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doc-ai-feature-spec

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 and Eval Plan covering the inputs the model sees, its outputs, must and must-never behaviour, failure handling, measurable success criteria, a starting set of real test cases and who reads transcripts when. Use for "run doc-ai-feature-spec", "spec an AI feature", "eval plan", "how do we test the AI feature", "what does good look like for this model", "success criteria for the assistant", "write test cases for the AI", part of the Claude Docs 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/'doc-ai-feature-spec' ] || [ -L ~/.agents/skills/'doc-ai-feature-spec' ]; then echo 'A skill folder named doc-ai-feature-spec 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 "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/docs-for-product-managers-pack/skills/doc-ai-feature-spec' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/docs-for-product-managers-pack/skills/doc-ai-feature-spec' ~/.agents/skills/'doc-ai-feature-spec' && 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/'doc-ai-feature-spec' ~/.claude/skills/'doc-ai-feature-spec' (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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