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env-and-assets-bootstrap

RigorPilot setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full orchestration, paper interpretation, final run reporting, or generic environment setup that is not tied to a specific reproduction target.

This skill ships only metadata — no inline instructions. See the source repo for details.

Install this skill

One command (all agents)

Runs the npx skills CLI which auto-detects every AI coding agent you have installed (Claude Code, Cursor, Codex, OpenCode, Windsurf, Copilot, and 51 more).

npx skills add https://github.com/lllllllama/ai-paper-reproduction-skill

Alternative: shorthand form

npx skills add lllllllama/ai-paper-reproduction-skill

Install to a specific agent

Pick the agent you use. The CLI writes the skill to that agent's standard skill directory.

npx skills add lllllllama/ai-paper-reproduction-skill --agent claude-code

npx skills add lllllllama/ai-paper-reproduction-skill --agent cursor

npx skills add lllllllama/ai-paper-reproduction-skill --agent codex

npx skills add lllllllama/ai-paper-reproduction-skill --agent opencode

npx skills add lllllllama/ai-paper-reproduction-skill --agent github-copilot

npx skills add lllllllama/ai-paper-reproduction-skill --agent windsurf

Manual install (no CLI)

Prefer to skip the CLI? Clone the repo and drop the skill folder into your agent's skills directory.

git clone https://github.com/lllllllama/ai-paper-reproduction-skill.git

cp -r ai-paper-reproduction-skill ~/.claude/skills/

For other agents, replace ~/.claude/skills/ with their skill directory — see the full list.

Use it

Once installed, ask your agent to "use the env-and-assets-bootstrap skill" or describe what you want (e.g. "RigorPilot setup skill for README-first deep learning repo reproduction. Use whe"). Most agents auto-discover the skill from its SKILL.md description — no slash command needed.

Requires: Node.js 18+ for npx skills. Skill files are MIT-style permissive by default — check the source repo for the actual license.

SKILL.md source

---
name: env-and-assets-bootstrap
description: RigorPilot setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, c
---

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