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agentforge-harness

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Engineer AI harnesses that prevent failures.

Software Engineering#hooks#multi-agent#ci-cd#claude-code#harness-engineering#hashimoto-loop
AuthorKingxiao
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Harness Engineering provides a disciplined, repeatable framework to prevent AI agent failures by encoding constraints, tests, and verification into CLAUDE.md rules, hooks, and a shared governance model.

Core Features & Use Cases

  • Hashimoto Loop implementation: observe failures, diagnose, classify fixes (behavioral, mechanical, structural, or context), and apply patches with verification.
  • Seven-layer harness architecture: Context Engineering, Tool Orchestration, Memory & State, Architectural Constraints, Verification & Feedback, Entropy Management, and Human-in-the-Loop.
  • Long-running and HTTP service harness patterns: heartbeat, checkpointing, auto-resume, health checks, idempotency, and graceful shutdown.
  • Team harness collaboration and multi-agent coordination: git-backed memory, CLAUDE.md governance, shared hooks, and PR-review discipline.
  • Self-evolution concepts: trajectory capture, safety gates, and patch-based skill improvements under user approval.

Quick Start

Start by cloning the harness repository and running the CLAUDE.md-driven setup to begin diagnosing and patching agent failures.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: agentforge-harness
Download link: https://github.com/Kingxiao/agentforge/archive/main.zip#agentforge-harness

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