dimorphic

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.

dimorphic

#!/usr/bin/bash

declare -a repos=(
	"$HOME/Projects/myproject/testing/.git"
	"$HOME/Projects/myproject/testing-bundle/.git"
	"$HOME/Projects/myproject/service-skeleton/.git"
	"$HOME/Projects/myproject/documentation-web/.git"
	"$HOME/Projects/myproject/documentation-api/.git"
	"$HOME/Projects/myproject/coding-standard/.git"
	"$HOME/Projects/myproject/context/microservice1/.git"

dimorphic

<?php

define('BOT_TOKEN', 'XXXXXXXX:XXXXXXXXXXXXXXXXXXXXXXXX'); // place bot token of your bot here

function checkTelegramAuthorization($auth_data) {
  $check_hash = $auth_data['hash'];
  unset($auth_data['hash']);
  $data_check_arr = [];
  foreach ($auth_data as $key => $value) {
    $data_check_arr[] = $key . '=' . $value;

dimorphic

import Anthropic from "@anthropic-ai/sdk";
import type { MessageParam } from "@anthropic-ai/sdk/resources";
import dotenv from "dotenv";
import { Instructor } from "./instructor";
import type { z } from "zod";

dotenv.config();

function sendToClaude<T>(message: MessageParam, schema: z.Schema<T>) {
  const anthropicClient = new Anthropic({

dimorphic

#!/bin/bash
set -e

######################################################################
# This Bootstrap Script installs Dokku latest on Ubuntu (use LTS or latest)
#
# This script also installs UFW (firewall), some basic Dokku plugins, and 
# raises ulimits. Comment out any step you wish to skip.
#
# IMPORTANT: This script also disables password authentication via SSH for

dimorphic

#!/usr/bin/env bash

PLUGIN_BASE='/opt/cisco/secureclient/bin/plugins'

read -r -d '' USAGE << EGASU
Usage: `basename $0` [-s|-e|-d|-h]

    -s, --status    Print Umbrella Roaming Security module status
    -e, --enable    Enable Umbrella Roaming Security module
    -d, --disable   Disable Umbrella Roaming Security module

dimorphic

#!/usr/bin/env bash
# Generates gource video (h.264) out of multiple repositories.
# Pass the repositories in command line arguments.
# Example:
# <this.sh> /path/to/repo1 /path/to/repo2
# 960x540 is youtube resolution
RESOLUTION="960x540"
outfile="gource.mp4"

i=0

dimorphic

"use strict";

/**
 * Hypertext Transfer Protocol (HTTP) response status codes.
 * @see {@link https://en.wikipedia.org/wiki/List_of_HTTP_status_codes}
 */
enum HttpStatusCode {

    /**
     * The server has received the request headers and the client should proceed to send the request body

dimorphic

The Ultimate Unit Testing Cheat-sheet

---

• Sinon Chai
• Chai
• Sinon

dimorphic

eval(z='p="<"+"pre>"/* ,.oq#+     ,._, */;for(y in n="zw24l6k\
4e3t4jnt4qj24xh2 x/* =<,m#F^    A W###q. */42kty24wrt413n243n\
9h243pdxt41csb yz/* #K       q##H######Am */43iyb6k43pk7243nm\
r24".split(4)){/* dP      cpq#q##########b, */for(a in t=pars\
eInt(n[y],36)+/*         p##@###YG=[#######y */(e=x=r=[]))for\
(r=!r,i=0;t[a/*         d#qg `*PWo##q#######D */]>i;i+=.05)wi\
th(Math)x-= /*        aem1k.com Q###KWR#### W[ */.05,0<cos(o=\
new Date/1e3/*      .Q#########Md#.###OP  A@ , */-x/PI)&&(e[~\
~(32*sin(o)*/* ,    (W#####Xx######.P^     T % */sin(.5+y/7))\
+60] =-~ r);/* #y    `^TqW####P###BP           */for(x=0;122>\