skillers-suda

Agent orchestration converts a vague idea into a runnable workflow by assembling four expert agents—planner, user, specialist, and verifier—to analyze and transform the concept into a complete skill with validation scripts and assets.

The best way to design a skill pipeline is using a four-person expert team to generate a structured plan with frontmatter-driven SKILL.md, workflow steps, references, and optional components suitable for automatic evaluation and packaging.

Yes, you can generate agent templates and command scaffolding automatically by inputting a skill idea, which triggers four expert personas to produce concrete deliverables including validated SKILL.md and optional packaging instructions.

This workflow design approach supports automatic evaluation and packaging by producing a structured plan with validation scripts and optional components that are ready for deployment as testable skill artifacts.

Multi-perspective analysis improves prompt engineering and skill design by synchronizing four expert personas to evaluate ideas from distinct angles, ensuring the resulting workflow is fully specified and ready to execute.

A limitation of using four expert agents for skill creation is that the process depends entirely on the initial idea description provided, requiring clear input to generate an effective workflow with accurate references and validation scripts.