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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.

@ceres-c
ceres-c / frida-extract-keystore.py
Last active November 5, 2026 19:10
Automatically extract KeyStore objects and relative password from Android applications with Frida - Read more: https://ceres-c.it/2018/12/16/frida-android-keystore/
#!/usr/bin/python3
'''
author: ceres-c
usage: ./frida-extract-keystore.py
Once the keystore(s) have been exported you have to convert them to PKCS12 using keytool
NOTE: Updated Frida 17 fork here https://github.com/JJK96/frida-extract-keystore
'''
import frida, sys, time
@gabrielmaialva33
gabrielmaialva33 / README.md
Last active November 5, 2026 19:00
The Witcher 3 5.0 on Proton/Linux: re-enable DLSS, DLSS-G and ray tracing (wine_get_version check patch)

The Witcher 3 5.0 on Proton: re-enable DLSS, DLSS-G and ray tracing

game 5.01 NVIDIA AMD Proton

An unofficial workaround until CD PROJEKT RED or Valve fix this properly. As soon as the 5.0 executable sees Wine, it turns off Streamline (DLSS SR/RR, DLSS-G, Reflex), ray tracing, path tracing and FSR frame generation. Everything here brings them back.

Important

The exe patch script supports only bin/x64_dx12/witcher3.exe 5.0.0.1090142 (patch 5.01c, Steam build 26238013, sha256 05948d72…bae0), 5.0.0.1048522 (patch 5.01, 2026-10-08, Steam build 2

@emschwartz
emschwartz / README.md
Last active November 5, 2026 18:51
The Most Popular Blogs of Hacker News in 2025

This is an OPML version of the HN Popularity Contest results for 2025, for importing into RSS feed readers.

Plug: if you want to find content related to your interests from thousands of obscure blogs and noisy sources like HN Newest, check out Scour. It's a free, personalized content feed I work on where you define your interests in your own words and it ranks content based on how closely related it is to those topics.

name explain-diff-html
description Use when the user asks for a rich explanation of a code change, diff, branch, or PR. Produces HTML output.

Explain Diff

Please make me a rich, interactive explanation of the specified code change.

It should have these sections:

@mcky
mcky / init.lua
Created October 30, 2026 15:31
Rex insert output
local insert_output = require("insert_output")
rex.action{
name = "insert_command_output",
title = "Insert Command Output",
run = insert_output.open,
}
rex.bind("cmd+ctrl+o", "insert_command_output")
@nvckai
nvckai / gametime-badge.md
Last active November 5, 2026 18:32
Discord Game Time Badge Spoofer

Discord Game Time Badge Spoofer (5000 Hours)

How to use

  1. Open Discord client, press Ctrl + Shift + I to open DevTools (Discord client only, Browser is not supported)
  2. Go to Console tab
  3. Type allow pasting and press Enter
  4. Paste the snippet below and press Enter

Snippet