Agent Harness Orchestrator — AI skill for Claude Code

RalphSync: Multi-Repository AI Agent Orchestrator For Long-Running Development Workflows

[](https://luckzy14-afk.github.io/agent-harness-orchestrator/)

**Automate, Coordinate, and Scale AI-Assisted Coding Across Repositories Without Losing Context or Momentum**

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Overview

RalphSync is an advanced agent harness designed to manage long-running AI coding tasks that span multiple repositories. Inspired by the architectural principles of ralphctl, RalphSync takes the concept further by introducing **cross-repository state persistence**, **contextual handoff between AI tools**, and **adaptive task scheduling** that keeps your development pipeline moving 24/7.

Imagine a conductor leading an orchestra of AI agents—Claude Code on one side, GitHub Copilot on the other—each playing a different instrument, yet producing a single, harmonious symphony of code. That is RalphSync.

This tool is not just about running AI tasks; it is about **orchestrating entire development narratives** across complex, multi-module projects without losing the thread of what you are building.

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Key Features

🧠 Intelligent Agent Handoff

Seamlessly transfer context between Claude Code and GitHub Copilot. When one tool reaches a token limit or needs a specialized capability, RalphSync preserves the conversation state and passes it to the other agent—no context loss, no repeated explanations.

📦 Cross-Repository Task Chains

Define tasks that span multiple repositories with dependencies. RalphSync ensures that changes in one repository trigger the appropriate actions in another, maintaining consistency across your entire microservices architecture.

🕒 Adaptive Long-Running Scheduler

Tasks can run for hours or days. RalphSync monitors system resources, API rate limits, and agent token usage to pause, resume, and optimize execution automatically. It learns from past runs