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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.

@grahamhelton
grahamhelton / statusline.py
Created April 24, 2026 17:17
check claude code price if you were using API pricing instead of a max subscription
#!/usr/bin/env python3
"""Claude Code status line: API-rate cost estimate (session / today)."""
import json
import sys
import glob
import os
import datetime as dt
# USD per 1M tokens: (input, output, cache_write_5m, cache_read)
# Source: platform.claude.com/docs/en/about-claude/pricing
@agokrani
agokrani / claude-code-prompt.txt
Last active April 26, 2026 08:11
Claude Code System Prompt
'system':
[
{
'type': 'text',
'text': "You are Claude Code, Anthropic's official CLI for Claude.",
'cache_control': {'type': 'ephemeral'}
},
{
'type': 'text',
'text': 'You are an interactive CLI tool that helps users with software engineering tasks.
@TheUnrealZaka
TheUnrealZaka / HidingRoot.md
Last active April 26, 2026 08:09
This guide is for all Android devices to hide properly all root detections and successfully run banking apps as expected :)

✨ Welcome to TheUnrealZaka's Guide for Hiding Root Detections!

Using KernelSU-Next + SuSFS

⚠️ Disclaimer: This guide is provided solely for educational purposes. The creator assumes no responsibility for any damage, data loss, or other adverse effects that may occur as a result of following these instructions. Proceed entirely at your own risk!


📖 Introduction

Many users who have rooted their devices finds issues where system or third-party applications detect the root status and refuse to operate. This guide outlines a procedure to hide root detection on the majority of Android devices, specifically the ones running Noble ROM for Samsung S9/S9+/N9. The approach detailed here leverages KernelSU-Next in conjunction with SuSFS.

@thoughtsunificator
thoughtsunificator / README.md
Last active April 26, 2026 08:07
Setup a native proxy switcher on Firefox
  • Download script.pac to /home/user/script.pac
  • Go to FF network settings and select 'Automatic proxy configuration URL'
  • Enter file:///home/user/script.pac
  • Enjoy

Note: If you're using SOCKS v5 you might want to also select 'Proxy DNS when using SOCKS v5'

Tested on 116.0.2 (64 bit) Arch Linux