Deep edge case discovery and bug hunting skill. Systematically finds bugs, crashes, security issues, and data corruption risks in any codebase. Uses 12 attack vectors: type coercion, boundary values, null/undefined, race conditions, injection, overflow, encoding, state machines, concurrency, file formats, API contracts, and UI edge cases. Actions: hunt, scan, audit, fuzz, stress, probe, test. Targets: API endpoints, parsers, forms, state machines, database operations, file uploads, auth flows, payment flows, email templates, PDF generation. Outputs: categorized bug reports with reproduction steps, severity ratings, and fix suggestions.
2026-03-29