analyze-project
Agent skill from lllllllama/rigorpilot-skills.
What it does
- The user wants to understand a deep learning repository before changing it.
- The user needs a map of model structure, training entrypoints, inference entrypoints, and config relationships.
- The user wants conservative suggestions about likely insertion points or suspicious implementation patterns.
- The user explicitly wants read-only analysis and not heavy execution.
- When the main task is to execute a failing command or debug a traceback.
- When the user wants environment setup or asset download only.
- When the user wants speculative adaptation or broad exploratory patching.
Requirements & configuration
- The user needs a map of model structure, training entrypoints, inference entrypoints, and config relationships.
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
Source
Repository: https://github.com/lllllllama/rigorpilot-skills
analyze-project FAQ
What does the analyze-project skill do?
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 adaptation, or automatic bug fixing. The user wants to understand a deep learning repository before changing it. The user needs a map of model structure, training entrypoints, inference entrypoints, and config relationships.
What does analyze-project require?
The user needs a map of model structure, training entrypoints, inference entrypoints, and config relationships.
How do I install analyze-project?
Run: npx -y skills add https://github.com/lllllllama/rigorpilot-skills --skill analyze-project --agent claude-code — the source lives at github.com/lllllllama/rigorpilot-skills.
Maintain analyze-project?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[](https://getagentictools.com/skills/lllllllama-rigorpilot-skills-analyze-project?ref=badge) npx agentictools info skills/lllllllama-rigorpilot-skills-analyze-project The second line is the CLI lookup for this page — handy in READMEs and docs.
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