[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tool-karpathy-skills":3,"related-karpathy-skills":58},{"id":4,"name":5,"slug":6,"logo_url":7,"tagline":8,"capability_type":9,"pricing_type":10,"platforms":11,"view_count":13,"click_count":14,"featured":15,"is_trending":16,"editor_rating":17,"heat_score":18,"editor_summary":19,"status":20,"created_at":21,"categories":22,"tags":44,"description":45,"website_url":46,"github_url":46,"demo_url":29,"pricing_detail":47,"models":48,"screenshots":49,"features":50,"install_command":29,"compatible_clients":56,"editor_rating_detail":57,"seo_title":29,"seo_description":29,"updated_at":29},"55ff0adf-8a46-47d0-8e3e-2de84a859259","Andrej Karpathy Skills","karpathy-skills","\u002Flogos\u002Fkarpathy-skills.png","Karpathy 观察提炼的 AI Agent 防御性编码技能，让编程代理在犯错前主动暂停求证","tool","open_source",[12],"cli",151,0,true,false,4,9800,"Agent 行为元治理的标杆项目，用一个文件系统性提升编码 Agent 可靠性，10 万 Star 证明 Skills 已成为 Agent 生态的新基础设施层。","published","2026-04-30T02:06:11",[23,31,38],{"id":24,"name":25,"slug":26,"icon":27,"description":28,"parent_id":29,"sort_order":30},16,"编程开发","coding-dev","💻","AI编程助手、代码生成、调试",null,3,{"id":32,"name":33,"slug":34,"icon":35,"description":36,"parent_id":29,"sort_order":37},45,"龙虾类","lobster","🦞","能自主规划、多步执行、调用工具并交付结果的AI Agent应用",10,{"id":39,"name":40,"slug":41,"icon":42,"description":43,"parent_id":32,"sort_order":30},49,"研究代理","research-agents","🔬","搜索、调研、资料整理与报告生成代理",[],"Andrej Karpathy Skills 是由开发者 forrestchang 根据 AI 先驱 Andrej Karpathy 对 LLM 编码失败模式的观察提炼而成的 Agent Skill 文件，2026 年 4 月在 GitHub 上单周暴涨 25,836 Star，总星数逼近 10 万，成为全站第一热门项目。它本质是一个 CLAUDE.md 文件，通过精确的行为约束迫使 Claude Code 等编程代理在遇到三类典型失败模式时主动暂停并询问用户：（1）静默做出错误假设、（2）掩饰困惑继续前进、（3）未主动暴露关键权衡。这不是传统意义上的工具，而是一种'Agent 行为元治理'机制——通过约束 Agent 的认知行为模式来系统性地提升代码输出质量。代表了 AI Agent 生态中'Skills\u002FPrompt 工程基础设施'这一新兴方向。","https:\u002F\u002Fgithub.com\u002Fforrestchang\u002Fandrej-karpathy-skills","开源免费，单文件即可使用",[],[],[51,52,53,54,55],"三类 LLM 编码失败模式防御","单文件 CLAUDE.md 即插即用","迫使 Agent 主动暂停求证","适用于任何支持 Skills 的 Agent","10 万 Star 社区验证",[],[],[59,93,114],{"id":60,"name":61,"slug":62,"logo_url":63,"tagline":64,"capability_type":9,"pricing_type":65,"platforms":66,"view_count":72,"click_count":73,"featured":15,"is_trending":16,"editor_rating":74,"heat_score":18,"editor_summary":75,"status":20,"created_at":76,"categories":77,"tags":92},"b0e5b6ab-2e66-4351-904d-193ce8a7a898","ChatGPT","chatgpt","\u002Flogos\u002Fchatgpt.png","OpenAI推出的AI对话助手，支持文本生成、代码编写、数据分析等多种能力","freemium",[67,68,69,70,71],"web","ios","android","mac","windows",949,7,4.8,"AI对话的标杆产品，功能最全面，生态最丰富","2026-03-28T12:11:47",[78,84,85],{"id":79,"name":80,"slug":81,"icon":82,"description":83,"parent_id":29,"sort_order":14},1,"内容创作","content-creation","✍️","AI写作、文案、翻译、摘要工具",{"id":24,"name":25,"slug":26,"icon":27,"description":28,"parent_id":29,"sort_order":30},{"id":86,"name":87,"slug":88,"icon":89,"description":90,"parent_id":91,"sort_order":14},42,"AI对话","ai-chat","💬","通用对话、问答",41,[],{"id":94,"name":95,"slug":96,"logo_url":97,"tagline":98,"capability_type":9,"pricing_type":65,"platforms":99,"view_count":101,"click_count":102,"featured":15,"is_trending":15,"editor_rating":74,"heat_score":103,"editor_summary":104,"status":20,"created_at":76,"categories":105,"tags":113},"412263cd-94a8-45ec-8d80-f86712e364f3","Cursor","cursor","\u002Flogos\u002Fcursor.ico","AI驱动的代码编辑器，基于VS Code，内置AI编程助手",[70,71,100],"linux",678,2,9200,"目前最好用的AI编程编辑器，开发者必备",[106,107],{"id":24,"name":25,"slug":26,"icon":27,"description":28,"parent_id":29,"sort_order":30},{"id":108,"name":109,"slug":110,"icon":111,"description":112,"parent_id":24,"sort_order":14},17,"AI编程助手","coding-assistant","🤖","代码补全、对话编程",[],{"id":115,"name":116,"slug":117,"logo_url":118,"tagline":119,"capability_type":9,"pricing_type":65,"platforms":120,"view_count":121,"click_count":122,"featured":15,"is_trending":15,"editor_rating":123,"heat_score":124,"editor_summary":125,"status":20,"created_at":76,"categories":126,"tags":134},"24655385-efb1-4100-a0f3-076342867d25","Claude Code","claude-code","\u002Flogos\u002Fclaude-code.ico","Anthropic 推出的终端编程 Agent，可自主读取代码库、规划修改、运行测试",[12,70,100,71],828,5,4.7,9500,"当前编程代理方向的王者，终端原生体验+极强的代码理解力，开发者首选龙虾类产品。",[127,128,129],{"id":24,"name":25,"slug":26,"icon":27,"description":28,"parent_id":29,"sort_order":30},{"id":32,"name":33,"slug":34,"icon":35,"description":36,"parent_id":29,"sort_order":37},{"id":130,"name":131,"slug":132,"icon":27,"description":133,"parent_id":32,"sort_order":79},47,"编程代理","coding-agents","独立编码、测试和交付的AI开发代理",[]]