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Start an autonomous evolutionary code optimization run
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Install, verify, or refresh the claude-evolve plugin (Python deps, venv, MCP server)
Socratic deep interview with mathematical ambiguity gating to crystallize an evolution task (produces initial.py, evaluate.py, config.json)
Check the progress of an active evolution run
| name | evolve |
| description | Start an autonomous evolutionary code optimization run |
Launch an evolution run that optimizes code using Claude Code models as mutation operators.
/evolve [config.json]
/evolve --init initial.py --eval evaluate.py --generations 50
initial.py: Seed program with # EVOLVE-BLOCK-START / # EVOLVE-BLOCK-END markersevaluate.py: Evaluator script that returns metrics and correctnessThe run is autonomous -- it proceeds without interaction until complete or stopped.