github/awesome-copilot · skills/eval-driven-dev/SKILL.md

eval-driven-dev skillA

eval-driven-dev is agent-read markdown (skill) from github/awesome-copilot: Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce a concrete action plan for improvements. ALWAYS USE THIS SKILL when the user asks to set up QA, add tests, add evals, evaluate, benchmark, fix wrong behaviors, improve quality, or do quality assurance for any Python project that calls an LLM model..

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 github/awesome-copilot/eval-driven-dev@v0.8.4
Exact content
mdr add github/awesome-copilot/eval-driven-dev@sha256:dbaac08a46bdd0ae

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_dbv2p7ipijg7llss.svg)](https://markdownregistry.com/a/art_dbv2p7ipijg7llss)

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Versions

versioncommittedcommitsizeaudit
v0.8.4 latest2026-04-28 2860790 17,830 BA view · diff
v0.6.12026-04-10 5f59ddb 10,246 BA view · diff
v0.2.02026-03-29 df0ed6a 24,304 BA view · diff
v0.1.112026-03-22 371d0dd 37,876 BA view · diff
git:20260315.47f544a2026-03-15 47f544a 25,896 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 (17830 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

github/awesome-copilot · 39,108 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dbv2p7ipijg7llss
GET https://markdownregistry.com/api/v1/resolve?ref=github/awesome-copilot/eval-driven-dev
GET https://markdownregistry.com/api/v1/blob/dbaac08a46bdd0ae865363b53265f2e5a4ae4e95d8ccd11f7fa38e8dc87c40ba

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