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pm-assumption-rigor-audit

100 / 100 · Low risk

Fine to try.

By Uxcel-Lab/product-skills (GitHub) · design · 41 stars · scanned at commit 5007cd0

Run a structured rigor audit on how a team validated (or plans to validate) its assumptions — for a discovery plan, experiment, test, or any "we validated it" claim. Produces a severity-rated issue list with concrete fixes — catches testing the comfortable assumption instead of the riskiest, untestable phrasing, method fidelity mismatched to decision risk, stated intent mistaken for behavior, success criteria set after the fact, goalpost-moving, and underpowered evidence. Use when reviewing a v…

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/'pm-assumption-rigor-audit' ] || [ -L ~/.agents/skills/'pm-assumption-rigor-audit' ]; then echo 'A skill folder named pm-assumption-rigor-audit already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Uxcel-Lab/product-skills' "$d" && git -C "$d" checkout --quiet '5007cd0241ccaa51ae2e4681f9618912dc10e239' -- 'pm/audits/assumption-rigor' && mkdir -p ~/.agents/skills && cp -R "$d"/'pm/audits/assumption-rigor' ~/.agents/skills/'pm-assumption-rigor-audit' && 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/'pm-assumption-rigor-audit' ~/.claude/skills/'pm-assumption-rigor-audit' (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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