cross-reference-validation

This Claude Skill validates educational code examples by intelligently selecting strategies based on the 4-Layer Teaching Method. It analyzes Python, Node.js, or Rust code from book chapters to run context-appropriate validation, adjusting depth based on pedagogical layer. Use it specifically for educational content validation, not for production deployment testing.

This skill validates educational code examples for Python, Node.js, or Rust by intelligently selecting a verification strategy based on the 4-Layer Teaching Method context. It analyzes the pedagogical layer (L1-L4) to determine the appropriate validation depth and uses tools like Bash, Read, and Grep. Use it specifically for testing code in book chapters, not for production deployment.

This Claude Skill validates code examples from book chapters using the 4-Layer Teaching Method, intelligently selecting the appropriate validation strategy based on the pedagogical layer and language (Python, Node.js, Rust). It analyzes the context to determine the necessary depth of verification and executes checks using allowed tools like Bash and Grep. It is specifically designed for educational content validation and is not intended for production deployment testing.

The proactive-audit skill automatically validates framework artifacts modified during a pipeline, checking hook syntax, security patterns, skill wiring, and routing correctness. It runs as the final pipeline step when artifacts are created, modified, or deleted. Developers should use it for automated health checks using tools like git diff, Read, and Grep to ensure framework consistency.