good_skills

减少常见 LLM 编码失误的行为准则。Use when "写代码", "改代码", "重构", "code", "refactor", "implement", "review code", "编写/修改本仓库代码" — 即任何在本项目里写、改、重构、审查代码之前。 四条原则：先想后写 / 极简优先 / 外科手术式改动 / 目标驱动执行。 Derived from Andrej Karpathy's observations on LLM coding pitfalls.

每日 arXiv AI 论文精选系统。自动从 arXiv 抓取最新 cs.AI/cs.LG/cs.CL/cs.CV/cs.RO 论文，用 DeepSeek 评分筛选，生成中文摘要，通过邮件和 Bark 推送。

Patent search via Google Patents (Serper.dev API). Search by keyword, inventor, assignee, or patent number. Use when checking patentability, analyzing competitors' patent portfolios, assessing infringement risks, or researching technology landscapes. Triggered by "专利检索", "patent search", "查专利", "专利布局", or any patent-related query.

小红书检索与发布工具。Use when "小红书检索", "发布小红书", "xhs MCP", "搜索小红书内容". 基于本地 MCP Server 或 xhs-mcp CLI，支持搜索、查看、发布三种操作。

This skill should be used when the user wants to generate Chinese patent application forms (专利申请表), or mentions "patents", "inventions", "专利", "申请表", or wants to protect technical innovations. It automatically searches prior art via SerpAPI before drafting.

每日科技早报。27+ RSS源并发抓取，智能分类（AI/区块链/游戏/科技/金融），质量评分过滤，可选 DeepSeek 英译中，邮件+Bark 推送。

清理所有 AI 代理配置目录中的断裂 skill 符号链接。Use when "清理skill", "cleanup skills", "移除无效skill", "删除失效链接", "skill链接清理". 扫描 .agent/.agents/.claude/.opencode/.copilot/.codex/.cursor/.iflow/.openclaw 等目录。

GitHub 仓库监控。监控 vllm-ascend 新版本发布、DeepSeek 新仓库创建、以及 vLLM 相关有价值的新 PR，发现更新立即 Bark 推送通知。

每日 AI 编程工具动态推送。使用时机：当用户说"AI 编程工具动态"、"Claude Code 有什么更新"、"vibe coding 资讯"、"今日 vibe coding"。专注 Cursor/Claude Code/Copilot 更新和技巧，区别于 daily-newsletter（泛科技新闻）。

思源笔记 API 集成与知识库管理。Use when "思源笔记", "SiYuan Note", "知识库管理", "笔记操作", "siyuan API". 支持笔记 CRUD、SQL 查询、批量操作、备份导出。 需要 SIYUAN_HOST 和 SIYUAN_TOKEN 环境变量。

去除中文文本中的 AI 生成痕迹，使文字更自然。Use when "去AI痕迹", "文本人性化", "humanize", "去除AI写作风格", "让文字更自然". 检测 24 种 AI 写作模式并提供修复建议。

Guide for creating effective AI agent skills. Use when "创建新技能", "write a SKILL.md", "create a skill", "new skill for", "update existing skill". Covers structure, frontmatter, naming conventions, dynamic context injection, and subagent execution.

Expert Patent Specialist Agent for writing high-quality patent disclosures. It analyzes technical documents, identifies core innovations, and generates structured patent documents (Problem, Solution, Effect, Claims) with intelligent innovation extensions (defensive expansion, stability, automation) to increase authorization probability. Use this skill when a user provides technical details and requests a patent draft or disclosure.