Dynamic Application Security Testing Dast With Automated Web Scanning

via “adversarial security audit loop”

Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

Unique: Applies constraint-driven iteration to security hardening by using threat models as scope constraints and vulnerability count as the mechanical metric. The adversarial loop systematically explores STRIDE/OWASP categories rather than relying on passive scanning, enabling autonomous discovery of vulnerabilities that match the threat model.

Enables continuous autonomous security hardening with full iteration history, whereas traditional SAST/DAST tools are point-in-time and require manual remediation workflows.