create-skill

To generate Claude Code skills from natural language requirements, you provide a description of the skill's purpose, and the tool uses an adaptive interview to classify complexity and automatically scaffold the complete skill directory, including necessary sub-agents and documentation.

Automated skill scaffolding for AI development is the process of transforming user requirements into fully structured skill files. It works by interactively gathering context through an adaptive interview to classify operational complexity and generate the required directory structure.

No, you do not need to manually configure sub-agent orchestration. The skill creation process automatically creates and integrates sub-agent files into the `.claude/agents/` directory for pipeline-based skills based on your operational complexity classification.

No, you cannot use this skill generation tool without providing detailed context. The process requires explicit user input regarding the skill's purpose, context needs, and operational complexity to accurately scaffold the structure and orchestrate sub-agents.

The best way to structure a new skill for agent orchestration is using an automated scaffolding tool that iteratively validates your design, classifies the complexity, and generates the `SKILL.md`, reference files, and required sub-agent files automatically.