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aipm-tool-descriptions

100 / 100 · Low risk

Fine to try.

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

Writes Tool Descriptions for an agent with each tool's name, purpose, inputs, outputs and error messages, a namespacing scheme, an overlap check between tools and three realistic test tasks. Use for "run aipm-tool-descriptions", "write tool descriptions", "the agent picks the wrong tool", "tool definitions for our agent", "MCP tool descriptions", "name our agent tools", "the agent misreads what the tool returns", part of the Claude for AI Product Managers Pack by 90n.

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-tool-descriptions' ] || [ -L ~/.agents/skills/'aipm-tool-descriptions' ]; then echo 'A skill folder named aipm-tool-descriptions 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 "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/ai-product-managers-pack/skills/aipm-tool-descriptions' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/ai-product-managers-pack/skills/aipm-tool-descriptions' ~/.agents/skills/'aipm-tool-descriptions' && 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-tool-descriptions' ~/.claude/skills/'aipm-tool-descriptions' (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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