Individual skill

phack-polyglot

Run the instrumented specification search in the user's own statistical language — Stata (reghdfe, ivreghdfe, rdrobust, did2s), R (fixest, rdrobust, did2s), Python (statsmodels, linearmodels) or StatsPAI — and bring the results back into the audit, null calibration and honest report. Exports the enumerated grid as a language-neutral specs table plus a generated runner, ingests the runner's ledger, replays the null draws in that language, and reports cross-language parity. Use when an analysis or an agent evaluation must happen in Stata, R or StatsPAI rather than the Python engine, when a p-hacked result was produced in one of those languages and needs auditing on its own footing, when reading Stata / R / StatsPAI code for search and disclosure signals, or when checking that the engine's numbers agree with a reference implementation.

skills/73-brycewang-p-hacking-skills/skills/10-phack-polyglot/SKILL.md

Source commit 8684584e7d1127940f018157d2c579974fae8f79

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

No

Repository scan complete

No

Skill scan complete

No

Observed behavior

Not checked yet

Last checked

Nov 10, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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