pr-e/openclaw-master-skills · skills/agentic-eval/SKILL.md

agentic-eval skillA

agentic-eval is agent-read markdown (skill) from pr-e/openclaw-master-skills: Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for quality-critical generation - Creating test-driven code refinement workflows - Designing rubric-based or LLM-as-judge evaluation systems - Adding iterative improvement to agent outputs (code, reports, analysis) - Measuring and improving agent response quality.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add pr-e/openclaw-master-skills/agentic-eval@git:20260302.9834b38
Exact content
mdr add pr-e/openclaw-master-skills/agentic-eval@sha256:fb198a5c9b12e746

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dcgpz24mhvz6z4uk.svg)](https://markdownregistry.com/a/art_dcgpz24mhvz6z4uk)

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Versions

versioncommittedcommitsizeaudit
git:20260302.9834b38 latest2026-03-02 9834b38 5,940 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (5940 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

pr-e/openclaw-master-skills · 3 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dcgpz24mhvz6z4uk
GET https://markdownregistry.com/api/v1/resolve?ref=pr-e/openclaw-master-skills/agentic-eval
GET https://markdownregistry.com/api/v1/blob/fb198a5c9b12e746d01a43c9ff3368598fdc1134bb458766f580186f31001573

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.