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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.

@paulirish
paulirish / rAF.js
Last active July 15, 2026 02:10
requestAnimationFrame polyfill
// http://paulirish.com/2011/requestanimationframe-for-smart-animating/
// http://my.opera.com/emoller/blog/2011/12/20/requestanimationframe-for-smart-er-animating
// requestAnimationFrame polyfill by Erik Möller. fixes from Paul Irish and Tino Zijdel
// MIT license
(function() {
var lastTime = 0;
var vendors = ['ms', 'moz', 'webkit', 'o'];
@joelambert
joelambert / README
Created June 1, 2011 11:03
Drop in replacements for setTimeout()/setInterval() that makes use of requestAnimationFrame() where possible for better performance
Drop in replace functions for setTimeout() & setInterval() that
make use of requestAnimationFrame() for performance where available
http://www.joelambert.co.uk
Copyright 2011, Joe Lambert.
Free to use under the MIT license.
http://www.opensource.org/licenses/mit-license.php
@mikaelbr
mikaelbr / destructuring.js
Last active July 11, 2026 12:01
Complete collection of JavaScript destructuring. Runnable demos and slides about the same topic: http://git.mikaelb.net/presentations/bartjs/destructuring
// === Arrays
var [a, b] = [1, 2];
console.log(a, b);
//=> 1 2
// Use from functions, only select from pattern
var foo = () => [1, 2, 3];
@SMUsamaShah
SMUsamaShah / List of JavaScript GUI libraries.md
Last active July 8, 2026 08:31
dat.gui alternatives to create GUI from JavaScript object

JavaScript GUI libraries

These libraries can be used to quickly create a GUI for configureable parameters using sliders, checkboxes, colors pickers etc

  1. Tweakpane https://github.com/cocopon/tweakpane Demo: https://cocopon.github.io/tweakpane/
  2. control-panel https://github.com/freeman-lab/control-panel
  3. ControlKit https://github.com/automat/controlkit.js
  4. guify https://github.com/colejd/guify Main site is down, here is the demo https://jons.website/projects/guify/index
  5. oui https://github.com/wearekuva/oui
  6. Palette.js https://github.com/lehni/palette.js
@cwurld
cwurld / quickstart.py
Created January 11, 2016 14:50
Google Calendar Python API with Freebusy
"""
Mostly the Google quickstart.py code with the "freebusy" service running.
Also shows how to make datetimes using pytz.
Follow these instructions to get access credentials:
https://developers.google.com/google-apps/calendar/quickstart/python
"""
@irazasyed
irazasyed / Install Composer using MAMP's PHP.md
Last active June 23, 2026 04:32
Instructions on how to change preinstalled Mac OS X PHP to MAMP's PHP Installation and then install Composer Package Management

Change default Mac OS X PHP to MAMP's PHP Installation and Install Composer Package Management


Instructions to Change PHP Installation


First, Lets find out what version of PHP we're running (To find out if it's the default version).

To do that, Within the terminal, Fire this command:

which php

# Hello, and welcome to makefile basics.
#
# You will learn why `make` is so great, and why, despite its "weird" syntax,
# it is actually a highly expressive, efficient, and powerful way to build
# programs.
#
# Once you're done here, go to
# http://www.gnu.org/software/make/manual/make.html
# to learn SOOOO much more.
@elijahmanor
elijahmanor / pros-cons-npmscripts-vs-gulp.md
Last active June 1, 2026 02:13
Pros and Cons of `npm scripts` vs Gulp

Comparison of npm scripts vs Gulp

npm scripts

Pros

  • npm scripts are low-level and leverage the actual library you want to use (example: "lint": "eslint ./")
  • package.json is a central place to see what scripts are available (also npm run will list all scripts)
  • When things get too complicated you can always defer to another file (example: "complex-script": "babel-node tools/complex-script.js")
  • npm scripts are more powerful than one might first think (pre/post hooks, passing arguments, config variables, chaining, piping, etc...)
@addyosmani
addyosmani / README.md
Last active May 16, 2026 20:29 — forked from 140bytes/LICENSE.txt
108 byte CSS Layout Debugger

CSS Layout Debugger

A tweet-sized debugger for visualizing your CSS layouts. Outlines every DOM element on your page a random (valid) CSS hex color.

One-line version to paste in your DevTools

Use $$ if your browser aliases it:

~ 108 byte version