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Knowledge Management Blueprint

Build a Self-Organizing Knowledge Base With AI

AgriciDanielMay 2026

Claude + Obsidian wiki that grows intelligently as you add sources. AI automatically extracts concepts, maintains cross-references, and cites your knowledge base—not training data.

Wiki OrchestrationSource IngestionKnowledge QueryingWiki MaintenanceConversation FilingAutonomous ResearchVisual Canvas

Install Command

Run this command to deploy the blueprint to your environment.

What does this do

Most AI assistants answer from training data, forgetting what you've told them. You end up re-explaining context in every conversation. Knowledge never compounds. And when you ask questions, you can't trust if the answer comes from your actual sources or the model's background knowledge.

How It Works

You drop sources into your Obsidian vault. Claude reads them, extracts entities and concepts, creates cross-referenced wiki pages, and maintains a 'hot cache' of recent context. When you ask questions, Claude reads the hot cache first, then your wiki index, then drills into relevant pages—and cites specific wiki pages, not training data. Every source you add and every question you ask makes the wiki richer. The vault is the product. Chat is just the interface.

Included Skill Groups

Key Features

Auto-organize sources

Ingest articles, transcripts, PDFs, images, or URLs. Claude automatically creates 8-15 wiki pages per source with entities, concepts, cross-references, and a hot cache update.

Query with citations

Ask questions and get answers synthesized from your wiki with citations to specific pages—not training data. File good answers back to keep knowledge compounding.

Health checks & maintenance

Lint finds orphan pages, dead links, stale claims, missing cross-references, and contradictions. Keep your wiki healthy without manual cleanup.

Autonomous research

Tell Claude a topic. It runs iterative web searches, fetches sources, synthesizes findings, and files everything into your wiki automatically.

Visual reference layer

Create visual canvases to organize images, PDFs, text cards, and wiki pages with auto-positioning and semantic zones.

Key Features

Auto-organize sources

Ingest articles, transcripts, PDFs, images, or URLs. Claude automatically creates 8-15 wiki pages per source with entities, concepts, cross-references, and a hot cache update.

Query with citations

Ask questions and get answers synthesized from your wiki with citations to specific pages—not training data. File good answers back to keep knowledge compounding.

Health checks & maintenance

Lint finds orphan pages, dead links, stale claims, missing cross-references, and contradictions. Keep your wiki healthy without manual cleanup.

Autonomous research

Tell Claude a topic. It runs iterative web searches, fetches sources, synthesizes findings, and files everything into your wiki automatically.

Visual reference layer

Create visual canvases to organize images, PDFs, text cards, and wiki pages with auto-positioning and semantic zones.

Tools in this Blueprint

Obsidian
Claude logo
4.7(315 reviews)
Obsidian Local REST API
Dataview plugin

About This Blueprint

License
MIT
Industry
Technology
Skills
1 workflows, 0 sub-skills, 7 standalone