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harness:evolve

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Evolve agents with automated iteration loops.

Software Engineering#automation#scalability#evaluation#worktree#evolve#langsmith#agent-optimization
Authorraphaelchristi
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automates end-to-end agent optimization by orchestrating propose-evaluate-iterate loops with LangSmith as the evaluation backend and Git worktrees for isolation.

Core Features & Use Cases

  • Orchestrates multi-stage iterations (propose, evaluate, merge) for evolving agent performance.
  • Supports configurable modes (light, balanced, heavy), interactive prompts, baseline scoring, and automated evaluation workflows.
  • Ideal for teams building adaptive agents and optimizing tool use, prompts, and architecture across experiments.

Quick Start

Run harness:setup to generate the required configuration and then run harness:evolve to start iterations.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: harness:evolve
Download link: https://github.com/raphaelchristi/harness-evolver/archive/main.zip#harness-evolve

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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