s33-system-optimization

Execute comprehensive system optimization audits across 7 modules: request latency deep-dive, N+1 query detection, concurrent user stress testing, atomicity verification, concurrency auditing (rate limits, locks, queues, race conditions), security vulnerability auditing (OWASP Top 10), and agent-proposed evaluations. Produces executable artifacts (k6 scripts, SQLMap/ZAP configs, custom audit scripts) alongside analysis reports. Use this skill whenever the user says "optimize", "latency", "slow request", "N+1", "stress test", "CCU", "atomicity", "race condition", "rate limit", "security audit", "system audit", "bottleneck", or explicitly invokes /s33 or /system-optimization. This skill is callable at ANY phase in the workflow (s00-s32). Supports three execution modes: full (all modules), targeted (selected modules), and single (one module). Each module produces artifacts and feeds findings into subsequent modules for cross-module intelligence. L2 autonomy: AI generates artifacts and analysis, human reviews and approves execution.