Does this skill require manual intervention?

While it can be triggered manually, it is designed for autonomous execution within a pipeline, automatically moving to the Spec Generation phase once tasks are expanded.

How does Task Decomposer determine which tasks to expand?

The skill uses a complexity analysis tool to score tasks from 0 to 10. Any task with a score of 7 or higher is automatically flagged for detailed research and subtask expansion.

Can Task Decomposer handle large projects quickly?

Yes, it supports parallel execution. By launching multiple subagents, you can reduce the time to decompose 20+ tasks from an hour down to under 10 minutes.

What documentation does the skill produce?

It generates a comprehensive complexity report, a phase summary in Markdown, and updates the tasks.json file with detailed subtasks and acceptance criteria.

What is the benefit of worktree isolation in this skill?

It operates in a dedicated 'phase-5-task-3' worktree to prevent interference with the main codebase, ensuring atomic commits and safe merge validation for the generated tasks.

Task Decomposer

Name: Task Decomposer
Author: turbobeest

byturbobeest

0•

生産性とワークフロー

Analyzes project complexity and automatically decomposes high-level tasks into detailed subtasks with acceptance criteria.

The Task Decomposer skill automates the critical bridge between project planning and execution by breaking down complex requirements into manageable units of work. Using a scientific 0-10 complexity scoring system, it identifies high-effort tasks and generates research-backed subtasks, test strategies, and acceptance criteria. By leveraging isolated worktrees and supporting parallel subagent execution, it ensures that project expansion is both rapid and conflict-free, seamlessly transitioning your pipeline from initial task lists to technical specifications.

主な機能

01Scientific complexity scoring on a 0-10 scale

020 GitHub stars

03Isolated worktree execution for conflict-free processing

04Automated subtask generation with detailed acceptance criteria

05Autonomous phase transition to technical specification generation

06Parallel subagent support for 8x faster decomposition

ユースケース

01Expanding high-level project roadmaps into actionable developer tasks

02Breaking down 'Epic' requirements into granular, testable subtasks

03Automating the planning phase of complex software migrations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add turbobeest/squawk task-decomposer

For use in Claude.ai and ChatGPT

Download Skill