---
title: "Jiayuan Zhang (@forrestchang) skills · skilld"
canonical_url: "https://skilld.dev/gh/forrestchang"
meta:
  description: "1 agent skill written by Jiayuan Zhang on skilld. llm-coding, guidelines, code-review."
  "og:description": "1 agent skills written by Jiayuan Zhang."
  "og:title": "Jiayuan Zhang on skilld"
---

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![Avatar for Jiayuan Zhang](https://skilld.dev/_img/avatar?url=https%3A%2F%2Fgithub.com%2Fforrestchang.png)

# **Jiayuan Zhang**

[@forrestchang](https://github.com/forrestchang)person

Building @multica-ai

1 skill 216k Synced 2 months ago

Mostly·llm-coding, guidelines, code-review

[GitHub](https://github.com/forrestchang) [Website](http://blog.jiayuanzhang.com/)

## Skills

### [forrestchang/andrej-karpathy-skills](https://skilld.dev/gh/forrestchang/andrej-karpathy-skills)

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

1 skill 216k

`npx skilld add forrestchang/andrej-karpathy-skills`

- [

  **/karpathy-guidelines**216k

  Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria. /karpathy-guidelines by forrestchang](https://skilld.dev/gh/forrestchang/andrej-karpathy-skills)

Curated skills from @forrestchang. Checked GitHub just now