Shinka Run CLI Skill

Run a batch of program mutations using ShinkaEvolve's CLI interface.

When to Use

Use this skill when:

• evaluate.py and initial.<ext> already exist
• The user wants to run code evolution using the ShinkaEvolve/Shinka library
• You want configurable program evolution runs using explicit CLI args

Do not use this skill when:

• You need to scaffold a new task from scratch (use shinka-setup)

What is ShinkaEvolve?

A framework developed by SakanaAI that combines LLMs with evolutionary algorithms to propose program mutations, that are then evaluated and archived. The goal is to optimize for performance and discover novel scientific insights.

Repo and documentation: https://github.com/SakanaAI/ShinkaEvolve Paper: https://arxiv.org/abs/2212.04180

Workflow