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stats-integrity

95 / 100 · Low risk

Fine to try.

By ai4s-research/open-science (GitHub) · research · 2,088 stars · scanned at commit 685053b

Use whenever you run statistical analysis for the social sciences (regression, hypothesis tests, econometrics) or read Stata (.dta) / SPSS (.sav) data in this workspace. Enforces an execute-don't-interpret boundary (surface estimates, don't volunteer causal claims), checks the analysis against a preregistration plan for HARKing, verifies reproducible seeds, and reproduces .dta/.sav estimates via R. Flags integrity risks; never certifies the analysis is sound.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'stats-integrity' ] || [ -L ~/.agents/skills/'stats-integrity' ]; then echo 'A skill folder named stats-integrity already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ai4s-research/open-science' "$d" && git -C "$d" checkout --quiet '685053bf29daf6310b20b88be10de4926c66efe0' -- 'runtime/skills/core/stats-integrity' && mkdir -p ~/.agents/skills && cp -R "$d"/'runtime/skills/core/stats-integrity' ~/.agents/skills/'stats-integrity' && 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/'stats-integrity' ~/.claude/skills/'stats-integrity' (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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