shinkaevolve
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution 🧬
Install one, then just prompt in plain English. The FLOW.md fires the right skill at the right moment. No re-orchestration, no babysitting.
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution 🧬
Convert an existing codebase in the current working directory into a ShinkaEvolve task directory by snapshotting the relevant code, adding evolve blocks, and…
Load top-performing Shinka programs into agent context using `shinka.utils.load_programs_to_df`, and emit a compact Markdown bundle for iteration planning.
Run existing ShinkaEvolve tasks with the `shinka_run` CLI from a task directory (`evaluate.py` + `initial.<ext>`). Use when an agent needs to launch async…
Create ShinkaEvolve task scaffolds from a target directory and task description, producing `evaluate.py` and `initial.<ext>` (multi-language). Use when asked…
© 2026 Flowy · Free and open source
Built for Claude Code · Not affiliated with Anthropic