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评估系统架构、平台设计或高层结构时使用。输出风险检查清单。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Personalized writing assistant with style transfer, error memory, grammar checking, and long-term writing preferences. Use when users ask for writing polishing, style mimicry, iterative correction, bilingual grammar checks, or persistent writing preferences by domain.
Academic paper AI content detection and rewriting assistant. Analyzes text for AI-generated characteristics, provides detailed rewrite suggestions. Supports .docx files, outputs reports and rewritten documents. Bilingual: Chinese & English.
解释代码、回答技术问题或概念问答时使用。直接给出答案，不启动开发流程。
Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
Full autonomous execution from idea to working code
| name | architecture-review |
| description | 评估系统架构、平台设计或高层结构时使用。输出风险检查清单。 |
| argument-hint | [系统或架构描述] |
基于证据识别风险，输出风险等级与可执行修复建议；除非用户要求，不做重构/重设计。
检查清单
- 领域: <边界/数据/规模/可靠性/安全/可观测性/部署/成本>
风险: Critical | Important | Suggestion
证据: <文件/指标/链路追踪/图示备注>
影响: <用户或系统影响>
修复: <具体改动>
摘要
- 假设: <无/有，若有列出 1-3 条关键假设>
- 阻断发布风险: <数量 + 简短清单>
- 下一步: <前 1-3 个修复项>