The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill recommends installing the shinka-evolve package from PyPI and references the official SakanaAI/ShinkaEvolve GitHub repository. These are legitimate resources provided by the skill's author for the framework's operation.
[COMMAND_EXECUTION]: The workflow includes a validation step where the agent runs a smoke test of the generated evaluate.py script. This execution is a standard functional test used to ensure the scaffold is correctly configured before handing it over to the user.
[COMMAND_EXECUTION]: The evaluator template for non-Python languages utilizes the subprocess module to execute candidate programs. This is the core intended functionality of the framework, enabling the evaluation of code performance across different programming languages.

shinka-setup