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. Show more

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