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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.

@flamerix-ai
flamerix-ai / README.md
Last active October 31, 2026 12:43
Claude Code burns ~15-20% of your tokens on a 3-word status line: a Bun preload that turns agent_summary off · by Flamerix AI, flamerix.ai · MIT

Claude Code burns ~15–20% of your tokens on a 3-word status line. Here's how to turn it off

by Flamerix AI · MIT License

Tested on Linux, Claude Code 2.1.257–2.1.312; macOS reported working by others (see Tested versions). The binary is not modified (BUN_OPTIONS=--preload). An update can silently undo it, so see Verify.

TL;DR

Every ~30 seconds, Claude Code re-sends each background agent's full transcript to the model just to fill that agent's status line in the agents panel. no-agent-summary.js is a Bun --preload

@Jinmo
Jinmo / jni_all.h
Created May 26, 2017 07:36
Useful when reversing JNI on IDA Pro
/*
* Copyright (c) 1996, 1998, Oracle and/or its affiliates. All rights reserved.
* DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
*
* This code is free software; you can redistribute it and/or modify it
* under the terms of the GNU General Public License version 2 only, as
* published by the Free Software Foundation. Oracle designates this
* particular file as subject to the "Classpath" exception as provided
* by Oracle in the LICENSE file that accompanied this code.
*
<!DOCTYPE html>
<html>
<head>
<title></title>
<meta charset="utf-8" />
<script src="Scripts/jquery-1.9.1.min.js"></script>
<link href="Content/bootstrap.min.css" rel="stylesheet" />
<script src="Scripts/isRockFx.js"></script>
<script>
$(function () {
@tapash-almabetter
tapash-almabetter / 00_End Course Capstone Project.md Secret
Last active October 31, 2026 09:14 — forked from AbhiiAB/00_End Course Capstone Project.md
End Course Capstone Project - Module 2

End Course Capstone Project (Module 2)

Capstone Project Submission Instructions

  1. Login/Sign Up to your GitHub account.
  2. Fork this Gist from the Top-Right corner.
  3. Edit your Gist and paste/write the code solutions inside the respective functions.
  4. Share your Gist link in the submission form as per the instructions given.

- Do not make any changes in the first 3 lines

End.Course.Capstone.Project.Submission.Video.mp4
@drraccoony
drraccoony / readme.md
Last active October 31, 2026 08:55
SteamOS3 on GPD Win 2 (via recovery image)
@ongkiii
ongkiii / IPA-Sources.md
Last active October 31, 2026 05:11
REPOS/TELEGRAM CHANNELS LIST BY u/angkitbharadwaj
@artem78
artem78 / SymbianDev-en.md
Last active October 31, 2026 05:10
Developing for Symbian OS guide