the-knowledge-guy

Overview

the-knowledge-guy is an innovative tool that transforms any PDF or EPUB document into a structured skill compatible with Claude Code. This allows users to query their entire bookshelf with a single, insightful question.

This project addresses a common issue encountered when dealing with large volumes of information found in lengthy books. By streamlining the process of converting texts into a queryable knowledge skill, users can easily extract meaningful insights without the burden of manual summaries, which often become outdated or overlook important details.

Key Features

Efficient Ingestion with /book-to-skill

• Map-Reduce Pipeline: The tool employs a sophisticated map-reduce ingestion process that converts a document into a two-tier Claude Code skill.
• Tiered Structure: The output consists of a concept map that remains constantly loaded (around 3K tokens) and on-demand access to chapter toolkits for deeper dives (about 1K tokens each). For instance, a 600-page book can be queried effectively using just a few thousand tokens, forming a practical balance between depth and accessibility.

Interactive Querying with /the-knowledge-guy

• Real-time Routing and Auto-discovery: This interactive router scans for available skills and processes queries across multiple books simultaneously, synthesizing comprehensive answers with citations directly sourced from the texts.
• Learning Mode: Users can engage with topics step-by-step, complete with quizzes and track their learning progress.

Mode-Specific Functionalities

Output Generation

Each interaction creates a self-contained HTML artifact that allows users to review and revisit the generated insights. This output not only enhances usability but also supports organized documentation through a structured catalog.

Architectural Insights

The design principles emphasize:

1. Auto-discovery of skills without manual configuration.
2. Two-tier structure for efficient retrieval of information.
3. Python for mechanical tasks, with high-level intelligence managed by Claude.
4. Parallel processing by default, enhancing query responses and educational engagement.

Limitations

While the-knowledge-guy is optimized for technical and non-fiction prose, users should note that:

• It performs best with materials of 50–500 pages in length.
• Scanned PDFs lacking OCR may not yield optimal results.
• Books dense with images will incur additional processing time and cost.

Getting Started

To initiate the process, simply run the following command for your first book:

/book-to-skill /path/to/book.pdf

This command will flow into a genre prompt and estimate costs before setting up your queryable skill.

In summary, the-knowledge-guy enhances how individuals interact with literature, offering not just answers but pathways to knowledge through structured learning and efficient queries.