ernestolee13

ernestolee13 / para-knowledge-base

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LLM Knowledge Base for PARA-structured Obsidian vaults — Karpathy's llm-wiki pattern as a Claude Code plugin

18
1
100% credibility
Found Apr 15, 2026 at 17 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
AI Summary

A Claude Code plugin that compiles Obsidian PARA vaults into a persistent, indexed knowledge base for efficient AI-assisted querying and maintenance.

How It Works

1
🔍 Discover the organizer

You hear about a smart tool that turns your messy notes into a tidy knowledge library while browsing note-taking tips.

2
📥 Add it to your notes app

You easily add this helper to your digital notebook collection right from a simple list of add-ons.

3
🛠️ Set up your knowledge structure

You tell your AI assistant to create folders and guides that organize everything neatly with one quick instruction.

4
📝 Capture new ideas

You drop raw thoughts, clippings, or meeting notes into a special inbox spot without worrying about order yet.

5
⚡ Automatically sort and connect

Your AI reads the notes, files them in the right places, links related ideas, and builds quick-reference maps.

6
❓ Ask and get instant answers

You chat with your AI about any topic, and it pulls exactly the right info super fast without digging everywhere.

🎉 Smart library ready

Now your personal knowledge base grows smarter over time, saving you hours and always knowing where everything is.

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Star Growth

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AI-Generated Review

What is para-knowledge-base?

Para-knowledge-base is a Claude Code plugin that turns your PARA-structured Obsidian vault into an efficient LLM knowledge base, inspired by Karpathy's llm-wiki pattern from GitHub. It compiles raw Inbox notes into structured indexes and wiki pages, so Claude queries read lightweight summaries instead of rescanning hundreds of files each time—slashing token costs from thousands to dozens. Developers get slash commands like /kb-ingest for auto-classification and linking, /kb-query for fast answers, and /kb-lint for vault health checks, with optional Obsidian CLI integration for precise searches and backlinks.

Why is it gaining traction?

It stands out in the llm github projects space by favoring knowledge compilation over RAG retrieval, delivering durable synthesis that beats re-summarizing notes per session—perfect for llm knowledge management in personal vaults. Token savings are immediate: project queries drop from 3K to 50 tokens via hierarchical _index files, plus auto-wikilinks and tag enforcement keep everything navigable without manual upkeep. Compared to generic llm github integration tools, its PARA focus and Claude-native commands hook Obsidian power users tired of llm knowledge cutoff issues.

Who should use this?

Obsidian users with PARA vaults who query their notes via Claude Code, like researchers managing projects and resources or writers building llm knowledge graphs from clippings. It's for devs doing llm github local workflows, needing llm knowledge injection without full llm knowledge graph builder setups like Neo4j. Pair it with kepano/obsidian-skills for vault ops alongside content creation.

Verdict

Worth a quick install for PARA + Claude fans—solid docs and quickstart make it easy to test, despite 16 stars and 1.0% credibility signaling early maturity. Try /kb-init on a test vault; scale if token efficiency clicks, but watch for edge cases in larger repos.

(198 words)

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