analyze-project

Use the shared operating principles in ../../references/agent-operating-principles.md; this skill should guide read-only analysis without constraining the model's project-specific reasoning.

When to apply

• 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 not to apply

• 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.
• When the task is a general literature summary without repository analysis.