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andrej-karpathy-perspective

100 / 100 · Low risk

Fine to try.

By alchaincyf/nuwa-skill (GitHub) · coding · 38,208 stars · scanned at commit b2ae4a2

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。

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'andrej-karpathy-perspective' ] || [ -L ~/.agents/skills/'andrej-karpathy-perspective' ]; then echo 'A skill folder named andrej-karpathy-perspective already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/alchaincyf/nuwa-skill' "$d" && git -C "$d" checkout --quiet 'b2ae4a2243306b7a61011b7932c697056a6a0c4f' -- 'examples/andrej-karpathy-perspective' && mkdir -p ~/.agents/skills && cp -R "$d"/'examples/andrej-karpathy-perspective' ~/.agents/skills/'andrej-karpathy-perspective' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'andrej-karpathy-perspective' ~/.claude/skills/'andrej-karpathy-perspective' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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