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siddsachar
siddsacharCOMMUNITY
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knowledge_base

Organize personal knowledge across graph, documents, and wiki vault.

1.4k|169|Updated Mar 6, 2026
Search Tags:#documents#retrieval#memory#organization#wiki#knowledge-graph#knowledge-base
One-click install
npx skills add https://github.com/siddsachar/row-bot --skill knowledge-base-siddsachar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge_base
Source: https://github.com/siddsachar/row-bot/tree/main/bundled_skills/knowledge_base
Command: npx skills add https://github.com/siddsachar/row-bot --skill knowledge-base-siddsachar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manage the user's personal knowledge base by integrating a knowledge graph, a document store, and a wiki vault to keep memories, notes, and references organized and easily searchable.

Core Features & Use Cases

  • Knowledge Graph: Entities and relations stored in a searchable graph database.
  • Document Store: Upload files (PDF, docs, text) that are chunked and vectorized for retrieval.
  • Wiki Vault: Auto-exported markdown files with YAML frontmatter and wiki-links that mirror the knowledge graph.
  • Memory Management & Retrieval: Save memories, link related items, and retrieve context across graph, docs, and wiki vault.
  • Use cases: organizing research notes, onboarding knowledge, and building a personal knowledge base that travels with you.

Quick Start

Save an entity with a description and link related memories to start building your knowledge base.

Frequently Asked Questions about knowledge_base

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a personal knowledge base that links notes and documents together?▼

You can build a personal knowledge base by saving memory entities, linking related items, and uploading documents. The system organizes everything across a knowledge graph, document store, and wiki vault for fast retrieval.

How does hybrid search work across a knowledge graph and document store?▼

Hybrid search retrieves context by simultaneously querying the knowledge graph for linked entities, the document store for vectorized chunks, and the wiki vault for markdown articles.

Can I upload PDFs and text files to a knowledge base for automatic vectorized retrieval?▼

Yes, you can upload files like PDFs, docs, and text files. The document store automatically chunks and vectorizes the content so you can retrieve information quickly.

How do I export a knowledge graph into markdown wiki articles with frontmatter?▼

The wiki vault automatically exports markdown files featuring YAML frontmatter and wiki-links. These files mirror your knowledge graph to provide an accessible, local wiki.

Does managing project memory require a wiki vault and knowledge graph setup?▼

Managing project memory utilizes all three structures: a knowledge graph for linked entities, a document store for files, and a wiki vault for exported markdown articles.

What is the best way to organize research notes and associated documents together?▼

Organize research notes by creating memory entities with descriptions, linking related memories, and uploading associated documents to the document store for centralized management.

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