← All skills

aipm-quality-review

100 / 100 · Low risk

Fine to try.

By polar-bear-org/claude-skills (GitHub) · design · 54 stars · scanned at commit 95f0180

Runs a Weekly AI Quality Review on live transcripts, with a sample plan, review notes against the failure taxonomy, new failure types, cases added to the golden dataset and decisions with owners. Use for "run aipm-quality-review", "weekly AI quality review", "read our AI transcripts", "it worked for weeks then broke", "review production conversations", "transcript review for our assistant", "who reads the transcripts", "AI quality check this week", part of the Claude for AI Product Managers Pac…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'aipm-quality-review' ] || [ -L ~/.agents/skills/'aipm-quality-review' ]; then echo 'A skill folder named aipm-quality-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/polar-bear-org/claude-skills' "$d" && git -C "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/ai-product-managers-pack/skills/aipm-quality-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/ai-product-managers-pack/skills/aipm-quality-review' ~/.agents/skills/'aipm-quality-review' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'aipm-quality-review' ~/.claude/skills/'aipm-quality-review' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for polar-bear-org/claude-skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/polar-bear-org/claude-skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/polar-bear-org/claude-skills/)

Score history