# multica-ai/andrej-karpathy-skills

> A single CLAUDE.md file with four principles for Claude Code, derived from Andrej Karpathy's observations on common LLM coding pitfalls.

- Magnitude: 3.7 out of 10 — Steady
- Stars: 217,879 total · +29 stars measured 2026-10-10, 11:30–12:55 UTC, ≈ 105 by evening
- Star trust: star growth looks organic
- Category: AI agents · Created: 2026-01-27 · Last push: 2026-04-20
- GitHub: https://github.com/multica-ai/andrej-karpathy-skills · Page: https://gitnova.dev/en/r/multica-ai/andrej-karpathy-skills

## Useful for

- Add CLAUDE.md to a project so Claude Code asks clarifying questions instead of guessing
- Install the Claude Code plugin to apply the rules across all projects
- Enable the Cursor rule to get the same constraints inside the editor

## Why it’s here

- Star-counter measurements on 2026-10-10 (UTC), 11:30–12:55: 217850 → 217879 stars (+29). This is the change over that interval.
- Estimated end-of-day forecast: about +105 stars, using observed gains and the previous day.
- GitHub Trending today: #13, +279 stars.
- About 40 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 21,963
- Issues and pull requests: 165
- Watchers: 1,271
- Average over the last week: 219 per day
- Usual pace: 234 per day
- Stars in the last hour (measured): 20

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-11 … 2026-10-10: 292, 215, 199, 235, 223, 257, 310, 241, 194, 218, 178, 182, 196, 164, 177, 223, 183, 205, 209, 161, 301, 299, 152, 196, 227, 221, 197, 283, 305, 29

## Spotted in now

- GitHub Trending today: #13, +279 stars

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-10 13:04 UTC, updated every 30 minutes.