/ai-research-reproduction
Run Rigor Reproduce on this repository using the current compatible slug.
$ npx -y skills add lllllllama/rigorpilot-skills --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/ai-research-reproduction
Context preview
What this command does when you run it.
Run Rigor Reproduce on this repository using the current compatible slug.
Command definition
ai-research-reproduction.mddescription: Run Rigor Reproduce on this repository using the current compatible slug. argument-hint: [repo path or extra constraints]
Read and follow @skills/ai-research-reproduction/SKILL.md.
Apply that skill to the current repository unless `$ARGUMENTS` clearly points to a different local repository path or adds extra constraints.
Keep Rigor Reproduce trusted and README-first:
- prefer documented inference or evaluation before training
- keep changes conservative and auditable
- write the standard `repro_outputs/` bundle
Additional user context: $ARGUMENTS
Research-first Agent Skills for Deep Learning Experiments. Main idea: RigorPilot keeps AI-assisted deep learning research grounded in comparability, reproducible evidence, and auditable changes while an agent reproduces, improves, or explores a research
Repo: lllllllama/rigorpilot-skills