Community · by lllllllama
AI research reproduction Claude skill
The AI research reproduction skill reproduces a deep learning repo from its README, aiming for the smallest result that can be trusted.
What the AI research reproduction skill does
It reads the repository first, then picks the smallest documented inference or evaluation target that can honestly show the project works. It preserves the documented meaning, records assumptions, and writes all outputs to a repro_outputs folder, including an annotated README copy. A separate verify step rechecks the saved evidence without rerunning the target command.
What it covers
- Records assumptions, deviations and blockers
- Writes an evidence bundle to repro_outputs
- Produces an annotated copy of the README
- Verifies retained evidence without rerunning the command
How to install it
Other ways
npx skills add lllllllama/RigorPilot-Skills --skill ai-research-reproductionWhat you need
- “The installer needs Node.js/npm”