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Akindu23Akindu23/my-agent-skills/skills/karpathy-guidelines/SKILL.md

karpathy-guidelines

Skill4 starsChanged 5 months agoNo licenceView on GitHub

Karpathy guidelines. Use when implementing or making a surgical edit, or when another skill requires this discipline.

We split this skill into the rules it gives an agent

8 rules. 1 is common, 7 are distinctive, and 0 are very specific to this project.

  • 1

    Common

    Most of the 114 edited versions we read keep these.

  • 7

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 114 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

  • Other versions118 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 101

    1. forrestchang/andrej-karpathy-skills★ 217k35% same
    2. multica-ai/andrej-karpathy-skills★ 214k35% same
    3. ghostfolio/ghostfolio★ 9.6k35% same
    4. OpenBMB/PilotDeck★ 4.9k35% same
    5. didi/mpx★ 4k35% same
    6. hzm0321/real-time-fund★ 1.8k35% same
    7. x-tools-author/x-tools★ 1.1k35% same
    8. mxyhi/ok-skills★ 50935% same
    9. vtroisWhite/andrej-karpathy-skills★ 42635% same
    10. Y80/bmm★ 34435% same

    91 more not listed

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • Used alongsideProjects with it also use huashu-design, banner-design and 10 more.

    Other files people use alongside this one.

    Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
    • XIYBHKSkill

      huashu-design

      花叔Design（Huashu-Design）——用HTML做高保真原型、交互Demo、幻灯片、动画、设计变体探索+设计方向顾问+专家评审的一体化设计能力。HTML是工具不是媒介，根据任务embody不同专家（UX设计师/动画师/幻灯片设计师/原型师），避免web design tropes。触发词：做原型、设计Demo、交互原型、HTML演示、动画Demo、设计变体、hi-fi设计、UI mockup、prototype、设计探索、做个HTML页面、做个可视化、app原型、iOS原型、移动应用mockup、导出MP4、导出GIF、60fps视频、设计风格、设计方向、设计哲学、配色方案、视觉风格、推荐风格、选个风格、做个好看的、评审、好不好看、review this design。**主干能力**：Junior Designer工作流（先给假设+reasoning+placeholder再迭代）、反AI slop清单、React+Babel最佳实践、Tweaks变体切换、Speaker Notes演示、Starter Components（幻灯片外壳/变体画布/动画引擎/设备边框）、App原型专属守则（默认从Wikimedia/Met/Unsplash取真图、每台iPhone包AppPhone状态管理器可交互、交付前跑Playwright点击测试）、Playwright验证、HTML动画→MP4/GIF视频导出（25fps基础 + 60fps插帧 + palette优化GIF + 6首场景化BGM + 自动fade）。**需求模糊时的Fallback**：设计方向顾问模式——从5流派×20种设计哲学（Pentagram信息建筑/Field.io运动诗学/Kenya Hara东方极简/Sagmeister实验先锋等）推荐3个差异化方向，展示24个预制showcase（8场景×3风格），并行生成3个视觉Demo让用户选。**交付后可选**：专家级5维度评审（哲学一致性/视觉层级/细节执行/功能性/创新性各打10分+修复清单）。

      Also in 3 projects that use this

    • seikaikyoSkill

      banner-design

      Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with optional generated or supplied visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, Instagram, Google Display, website hero, print. Styles: minimalist, gradient, bold typography, photo-based, illustrated, geometric, retro, glassmorphism, 3D, neon, duotone, editorial, collage.

      Also in 4 projects that use this

    • rogue-dev-studioSkill

      github-cli

      GitHub CLI authentication and workflow configuration. Use when the project needs this capability or the user / team manifest asks for it. Use for specialized `github-cli` work when listed in TEAM.yaml or explicitly requested.

      Also in 3 projects that use this

    • LLl0k0laDSkill

      idea-refine

      Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.

      Also in 4 projects that use this

    • OpenAISkill

      using-superpowers

      Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

      Also in 7 projects that use this

    • GoogleSkill

      writing-great-skills

      Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.

      Also in 5 projects that use this

  • In this repository43 other files it gives its agents.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

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Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

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