meta-skill-creator

Claude Code skill creation uses collaborative mode for interactive co-creation or orchestrate mode for automated execution. Both modes rely on anchors, prompts, and strict frontmatter schemas to generate consistent, testable skill artifacts.

Skill orchestration coordinates execution engines like Claude Code and Codex to automate task execution. It selects appropriate engines for script generation, validation, and reference management without direct human intervention.

To generate a SKILL.md file, initialize a meta-skill using the on-boarding guide in the assets directory. Apply provided templates to structure skill definitions, frontmatter schemas, and anchors for consistent artifact generation.

Yes, automated skill improvement is possible through a self-improvement cycle that handles logging, pattern extraction, and improvement proposals. Orchestrate mode coordinates these automated workflows for script generation and validation.

Yes, the framework enforces strict frontmatter schemas and anchors to ensure consistent, testable skill artifacts. This schema validation applies across both collaborative and orchestrated execution workflows.

Orchestrate mode requires compatible execution engines and strict frontmatter schema adherence. Complex or non-standard skill structures may need manual boundary planning adjustments outside the automated workflow.