🎯

minimal-run-and-audit

🎯Skill

from lllllllama/ai-paper-reproduction-skill

What it does

Executes and audits the selected smoke test, documented inference, or evaluation command during README-first AI paper reproduction, writing standardized `repro_outputs/` evidence and patch notes.

Overview

A sub-skill in the ai-paper-reproduction-skill repository that executes and audits the selected smoke test, documented inference, or evaluation command during README-first AI paper reproduction. Writes standardized repro_outputs/ evidence and patch notes.

Key Features

Runs the selected smoke test, inference, or evaluation command
Normalizes execution evidence into repro_outputs/
Produces auditable patch notes for any minimal repo changes
Preserves the "trusted by default" lane — no unnecessary modifications

Who is this for?

Researchers and agents reproducing AI papers who want standardized, auditable evidence instead of ad-hoc logs. Useful for creating reproduction reports that reviewers or collaborators can trust without re-running everything themselves.

📦

Same repository

lllllllama/ai-paper-reproduction-skill(11 items)

minimal-run-and-audit

Installation

Vibe Index InstallInstalls to .claude/skills/ - auto-recognized by Claude Code

npx vibeindex add lllllllama/ai-paper-reproduction-skill --skill minimal-run-and-audit

skills.sh Install⚠ Installs to .agents/skills/ - may not be auto-recognized by Claude Code

npx skills add lllllllama/ai-paper-reproduction-skill --skill minimal-run-and-audit

Manual InstallCopy SKILL.md content and save to the path below

~/.claude/skills/minimal-run-and-audit/SKILL.md

SKILL.md

48,704Installs

AddedApr 13, 2026

View on GitHub Back to Skills

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