skills-planner

To design an AI agent workflow, you analyze user requirements, evaluate available skills, identify capability gaps, design new skills, and generate a system prompt to orchestrate the composed agent for complex tasks.

Identify missing capabilities by breaking down user needs into actionable requirements and matching them against existing skill sets, which highlights skill gaps that require designing new skills from a provided template.

The best way to compose a system prompt for multiple AI skills is to use agent composition, which evaluates available capabilities and orchestrates selected skills into a unified prompt for efficient agent design.

You do not need existing skills to start planning an AI workflow. The planner evaluates whatever skills are available and automatically designs new skills with clear requirements when necessary gaps are identified.

Use requirement analysis for AI agent design when building custom solutions for complex tasks, such as creating an agent that needs to read PDFs, analyze data, and generate reports, ensuring efficient skill utilization.