Can it run multiple tasks at once?

Yes, the orchestrator can decompose a single high-level request into multiple parallel workstreams, executing them concurrently through its recipe runner.

What is the Dev Orchestrator skill?

Dev Orchestrator is a specialized skill for Claude Code that manages complex development tasks by breaking them down into structured, verifiable workflows using the Amplihack framework.

What happens if a task fails during execution?

The skill includes an adaptive error recovery path that detects execution gaps and can route tasks to alternative recipes like 'investigation-workflow' to resolve blockers.

How does it handle recursion in AI agents?

It implements a recursion guard that tracks session depth (up to a max depth of 3) to prevent infinite loops and ensure resources are used efficiently during complex tasks.

Dev Orchestrator for Amplihack

Name: Dev Orchestrator for Amplihack
Author: rysweet

byrysweet

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生产力与工作流

Orchestrates complex software development and investigation tasks through automated classification, decomposition, and multi-round verification.

The Dev Orchestrator is the primary engine for the Amplihack framework, designed to manage non-trivial coding tasks with structured precision. It automatically classifies requests into specific categories like Q&A, Operations, or Development, and decomposes them into parallel workstreams when appropriate. By utilizing a specialized recipe runner and enforcing strict recursion guards, it ensures that complex features, bug fixes, and deep investigations are executed through a consistent, high-quality workflow that includes automated reflection and outcome verification.

主要功能

0141 GitHub stars

02Durable execution support via tmux for long-running background tasks

03Built-in recursion guards to prevent infinite agent loops

04Dynamic workstream decomposition for parallel task execution

05Intelligent task classification for Q&A, Ops, Dev, and Investigation

06Multi-round reflection cycles to verify goal achievement

使用场景

01Implementing complex multi-file features that require systematic planning and testing

02Managing large-scale refactoring projects with automated quality gates and verification

03Conducting deep-dive technical investigations into legacy codebases or complex bugs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rysweet/amplihack dev-orchestrator

For use in Claude.ai and ChatGPT