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pmg-spec-the-ai-feature

100 / 100 · Low risk

Fine to try.

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

Writes an AI Feature Spec with the task in one line, specific and measurable success criteria, an acceptable error rate set by a named person, an eval set plan, the human fallback and the launch bar. Use for "run pmg-spec-the-ai-feature", "spec an AI feature", "eval plan for this feature", "what error rate is acceptable", "success criteria for the model", "a prompt change broke another case", "when is the AI feature ready to launch", part of The Complete Claude Guide for Product Managers Pack b…

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/'pmg-spec-the-ai-feature' ] || [ -L ~/.agents/skills/'pmg-spec-the-ai-feature' ]; then echo 'A skill folder named pmg-spec-the-ai-feature 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 "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/complete-claude-guide-for-product-managers-pack/skills/pmg-spec-the-ai-feature' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/complete-claude-guide-for-product-managers-pack/skills/pmg-spec-the-ai-feature' ~/.agents/skills/'pmg-spec-the-ai-feature' && 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/'pmg-spec-the-ai-feature' ~/.claude/skills/'pmg-spec-the-ai-feature' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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