The Agent Skills Directory

[DYNAMIC_EXECUTION]: The skill documents an 'Auto-Import Pattern' in references/auto_import.md that utilizes importlib.import_module() for dynamic component discovery. This is a standard implementation of the Registry pattern in Python-based ML frameworks (e.g., Detectron2, MMCV), enabling automatic registration of new models and datasets from the project's own subdirectories.
[COMMAND_EXECUTION]: The examples/pipeline_example.sh file provides a template for managing ML workflows, including environment setup and execution of training scripts via the shell. These operations are restricted to project management, use best practices like set -e, and follow standard development procedures.

architecture-design