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first-principles-review

97 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By sno-ai/sno-station-skills (GitHub) · coding · 864 stars · scanned at commit 1ca8a66

MANUAL-ONLY: challenge a product idea, design, PRD, or architecture from first principles. Use only when the user names this skill. Research first, then write a local review and PRD handoff.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

This is disclosed by the author in the skill's SKILL.md or README. Expected for a coding skill.

Found in 1 place.

Other copies in this repository

sno-ai/sno-station-skills has 1 more folder with a skill named first-principles-review. This page shows the lowest-scoring copy.

Install

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

if [ -e ~/.agents/skills/'first-principles-review' ] || [ -L ~/.agents/skills/'first-principles-review' ]; then echo 'A skill folder named first-principles-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/sno-ai/sno-station-skills' "$d" && git -C "$d" checkout --quiet '1ca8a66158bc9ca26c288c6d5e7ebcf2ffb8491a' -- 'skills/J-peer-review-and-audit/first-principles-review/skill' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/J-peer-review-and-audit/first-principles-review/skill' ~/.agents/skills/'first-principles-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/'first-principles-review' ~/.claude/skills/'first-principles-review' (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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Score history

DateVersionScore
2026-11-081ca8a6697
2026-11-071ca8a6697