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LLM Wiki v2

A pattern for building personal knowledge bases using LLMs. Extended with lessons from building agentmemory, a persistent memory engine for AI coding agents.

This builds on Andrej Karpathy's original LLM Wiki idea file. Everything in the original still applies. This document adds what we learned running the pattern in production: what breaks at scale, what's missing, and what separates a wiki that stays useful from one that rots.

What the original gets right

The core insight is correct: stop re-deriving, start compiling. RAG retrieves and forgets. A wiki accumulates and compounds. The three-layer architecture (raw sources, wiki, schema) works. The operations (ingest, query, lint) cover the basics. If you haven't read the original, start there.

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#!/bin/bash

# Default Configurations
DEFAULT_PING_HOSTS=("8.8.8.8" "1.1.1.1")
DEFAULT_CHECK_INTERVAL=10
DEFAULT_LOG_FILE="$(dirname "$0")/internet_downtime.log"

# Initialize Configurations
PING_HOSTS=("${DEFAULT_PING_HOSTS[@]}")
CHECK_INTERVAL=$DEFAULT_CHECK_INTERVAL

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/**
* Invokes a function, performing up to 5 retries with exponential backoff.
* Retries with delays of approximately 1, 2, 4, 8 then 16 seconds for a total of 
* about 32 seconds before it gives up and rethrows the last error. 
* See: https://developers.google.com/google-apps/documents-list/#implementing_exponential_backoff 
<h3>Examples:</h3>
<pre>//Calls an anonymous function that concatenates a greeting with the current Apps user's email
var example1 = GASRetry.call(function(){return "Hello, " + Session.getActiveUser().getEmail();});
</pre><pre>//Calls an existing function
var example2 = GASRetry.call(myFunction);

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#Install Gource in Ubuntu
========================
#Go to the folder.... and
#see http://tylerfrankenstein.com/code/install-gource-ubuntu-1010-visualize-git-repo

sudo apt-get update
sudo apt-get install libsdl2-dev libsdl2-image-dev libpcre3-dev libfreetype6-dev libglew-dev libglm-dev libboost-filesystem-dev libpng12-dev libsdl1.2-dev libsdl-image1.2-dev libtinyxml-dev
./configure
make
sudo make install

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/**
 * Labels Gmail email threads
 */
function labelGithubEmails() {
  /**
   * Gmail label names for GitHub messages
   */
  const githubLabelName = 'GitHub'
  const githubPullRequestLabelName = 'GitHub/Pull Request'
  const githubIssueLabelName = 'GitHub/Issue'

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/**
 * Function to replace text in Google Slides with Google Sheet values
 * @reference https://hudsonatwell.co/2020/10/03/how-to-use-google-slides-to-autogenerate-featured-images/
 */
function generate_featured_image() {
  
  /* get spreadsheet from public view link */
  var dataSpreadsheetUrl = "https://docs.google.com/spreadsheets/d/1necmbNPUsGJ3fwNiFpgNLbtH6c2RmJDwIQCPuhAfA7s/edit"; //make sure this includes the '/edit at the end
  var ss = SpreadsheetApp.openByUrl(dataSpreadsheetUrl);
  

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//load configuration details and start logging - creates and sets up sheets the first time they are run
var CONFIG_SPREADSHEET_KEY = '<ssid_goes_here>';
var Config = SettingsManager.load(CONFIG_SPREADSHEET_KEY); //Add Mafviu9bMfg9xVu21LGfpWnHAGDwXQ1CH in Resources > Libraries
Logger = BetterLog.useSpreadsheet(Config['logSpreadsheetId'].value);//Add MYB7yzedMbnJaMKECt6Sm7FLDhaBgl_dE in Resources > Libraries

// trigger this function
function outerLoop() {
  try {
    // to calc elapsed time
    var isOverMaxRuntime = false,

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// ==UserScript==
// @name           detect-patterns
// @namespace      anbt
// @include        *
// ==/UserScript==

(function(){
   if (window != unsafeWindow.top) { return; }

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<!-- 
     After implementing this contact form make sure
     1. you have defined "email: [email protected]" in _config.yml file.
     2. you verify your form on formspree.io.
-->

<form class="wj-contact" action="https://formspree.io/{{site.email}}" method="POST">
    <input type="text" name="email" placeholder="Email Address">
    <textarea type="text" name="content" rows="10" placeholder="Message"></textarea>
    <input type="hidden" name="_next" value="<REDIRECTION LINK> ">

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// 34567890123456789012345678901234567890123456789012345678901234567890123456789

// JSHint: 22 March 2015 08:56 GMT
// Unit Tests: 22 March 2015 08:50 GMT

/*
 * Copyright (C) 2015-2017 Andrew Roberts ([email protected])
 * 
 * This program is free software: you can redistribute it and/or modify it under
 * the terms of the GNU General Public License as published by the Free Software