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Repo Intake And Plan

When you're starting a README-first repo reproduction and need to know what's runnable before you touch anything, this is your scanner. It reads the README and project files, extracts documented commands, classifies them into inference, evaluation, and training buckets, then hands back a minimal reproduction plan. Think of it as the intake step before the real work starts. It won't set up environments, download assets, or run commands. It just maps the territory so an orchestrator or human can decide what to actually execute. The boundaries are strict by design: scan and plan only, no execution.

skills.sh installs
492.5K
GitHub stars
486
last updated
Aug 21, 2026

Install

$ npx -y skills add lllllllama/rigorpilot-skills --skill repo-intake-and-plan --agent claude-code

Installs into .claude/skills of the current project.

Files

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 setup or execution.

Clear boundaries

  • This skill scans and plans.
  • This skill is helper-tier and should usually be orchestrator-invoked.
  • It does not install environments.
  • It does not prepare large assets.
  • It does not execute substantive reproduction commands.
  • It does not decide high-risk patching.

Input expectations

Sponsors

Details

Repository
github.com/lllllllama/rigorpilot-skills
Categories
Documentation, Productivity & Planning, Automation & Workflows
First seen
Jul 14, 2026

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