/maplibre-agent-skills/blob/main/evals/README.md) covers what to test and how to write prompts and rubrics; this is the procedure for running them. Work the phases in order — do not start at phase 5 because content already exists.
## 1. Set up and budget the run
Budget before anything else. These providers are used on free tiers, and a run you cannot finish teaches nothing.
- **Confirm a generator key and a judge key are set — presence only, never the value:** `echo "generator: ${GROQ_API_KEY:+set}"` and `echo "judge: ${GOOGLE_API_KEY:+set}"`. If either is missing, stop and report; do not extrapolate a result from a run you did not make.
…Read the whole file at its exact version.
How to install
mdr add maplibre/maplibre-agent-skills/maplibre-running-evals@sha256:2555fbdf923ef470The line at the top of this page pins the label git:20261026.74dec25, 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_sqfnqfqb42bjkrio)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 26, 2026 and Oct 26, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.74dec25 latest | 2026-10-26 | 74dec25 | 13,229 B | A | view · diff |
| git:20261026.25eeb74 | 2026-10-26 | 25eeb74 | 13,171 B | A | view · diff |
| git:20260926.0eb94ef | 2026-09-26 | 0eb94ef | 13,142 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 (13229 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
maplibre/maplibre-agent-skills · 160 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sqfnqfqb42bjkrio GET https://markdownregistry.com/api/v1/resolve?ref=maplibre/maplibre-agent-skills/maplibre-running-evals GET https://markdownregistry.com/api/v1/blob/2555fbdf923ef470f69922d26653605f0b8c2938a4d7db320a2dd28ad651793e
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.