菜单
Enforce reproducible testing, automated verification, and evidence-driven sign-off before merging any change.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | eng-rigorous-validation |
| description | Enforce reproducible testing, automated verification, and evidence-driven sign-off before merging any change. |
Model the end-to-end system, constraints, and failure modes before touching code; use whenever a change spans multiple layers or unclear requirements.
Decompose work into safe, observable increments with feature flags, rollbacks, and communication baked in.
Design every change with traceability, diagnostics, and fast incident triage in mind across mobile, web, and web3 stacks.
Guard latency, memory, battery, bandwidth, and gas/compute budgets by measuring before and after every change.
Deliver changes with clear communication, reviewer-ready context, and follow-up accountability.
Apply proactive threat modeling, least-privilege design, and safety guardrails before delivering any code or infrastructure change.
