Does this skill support Test-Driven Development?

Yes, it is specifically optimized to have subagents follow TDD principles for every individual task they implement.

Can it handle multiple tasks in parallel?

To prevent file conflicts and maintain order, it processes tasks sequentially but uses fresh subagents for each to ensure no technical debt carries over.

What is the benefit of the two-stage review?

It ensures that functional requirements are fully met via a spec review before the subagent proceeds to optimize for code quality and style.

How does this differ from standard plan execution?

Unlike standard execution, this skill stays within the same session while using fresh subagents per task to prevent context drift and memory pollution.

Subagent Task Orchestrator

Name: Subagent Task Orchestrator
Author: mtthsnc

bymtthsnc

•

生产力与工作流

Orchestrates the execution of complex implementation plans by dispatching specialized subagents for task fulfillment and rigorous multi-stage reviews.

This skill automates the management of complex coding projects within Claude Code by breaking down plans into independent tasks handled by ephemeral subagents. By utilizing a 'fresh start' approach for every task, it eliminates context pollution and ensures high-quality output through a mandated two-stage review process focusing first on specification compliance and then on code quality. It is ideal for developers who want to maintain high standards of Test-Driven Development (TDD) and architectural integrity while accelerating the development lifecycle without constant manual intervention.

主要功能

01Automated error correction loops based on reviewer feedback

02Two-stage automated review focusing on spec compliance and code quality

03Fresh subagent context per task to prevent memory pollution

04Zero-handoff efficiency between tasks within the same session

05Seamless integration with Test-Driven Development (TDD) workflows

061 GitHub stars

使用场景

01Executing multi-file feature implementations with distinct requirements

02Refactoring legacy codebases requiring strict validation against original specs

03Accelerating development sprints while maintaining high quality gates

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mtthsnc/autonome use-subagents-dispatch

For use in Claude.ai and ChatGPT

Download Skill