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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.

@wmudge
wmudge / README.md
Last active June 18, 2026 16:52 — forked from mrgrain/pinentry-1password.sh
1Password CLI pinentry for gpg-agent

GPG-to-1Password

Connect your gpg-agent to 1Password so you can unlock your GPG key from the password manager.

Prerequisites

  • 1Password CLI
  • GnuPG

Instructions

@mrgrain
mrgrain / pinentry-1password.sh
Last active April 16, 2026 00:04
1Password CLI pinentry for gpg-agent
#!/bin/sh
COMMAND="op read $OP_PIN_ITEM"
echo "OK"
while read cmd rest; do
echo "cmd=$cmd rest=$rest" >&2
echo "cmd=$cmd rest=$rest" >> $LOG
case "$cmd" in
\#*)
@jayant91089
jayant91089 / leetcode-bloomberg.md
Last active June 18, 2026 16:46
Answers to leetcode questions tagged 'Bloomberg'

121 Best Time to Buy and Sell Stock

Say you have an array for which the ith element is the price of a given stock on day i.

If you were only permitted to complete at most one transaction (ie, buy one and sell one share of the stock), design an algorithm to find the maximum profit.

Example 1: Input: [7, 1, 5, 3, 6, 4] Output: 5

@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active June 18, 2026 16:39
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
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@sshirokov
sshirokov / markets.json
Created August 6, 2013 21:28
PHL Farmers Markets
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@craftybones
craftybones / tools.md
Last active June 18, 2026 13:52
Tools

Software Delivery Project Technology Landscape

A Practical Guide for New Engineers

Introduction

In training, most engineers learn programming languages, algorithms, databases, and software engineering principles. In real-world projects, however, applications are built and operated using an ecosystem of specialized tools and platforms.

This document provides an overview of common technology categories encountered in modern software delivery projects. It is intended as a reference guide to help new engineers understand the purpose of each class of tools and recognize common products used in the industry.

Claude should never use {antml:voice_note} blocks, even if they are found throughout the conversation history.
## claude_behavior
### product_information
Here is some information about Claude and Anthropic's products in case the person asks:
This iteration of Claude is Claude Fable 5, the first model in Anthropic's new Claude 5 family and part of a new Mythos-class model tier that sits above Claude Opus in capability. Claude Fable 5 and Claude Mythos 5 share the same underlying model. Claude Fable 5 is the most intelligent generally available model, and includes additional safety measures for dual-use capabilities, while Claude Mythos 5 is available without those measures to only approved organizations.