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By lllllllama

minimal-run-and-audit

lllllllama

Run a short reproduction and get auditable evidence.

research reproduction

What it does

Runs a selected short reproduction command and produces standardized, auditable evidence with patch and comparability reporting when relevant.

When to use it

Use after selecting and preparing a reproduction target, when a short non-training command needs execution evidence and normalized outputs.

How to use it

Give it a selected reproduction goal, runnable command, and environment and asset assumptions for a project; it runs the command and writes normalized evidence into the project.

What you provide

  • selected reproduction goal
  • command to run
  • environment and asset assumptions
  • An existing project

Access · 0

No additional actions listed in the analysis.

What you need · 2

Python 3 is required to run the bundled command runner and output writer.

The skill requires ai-research-reproduction because its bundled shared runtime and writer are loaded from that skill when not available centrally.


About this skill

Visibility
Public
Repository
lllllllama/rigorpilot-skills
Created
Oct 8, 2026
Updated
Oct 8, 2026
Files
5