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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.

@SMSAgentSoftware
SMSAgentSoftware / Check-SecureBootCerts.ps1
Last active May 27, 2026 18:55
PowerShell script to check whether the SecureBoot databases contain updated certificates
#Requires -RunAsAdministrator
# Function to read Secure Boot databases (db, KEK, PK, dbx) and parse entries
# Thanks to Chat-GPT 5
function Read-SecureBootDatabase {
[CmdletBinding()]
param(
[ValidateSet('db','KEK','PK','dbx')]
[string]$DatabaseName = 'db',
@GeroVanMi
GeroVanMi / shell.nix
Created April 6, 2024 06:32
A simple nix shell with unstable pkgs
let
nixpkgs_unstable = fetchTarball "https://github.com/NixOS/nixpkgs/tarball/nixos-unstable";
pkgs_unstable = import nixpkgs_unstable { config = {}; overlays = []; };
nixpkgs = fetchTarball "https://github.com/NixOS/nixpkgs/tarball/nixos-23.11";
pkgs = import nixpkgs { config = {}; overlays = []; };
in
pkgs.mkShellNoCC {
packages = [
@bramada
bramada / windows_activation.md
Created April 15, 2024 04:56
Activate Windows for free

For Windows 10

Step 1 - Open PowerShell or Command Prompt as administrator

Step 2 - Install KMS client key

slmgr /ipk your_license_key

Replace your_license_key with following volumn license keys according to Windows Edition:

@nibirrayy
nibirrayy / iemi.md
Last active May 27, 2026 18:48
[GUIDE] How to change IMEI on Snapdragon devices

[GUIDE] How to change IMEI on Snapdragon devices

FOR EDUCATIONAL PURPOSE ONLY, CHANGING IMEI IS ILLEGAL IN MOST COUNTRIES, MAKE SURE YOU CONVINCE YOUR ACTIONS BEFORE DOING THIS.

I DON'T RESPONSIBLE IF YOUR DEVICE IS BROKEN OR THE IMEI IS NOT CHANGED CAUSED BY YOU DIDN'T FOLLOW THE STEPS CAREFULLY OR HAVING A DIFFERENT EFS PARTITION SCHEME.

This guide was tested on Google Pixel 3, different device may also have a different EFS partition scheme, please make sure you adjust it with this guide. Other Google Pixel devices may use this guide without adjusting.

Prerequisites:

@aparente
aparente / SKILL.md
Last active May 27, 2026 18:57
tufte-viz Claude Code skill — Edward Tufte data visualization principles

name: tufte-viz description: | Ideate and critique data visualizations using Edward Tufte's principles from "The Visual Display of Quantitative Information." Use this skill when: (1) Designing new data visualizations or charts (2) Critiquing or improving existing visualizations (3) Reviewing dashboards or reports for graphical integrity (4) Deciding between visualization approaches (5) Reducing chartjunk or improving data-ink ratio (6) Planning small multiples or high-density displays

@mosesman831
mosesman831 / Steel-browser-Hermes-agent.md
Created May 27, 2026 18:46
Steel Browser - Hermes Agent setup (steel.dev)

How to Set Up Steel.dev Browser with Hermes Agent

 

Prerequisites

 

  • Hermes Agent installed
  • A Steel.dev account (free tier works)  

Step 1: Get Your Steel API Key

 

@uptheirons78
uptheirons78 / ai1wpm-exclude-node-modules.php
Created January 5, 2023 11:17
All In One WP Migration: exclude node_modules from export files
<?php
/**
* All In One WP Migration: exclude node_modules folder from export files
*
* Change 'your-theme-name' with the real name of your theme folder
* save this file inside your 'inc' folder and require it inside 'functions.php'
*
* @package Your_Theme_Name
*/
function mb_ai1wm_exclude_node_modules($exclude_filters) {