test-strategy-reviewer SKILL.md skillA

test-strategy-reviewer from polakinio/ai-engineering-playbook is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add polakinio/ai-engineering-playbook/test-strategy-reviewer@git:20260812.5b0dd88

Pins git:20260812.5b0dd88 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
polakinio/ai-engineering-playbook
Path
skills/test-strategy-reviewer/SKILL.md
Versions recorded
3
Latest version
git:20260812.5b0dd88, committed Aug 12, 2026
First version recorded
Mar 23, 2026
Size
2,074 bytes
Repository stars
2
License
MIT

Assess verification scope, regression protection, and risk-based test coverage for changes under review or implementation.

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

# test-strategy-reviewer

## Purpose During Development

Use this skill when Codex and similar AI coding agents need to assess whether a change has adequate verification, regression protection, and test scope.

This is a reusable development-time reasoning framework. It is not runtime code and must not be coupled into the product being reviewed.

## When To Apply

- any risky feature or refactor
- PR review where coverage is unclear
- bug fixes that need recurrence prevention
- contract, safety, or LLM behavior changes

## What To Inspect

- existing unit, integration, and end-to-end tests
- the diff’s risk profile
- code paths that can regress silently
- fixtures and golden data
- observed gaps between behavior and verification

## Rules To Enforce

- tests should reflect risk, not just code movement
- boundary behavior deserves explicit verification
- bug fixes should add recurrence protection when practical
- contract changes should verify both producer and consumer expectations
- performance and safety claims need dedicated validation, not implicit trust

## Common Anti-Patterns To Catch

- only testing happy paths for risky code
- no regression test for a claimed bug fix
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add polakinio/ai-engineering-playbook/test-strategy-reviewer@sha256:7bf32753c39da89b

The line at the top of this page pins the label git:20260812.5b0dd88, 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_gh2faagun2mnmmxg.svg)](https://markdownregistry.com/a/art_gh2faagun2mnmmxg)

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

Versions

The registry has recorded 3 versions of this file, between Mar 23, 2026 and Aug 12, 2026, about one every 71 days. Its first recorded version is graded C and its latest A.

versioncommittedcommitsizeaudit
git:20260812.5b0dd88 latest2026-08-12 5b0dd88 2,074 BA view · diff
git:20260329.e81eb982026-03-29 e81eb98 1,828 BC view · diff
git:20260323.057cdcd2026-03-23 057cdcd 1,811 BC 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 (2074 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

polakinio/ai-engineering-playbook · 2 stars · license MIT · pushed 2026-09-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gh2faagun2mnmmxg
GET https://markdownregistry.com/api/v1/resolve?ref=polakinio/ai-engineering-playbook/test-strategy-reviewer
GET https://markdownregistry.com/api/v1/blob/7bf32753c39da89bd6cee9f4d9f17c50a2f1d418f802552b547c8106946b06f1

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 polakinio/ai-engineering-playbook

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