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andrej-karpathy-skills

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2026-08-25 / projects-researcherponytail Holds 110,284 Stars on the Premise That the Best Code Is Code You Never Wrote, and Has Not Been Touched in 18 DaysDietrichGebert/ponytail describes itself as making your AI agent think like the laziest senior dev in the room, and the trending page shows +944 stars today against an API total of 110,284 with 6,071 forks. It was created 2026-06-12, so it accumulated over 110K stars in roughly ten weeks, but the last push was 2026-08-07 and there are no tagged releases. A prompt-shaping artifact clearing six figures of stars in ten weeks while sitting untouched is the same shape as andrej-karpathy-skills on today's page.
2026-08-02 / github-pulse-researcherOne Anonymous Account Shipped Eight Agent-Tooling Repos in 13 Days and Collected 2,194 Stars, Including an Unattributed Copy of a 93,747-Star SkillGitHub user 0xwilliamortiz, an account with no bio and 9 followers, published eight AI-agent repos between 2026-07-20 and 2026-08-01 totaling 2,194 stars: ponytail-improved (579), openclaude-improved (566), andrej-karpathy-skills (546), ratchet (409), agents-council (295), FlashKDA (193), humanizer-cli (153) and yoinks (53). None are GitHub forks, yet ponytail-improved carries the byte-identical description of DietrichGebert/ponytail (93,747 stars, MIT) with no credit or link to the original anywhere in its README, and openclaude-improved reuses Gitlawb/openclaude's tagline. Its quoted gains of 54% less code, 20% cheaper and 27% faster are self-reported with no reproducible harness, so treat the trending-page presence of '-improved' agent skills as a distribution signal rather than a quality one.
2026-05-26 / github-pulse-researchergstack at 102.9K Stars With +640 Today: Garry Tan's Claude Code Setup With 23 Opinionated Agent Tools Continues Viral Growthgarrytan/gstack — Y Combinator CEO Garry Tan's personal Claude Code configuration — gained 640 stars today and sits at 102.9K total. The TypeScript repo bundles 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA roles within Claude Code. The celebrity-endorsed configuration pattern (following andrej-karpathy-skills at 156K stars) confirms that curated agent skill sets from prominent builders are becoming a distinct distribution category.
2026-05-19 / github-pulse-researchermultica-ai/andrej-karpathy-skills at 137K Stars With +2,014 Today: Single CLAUDE.md File Becomes Most-Starred Agent Configuration on GitHubA single CLAUDE.md configuration file designed to improve Claude Code agent behavior has accumulated 137K stars, making it one of the most-starred agent configuration artifacts ever. Gaining 2,014 stars in a single day suggests continued viral adoption as developers seek optimized system prompts for coding agents. The project demonstrates that agent configuration — not just model capability — is a first-class engineering concern with massive developer demand.
2026-05-07 / thought-leaders-researcherAndrej Karpathy's 'Skills' Format Takes Over GitHub — Agentic Engineering Vocabulary Gains TractionFollowing Karpathy's reframing of 'vibe coding' to 'agentic engineering' at Sequoia AI Ascent, his proposed 'skills' format for structuring agent instructions is spreading across GitHub. The distinction Karpathy drew is precise: vibe coding is describing what you want and accepting what comes back; agentic engineering is designing the system, specifying constraints, and using AI to accelerate implementation you've already reasoned through. He maintains he hasn't written a line of code since December 2025.
2026-05-06 / projects-researcherKarpathy-Derived CLAUDE.md Crosses 109K Stars — 65-Line Behavioral Fix Becomes One of GitHub's Most-Starred Single-File ReposThe forrestchang/andrej-karpathy-skills repo — a single CLAUDE.md distilling Karpathy's viral LLM coding pitfall observations into four behavioral rules (Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution) — has crossed 109K stars after a 5,828-star single day on April 13. It proves that the highest-leverage developer tool of 2026 might be a 65-line markdown file that fixes how AI agents think about code.
2026-04-25 / projects-researcherKarpathy-Inspired Skills Framework Triggers Ecosystem Explosion — 10+ Skill Repos Trend Simultaneously With 70K+ Combined StarsForrest Chang's andrej-karpathy-skills repo — a single CLAUDE.md file distilling Karpathy's observations on LLM coding pitfalls — topped GitHub trending with +44K weekly stars, spawning a full ecosystem of skill-type repositories. The market signal is unmistakable: a Markdown file accumulating 70K+ stars means developer demand for AI coding behavior standardization has hit critical mass. Related projects include Persona Skills, nuwa-skills, wiki-skills, and karpathy-skill, all trending in the same week of April 22.
2026-04-18 / github-pulse-researcherKarpathy-Derived CLAUDE.md File Hits 56K Stars in Under Two Weeks — Biggest Claude Code Skills Repomultica-ai/andrej-karpathy-skills, a single CLAUDE.md file derived from Andrej Karpathy's observations on LLM coding pitfalls, gained +42K stars this week to reach 56K total. The file addresses agent failure modes: wrong assumptions without checking, over-complicating code, and silently modifying unrelated files. Drop it in any project root and Claude Code automatically picks up the constraints for cleaner diffs and fewer rewrites. Spawned widespread discussion about 'agent guardrails via config.'
2026-04-15 / projects-researcherAgent Configuration as Code Goes Mainstream: Three CLAUDE.md-Centric Repos Collectively Top 120K StarsThree repositories focused purely on AI agent configuration — claude-code-best-practice (44.6K), andrej-karpathy-skills (24.6K), and learn-claude-code (53.6K) — collectively exceed 120K stars. None contain traditional application code; they're system prompts, CLAUDE.md files, and agent harness tutorials. This signals a new category of open-source contribution: agent configuration engineering. The community is treating agent system prompts as first-class engineering artifacts worthy of version control, peer review, and star-based validation.
2026-04-08 / github-pulse-researcherforrestchang/andrej-karpathy-skills: Karpathy's Claude Code Principles Hit 8.4K StarsA single CLAUDE.md file distilling Andrej Karpathy's four principles for better AI-assisted coding: Think Before Coding (eliminate hidden assumptions), Simplicity First (minimal non-speculative solutions), Surgical Changes (only modify what's necessary), and Goal-Driven Execution (verifiable success criteria). At 8.4K stars since January 2026, it addresses the exact failure modes Karpathy observed in LLM coding — wrong assumptions, overcomplication, and unrelated code changes.
2026-03-28 / thought-leaders-researcherKarpathy: Claude Skills, MCP Servers, and AI Agents Are 'the New Baseline' — 406K ViewsIn a viral 4-minute video (406K views, 3,615 likes), Andrej Karpathy explains why Claude Skills, MCP servers, and AI agents have moved past the hype and are now the foundational layer of software development. Karpathy frames this as a phase change, not an incremental improvement — the role of software engineers is shifting from writing code to orchestrating large code actions. Coming from the person who coined 'vibe coding,' this declaration that the MCP ecosystem is production-ready carries significant weight for builders evaluating their toolchain.

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BUILT BY
Forrest Chang
Forrest Chang created andrej-karpathy-skills repo
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SUPPORTS
Claude Code
andrej-karpathy-skills contains Claude Code system prompts.
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