Development skills

Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules

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Database comparison catalogs, RDBMS vs NoSQL selection criteria, CAP/ACID/BASE theory, OLTP vs OLAP, and technology-specific characteristics

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Run a TypeScript script via tsx to fetch an HTTP endpoint and stream the response. Use when you need a small Node.js helper for HTTP calls.

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Use when creating, rewriting, OR reviewing a GitLab Merge Request in the Gramax product repo (`gramax/` → `gitlab.ics-it.ru/ics/doc-reader`). Triggers on "mr", "напиши описание MR", "опиши MR", "создай MR", "мерж реквест", "ревью MR", "проверь MR", "посмотри MR", "review MR", "review merge request", "code review for MR", "write MR description", "draft MR", "create merge request". Also pre-empts generic `/requesting-code-review`, `/code-review`, `/review` flows when target is a Gramax GitLab MR — team-convention checks (description, board link, `## Notes`) must run BEFORE code review.

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将特定格式的基站设备字符串（如LYG_GY_ZX_...）解析为三个部分：区域厂家前缀、位置/单位名称、设备型号后缀，并根据需要提供Python实现代码。

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扮演画家角色，使用Unsplash API根据用户指令生成图片，严格遵循Markdown格式输出，不使用代码块或反引号。

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讀取CSV文件，僅使用csv庫且不使用SequenceMatcher，計算第一列目標基因型與後續每一列基因型的相似度。

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指导用户使用py2exe工具将Python脚本打包为Windows可执行文件，涵盖setup.py配置、依赖库安装、控制台与GUI模式选择，以及解决EXE无法打开或闪退等常见问题。

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当用户请求发送照片或图片时，使用 Unsplash API 格式生成链接，并以 Markdown 图片语法直接输出，不使用代码块或反斜线。

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在 Skynet 框架下，仅使用 skynet.httpc 和 luasec 库编写 HTTPS 请求代码，避免使用 ltn12 或不存在的 API 接口。

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编写Python脚本以定时监控Windows主机的CPU和内存使用率，并按指定格式（时间点、CPU占用率、内存占用率）记录日志。

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在Python 2.7环境下解析Windows目录链接（Junction）或符号链接的真实物理路径。提供基于PyWin32 API和PyQt4/5 QProcess调用cmd命令的两种解决方案，解决os.path.realpath失效及输出解析问题。

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根据用户提供的页面列表和业务需求，生成基于Vue前端和Java Spring Boot后端的网站构成文档及详细实现方案。

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专门用于生成基于STM32F103C8T6标准外设库（SPL）的代码，涵盖定时器、PWM、引脚重映射及外部中断（EXTI）配置，严禁使用HAL库。

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使用Python的Matplotlib和Numpy库，根据用户指定的参数方程绘制莫比乌斯环的三维图形。

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使用Python从视频中平均截取9帧画面，并将它们合并成一张图片。

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用于递归扫描磁盘文件结构，自动跳过无权限或无效路径的文件，并通过JSON序列化与Base64编码进行数据传输的Python脚本生成技能。

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扮演Python工程师，仅使用Python标准库实现功能，输出仅包含代码和注释，不提供额外解释。

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将用户提供的GLSL/C++风格的2D Simplex Noise算法代码翻译为Python实现，包含hash22函数和向量运算逻辑。

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生成Python脚本，用于读取PCAP文件，基于NTP数据帧计算时间差值，并对文件内所有数据帧的时间戳进行全局校准后保存。

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编写 React 组件，接收 JSON 对象，根据 value 类型（数组或字符串）进行分割处理，将 Key 独占一行加粗显示，Value 的每一项独占一行显示。

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将UCS-2编码的十六进制字符串（通常来自短信PDU或AT指令）转换为可读的中文字符串。

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使用pynput库监听键盘事件，提取按键的整数键值（如162）和按键名称（如ctrl_l），并返回标准字典格式。

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使用Python Tkinter生成一个居中显示、大小为屏幕五分之一的单选弹窗，点击确定返回选中值。

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