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self-improve - Autonomous evolutionary code improvement engine

Autonomous loop controller for evolutionary code improvement with tournament selection

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Updated: 2026-05-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • analyze codebase
  • generate hypotheses
  • create plans
  • review plans
  • execute plans
  • run benchmarks
  • merge branches
  • select winners
  • record history
  • clean worktrees
  • check stop conditions

Inputs

  • repository path
  • improvement goal
  • benchmark

Outputs

  • improved codebase
  • benchmark results
  • iteration history

Requirements

  • git repository
  • git worktree support
  • measurable benchmark

Source

  • Spec: SKILL.md

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code improvement
evolutionary
tournament selection
autonomous
benchmark
analyze codebase
generate hypotheses
create plans
review plans
repository path
improvement goal
benchmark
improved codebase
benchmark results
iteration history