$npx -y skills add lllllllama/RigorPilot-Skills --skill repo-intake-and-planRigor 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 tr
| 1 | # repo-intake-and-plan |
| 2 | |
| 3 | Use this as the Rigor Intake helper. The installed slug remains |
| 4 | `repo-intake-and-plan` for compatibility. |
| 5 | |
| 6 | ## When to apply |
| 7 | |
| 8 | - At the beginning of README-first reproduction work. |
| 9 | - When the main skill needs a fast map of repo structure and documented commands. |
| 10 | - When inference, evaluation, and training candidates must be classified conservatively. |
| 11 | - When the user explicitly wants to inspect the repo first and not run anything yet. |
| 12 | |
| 13 | ## When not to apply |
| 14 | |
| 15 | - When execution has already started and the task is now about running commands or writing outputs. |
| 16 | - When the target is not a repository-backed reproduction task. |
| 17 | - When the user only wants paper interpretation without repo inspection. |
| 18 | - When the user already has a selected documented command and only needs setup or execution. |
| 19 | |
| 20 | ## Clear boundaries |
| 21 | |
| 22 | - This skill scans and plans. |
| 23 | - This skill is helper-tier and should usually be orchestrator-invoked. |
| 24 | - It does not install environments. |
| 25 | - It does not prepare large assets. |
| 26 | - It does not execute substantive reproduction commands. |
| 27 | - It does not decide high-risk patching. |
| 28 | |
| 29 | ## Input expectations |
| 30 | |
| 31 | - Target repository path. |
| 32 | - Access to README and common project files if present. |
| 33 | - Optional user hints about desired priority, such as inference-first. |
| 34 | |
| 35 | ## Output expectations |
| 36 | |
| 37 | - concise repo structure summary |
| 38 | - documented command inventory |
| 39 | - inferred candidate categories: inference, evaluation, training, other |
| 40 | - minimum trustworthy reproduction recommendation |
| 41 | - notable ambiguity or risk list |
| 42 | |
| 43 | ## Notes |
| 44 | |
| 45 | Use `references/repo-scan-rules.md` and helper scripts under `scripts/`. |