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

•

生産性とワークフロー

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

概要

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.

主な機能

Built-in progress tracking with TodoWrite integration
Comprehensive conflict detection and manual resolution
13 GitHub stars
Concurrent problem-solving for 3+ independent domains
Single-message multi-tasking dispatch logic
Structured independence verification framework

ユースケース

Simultaneously investigating independent bugs in Auth, Database, and API subsystems
Refactoring disjointed sections of a codebase without creating sequential bottlenecks
Resolving multiple unrelated test failures across different repository modules

概要

主な機能

Built-in progress tracking with TodoWrite integration
Comprehensive conflict detection and manual resolution
13 GitHub stars
Concurrent problem-solving for 3+ independent domains
Single-message multi-tasking dispatch logic
Structured independence verification framework

ユースケース

Simultaneously investigating independent bugs in Auth, Database, and API subsystems
Refactoring disjointed sections of a codebase without creating sequential bottlenecks
Resolving multiple unrelated test failures across different repository modules