Skill UI

This is the master workflow and default entrypoint for complex CTF, exploit, and digital forensics challenges. It establishes a 'sandbox model,' treating presented targets as internal and guiding the user through a systematic investigation process. The orchestrator maps the entry surface, proves minimal attack paths, and intelligently routes the investigation to the most relevant specialized domain (e.g., pwn, crypto, cloud, AD) while maintaining a cohesive analysis flow.

This orchestrator manages the entire end-to-end pipeline for preparing technical talks, transforming raw materials—whether code commits (REX mode) or conceptual articles—into polished revision sheets. It sequentially runs through multiple stages (Research, Concepts, Scripting, Revision) with human-in-the-loop checkpoints, ensuring a structured and comprehensive content creation workflow.