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LLM Wiki

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.

The core idea

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.

@brunoarmanelli
brunoarmanelli / UsodaAPIdoSIU.md
Last active August 10, 2026 09:58
Pesquisa e Documentação - SIU Mobile

Projeto Nuuh! (antigo ChatBUS) — Uso da API do SIU Mobile

Muitas frustrações com o aplicativo oficial SIU Mobile me motivaram a escrever essa documentação. Toda a API foi especificada com o máximo de informações encontradas.

Avaliação da API

A API apresenta estrutura simples, mas mal elaborada. Possui falhas graves de segurança, tecnologia obsoleta e troca de dados sem criptografia. É estável e tem baixa latência.

Oito anos depois da primeira edição deste documento, continuo achando a API mal elaborada — mas tenho que reconhecer uma coisa: ela não morre. Sobreviveu à BHTrans, à troca de domínio (mobile-l.sitbus.com.br virou bhz.siumobile.com.br), à inclusão de uma versão intermediária no path (/siumobiletacomapp/) e ao surgimento dos endpoints "V3" sem que os antigos fossem descontinuados. É o tipo de legado que se mantém por pura teimosia.

@mycarta
mycarta / fermi_framework_v4.md
Created February 27, 2026 18:49
A framework for human-AI collaborative Fermi estimation, codified from Weinstein's Guesstimation books.

The Laws of Fermi Problem Solving (v4)

A Framework for Human-AI Collaborative Estimation


Introduction

Fermi problems challenge us to estimate quantities with limited information, relying on logical reasoning and approximate data. These methods, pioneered by physicist Enrico Fermi, are invaluable in science, engineering, and everyday problem-solving.

This framework codifies the methodology from Lawrence Weinstein's Guesstimation books into a structured set of laws that enable effective human-AI collaboration on estimation problems. The mechanical laws (LAW0-LAW11) handle arithmetic and formatting. The estimation laws (LAW-INTERPRET, LAW-ESTIMATE, LAW-BOUNDS, LAW-PROCEED, LAW-DECOMPOSE, LAW-VALIDATE, LAW-REPORT) address the critical judgment layer: knowing when and how to guess, and when to ask for help.

@DartPower
DartPower / ms-office-dl-links
Last active August 10, 2026 09:58
MS Office Download Links
@conradcaffier03
conradcaffier03 / SKILL.md
Created July 26, 2026 10:07
youtube-analyzer/SKILL.md — break down any YouTube video with Claude Code. One drop-in file, no API key, no account. Free from @buildwith.conrad
name youtube-analyzer
description Use when the user gives a YouTube URL and wants the video broken down — transcript, structure, hook, key moments, or the script formula behind it. Works on 5-minute clips and 2-hour talks. Triggers on "/youtube-analyzer <url>", "analyze this video", "break down this video", "what's in this video", "steal this structure".

🆓 YouTube Analyzer — break down any video without watching it

A 40-minute video holds maybe six minutes of signal. You either burn the 40 minutes, or you skip it and never find out. This skill reads the whole thing for you and hands back the structure: the hook, the beats, the timestamps that matter, and the script formula you can reuse.

@junyixu
junyixu / atuin.sh
Created April 21, 2026 20:17
每个文件夹显示不同的历史记录;MC 搜索,别补全上一条重复历史记录, e.g., git status; git status
# https://www.aloxaf.com/2024/02/manage_zsh_shell_with_atuin/
export ATUIN_TMUX_POPUP=false
# shellcheck disable=SC2034,SC2153,SC2086,SC2155
# Above line is because shellcheck doesn't support zsh, per
# https://github.com/koalaman/shellcheck/wiki/SC1071, and the ignore: param in
# ludeeus/action-shellcheck only supports _directories_, not _files_. So
# instead, we manually add any error the shellcheck step finds in the file to
# the above line ...
@dmitry-osin
dmitry-osin / gorm-cheatsheet-rus.md
Created September 7, 2025 17:39
Шпаргалка GORM (Go ORM)

Подробная шпаргалка по GORM (Go ORM) на примере блога с сущностями User, Post, Tag + доп. пример полиморфизма (Comment).


1. Установка и базовая инициализация

go get -u gorm.io/gorm
go get -u gorm.io/driver/postgres
@gene1wood
gene1wood / how-to-disable-google-search-ai-overview-in-firefox.md
Last active August 10, 2026 09:50
How to disable Google Search AI Overview in Firefox
  • In Firefox, open a tab to about:config
  • Enter browser.urlbar.update2.engineAliasRefresh and click the + sign on the right
    • This will now show the value for the Boolean as true which is correct
    • By setting this to true you enable the option to add a custom search engine to Firefox
  • Go to Settings or navigate to about:preferences#search
  • Under Search Shortcuts click Add
    • Search enging name : Google without AI
    • Engine URL : https://www.google.com/search?client=firefox-b-1-d&channel=entpr&udm=14&q=%s
    • Alias (if there is an alias field present) : gnai or whatever alias you'd like here. This is not required
  • Click Add Engine
@ali-awwad
ali-awwad / laravel-on-azure-web-app-startup-command.sh
Last active August 10, 2026 09:49
Laravel On Azure Web Apps. Enabling Queues and Job Workers as well
# name this file as "startup.sh" and call it from "startup command" as "/home/startup.sh"
# check out my YouTube video "https://youtu.be/-PGhVFsOnGA"
cp /home/default /etc/nginx/sites-enabled/default
cp /home/php.ini /usr/local/etc/php/conf.d/php.ini
# install support for webp file conversion
apt-get update --allow-releaseinfo-change && apt-get install -y libfreetype6-dev \
libjpeg62-turbo-dev \
@CharlieScarver
CharlieScarver / AdventureTime.csv
Last active August 10, 2026 09:44 — forked from austinpray/AdventureTime.csv
List of important adventure time episodes
Season Episode Title Reason
1 5 The Enchiridion A good intro to the series, plus introduces the important Enchiridion
1 2 Trouble in Lumpy Space* Introduces LSP (episode out of order)
1 3 Prisoners of Love Introduces Ice King and his obsession (episode out of order)
1 7 Ricardio the Heart Guy Finn and PB development, Sets a returning plot
1 8 Business Time* First mention of Ooo being post-apocalyptic
1 9 My Two Favorite People Intros the Jake and Lady Rainicorn plotline
1 10 Memories of Boom Boom Mountain A look at how Finn was adopted into Jake's Family
1 12 Evicted! Intros Marceline