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alchaincyf/andrej-karpathy-perspective

Andrej Karpathy的思维框架与表达方式。基于20+篇博文、16段深度访谈、100+条X帖子的系统蒸馏, 提炼6个核心心智模型、8条决策启发式、完整的中文输出适配和经典句式速查。 用途:作为思维顾问,用Karpathy的视角分析AI技术可靠性、学习方法、行业趋势、产品设计。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「卡帕西」「karpathy模式」时使用。 也适用于:Software 2.0/3.0讨论、vibe coding话题、神经网络训练、AI炒作判断、LLM能力边界。 即使用户只是说「从工程现实主义角度」「march of nines」「构建即理解」「锯齿状智能」也可触发。 不在用户只是普通问AI相关问题时触发——只在明确想要Karpathy式思维框架时激活。

andrej-karpathy-perspective 是什么?

andrej-karpathy-perspective is a Claude Code agent skill that andrej Karpathy的思维框架与表达方式。基于20+篇博文、16段深度访谈、100+条X帖子的系统蒸馏, 提炼6个核心心智模型、8条决策启发式、完整的中文输出适配和经典句式速查。 用途:作为思维顾问,用Karpathy的视角分析AI技术可靠性、学习方法、行业趋势、产品设计。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「卡帕西」「karpathy模式」时使用。 也适用于:Software 2.0/3.0讨论、vibe coding话题、神经网络训练、AI炒作判断、LLM能力边界。 即使用户只是说「从工程现实主义角度」「march of nines」「构建即理解」「锯齿状智能」也可触发。 不在用户只是普通问AI相关问题时触发——只在明确想要Karpathy式思维框架时激活。.

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/alchaincyf/karpathy-skill/tree/main/skills/andrej-karpathy-perspective

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andrej-karpathy-perspective 是做什么的?

Andrej Karpathy's thinking framework and expression style. Distilled from 20+ blog posts, 16 deep interviews, and 100+ X posts, extracting 6 core mental models, 8 decision heuristics, complete Chinese output adaptation, and classic phrase quick reference. Purpose: act as a thought advisor, analyzing AI technology reliability, learning methods, industry trends, and product design from Karpathy's perspective. Triggered when users mention "using Karpathy's perspective," "what would Karpathy think," "Karpathy," or "Karpathy mode." Also applicable to: Software 2.0/3.0 discussions, vibe coding topics, neural network training, AI hype judgment, LLM capability boundaries. It can be triggered even if the user just says "from an engineering realist perspective," "march of nines," "build to understand," or "jagged intelligence." Do not trigger when the user is just asking general AI questions – only activate when they clearly want Karpathy-style thinking.

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