这是一种多编辑技能，可以自动化Karpathy大型语言模型Wiki模式：插入URL，获取一个本地、可引用、交叉引用的维基，供代理在回答前阅读。

运行地点： Claude Code（斜杠命令）、GitHub Copilot 和 Cursor（安装技能 + 遵循相同工作流程;见下文）。

为什么要用它

pin-llm-wiki 将外部资源转化为持久的知识库：

• raw/ 保留原始源的不可变捕获。
• wiki/ 包含摘要的维基链接页面，引用回原始文件。
• AGENTS.md 告诉 AI 代理在回答域名问题前先查阅维基。
• inbox.md 为人类和代理提供了未来源的简单队列。

结果是一个仓库本地内存层：可以在 git 中审查，代理可查询，且更不依赖于一个聊天中恰好能涵盖的上下文。

安装

使用 skills CLI： [npx skills@latest add ndjordjevic/pin-llm-wiki（项目）或 [-g（全局，例如 ~/.cursor/skills）。项目安装在 .agents/skills/（光标、副驾驶等）和 .claude/skills/（Claude 代码）——不在 ./skills/（该路径仅为该仓库的包布局）。

pin-llm-wiki

A multi-editor skill that automates the Karpathy LLM Wiki pattern: drop in URLs, get a local, citable, cross-referenced wiki that agents can read before answering.

Where it runs: Claude Code (slash commands), GitHub Copilot and Cursor (install the skill + follow the same workflows; see below).

Why use it

pin-llm-wiki turns external sources into a durable knowledge base:

• raw/ keeps immutable captures of the original sources.
• wiki/ holds summarized, wikilinked pages with citations back to raw files.
• AGENTS.md tells AI agents to consult the wiki before answering domain questions.
• inbox.md gives humans and agents a simple queue for future sources.

The result is a repo-local memory layer: reviewable in git, queryable by agents, and less dependent on whatever context happens to fit in one chat.

Install

Use the skills CLI: npx skills@latest add ndjordjevic/pin-llm-wiki (project) or -g (global, e.g. ~/.cursor/skills). Project installs land in .agents/skills/ (Cursor, Copilot, …) and .claude/skills/ (Claude Code)—not in ./skills/ (that path is only this repo’s package layout).

For Claude Code + Cursor + Copilot in one repo, create .claude first so the CLI can install one real copy under .agents/skills/ and symlink Claude Code to it.

mkdir -p .claude
npx skills@latest add ndjordjevic/pin-llm-wiki \
  --agent claude-code --agent cursor --agent github-copilot -y

npx skills@latest add ndjordjevic/pin-llm-wiki -g   # global

Use --agent … for a predictable layout in agent terminals. --list, skills.sh, npx skills@latest add --help.

Update

Refresh the skill files from GitHub. Scope should match how you installed:

# Project install: from that repo’s root, or force project scope
npx skills@latest update pin-llm-wiki -p

# Global install
npx skills@latest update pin-llm-wiki -g

Use -y to skip interactive scope prompts (the CLI can auto-pick project vs global when only one applies). skills update may recreate agent directories you do not use; delete those folders if you want a minimal tree. See npx skills@latest update --help.

Quickstart

Inside the repo that should become a wiki:

/pin-llm-wiki init
/pin-llm-wiki ingest https://github.com/org/repo
/pin-llm-wiki queue https://example.com
/pin-llm-wiki ingest
/pin-llm-wiki lint

After init, follow the generated wiki’s AGENTS.md; it is the operating manual for agents working in that knowledge base.

Commands