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…/open-science/stats-integrity
home/skills/ai4s-research/open-science/stats-integrity
ai4s-research avatar

stats-integrity

byai4s-research· 16 skills

Stars

1.0k

Forks

107

Category

Testing & QA

View on GitHub

TL;DR

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.

How to install stats-integrity?

ai4s-research/open-science/stats-integrity
$npx -y skills add ai4s-research/open-science --skill stats-integrity

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/ai4s-research/open-science" --skill "ai4s-research/open-science/stats-integrity"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/ai4s-research/open-science" that are relevant to the current task. Run `npx skills add "https://github.com/ai4s-research/open-science"` and select the relevant skills, then follow their instructions.

Preview

ai4s-research/open-scienceai4s-research/open-science

$ npx -y skills add ai4s-research/open-science --skill stats-integrity

▸ installing to .claude/skills…

✓ stats-integrity ready

Repoai4s-research/open-science
TypeSkills
CategoryTesting & QA
ForAnalystResearcher
UpdatedJul 2026
License—
First seenJul 26, 2026

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Skill

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