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Skills/lllllllama/rigorpilot-skills/repo-intake-and-plan
repo-intake-and-plan logo

repo-intake-and-plan

lllllllama/rigorpilot-skills
47K installs412 stars
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Installation

npx skills add https://github.com/lllllllama/rigorpilot-skills --skill repo-intake-and-plan

Summary

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.

SKILL.md

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

  • Target repository path.
  • Access to README and common project files if present.
  • Optional user hints about desired priority, such as inference-first.

Output expectations

  • concise repo structure summary
  • documented command inventory
  • inferred candidate categories: inference, evaluation, training, other
  • minimum trustworthy reproduction recommendation
  • notable ambiguity or risk list

Notes

Use references/repo-scan-rules.md and helper scripts under scripts/.

Score

0–100
74/ 100

Grade

B

Popularity26/30

47,115 installs — strong, widely used.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Repo Intake And Plan skill score badge previewScore badge

Markdown

[![Repo Intake And Plan skill](https://www.remoteopenclaw.com/skills/lllllllama/rigorpilot-skills/repo-intake-and-plan/badges/score.svg)](https://www.remoteopenclaw.com/skills/lllllllama/rigorpilot-skills/repo-intake-and-plan)

HTML

<a href="https://www.remoteopenclaw.com/skills/lllllllama/rigorpilot-skills/repo-intake-and-plan"><img src="https://www.remoteopenclaw.com/skills/lllllllama/rigorpilot-skills/repo-intake-and-plan/badges/score.svg" alt="Repo Intake And Plan skill"/></a>

Repo Intake And Plan FAQ

How do I install the Repo Intake And Plan skill?

Run “npx skills add https://github.com/lllllllama/rigorpilot-skills --skill repo-intake-and-plan” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Repo Intake And Plan skill do?

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. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Repo Intake And Plan skill free?

Yes. Repo Intake And Plan is a free, open-source skill published from lllllllama/rigorpilot-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Repo Intake And Plan work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Repo Intake And Plan works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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