analyze-project
Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories. Use when the user wants to read and understand a repository, inspect model structure and training or inference entrypoints, review configs and insertion points, or flag suspicious implementation patterns without modifying code or running heavy jobs. Do not use for active command execution, broad refactoring, speculative code…
- installs 8w
- 186,875
- 30-day movement
- starts with the next reading
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analyze-project is a read-only agent skill for understanding deep learning research repositories before changing them. It maps model structure, training and inference entrypoints, and configs, flagging suspicious patterns without patching code or running heavy jobs.
Reach for it when you need a structured repository analysis and risk report instead of ad-hoc exploration before modifying a research codebase.
Use it to
- Map model structure and entrypoints
- Review configs and insertion points
- Flag suspicious implementation patterns
- Produce a pre-modification repository summary
- Audit a repo without executing heavy jobs
For Researchers auditing or onboarding into deep learning codebases
- Host repository
- lllllllama/RigorPilot-Skills
- Installs, lifetime
- 311k
- Installs, 8 weeks
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- Host language
- Python