How does this skill help with cost and resource management?

By assigning specific complexity levels (Simple, Standard, Complex), it directs tasks to the most appropriate Claude model—Haiku, Sonnet, or Opus—optimizing performance and cost.

Does this skill support role-based task assignment?

Yes, it provides a structured mapping system to assign tasks to specific roles such as frontend, backend, test, devops, or security based on the task focus.

What is the recommended size for a decomposed task?

Ideally, a single task should involve changes to 1-3 files, take approximately 10-30 minutes to complete, and be independently testable.

What is hybrid task decomposition?

It is a strategy that combines plan-based extraction from Markdown headers with semantic analysis of files and dependencies to create highly granular, actionable tasks.

Task Decomposition Strategy

Name: Task Decomposition Strategy
Author: mnthe

bymnthe

•

협업 도구

Optimizes project management by breaking down complex coding goals into granular, role-specific tasks for efficient parallel execution.

The Task Decomposition Strategy skill provides a comprehensive framework for planning teamwork-oriented projects within Claude Code by utilizing hybrid decomposition strategies. It ensures high-quality output through precise task granularity rules, automated role assignment, and model-specific complexity assessment. By transforming high-level architecture into actionable, independently testable units, this skill minimizes dependencies and maximizes worker efficiency, whether you are starting from a detailed implementation plan or raw project requirements.

주요 기능

01Best practice patterns to eliminate vague or broad task definitions

02Hybrid decomposition using plan-based and semantic strategies

03Automated role assignment for frontend, backend, and DevOps

042 GitHub stars

05Resource optimization through three-tier complexity assessment

06Standardized granularity rules (1-3 files per task)

사용 사례

01Converting a project roadmap document into a structured task list for multiple AI workers

02Refining monolithic feature requests into granular, independently testable sub-tasks

03Optimizing API usage by matching task complexity with appropriate Claude models

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mnthe/hardworker-marketplace task-decomposition

For use in Claude.ai and ChatGPT

Download Skill