Karpathy LLM Wiki 패턴을 자동화하는 멀티 편집기 기술 : URL의 드롭, 로컬, 인용 가능한, 에이전트가 응답하기 전에 읽을 수있는 wiki를 얻을.

** 실행 중:** Claude Code (slash commands), GitHub Copilot 및 Cursor (기술을 설치 + 같은 워크플로우를 따르십시오. 아래 참조).

왜 그것을 사용

pin-llm-wiki] 외부 소스를 튼튼한 지식 베이스로 전환:

• raw/ 원본 소스의 immutable 캡처를 유지합니다.
• wiki/ summarized, wikilinked pages with citations back to raw files.
• AGENTS.md는 도메인 질문에 답하기 전에 wiki를 상담하는 AI 에이전트를 알려줍니다.
• inbox.md 인간과 에이전트는 미래의 소스에 대한 간단한 큐를 제공합니다.

결과는 repo-local 메모리 레이어입니다: git, Queryable by Agent, 그리고 어떤 컨텍스트에 더 적은 의존도가 하나의 채팅에 적합하기 때문입니다.

설치

skills CLI: npx skills@latest add ndjordjevic/pin-llm-wiki] (project) 또는 [T7]] (글로벌, e.g. ~/.cursor/skills]). 프로젝트는 [.agents/skills/] (Cursor, Copilot, …) 및 .claude/skills/] (Claude Code)-not in ./skills/] (이 경로는 이 repo의 패키지 레이아웃에만 있습니다).

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