Skill UI

A rigorous method for authorized adversarial security review. It models the attacker, maps the entire attack surface (APIs, auth flows, data handling), and generates reports containing only findings with a concrete, reproducible exploit path and verified mitigation steps. Essential for pre-launch hardening and critical system reviews.

This methodology guides users to ask critical, load-bearing questions when faced with ambiguous, vague, or assumption-laden requirements. It helps surface hidden requirements and undefined terms, ensuring that the development process is based on explicit, agreed-upon facts rather than guesswork. Use it to define the true problem and scope before committing to a solution.

This framework provides a rigorous pre-execution review mechanism for proposed actions by AI agents or systems. It functions as a critical safety boundary, auditing the entire decision path—from initial request to proposed tool execution—without authorizing or executing anything. It verifies action conformity, evidence integrity, temporal validity, and reviewer independence to ensure system compliance and security.