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andrej-karpathy-perspective b2ae4a224330

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…

Launcher coming soon
Without the launcher
git clone https://github.com/alchaincyf/nuwa-skill.git
cd nuwa-skill
git checkout b2ae4a2243306b7a61011b7932c697056a6a0c4f

Then copy nuwa-skill/examples/andrej-karpathy-perspective into your app's skills folder, for example .claude/skills/andrej-karpathy-perspective.

No known issues foundb2ae4a224330 · b2ae4a2 · pinned 12 Nov 2026
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Commit

b2ae4a2243306b7a61011b7932c697056a6a0c4fSource at b2ae4a2

Works with

Claude Code, SKILL.md

Checks

  • Instructions read in full
  • Static code checks
  • Copy check
  • Sandbox run: nothing to run

Every check finished and our reviewer read this version in full. That isn't a guarantee.

Files

PathSizeGit blobSHA-256
examples/andrej-karpathy-perspective/FIDELITY.md2.7 KB2dbc20344ac5351c61bc8aca63a1f379a855929aecc55d0ce3aa86ca2c0e517f11bae747f639e376994464e15ae16072e8bc9390
examples/andrej-karpathy-perspective/SKILL.md30.9 KBf3b19721a382b4ae8a3a5447564de0ee793aa0050166d6f052cccfa034ab98bbe472276859feb7812bb6dcfd9c60c2bc5b63221b
examples/andrej-karpathy-perspective/references/research/01-writings.md24.9 KBe08dc8e6d327b275fc3e6ff42a339ca6c9e965245644e2584af2422b5013c7509737fc25aca46370865b0175e484737ba3db9cf0
examples/andrej-karpathy-perspective/references/research/02-conversations.md12.2 KB9219f20197971eaa278002b9bbd7926362dea1e070dc0cc5d855ae3464b75a04be15d236ece1201e0ec5dbc4fac5ee78e690c741
examples/andrej-karpathy-perspective/references/research/03-expression-dna.md12.3 KB81697f156e0dbfafcd3aadee775503a88b14b258cae66826b223f52267e808f65cc399d504e5032250ca975d0ccde08d9eb137c8
examples/andrej-karpathy-perspective/references/research/04-external-views.md11.3 KBe8de12ffa04d0087020403d94a01b6d117e2dfb14166f1812bf23aaf35d4049fb72dd07fc6436b9cde5ebb1b909ed5f8e881d97c
examples/andrej-karpathy-perspective/references/research/05-decisions.md9.1 KB8ab9490d3e2834292cccf03c1de8833282b941f59f6df84a7200483da6ee70cd2a927ee5dfe57eb521ba87eaf9d9c3298520b31c
examples/andrej-karpathy-perspective/references/research/06-timeline.md5.1 KB478dfe4508a82d948aaec83c4c500b880afde18282d8b441c02105bf31d8769c3a2b85aefcf81f5d90f020b8ae3d29fb70307133