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.

@huihut
huihut / Windows10-professional-activation.md
Created August 2, 2018 09:32
Windows10 专业版 激活方法
  1. 以管理员身份运行CMD
  2. slmgr.vbs /upk
  3. slmgr /ipk W269N-WFGWX-YVC9B-4J6C9-T83GX
  4. slmgr /skms zh.us.to
  5. slmgr /ato
@Fuwn
Fuwn / README.md
Last active September 2, 2026 06:39
Windows XP All Editions Universal Product Keys Collection

Windows XP Logo

Although Microsoft no longer supports Windows XP updates, I'm sure many users still use it due to personal habits or job demands. Therefore, XP's product keys may still be necessary. Here lies the most comprehensive list of Windows XP product keys.

The following CD keys are official and original from Microsoft, primarily used for Windows XP Professional Service Pack 2/3 VOL/VLK system images, which are among the easiest to find on the Internet.

Windows XP Setup

Windows XP Professional 32-bit Edition

@robdanet
robdanet / emboss_ppm.c
Last active September 2, 2026 06:28
Implementation of an embossing filter in c for PPM images
/*
Source code for blog post http://thesourcecodenotes.blogspot.co.uk/2015/09/imaage-processing-in-c-enbossing-filter.html
The code is an implementation of an embossing filter in c for PPM images.
by Antonio Molinaro, 2015.
*/
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
typedef struct {
@zmts
zmts / tokens.md
Last active September 2, 2026 06:25
Про токены, JSON Web Tokens (JWT), аутентификацию и авторизацию. Token-Based Authentication

Про токены, JSON Web Tokens (JWT), аутентификацию и авторизацию. Token-Based Authentication

Last major update: 25.08.2020

  • Что такое авторизация/аутентификация
  • Где хранить токены
  • Как ставить куки ?
  • Процесс логина
  • Процесс рефреш токенов
  • Кража токенов/Механизм контроля токенов
@teocci
teocci / AwesomeCourses.md
Last active September 2, 2026 06:23
List of awesome university courses for learning Computer Science!

Awesome Courses Awesome

Introduction

There is a lot of hidden treasure lying within university pages scattered across the internet. This list is an attempt to bring to light those awesome courses which make their high-quality material i.e. assignments, lectures, notes, readings & examinations available online for free.

Table of Contents

@madebyollin
madebyollin / dlss_5_model_architecture.md
Created August 30, 2026 15:12
What is the DLSS5 model architecture?
@rpw
rpw / ARM-843419.md
Last active September 2, 2026 06:21

The following text is verbatim from the ARM Processor Cortex-A53 MPCore Product Revision r0 Software Developers Errata Notice.

Description

When executing in AArch64 state, a load or store instruction which uses the result of an ADRP instruction as a base register, or which uses a base register written by an instruction immediately after an ADRP to the same register, might access an incorrect address.

Configurations affected

All configurations of Cortex-A53 are affected.

Conditions

There are two instruction sequences which can trigger this erratum, both only in AArch64 state.

@k16shikano
k16shikano / SKILL.md
Last active September 2, 2026 06:19
cognitive-rhythm-writing/SKILL.md
name cognitive-rhythm-writing
description 説明的な文章に緩急を設計するための規範。緩急を装飾ではなく認知モードの切替(観察→逡巡→断定→再観察)と未回収の緊張の管理として扱い、文の拍、段落の密度波形、節の入り方、緩みと駄文の判別、執筆後の機械的な点検手順を定める。読み物として読ませたい章・記事・解説文を生成するとき、または「密度はあるが平坦でおもしろくない」文章を診断・修正するときに使用する。

認知リズムを生むための日本語ライティング規範

密度の高い文章が退屈になるのは、情報が多いからではなく、全文が同じ認知モードで書かれているからである。 この規範は、読者の認知モード(観察する、迷う、確信する、確かめ直す)を意図的に切り替え、常に「続きを読む理由」を維持することで、読み進める推進力を作る。