Max Martínez mmartinez

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.

Setup Claude Code

You are setting up Claude Code globally on this machine. This captures best practices from agentic coding workflows.

Step 0: Check Existing Setup

First, check what's already configured:

ls ~/.claude/commands/ 2&gt;/dev/null

Many corporate security policies require regular password changes, CNTLM makes these very easy.

First, get the hashes for the new password with:

cntlm -H

Copy and paste those hashes into your cntlm.conf file located at:

/usr/local/etc/cntlm.conf

From episode "5 - Setting Up Universal Links (Deep Linking)" on the Inside iOS Dev Podcast

1) Create an apple-app-site-association file that contains JSON data about the URLs that your app can handle.

Create apple-app-site-association text file without .json file extension
Use application/json MIME type for the text file
Have the following contents of the file similar to this format:
```
 {
 	"applinks": {
```

"apps": [],

	name: ci-cd pipeline deploy to prod

	on:
	push:
	branches: [ feature/github-action ]
	jobs:
	deploy:
	runs-on: ubuntu-latest
	steps:
	- name: Get Github action IP

	// exporting from a bs58 private key to an Uint8Array
	// == from phantom private key to solana cli id.json key file
	// npm install bs58 @solana/web3.js

	const web3 = require("@solana/web3.js");
	const bs58 = require('bs58');
	let secretKey = bs58.decode("[base58 private key here]");
	console.log(`[${web3.Keypair.fromSecretKey(secretKey).secretKey}]`);

	// exporting back from Uint8Array to bs58 private key

	'use strict';

	const { Command } = require('@adonisjs/ace');
	const Seeder = require('../../database/seeds/Seeder');
	const ace = require('@adonisjs/ace');

	class MigrationFresh extends Command {
	/**
	* Command signature
	*/

	<?php
	// php cluter-quick-check --host <host> --port <port> [--auth password]

	function panicAbort($str_msg) {
	fprintf(STDERR, "Error: $str_msg\n\n");

	$bt = debug_backtrace();

	fprintf(STDERR, "--- BACKTRACE ---\n");
	foreach (debug_backtrace() as $frame => $frame_info) {

	//from: https://github.com/rathergood/Crypto-Currency-Price/blob/master/ccprice

	//returns price (or other info) of cryptocurrency from coinmarketcap api.
	//takes two parameters, the name of the cryptocurrency and info that you want returned about the cc

	//example: =ccprice("ethereum", "USD")
	//example2 =ccprice("ethereum", "24h_volume_usd")

	function ccprice(name, currency)
	{

	#!/usr/bin/env python3

	import subprocess
	import sys

	path = sys.argv[-1]

	if path.startswith('/path/to/my/local/source/folder/'):
	path = path.replace('/path/to/my/local/source/folder/', '/app/folder/')
	subprocess.run(['docker-compose', 'exec', '-T', 'cross', 'sh', '-c',