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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.

@lltx
lltx / terminal-setup.md
Last active July 10, 2026 14:17
🚀 现代化终端配置指南 - Ghostty + Zoxide + Yazi + Oh-My-Zsh

🚀 现代化终端配置指南

Ghostty + Zoxide + Yazi + Oh-My-Zsh 完整配置

📦 工具列表

  • Ghostty - 现代化 GPU 加速终端模拟器
  • Zoxide - 智能目录跳转工具(cd 的智能替代)
  • Yazi - 快速终端文件管理器
  • Oh-My-Zsh - Zsh 配置框架
@brookeburdick
brookeburdick / monorepo_load_guide.md
Last active July 10, 2026 14:17
Monorepo Load & Throttling Investigation Guide

Monorepo Load & Throttling Investigation Guide

This guide explains how to gather and present Splunk data for large monorepo customers experiencing throttling, replica pressure, or widespread fetch/clone slowness. This doc is not an in-depth engineering guide, but a guide to help customers on the top-level understand how their load can impact repo stability.

This guide is Governor-centric. Governor is where repo-wide throttling actually happens and where backend load is most accurately measured. Other indexes are useful for context, but they do not show where load is coming from in a way that explains throttling.

The goal is to identify which users, bots, IPs, subnets, and operation patterns are filling Governor quota buckets and causing repo-wide pain, and to clearly separate load drivers from throttle victims.

If you want to learn more about making Splunk Reports and Alerts in Slack, ping @brookeburdick.

@Trenly
Trenly / README.md
Last active July 10, 2026 13:47
Install Winget to the Windows Sandbox Base Image

This powershell script modifies the Base Image, or the Virtual Hard Disk, which the Windows Sandbox launches upon startup. It will copy the required files to the sandbox and add a registry key which will install them upon startup. By default the script will install the latest stable release of Winget. You can specify to use the latest pre-release with the -PreRelease switch.

When a new version of Winget is released, run this script again to update the installation in the sandbox to the latest version

# Name Type 1 Type 2 Total HP Attack Defense Sp. Atk Sp. Def Speed Generation Legendary
1 Bulbasaur Grass Poison 318 45 49 49 65 65 45 1 False
2 Ivysaur Grass Poison 405 60 62 63 80 80 60 1 False
3 Venusaur Grass Poison 525 80 82 83 100 100 80 1 False
3 VenusaurMega Venusaur Grass Poison 625 80 100 123 122 120 80 1 False
4 Charmander Fire 309 39 52 43 60 50 65 1 False
5 Charmeleon Fire 405 58 64 58 80 65 80 1 False
6 Charizard Fire Flying 534 78 84 78 109 85 100 1 False
6 CharizardMega Charizard X Fire Dragon 634 78 130 111 130 85 100 1 False
6 CharizardMega Charizard Y Fire Flying 634 78 104 78 159 115 100 1 False
@choco-bot
choco-bot / Install.txt
Created July 10, 2026 13:41
colorconsole.portable v4.03 - Failed - Package Tests Results
2026-07-10 13:40:45,012 4964 [DEBUG] - XmlConfiguration is now operational
2026-07-10 13:40:45,276 4964 [DEBUG] - Adding new type 'CygwinService' for type 'IAlternativeSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,292 4964 [DEBUG] - Adding new type 'CygwinService' for type 'IInstallSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,292 4964 [DEBUG] - Adding new type 'PythonService' for type 'IAlternativeSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,292 4964 [DEBUG] - Adding new type 'PythonService' for type 'IListSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,292 4964 [DEBUG] - Adding new type 'PythonService' for type 'IInstallSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,292 4964 [DEBUG] - Adding new type 'PythonService' for type 'IUninstallSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,309 4964 [DEBUG] - Adding new type 'RubyGemsService' for type 'IAlternativeSourceRunner' from assembly 'choco'
2026-07-10 13:40:45,309 4964 [DEBUG] - Adding new typ
@EverythingSmartHome
EverythingSmartHome / All open windows and doors
Last active July 10, 2026 13:33
A collection of useful templates for Home Assistant dashboards
{{ states.binary_sensor
| selectattr('attributes.device_class', 'in', ['door','window'])
| selectattr('state', 'equalto', 'on')
| list | count }}
@esafwan
esafwan / DESIGN.MD
Last active July 10, 2026 13:19
DESIGN.MD Creator Master prompt
You are a senior frontend design-systems auditor and UI documentation agent.

Your task is to inspect an existing React frontend codebase and generate a high-quality DESIGN.md file in the DESIGN.md format.

Goal
Create a DESIGN.md that accurately captures the current design system already present in the codebase, not an imagined redesign.