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skytiger6724
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llm-wiki-compiler

Scan configured directories and compile new knowledge files into Obsidian summaries with log entries.

2|Updated Apr 9, 2026
Search Tags:#summarization#obsidian#entity-tracking#knowledge-ingestion#llm-wiki#log-automation
One-click install
npx skills add https://github.com/skytiger6724/qwen-skills --skill llm-wiki-compiler
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: llm-wiki-compiler
Source: https://github.com/skytiger6724/qwen-skills/tree/main/llm-wiki-compiler
Command: npx skills add https://github.com/skytiger6724/qwen-skills --skill llm-wiki-compiler

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The LLM Wiki Compiler removes manual tracking of new research files by continuously scanning designated knowledge directories and integrating them into a structured Obsidian knowledge base, ensuring discoveries are promptly summarized and cataloged.

Core Features & Use Cases

  • Automated Detection: Watches Raw, Core, and Work directories to surface newly added markdown, text, or PDF resources while skipping system clutter.
  • Structured Compilation: Logs each source into Index, crafts summaries with core ideas, entities, and concepts, updates the Entity and Concept collections, and records every operation in the system log before finalizing.
  • Use Case: After gathering weekly insights, run this workflow to ingest each note, generate a summary, sync entities and concepts, and append a log entry so the wiki reflects the latest knowledge state.

Quick Start

Please scan the configured wiki directories for new files and compile them into Obsidian summaries with log entries.

Frequently Asked Questions about llm-wiki-compiler

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

FAQPage Schema
How do I automate knowledge ingestion for my Obsidian repository?▼

Automate knowledge ingestion for an Obsidian repository by scanning designated directories for new markdown, text, or PDF files, then compiling them into structured summaries with entity tracking and system logs.

How does entity tracking work when compiling markdown notes into an LLM Wiki?▼

Entity tracking works by extracting concepts from ingested notes, updating the Entity and Concept collections within the knowledge base, and logging each operation before finalizing the compilation.

Can I use this to generate incremental summaries for new PDF and text files?▼

Yes, you can generate incremental summaries for new PDF and text files by configuring data source paths to watch Raw, Core, and Work directories, automatically skipping system clutter during detection.

What is the best way to keep a personal knowledge base curated daily?▼

Keep a personal knowledge base curated daily by running an automated workflow that ingests gathered notes, generates summaries, syncs entities and concepts, and appends log entries to reflect the latest state.

Does the LLM Wiki Compiler work with existing Obsidian directories?▼

The LLM Wiki Compiler works with existing Obsidian directories by watching configured Raw, Core, and Work folders to surface newly added resources while skipping system clutter for structured compilation.

What are the limitations of automated knowledge ingestion for personal knowledge management?▼

Limitations of automated knowledge ingestion include dependency on configurable data source paths, restriction to markdown, text, or PDF artifacts, and the necessity to skip system clutter to maintain accurate entity and concept catalog updates.

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