
Use when testing vLLM performance, running benchmarks, comparing inference configurations, cleaning up GPU environments, or generating performance reports. Activates for benchmarking throughput/latency, configuring vLLM serve parameters, using evalscope or vllm bench, and producing comparison tables.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
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。
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.
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。
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.
每日穿搭建议推送。使用时机:当用户说"今天穿什么"、"帮我搭配衣服"、"穿搭建议"、"wardrobe"。自动获取杭州实时天气,AI 生成上衣/裤子/鞋/帽/手表/配色/是否带伞,邮件+Bark 推送。
Use when developing vLLM features including speculative decoding (Eagle3, MTP, draft model, suffix, parallel drafting), KV cache optimization (sparsity, offloading, prefix caching), attention backends, and throughput/TPS improvements. Activates for architecture design, implementation, and parameter tuning of inference performance features.
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。
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.
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)。
三个月科学减脂计划每日推送。使用时机:当用户说"今天健身"、"运动计划"、"减脂建议"、"每日健身打卡"、"fitness plan"。177cm/90kg→70kg,每日 AI 生成个性化运动+饮食方案,邮件+Bark 推送。
通用开发验证工作流,用于 AI/ML 推理服务的开发、测试和验证。支持多种硬件后端(Ascend NPU、GPU)和推理引擎(vLLM、MindIE)。包含完整的需求对齐、代码检查、服务部署、性能测试和结果分析流程。当用户提到"开发"、"测试"、"性能对比"、"服务部署"、"推理验证"等需求时使用此工作流。
自动周报生成。Use when "周报", "本周工作总结", "weekly report", "自动生成周报". 汇总本周日历、GitHub 活动,AI 生成工作总结+时间分析+下周规划,通过邮件和 Bark 推送。
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。
每日日志聚合器。使用时机:当用户说"每日日志汇总"、"今日汇总"、"daily digest"、"汇总今天所有 skill 输出"。汇总 GitHub 动态、当日所有 skill 输出(arXiv/早报/健身/穿搭/视频),生成日志并通过 Bark 推送。
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。
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。