repo-intake-and-plan
When to apply - At the beginning of README-first reproduction work. - When the main skill needs a fast map of repo structure and documented commands. - When inference, evaluation, and training...
minimal-run-and-audit
When to apply - After a reproduction target and setup plan exist. - When the main skill needs execution evidence and normalized outputs. - When a smoke test, documented inference run, documented...
env-and-assets-bootstrap
When to apply - After repo intake identifies a credible reproduction target. - When environment creation or asset path preparation is needed before running commands. - When the repo depends on...
paper-context-resolver
When to apply - README and repo files leave a reproduction-critical gap. - The gap concerns dataset version, split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumptions. -...