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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.

@amirmushichge
amirmushichge / fable-economy_SKILL
Created June 12, 2026 06:37
Token optimization protocol for Claude Fable and other high-capability / high-cost models. Apply this skill at the START of any session involving iterative code builds, multi-file projects, design systems, game development, document generation, or any task likely to span more than 3 exchanges. Trigger phrases: “let’s build”, “add these features”…
-----
## name: fable-economy
description: >
Token optimization protocol for Claude Fable and other high-capability / high-cost models.
Apply this skill at the START of any session involving iterative code builds, multi-file
projects, design systems, game development, document generation, or any task likely to
span more than 3 exchanges. Trigger phrases: “let’s build”, “add these features”,
“improve this”, “refactor”, “implement all of”, “make it look better”, or any request
that implies multiple changes to an existing artifact. Also trigger when the user asks
@lats
lats / claim_all_the_things.js
Last active June 13, 2026 00:45
Tampermonkey script to claim all of the items within a Bundle on Itch.io
// ==UserScript==
// @name Activate all Itch.io Bundle downloads
// @version 1
// @include https://itch.io/bundle/download/*
// @include https://*.itch.io/*
// @require https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js
// @grant none
// ==/UserScript==
$(document).ready(function() {
import * as React from "react";
import { useMousePosition } from "~/hooks/useMousePosition";
/** Component to cover the area between the mouse cursor and the sub-menu, to allow moving cursor to lower parts of sub-menu without the sub-menu disappearing. */
export function MouseSafeArea(props: { parentRef: React.RefObject<HTMLDivElement> }) {
const { x = 0, y = 0, height: h = 0, width: w = 0 } = props.parentRef.current?.getBoundingClientRect() || {};
const [mouseX, mouseY] = useMousePosition();
const positions = { x, y, h, w, mouseX, mouseY };
return (
<div
@rickklaasboer
rickklaasboer / how-to-setup-plex-with-sonarr-radarr-jackett-overseerr-and-qbittorrent-using-docker.md
Last active June 13, 2026 00:26
How to setup Plex with Sonarr, Radarr, Jackett, Overseerr and qBitTorrent using Docker

How to setup Plex with Sonarr, Radarr, Jackett, Overseerr and qBitTorrent using Docker

Before continuing: This guide is currently outdated but I'm working on a new one with upgrading steps included. I'll link it here once it's finished :)

This is a guide that will show you how to setup Plex Media Server with Sonarr, Radarr, Jackett, Overseerr and qBitTorrent with Docker. It is written for Ubuntu 20.04 but should work on other Linux distributions as well (considering supported distributions by Docker). It is also written for people who have some experience with Linux and Docker. If you are new to Docker, I recommend you to read the Docker documentation, and if you are new to Linux, I recommend you to read the Ubuntu documentation.

Now, let's get started!

Please note: This guide was written without considering hardlinking for Sonarr/Radarr. If you want to use hardlinking refer to #Hardlinking

@aamiaa
aamiaa / CompleteDiscordQuest.md
Last active June 13, 2026 00:23
Complete Recent Discord Quest

Caution

As of April 7th 2026, Discord has expressed their intent to crack down on automating quest completion.

Some users have received the following system message:

image

There isn't much I can do to make the script undetected, so use it at your own risk, as you most likely WILL get flagged by doing so.

Complete Recent Discord Quest

@DartPower
DartPower / Astra.md
Last active June 13, 2026 00:20
Astra Linux ISO / Коллекция ссылок на Astra Linux