rogatec

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.

rogatec

# Security Template

This repository handles production user data and privileged database access. Treat security requirements as **non-optional**.

## Agent Rules (MUST FOLLOW)

- **No secrets in code**
  - Never commit: Service role keys, JWT secrets, database passwords, API keys.
  - Client-side env vars must be limited to `NEXT_PUBLIC_*` and must be non-sensitive.

rogatec

(function() {

  var jQuery = document.querySelector('iframe').contentWindow.jQuery;

  jQuery('.activityName').each(function(){
    var $this = jQuery(this);
    $this.css({
      overflow:'auto',
      width:'200px'
    });

rogatec

#!/bin/bash

# thanks http://www.jenssegers.be/blog/46/deploying-websites-with-git-and-composer-

# replace folder
cd "`dirname $0`/../../application/config"

# Check if a composer.json file is present
if [ -f composer.json ]; then

rogatec

<?php

namespace Employee\Model;

class Bank
{
    public $id;
    public $name;
    public $bic;

rogatec

<?php

namespace Authentication\Controller;

use Employee\Model\EmployeeTable;
use Main\Form\LoginForm;
use Zend\Authentication\Adapter\DbTable\CredentialTreatmentAdapter;
use Zend\Authentication\AuthenticationService;
use Zend\Db\Sql\Select;
use Zend\Mvc\Controller\AbstractActionController;