repo-intake-and-plan
Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference, evaluation, and training candidates, and return the smallest trustworthy reproduction plan to the main orchestrator. Do not use for environment setup, asset download, command execution, final reporting, paper lookup, or end-to-end orchestration.
Install
Install this Claude and Codex skill with the command below. The command stays visible even when copy support is unavailable.
git clone https://github.com/lllllllama/RigorPilot-Skills /tmp/RigorPilot-Skills && ln -s /tmp/RigorPilot-Skills/skills/repo-intake-and-plan ~/.claude/skills/repo-intake-and-planFrom README
repo-intake-and-plan Use this as the Rigor Intake helper. The installed slug remains repo-intake-and-plan for compatibility. 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 candidates must be classified conservatively. When the user explicitly wants to inspect the repo first and not run anything yet. When not to apply When execution has already started and the task is now about running commands or writing outputs. When the target is not a repository-backed reproduction task. When the user only wants paper interpretation without repo inspection. When the user already has a selected documented command and only needs or execution. Clear boundaries This skill scans and plans. This skill is helper-tier and should usually be orchestrator-invoked. It does not environments. It does not prepare large assets.