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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.

@suchmememanyskill
suchmememanyskill / extended2.cfg
Last active June 7, 2026 19:47
Creality & Bambu Lab filament RFID Tag detection / decryption keys
creality_key: 713362755e74316e71665a2870662431
creality_encryption_key: 484043466b526e7a404b4174424a7032
bambu_key: 9A759CF2C4F7CAFF222CB9769B41BC96
@bashbunni
bashbunni / .zshrc
Last active June 7, 2026 19:46
CLI Pomodoro for Linux (zsh)
# study stream aliases
# Requires https://github.com/caarlos0/timer to be installed. spd-say should ship with your distro
declare -A pomo_options
pomo_options["work"]="45"
pomo_options["break"]="10"
pomodoro () {
if [ -n "$1" -a -n "${pomo_options["$1"]}" ]; then
val=$1
/***********************************************************
Copyright 1987, 1994, 1998 The Open Group
Permission to use, copy, modify, distribute, and sell this software and its
documentation for any purpose is hereby granted without fee, provided that
the above copyright notice appear in all copies and that both that
copyright notice and this permission notice appear in supporting
documentation.
The above copyright notice and this permission notice shall be included
@bearoxo
bearoxo / aera.omp.json
Last active June 7, 2026 19:39
Oh My Posh Theme
{
"$schema": "https://raw.githubusercontent.com/JanDeDobbeleer/oh-my-posh/main/themes/schema.json",
"console_title_template": " {{ .Host }} | {{ .PWD }} ",
"final_space": true,
"version": 4,
"upgrade": {
"notice": true,
"interval": "168h",
"auto": false,
"source": "cdn"
@tkuester
tkuester / DC23_SaaS.md
Last active June 7, 2026 19:35
DEFCON23 / WCTF: Shock Collar as a Service

Vegas is the last place I ever expected to visit. And yet, I wound up tucking myself into the corner of the Wireless Village for three days, absorbing excellent talks on the state of wireless hackery. Though I hadn't planned to try any of the challenges, I got drawn into @dntlookbehindu's (aka Russ) "SDR Roulette".

Shock Collar

Russ purchased a dog collar to analyze the wireless communication between remote

@madebydia
madebydia / iMessage-codex-prompt.md
Created June 7, 2026 12:02
iMessage Codex via BlueBubbles

Copy/paste this prompt into Codex on a Mac that can reach a BlueBubbles server. It describes the setup I want Codex to build and verify. Replace placeholders before running it.

Set up a private "iMessage Codex" bridge on this Mac.

Goal
- I want to text Codex over iMessage through BlueBubbles.
- Allowed inbound iMessages should be forwarded to Codex with no command prefix.
@Lexedia
Lexedia / readme.md
Last active June 7, 2026 19:32
Embed fixer list

List of embed fixer for discord/telegram.

The order is not relevant.

Service Description Author Forked from Repo Host Broken since Annotations
VixBluesky FixBluesky: Embed Bluesky links in Discord! Lexedia FixBluesky Lexedia/VixBluesky https://bskx.app Not broken
FixBluesky FixBluesky: Embed Bluesky links in Discord! Rose None ThornbushHQ/FixBluesky https://bsyy.app Not broken
bskye Fix Bluesky embeds on Discord Eduardo Cabral None FerroEduardo/bskye https://bskye.app Not broken
vxBsky None Dylan None dylanpdx/vxBsky https://vxbsky.app None