ai-research-reproduction

Purpose

Use this as the RigorPilot Reproduce orchestrator for README-first deep learning repository reproduction. The skill guides the agent toward a minimal trustworthy run with auditable evidence; it should not micromanage implementation details that the model can infer from the repository. Reproduction is not "make it run by changing anything"; it means faithfully reading the README, environment, weights, datasets, and documented commands, then recording results and deviations.

Start from the shared operating principles in ../../references/agent-operating-principles.md, then load ../../references/research-rigor-principles.md and ../../references/deep-learning-experiment-principles.md when scientific meaning, comparability, or experiment details are at stake.

Fit