Does it support deadlock detection?

Yes, the engine monitors for resource contention and can resolve deadlocks automatically by releasing locks from the oldest active worker in a detected cycle.

What happens if a worker task fails during execution?

The skill performs failure isolation, identifying exactly which downstream tasks are blocked while attempting to retry the failed task or continue with independent tasks.

What is Parallel Dispatch in Claude Code?

It is an execution engine that allows Claude to spawn multiple sub-agents to perform tasks simultaneously, significantly speeding up complex developer workflows.

How many concurrent workers can this skill handle?

The engine supports a maximum of 5 concurrent workers to ensure efficient execution while preventing context overflow and maintaining system stability.

How are tasks organized for parallel execution?

Tasks are organized using a Directed Acyclic Graph (DAG) structure, which defines clear dependencies and identifies which groups of tasks are safe to run in parallel.

Parallel Dispatch Engine

Name: Parallel Dispatch Engine
Author: AhmedElhadarey

byAhmedElhadarey

•

生产力与工作流

Orchestrates multiple autonomous worker agents simultaneously to accelerate complex coding tasks and DAG executions.

Parallel Dispatch is a sophisticated execution engine designed to manage high-concurrency workflows within Claude Code. By parsing Directed Acyclic Graphs (DAGs), it identifies independent tasks and dispatches them to a pool of up to five ephemeral worker agents. The skill handles the entire lifecycle of parallel execution—including real-time monitoring via a message bus, automated failure recovery with retry logic, and advanced deadlock resolution—ensuring that large-scale refactors or multi-file migrations are completed efficiently without context overflow or resource exhaustion.

主要功能

01Automated failure isolation and downstream impact analysis

02DAG-aware parallel task scheduling and execution

032 GitHub stars

04Real-time heartbeat monitoring and message-bus coordination

05Managed worker pool with concurrency limits to prevent context overflow

06Proactive deadlock detection and lock resolution strategies

使用场景

01Executing large-scale codebase refactorings across multiple independent modules

02Simultaneous generation of documentation and boilerplate for complex projects

03Running distributed unit or integration test suites via parallel agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ahmedelhadarey/gilfoyle parallel-dispatch

For use in Claude.ai and ChatGPT

主要功能

01Automated failure isolation and downstream impact analysis

02DAG-aware parallel task scheduling and execution

032 GitHub stars

04Real-time heartbeat monitoring and message-bus coordination

05Managed worker pool with concurrency limits to prevent context overflow

06Proactive deadlock detection and lock resolution strategies

使用场景

01Executing large-scale codebase refactorings across multiple independent modules

02Simultaneous generation of documentation and boilerplate for complex projects

03Running distributed unit or integration test suites via parallel agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ahmedelhadarey/gilfoyle parallel-dispatch

For use in Claude.ai and ChatGPT