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.

burkeholland

Beast Mode

Beast Mode is a custom chat mode for VS Code agent that adds an opinionated workflow to the agent, including use of a todo list, extensive internet research capabilities, planning, tool usage instructions and more. Designed to be used with 4.1, although it will work with any model.

Below you will find the Beast Mode prompt in various versions - starting with the most recent - 3.1

Installation Instructions

• Go to the "agent" dropdown in VS Code chat sidebar and select "Configure Modes".
• Select "Create new custom chat mode file"

ccnokes

const axios = require('axios');
const http = require('http');
const https = require('https');

module.exports = axios.create({
  //60 sec timeout
  timeout: 60000,

  //keepAlive pools and reuses TCP connections, so it's faster
  httpAgent: new http.Agent({ keepAlive: true }),

broofa

#!/bin/bash
cd "$(git rev-parse --show-toplevel)"
ESLINT="node_modules/.bin/eslint"
pwd

if [[ ! -x "$ESLINT" ]]; then
  printf "\t\033[41mPlease install ESlint\033[0m (npm install eslint)\n"
  exit 1
fi

jtangelder

/**
 * Prevent click events after a touchend.
 * 
 * Inspired/copy-paste from this article of Google by Ryan Fioravanti
 * https://developers.google.com/mobile/articles/fast_buttons#ghost
 * 
 * USAGE: 
 * Prevent the click event for an certain element
 * ````
 *  PreventGhostClick(myElement);

justinmc

var gulp = require('gulp');

var clean = require('gulp-clean');
var jshint = require('gulp-jshint');
var concat = require('gulp-concat');
var uglify = require('gulp-uglify');
var imagemin = require('gulp-imagemin');

var bases = {
 app: 'app/',

dirkk0

sudo apt-get update
# get ec2 ip and hostname

sudo apt-get install -y build-essential g++ libssl-dev apache2-utils git libxml2-dev screen

#install node
git clone https://github.com/joyent/node.git
# git checkout v0.10.13 did work once, but I couldn't work again, so I fell back to 0.8

#compilation takes over 30 minutes on a t1.micro

MohamedAlaa

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

skyl

#
# templatetags/kwacros.py - Support for macros in Django templates
#
# Based on snippet by
# Author: Michal Ludvig <[email protected]>
#         http://www.logix.cz/michal
#
# modified for args and kwargs by Skylar Saveland http://skyl.org
#

cjohansen

/*
  Load Sinon.JS in the SpecRunner:

  <script type="text/javascript" src="lib/jasmine-1.0.1/jasmine.js"></script>
  <script type="text/javascript" src="lib/jasmine-1.0.1/jasmine-html.js"></script>
  <script type="text/javascript" src="sinon-1.0.0.js"></script>
  <script type="text/javascript" src="sinon-ie-1.0.0.js"></script>

  http://cjohansen.no/sinon/
*/