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Built for the Claude Code community with Claude Code by @mertduzgun

Independent project, not affiliated with Anthropic
  1. Skills
  2. /
  3. sakanaai
  4. /
  5. shinkaevolve
  6. /
  7. Shinka Setup

Shinka Setup

Editor's Note

Scaffolds a new ShinkaEvolve task by generating `evaluate.py` and `initial.<ext>` from your task description. You describe what you want to optimize, pick a language (Python, Rust, Julia, C++, etc.), and it writes both the baseline solution with evolve markers and the evaluation harness that scores candidates. For Python it uses `run_shinka_eval`, for other languages it shells out and writes JSON. It runs a smoke test to confirm the evaluator actually works before handing off, which saves you from debugging broken setups mid-evolution. Use this when you want to throw an optimization problem at LLM-driven evolution but don't want to write the boilerplate yourself. It'll optionally stub out `run_evo.py` and `shinka.yaml` if you want to kick off a run immediately.

Install

npx skills add https://github.com/sakanaai/shinkaevolve --skill shinka-setup
Votes
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Installs121
GitHub Stars1.2k
First SeenJun 3, 2026
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