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task-decomposer

Decompose complex user requests into executable subtasks and identify required capabilities.

2|1|Updated Feb 13, 2026
Search Tags:#planning#workflow automation#skill generation#ai agent#task decomposition#capability mapping
One-click install
npx skills add https://github.com/simplefarmer69/ape-claw --skill task-decomposer-simplefarmer69
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: task-decomposer
Source: https://github.com/simplefarmer69/ape-claw/tree/main/data/forge-skills/clawhub-task-decomposer
Command: npx skills add https://github.com/simplefarmer69/ape-claw --skill task-decomposer-simplefarmer69

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill tackles the complexity of large, multi-step user requests by breaking them down into manageable, executable subtasks, ensuring no part of the request is overlooked.

Core Features & Use Cases

  • Task Decomposition: Analyzes user requests and breaks them into atomic, executable units.
  • Capability Mapping: Identifies the necessary technical capabilities (e.g., API integration, web scraping) for each subtask.
  • Skill Discovery & Creation: Searches for existing skills to fulfill capabilities or guides the creation of new ones when needed.
  • Use Case: A user asks to "Set up a daily report that scrapes website X, summarizes the findings, and emails them to my team." This skill will break that down into: scraping, summarization, and emailing, then find or suggest the skills needed for each.

Quick Start

Decompose the user request "Summarize my emails and send them to Slack daily" into executable subtasks.

Frequently Asked Questions about task-decomposer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I break down complex tasks into actionable steps for an AI agent?▼

Task decomposition breaks complex user requests into atomic, executable subtasks. By mapping user intents to universal capability types, it ensures no part of a multi-step request is overlooked and prepares units for automated execution.

How does capability mapping work for workflow automation?▼

Capability mapping identifies the necessary technical capabilities, such as API integration or web scraping, for each decomposed subtask. It bridges user requests and the skills ecosystem by defining exact technical requirements needed for execution.

What is the best way to automate a daily report that scrapes a website, summarizes findings, and emails them?▼

Task decomposition analyzes this multi-step request and breaks it down into scraping, summarization, and emailing subtasks. It then searches existing skills to fulfill these capabilities or guides the creation of new skills.

Can I use task decomposition to find existing skills for my subtasks?▼

Yes, task decomposition includes skill discovery features that search for existing skills to fulfill identified capabilities. If no matching skill exists, it guides the creation of new skills to ensure the workflow is executable.

When do I need task decomposition for my workflow automation?▼

You need task decomposition when handling large, multi-step user requests that require systematic workflow automation. It is essential for managing AI agent tasks that involve multiple distinct capabilities like data extraction and communication.

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