Insights
Founder and builder perspectives on AI tools, thinking patterns, and the new way of working
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Karpathy's Skill Authoring Style: Distillation Over Accretion
The karpathy-guidelines skill is 65 lines. The Hermes superbundle is 144 skills. These represent opposite theories of how to encode AI capability. Karpathy's approach has specific advantages worth understanding.
Software 3.0: Karpathy's Framework Applied to Claude Code
Karpathy's Software 1.0/2.0/3.0 framing maps cleanly onto how Claude Code skills, prompts, and agentic workflows actually work. Here's the translation.
Vibe Coding: Karpathy's Term, Its Evolution, and What It Means in 2026
Karpathy coined 'vibe coding' in February 2025. It became Collins' Word of the Year. By 2026, the term had split into two very different practices. Here's where it stands.
What's Missing from Karpathy's Approach (and Why That's the Lesson)
Karpathy's guidelines say nothing about testing strategy, team collaboration, or long-term codebase health. Those omissions are intentional — and they teach something important about scope.
Best AI Skills for Browser Automation in 2026: 12 Compared
Top 12 browser-automation skills for Claude Code, ranked. Five are Playwright wrappers; the differentiated picks are accessibility-tree, native-UI, and API-backed.
Best AI Skills for Business & Marketing in 2026: 15 Compared
Top 15 Claude Code skills for marketing, copywriting, SEO, and competitive intel — ranked. AdMapix leads with 78.9K signal; 23-skill marketing bundles are the second wave.
Best AI Skills for Creative & Media in 2026: 15 Compared
Top 15 Claude Code skills for video, image generation, and UI design — ranked by usage and quality. Only two skills carry 5/5 quality: Remotion and Impeccable.
Best AI Skills for Data & Analytics in 2026: 15 Compared
Top 15 data and analytics skills for Claude Code, ranked. Stock-trading skills dominate; only 5 of 15 are general-purpose data tools.
Best AI Skills for Enterprise in 2026: 15 Compared
Top 15 enterprise-integration skills for Claude Code, ranked. GitHub leads, but two AI-makes-phone-calls skills crack the top 5 — a 2026 trend nobody saw coming.
Best AI Skills for First-Time Founders in 2026: The Solo-Founder Stack
A curated 12-skill stack for first-time founders — validation, MVP, GTM, ops — pulled from across categories. Not a ranking; a working setup.
Best AI Skills for Scientific & Research in 2026: 15 Compared
Top 15 research and science skills for Claude Code. Nine are web search; only three (Biomni, AnnData, ClinVar) are actual scientific tooling — and they're the only 3/5-quality picks.
Best AI Skills for Specialized Roles in 2026: 15 Compared
Top 15 specialist Claude Code skills — fortune-telling, legal docs, language tutoring, medical-device risk — all at similar install volume. Eclectic by design.