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claude-evolve
samuelzxu ★ 17
claude-evolve is a Claude Code plugin that applies the ShinkaEvolve evolutionary algorithm using Claude's built-in model tiers (opus, sonnet, haiku) at different thinking-effort levels to autonomously optimize code toward user-defined fitness functions. It requires only the claude CLI and Python 3.10+, maintaining multi-island populations, detecting novelty via AST analysis, and learning which model-effort combinations produce the best improvements via UCB1 bandits.
Install
> /plugin marketplace add samuelzxu/claude-evolve
> /plugin install claude-evolve
What it's made of
4 skills · 1 MCP server
- Commands
- 0
- Agents
- 0
- Skills
- 4
- MCP servers
- 1
- Hooks
- 0
What it needs & plugs into
- API keys
- none
- Paid services
- none detected
- External tools
node- Talks to
- nothing external detected
Analyzed . Facts extracted from the plugin's files. Prose generated by claude-haiku-4-5-20251001.
Is this your plugin?
Claim it to keep the card accurate and enter the weekly contest. Requires signing in as the GitHub owner (samuelzxu).