Does this make agents run faster?

It reduces the total wall-clock time of a debugging session by running tasks concurrently rather than waiting for one agent to finish before starting the next.

How does the skill prevent agents from conflicting with each other?

The skill includes a mandatory 'Independence Check' step to ensure failures don't share root causes or touch the same specific code functions before dispatching.

Can I use this for bugs that share a root cause?

No. If failures share a root cause, they should be investigated by a single agent to ensure a unified fix and prevent conflicting logic.

Why does this skill require a minimum of 3 failures?

For only one or two failures, the coordination and verification overhead usually exceeds the time saved by sequential investigation. The benefit of parallelization becomes significant at three or more tasks.

Parallel Agent Dispatcher

Name: Parallel Agent Dispatcher
Author: withzombies

bywithzombies

•

生产力与工作流

Accelerates debugging by dispatching multiple Claude agents to investigate and resolve independent failures concurrently.

The Parallel Agent Dispatcher skill optimizes complex debugging workflows by enabling Claude to address three or more independent system failures simultaneously. It provides a rigorous 6-step framework for identifying isolated problem domains, drafting focused agent prompts, and managing parallel execution. By leveraging concurrent tasking, this skill significantly reduces investigation time for disjointed codebase issues, ensuring that each problem is resolved in a focused environment before being unified through a standardized verification process.

主要功能

01Built-in progress tracking with TodoWrite integration

02Comprehensive conflict detection and manual resolution

0313 GitHub stars

04Concurrent problem-solving for 3+ independent domains

05Single-message multi-tasking dispatch logic

06Structured independence verification framework

使用场景

01Simultaneously investigating independent bugs in Auth, Database, and API subsystems

02Refactoring disjointed sections of a codebase without creating sequential bottlenecks

03Resolving multiple unrelated test failures across different repository modules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add withzombies/hyperpowers dispatching-parallel-agents

For use in Claude.ai and ChatGPT

Download Skill