Why does this skill require a minimum of 3 independent failures?

The coordination overhead of managing parallel agents, including prompt drafting and conflict checking, usually exceeds the time saved for only one or two failures. Parallelism provides the most value at scale.

How does the skill prevent agents from overwriting each other's work?

The skill includes a mandatory independence check before dispatching and a post-completion conflict review to identify if multiple agents edited the same files or made contradictory assumptions.

Do the agents run truly at the same time?

Yes, by utilizing the multi_tool_use.parallel pattern, all worker agents are dispatched in a single message, allowing them to execute concurrently rather than waiting for sequential responses.

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

No, this skill is specifically designed for independent domains. If failures share a root cause, agents may produce conflicting fixes. Related issues should be handled by a single agent or investigated sequentially.

Parallel Agent Dispatcher

Name: Parallel Agent Dispatcher
Author: withzombies

bywithzombies

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Security & Testing

Dispatches multiple specialized agents concurrently to investigate and resolve three or more independent system failures.

The Parallel Agent Dispatcher skill streamlines the debugging process for complex software systems by identifying independent failure domains and spawning parallel worker agents to address them simultaneously. By enforcing a strict verification of independence and leveraging parallel tool calls, it significantly reduces the time required to clear large test suites or fix decoupled bugs compared to sequential investigation. The skill includes built-in safeguards for conflict checking, progress monitoring, and integration verification to ensure system stability after parallel fixes are applied.

Key Features

01Strict independence verification logic to prevent conflicting code changes

02Conflict resolution and integration review protocols

0358 GitHub stars

04Single-message parallel agent dispatching for maximum execution efficiency

05Domain-specific agent prompt generation for focused investigations

06Structured checklist tracking for monitoring multiple concurrent workflows

Use Cases

01Simultaneously investigating independent bugs in decoupled microservices

02Fixing multiple unrelated test failures across different modules or subsystems

03Accelerating large-scale refactoring tasks that do not share state or dependencies

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