ai-research-reproduction
ai-research-reproduction
Purpose
Use this as the Rigor Reproduce compatible skill slug for README-first deep
learning repository reproduction. The installed slug remains
ai-research-reproduction for compatibility. 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.