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.

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.

TheModFoundry

Mod List

Chapter 1: The Foundation

Script Hook RDR2

• Download: http://www.dev-c.com/rdr2/scripthookrdr2/
• Installation: Copy the contents of the bin folder directly into your main RDR2 root directory (where RDR2.exe is located).

Lenny Mod Loader

• Download: https://www.rdr2mods.com/downloads/rdr2/tools/76-lennys-mod-loader-rdr/

Mike-Schvedov

using System.Collections;
using System.Collections.Generic;
using UnityEngine;

public class PlayerMovement : MonoBehaviour
{
    public CharacterController controller;
 
    public float speed = 12f;
    public float gravity = -9.81f * 2;

Mike-Schvedov

using System.Collections;
using System.Collections.Generic;
using UnityEngine;

public class MouseMovement : MonoBehaviour
{
 
    public float mouseSensitivity = 100f;
 
    float xRotation = 0f;

jetfir3

#!/usr/bin/env bash

# Download VMware Fusion for macOS without a Broadcom account.
#
# This script allows you to download various versions of VMware Fusion
# from Broadcom's Cloudflare CDN (versions 8.0.0 to 13.6.3)
# or from the archive.org VMware Workstation archive (versions 8.x.x+).
#
# Options:
#   -k: Keep the downloaded file compressed (Cloudflare only; ignored for archive.org).

bdsqqq

# meaningful contribution

Based on embarassing feedback on a bad PR for AXM-10598, and written from my beliefs; with only a little bit of copy pasting, because to be human is to copy from a shitload of places until it becomes your own. 

## A contribution is not code, it's proven working code

> "your job is to deliver code you have proven to work." — [simon willison](https://simonwillison.net/2025/Dec/18/code-proven-to-work/)

agent-generated code is cheap. anyone can prompt an LLM to produce a thousand-line patch. that's not valuable. what's valuable is contributing code that demonstrably works, has been tested, and doesn't shift burden to reviewers.