I used Claude Code to discover connections between 100 books
I think LLMs are overused to summarise and underused to help us read deeper. I built a system for Claude Code to browse 100 non-fiction books and find interesting connections between them. I started out with a pipeline in stages, chaining together LLM calls to build up a context of the library. I was mainly getting back the insight that I was baking into the prompts, and the results weren't particularly surprising. On a whim, I gave CC access to my debug CLI tools and found that it wiped the floor with that approach. It gave actually interesting results and required very little orchestration…
I used Claude Code to discover connections between 100 books launched on January 10, 2026 with 524 votes, #17 of 14,584 launches that month and more than 99% of that year's launches.
In plain words
A system that uses Claude Code to analyze connections across 100 non-fiction books and surface thematic links between them. The tool is designed for readers seeking deeper engagement with texts rather than summaries. It works by giving Claude Code access to a command-line interface to explore the library, discovering unexpected patterns and relationships between ideas across different works.
written from the facts on this page · September 2026
From the sources
Thematic links across books, automatically discovered by Claude.
In the maker’s words, at launch
I think LLMs are overused to summarise and underused to help us read deeper. I built a system for Claude Code to browse 100 non-fiction books and find interesting connections between them. I started out with a pipeline in stages, chaining together LLM calls to build up a context of the library. I was mainly getting…
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