.claude/skills/verify-outputs/SKILL.md
Checksum script outputs before and after changes. Establishes baseline checksums, re-runs scripts, and compares to detect regressions. Uses CSV as the gold standard.
npx skillsauth add irudik/repo-template verify-outputsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Use the canonical shared protocol in protocols/skills/verify-outputs.md.
protocols/skills/verify-outputs.md.$ARGUMENTS.development
Trace an ambiguous result or failure back to its most likely cause using competing hypotheses and evidence. Produces a diagnostic report rather than a code change by default.
development
Generate a Makefile for a code directory by scanning scripts for output paths and building dependency rules.
development
Run the LaTeX review protocol on manuscript and slides. Detects hardcoded numeric results, distinguishes manuscript from slide contexts, and auto-fixes unambiguous values when the source is clear.
development
Run the Stata code review protocol on Stata scripts. Checks code quality, reproducibility, data-state safety, and professional standards. Produces a report without editing files.