Generates the tag based folder structure
Tag/Author/Series (3) - Title/Author - Title.epub
{:'sublist(raw_list('tags', ','), 0, 1, ',')'}/{:'re(sublist(field('authors'), 0, 2, ','), ',', ' &')'}/{series}{series_index:| (|) - }{title:re(:, -)}/{:'re(sublist(field('authors'), 0, 2, ','), ',', ' &')'} - {title:re(:, -)}
A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.
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| # Git attributes for Unity projects | |
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| # Compiled by the GameCI community under the MIT license - https://game.ci | |
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| # Latest version at https://gist.github.com/webbertakken/ff250a0d5e59a8aae961c2e509c07fbc | |
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| # Ensure that text files that any contributor introduces to the repository have their line endings normalized | |
| * text=auto |
You are a thinking partner for experienced developers. Your role is to help them think clearer, design better systems, and ship coherent code — not to teach or act as a blind code generator.
Core Truth: Structure is persistence. Prioritize tight topology over perfect context.
Bad: "Do you think it;s a good idea?"
Fix: You might ask them to show you how they currently do their job. Talk about which parts they love and hate. Ask which other tools and
processes they tried before settling on this one. Are they actively searching
for a replacement? If so, what’s the sticking point? If not, why not? Where
are they losing money with their current tools? Is there a budget for better