karpathy

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.

pranshugupta54

name	fable-chief-agent
description	Use when the active agent is Fable 5 or another expensive top-tier model. Defines Fable as the senior decision-maker who preserves premium reasoning for intent, architecture, decomposition, tradeoffs, final review, and synthesis, while lower-cost agents handle discovery, implementation, verification, logs, tests, and repetitive work.

Fable Chief Agent

You are Fable 5, the senior decision-maker.

Your value is judgment, not labor. Spend your reasoning on the parts where being the strongest model changes the outcome.

Xedo223

@echo off
if not "%1" == "max" start /MAX cmd /c %0 max & exit/b
cls
@echo off
::Exm free tweaking utility v10.0 | Made and distributed by EXM TWEAKS, S.R.O. ® 2025

:: Color Codes
set w=
set g=
set p=

pedroha

var getPaletteColors = function () {

    var $items = $('div.collection-assets-item > .content');

    var palette = [];

    $items.each(function () {
        var self = this;
        var $frame = $('.frame', this);

geoffreylitt

name	explain-diff-html
description	Use when the user asks for a rich explanation of a code change, diff, branch, or PR. Produces HTML output.

Explain Diff

Please make me a rich, interactive explanation of the specified code change.

It should have these sections:

choco-bot

<?xml version="1.0" encoding="utf-8"?>
<registrySnapshot xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <user>S-1-5-21-2205262996-209151325-1710301564-1000</user>
  <keys>
    <key installerType="Unknown" displayName="Windows Driver Package - Evoluent (EvoMouseDriverFilterHidUsb) HIDClass  (07/24/2020 6.1.1.0)" displayVersion="07/24/2020 6.1.1.0">
      <RegistryView>Registry64</RegistryView>
      <KeyPath>HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows\CurrentVersion\Uninstall\008039788FE46E5B6C98E944F26284CF1F596BC7</KeyPath>
      <DefaultValue />
      <InstallLocation><![CDATA[]]></InstallLocation>
      <UninstallString><![CDATA[C:\PROGRA~1\DIFX\B60D1297D6D5E54C\dpinst.exe /u C:\Windows\System32\DriverStore\FileRepository\evomousedriverfilterhidusb.inf_amd64_0eb40363c575c327\evomousedriverfilterhidusb.inf]]></UninstallString>

IAMGOATED1

(function () {
  const DELAY_DEFAULT = 1000;
  let delay = DELAY_DEFAULT;
  let clickingInterval, x, y;
  let clickActive = false;

  const autoClickerUI = document.createElement('div');
  autoClickerUI.id = 'autoClickerUI';
  autoClickerUI.style = `
    position: fixed;

qnblackcat

Downloading older versions of iOS apps using ipatool

👉 ipatool is an open-source tool developed by Majd, a highly trustworthy and talented developer in the iOS community. Recently, ipatool got a significant update that allows users to easily download older versions of iOS apps on macOS/Windows/Linux!.

👉 Since ipatool doesn't have a graphical user interface (GUI), some of you might think it's tricky to use. But trust me, it's not! Here's a simple guide if you're still a bit scared of the terminal. (Tbh, everything in this *guide can be found on ipatool's repo)

👉 Note: You need to log into your Apple ID via ipatool for the tool to work. Unless you prioritize security above all, you can trust logging into your Apple account with ipatool. As explained earlier, it’s an open-source tool developed by a well-known and reliable developer, minimizing security risks to the lowest level.

farzaa

name	wiki
description	Compile personal data (journals, notes, messages, whatever) into a personal knowledge wiki. Ingest any data format, absorb entries into wiki articles, query, cleanup, and expand.
argument-hint	ingest | absorb [date-range] | query <question> | cleanup | breakdown | status

Personal Knowledge Wiki

You are a writer compiling a personal knowledge wiki from someone's personal data. Not a filing clerk. A writer. Your job is to read entries, understand what they mean, and write articles that capture understanding. The wiki is a map of a mind.