ussumant

ussumant / llm-wiki-compiler

Public

Claude Code plugin that compiles markdown knowledge files into a topic-based wiki. Implements Karpathy's LLM Knowledge Base pattern.

44
2
100% credibility
Found Apr 05, 2026 at 44 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Shell
AI Summary

A plugin for Claude Code that compiles scattered markdown knowledge files into topic-based wiki articles to reduce context costs and provide instant synthesized answers.

How It Works

1
📰 Discover the note organizer

You hear about a helpful tool that turns your messy project notes into neat summary pages for your AI assistant.

2
📥 Bring it home

Download the tool and add it to your AI workspace with a few simple steps.

3
📂 Show it your notes

Run a quick setup to let it find all your folders full of notes and meeting summaries.

4
✨ Create your wiki

Hit compile and watch it magically sort and summarize everything into topic-based pages with links back to originals.

5
🔗 Link it to your AI

Add a note to your AI instructions so it checks these smart summaries first for answers.

🚀 Get instant insights

Now your AI gives fast, smart answers from organized knowledge, saving tons of time and effort.

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Star Growth

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AI-Generated Review

What is llm-wiki-compiler?

This Shell-based Claude Code plugin compiles your scattered markdown files—like meeting notes, research, and strategy docs—into a topic-based wiki with summaries, timelines, and backlinks. It slashes Claude's context costs by up to 90% by letting the LLM synthesize knowledge once, so sessions read compact articles instead of hundreds of raw files. Grab the claude code download from claude code github for a free claude code install that works with Obsidian.

Why is it gaining traction?

Developers love the staged adoption modes (staging to primary) that inject wiki context via hooks without touching your CLAUDE.md or AGENTS.md, plus commands like /wiki-init, /wiki-compile, and /wiki-query for easy incremental updates. Real token savings—84% per session on 383 files—make it a no-brainer for claude code pricing hawks, and Obsidian wikilinks turn the output into a browsable graph. It's a clean claude github plugin with claude code skills that echo Karpathy's base pattern.

Who should use this?

AI engineers and product leads managing 100+ markdown files in Claude Code workspaces, especially with claude github integration for repos full of session notes or research. Teams doing claude github code review or claude github actions on docs-heavy projects will cut re-reading drudgery. Skip if you're not deep into claude code leak workflows or claude github copilot setups.

Verdict

Worth a claude code free trial for heavy Claude users—solid docs and safety features shine despite 44 stars and 1.0% credibility score signaling early maturity. Test in staging mode before going primary; it's raw but delivers on cost wins. (187 words)

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