prompt-evaluation-runner SKILL.md skillA

prompt-evaluation-runner from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yeaight7/agent-powerups/prompt-evaluation-runner@git:20260606.f062e44

Pins git:20260606.f062e44 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yeaight7/agent-powerups
Path
plugins/agent-evaluation-lab/skills/prompt-evaluation-runner/SKILL.md
Versions recorded
3
Latest version
git:20260606.f062e44, committed Jun 6, 2026
First version recorded
May 5, 2026
Size
3,329 bytes
Repository stars
8
License
Apache-2.0

Use when evaluating prompts, LLM outputs, red-team suites, or model behavior with local eval configs and safe provider/cost controls.

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

# Prompt Evaluation Runner

## When to use

Use when you need to evaluate an LLM app, test a prompt systematically, or run red-team/vulnerability scans against a target model or application.

## Requirements / Checks

1. Check if an evaluation tool is defined in project deps, scripts, lockfiles, or local toolchain (e.g., `promptfoo`, `evals`, `braintrust`).
2. Do not run unvetted remote runners without checking the project's toolchain first (e.g., avoid `npx promptfoo@latest` if `promptfoo` is already installed locally).
3. If no runner exists, ask before adding a dev dependency or using an ephemeral runner.
4. Confirm expected cost, provider, API keys, and network target before any execution.

## Workflow

1. **Define risk** — state target behavior, failure mode, provider(s), and budget limits before writing any config.

2. **Choose assertions** — prefer deterministic checks first:

   | Assertion type | When to use |
   |---|---|
   | `contains` / `not-contains` | Output must include/exclude specific text |
   | `regex` | Structured output pattern (e.g., JSON key present) |
   | `json-schema` | Output must conform to a schema |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yeaight7/agent-powerups/prompt-evaluation-runner@sha256:676d8ea20a244d66

The line at the top of this page pins the label git:20260606.f062e44, 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_22blpk563bvgp5ha.svg)](https://markdownregistry.com/a/art_22blpk563bvgp5ha)

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

Versions

The registry has recorded 3 versions of this file, between May 5, 2026 and Jun 6, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
git:20260606.f062e44 latest2026-06-06 f062e44 3,329 BA view · diff
git:20260515.919baf62026-05-15 919baf6 3,324 BA view · diff
git:20260505.3801ee22026-05-05 3801ee2 2,086 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3329 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

GitHub

yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_22blpk563bvgp5ha
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/prompt-evaluation-runner
GET https://markdownregistry.com/api/v1/blob/676d8ea20a244d66e9f5707a50cb733b08378eaf361ce1971ac665ad3b462309

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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Every file in yeaight7/agent-powerups

Other files named prompt-evaluation-runner

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