01Automated discovery and analysis of the appsec.guide repository structure
02Automatic documentation updates and README management for generated plugins
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04Template-driven generation for tool, fuzzer, and technique-specific skills
05Built-in validation scripts to verify skill integrity and activation
06Two-pass generation system to ensure valid cross-references between skills