القائمة
Use 4-phase root cause analysis (Observe, Hypothesize, Verify, Fix); avoid unverified patches.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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.
| 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.
