Skip to content

Instantly share code, notes, and snippets.

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.

@Vendicated
Vendicated / evidence.md
Last active June 4, 2026 16:24
Nightcord is actually malware

Nightcord is actually malware

Version 1.18.2 of Nightcord contained a TokenLogger

Never lose your Discord token ever again, thanks to Nightcord's ✨ PREMIUM SYNC ✨ services! This code found in v1.18.2 uploads your Discord token to Nightcord's Server. image

Details How to verify this is real
@ChrisJohns-me
ChrisJohns-me / bandersnatch.js
Last active June 4, 2026 16:22
Benedict Cumberbatch name generator
function myNameIs() {
// Bene dict Cumber batch
var firstList = ['Benediction', 'Brainfart', 'Beneful', 'Blogzilla', 'Gentledick',
'Bumblebee', 'Bandersnatch', 'Broccoli', 'Rinkydink', 'Bombadil', 'Boilerdang',
'Bandicoot', 'Fragglerock', 'Muffintop', 'Congleton', 'Blubberdick', 'Buffalo',
'Benadryl', 'Butterfree', 'Burberry', 'Whippersnatch', 'Buttermilk', 'Beezlebub',
'Budapest', 'Boilerdang', 'Blubberwhale', 'Bumberstump', 'Bulbasaur', 'Cogglesnatch',
'Liverswort', 'Bodybuild', 'Johnnycash', 'Bendydick', 'Burgerking', 'Bonaparte',
'Bunsenburner', 'Billiardball', 'Bukkake', 'Baseballmitt', 'Blubberbutt', 'Baseballbat',
'Rumblesack', 'Barister', 'Danglerack', 'Rinkydink', 'Bombadil', 'Honkytonk',

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.

@michaellihs
michaellihs / tmux-cheat-sheet.md
Last active June 4, 2026 16:20
tmux Cheat Sheet
/*
* Copyright 2026 Kyriakos Georgiopoulos
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
@rosco-pc
rosco-pc / unifi.md
Last active June 4, 2026 16:17
Unifi commands.md

Unifi AP useful commands

using SSH:

  • log in to AP: $ ssh ubnt@<IP>
  • default username & password: ubnt & ubnt

Generic

Command Example Function
@jscott3201
jscott3201 / custom_pub_chat_template_gemma4.jinja
Created May 23, 2026 03:01
A drop-in replacement chat template for google/gemma-4-31B-it tuned for open-source agentic coding harnesses.
{#---------------------------------------------------------------------
custom_pub_chat_template_gemma4.jinja
=====================================
A public, harness-friendly fork of Google's Gemma 4 chat template,
tuned for open-source agentic coding harnesses like:
- anomalyco/opencode (https://github.com/anomalyco/opencode)
- earendil-works/pi (https://github.com/earendil-works/pi)
- openclaw, OpenHarness, similar Claude-Code-style harnesses
WHY THIS FORK EXISTS