paper-context-resolver
Optional RigorPilot helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacin...
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-skillAlternative: shorthand form
npx skills add lllllllama/ai-paper-reproduction-skillInstall 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-codenpx skills add lllllllama/ai-paper-reproduction-skill --agent cursornpx skills add lllllllama/ai-paper-reproduction-skill --agent codexnpx skills add lllllllama/ai-paper-reproduction-skill --agent opencodenpx skills add lllllllama/ai-paper-reproduction-skill --agent github-copilotnpx skills add lllllllama/ai-paper-reproduction-skill --agent windsurfManual 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.gitcp -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 paper-context-resolver skill" or describe what you want (e.g. "Optional RigorPilot helper for README-first deep learning repo reproduction. Use"). Most agents auto-discover the skill from its SKILL.md description — no slash command needed.
npx skills. Skill files are MIT-style permissive by default — check the source repo for the actual license.
SKILL.md source
--- name: paper-context-resolver description: Optional RigorPilot helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specifi ---
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