Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills at skills.sh, and creates new skills when no solution exists. This skill should be used when the user submits a complex multi-step request, wants to automate workflows, or needs help breaking down large tasks into manageable pieces.v1.0.0

A marketing team wants to automatically retrieve, summarize, and send email digests to a Slack channel every morning. This involves decomposing the request into subtasks like email access, content extraction, summarization, and message delivery, then finding or creating skills for each step.

An e-commerce business needs to automate order processing by fetching orders from a platform, extracting data, updating inventory, and sending notifications. The skill decomposes this into API integration, data transformation, and notification tasks, searching for existing skills or generating new ones as needed.

A research team requires automated web scraping, data extraction from documents, and summarization into reports. The skill breaks this down into browser automation, data extraction, and content generation subtasks, identifying capabilities and searching for relevant skills to streamline the workflow.

A content creator wants to automate posting across multiple social media platforms on a schedule. The skill decomposes the request into content generation, API integration for each platform, and scheduling tasks, then finds or creates skills to handle each platform's API and timing.

A support team aims to automate ticket categorization, response generation, and escalation based on keywords. The skill breaks this into data extraction from tickets, content generation for responses, and message delivery for escalations, using capability mapping to locate or build necessary skills.

Offer the task decomposer as a cloud-based service with tiered pricing based on usage volume and complexity of workflows. Revenue comes from monthly or annual subscriptions, targeting small to medium businesses needing automation solutions.

Sell customized versions of the skill to large enterprises for internal workflow automation, with dedicated support and integration services. Revenue is generated through one-time licensing fees and ongoing maintenance contracts.

Provide a free basic version of the decomposer with limited capabilities, while monetizing through premium skills created or recommended by the platform. Revenue comes from sales or subscriptions to advanced skills and integrations.