When should I avoid using parallel task decomposition?

Avoid using it for tasks with fewer than 3 subtasks, situations where all changes occur in a single file, or when every task is strictly sequential.

How does the skill determine if two tasks are dependent?

It checks if tasks modify the same file, share mutable state, or if one task requires the specific output of another task to proceed.

What is the recommended maximum parallelism for this skill?

The skill suggests a maximum of 4-6 concurrent agents. Beyond this limit, the coordination overhead usually exceeds the speed benefits of parallelization.

Does this skill work for non-coding tasks?

Yes, while designed for engineering, it can parallelize any complex project involving multiple subtasks that can be analyzed for dependencies.

Parallel Task Decomposition

Name: Parallel Task Decomposition
Author: ash1794

byash1794

•

生产力与工作流

Analyzes complex workflows to identify independent subtasks and generate optimized, dependency-aware parallel execution plans.

This skill streamlines large-scale engineering tasks by breaking down sequential mental models into efficient, parallelized execution plans. By analyzing file dependencies, shared mutable state, and task outputs, it constructs a Directed Acyclic Graph (DAG) to determine which components can run concurrently. It is particularly effective for projects involving multiple independent file changes or multi-step implementation plans where speed is a priority, ensuring that coordination overhead is minimized while maximizing development velocity through intelligent batching.

主要功能

01Estimated Execution Speedup Calculations

02Parallelism Limit Optimization (4-6 Agent Max)

03Intelligent Batch Grouping for Sequential Safety

04Comprehensive Dispatch Planning with Integration Order

056 GitHub stars

06Automated Dependency Graph Generation (DAG)

使用场景

01Optimizing multi-step engineering plans to reduce total execution time

02Organizing complex feature implementations into parallel workstreams

03Accelerating large-scale refactors across multiple independent modules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ash1794/vibe-engineering parallel-task-decomposition

For use in Claude.ai and ChatGPT

主要功能

01Estimated Execution Speedup Calculations

02Parallelism Limit Optimization (4-6 Agent Max)

03Intelligent Batch Grouping for Sequential Safety

04Comprehensive Dispatch Planning with Integration Order

056 GitHub stars

06Automated Dependency Graph Generation (DAG)

使用场景

01Optimizing multi-step engineering plans to reduce total execution time

02Organizing complex feature implementations into parallel workstreams

03Accelerating large-scale refactors across multiple independent modules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ash1794/vibe-engineering parallel-task-decomposition

For use in Claude.ai and ChatGPT