一项Claude代码技能，用于构建和维护个人LLM管理的维基——一个持续且可叠加的知识库，LLM负责所有的写作、交叉引用和簿记，而你则整理资料并提问。

🇹🇷 Türkçe için README.tr.md

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快速启动

在您的研究文件夹中开启新的Claude代码会话：

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特色

与 RAG 不同——即 LLM 在每次查询中从原始文档中重新发现答案——这种模式是让 LLM 编译原始源代码，形成一个持久且相互关联的标记降级维基。每个新源代码都丰富了现有页面。交叉引用被积极构建。矛盾被标记。知识随着时间积累。

实现Karpathy的LLM Wiki模式，作为完整的Claude代码技能，拥有8种操作模式（包括多维基路由）、5个幂等Python脚本、8个页面模板和11个参考文档。

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要求

• Claude Code 或任何兼容 agentskills.io 的代理
• Python 3.9+（仅标准库，适用于包含的5个脚本——无需安装 pip）

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安装

选项1 — git克隆（推荐）

选项2 — GitHub CLI（需要gh CLI v2.90+）

选项3 — .skill文件

LLM Wiki Manager

A Claude Code skill for building and maintaining a personal LLM-managed wiki — a persistent, compounding knowledge base where the LLM does all the writing, cross-referencing, and bookkeeping while you curate sources and ask questions.

🇹🇷 Türkçe için README.tr.md

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Quick Start

git clone https://github.com/sametbrr/llm-wiki-manager ~/.claude/skills/llm-wiki-manager

Start a new Claude Code session in your research folder:

mkdir ~/research/my-topic && cd ~/research/my-topic && claude
> "Set up an LLM wiki here. Topic: history of nutrition science."

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Features

Instead of RAG — where the LLM rediscovers answers from raw documents on every query — this pattern has the LLM compile raw sources into a persistent, interlinked markdown wiki. Each new source enriches existing pages. Cross-references are built eagerly. Contradictions are flagged. Knowledge compounds over time.

Implements Karpathy’s LLM Wiki pattern as a full Claude Code skill with 8 operating modes (including multi-wiki routing), 5 idempotent Python scripts, 8 page templates, and 11 reference documents.

Without this pattern          With this pattern
────────────────────          ──────────────────
Query 1 → re-read 50 docs     Query 1 → read compiled wiki (already synthesized)
Query 2 → re-read 50 docs     Query 2 → read updated wiki (cross-refs already there)
Query 3 → re-read 50 docs     Query 3 → read updated wiki (contradictions already flagged)

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Requirements

• Claude Code or any agentskills.io-compatible agent
• Python 3.9+ (stdlib only, for the 5 included scripts — no pip install needed)

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Installation

Option 1 — git clone (recommended)

git clone https://github.com/sametbrr/llm-wiki-manager ~/.claude/skills/llm-wiki-manager

Option 2 — GitHub CLI (requires gh CLI v2.90+)

gh skill install sametbrr/llm-wiki-manager

Option 3 — .skill file

curl -L -o llm-wiki-manager.skill \
  https://github.com/sametbrr/llm-wiki-manager/releases/latest/download/llm-wiki-manager.skill
unzip llm-wiki-manager.skill -d ~/.claude/skills/llm-wiki-manager

After installing, start a new Claude Code session. The skill loads automatically when relevant.

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Usage

The skill auto-detects which mode applies from natural language. No slash commands needed.

Modes