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Use 4-phase root cause analysis (Observe, Hypothesize, Verify, Fix); avoid unverified patches.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | systematic-debugging |
| description | Use 4-phase root cause analysis (Observe, Hypothesize, Verify, Fix); avoid unverified patches. |
The core of systematic debugging is: understand first, then fix. When encountering a bug, clarify symptoms, reproduction conditions, and blast radius. Draw hypotheses, verify them with experiments to isolate the root cause, and only then submit a minimal, verifiable fix.
Use Git worktrees to create parallel working directories safely; avoid branch-switch contamination.
Behavioral guidelines to reduce common LLM coding mistakes — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution.
Enforce "no evidence = no completion"; run Gate Function verification before declaring done.
Pre-ship observability readiness checklist — ensures errors reach production monitoring, not just debug consoles.
Adversarial security and resilience analysis — auto-triggered during /review and /test based on task classification. Provides attack surface analysis, boundary testing, auth bypass attempts, dependency chain attacks, and Beast Mode stress testing.
Evaluate when to dispatch parallel agents; use a 4-step pattern to split, coordinate, and integrate results.
