Thomas Leon Highbaugh Thomashighbaugh

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.

SillyTavern

SillyCharacters - https://github.com/Trawmoney/SillyCharacters
SillyTavern-Silly-Hug - https://github.com/kainatquaderee/Silly-Hug
SillyTavern-Cache-Refresh - https://github.com/OneinfinityN7/Cache-Refresh-SillyTavern
SillyTavern-FormatFixer - https://github.com/DAurielS/ST-FormatFixer
SillyTaven-Extension-DynamicLore - https://github.com/AugieIsHere/Extension-DynamicLore
- SillyTaven-Extension-DynamicLore - https://github.com/X00LA/Extension-DynamicLore (newer)
SillyTavern-WebSearch-Selenium - https://github.com/SillyTavern/SillyTavern-WebSearch-Selenium

What to expect

Graphical aspect may vary depending on your choices in following the instructions below, but the end result should look something like this:

Enable Firefox features

GitHub Search Syntax for Finding API Keys/Secrets/Tokens

As a security professional, it is important to conduct a thorough reconnaissance. With the increasing use of APIs nowadays, it has become paramount to keep access tokens and other API-related secrets secure in order to prevent leaks. However, despite technological advances, human error remains a factor, and many developers still unknowingly hardcode their API secrets into source code and commit them to public repositories. GitHub, being a widely popular platform for public code repositories, may inadvertently host such leaked secrets. To help identify these vulnerabilities, I have created a comprehensive search list using powerful search syntax that enables the search of thousands of leaked keys and secrets in a single search.

Search Syntax:

(path:*.{File_extension1} OR path:*.{File_extension-N}) AND ({Keyname1} OR {Keyname-N}) AND (({Signature/pattern1} OR {Signature/pattern-N}) AND ({PlatformTag1} OR {PlatformTag-N}))

Examples:

**1.

	#!/usr/bin/env bash
	# takeout-wget.sh
	set -euo pipefail

	# Requirements: bash, wget, sed, awk, tput, tail, curl
	# macOS-friendly; avoids stdbuf if not present. Shows K per-worker progress lines + total.

	cleanup() {
	tput cnorm \|\| true
	# Kill background processes

	/* Iconic Firefox (https://gist.github.com/emvaized/a379d61ed8970e5711ca7278a39c1895/) */
	/* Author (c) 2025 emvaized */
	/* Based on https://gist.github.com/qaz69wsx/83a90423163b65a8344b2e60fc356a58 (no longer available) */
	/* For better compatibility with dark mode, enable `svg.context-properties.content.enabled` in `about:config` */

	/* General styles */
	:root{
	--uc-popup-menu-icon-color: color-mix(in srgb, currentColor 75%, transparent);
	}
	.subviewbutton:not(.subviewbutton-iconic, [checked="true"], [targetURI])>.toolbarbutton-icon,

	// ==UserScript==
	// @name Civitai Add Versions Dropdown
	// @namespace https://civitai.com/user/superskirv
	// @version 0.867.5309
	// @description Broken a long time ago... but there is hope...
	// @author Super.Skirv and ChatGPT 3.5
	// @match https://civitai.com/models/*
	// @icon data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==
	// @grant none
	// ==/UserScript==

	0d1n\|210.78028eb\|Web security tool to make fuzzing at HTTP inputs, made in C with libCurl.\| blackarch-webapp \|https://github.com/CoolerVoid/0d1n
	0trace\|1.5\|A hop enumeration tool.\| blackarch-scanner \|http://jon.oberheide.org/0trace/
	3proxy\|0.8.13\|Tiny free proxy server.\| blackarch-proxy \|http://3proxy.ru/
	3proxy-win32\|0.8.13\|Tiny free proxy server.\| blackarch-windows \|http://3proxy.ru/
	42zip\|42\|Recursive Zip archive bomb.\| blackarch-dos \|http://blog.fefe.de/?ts=b6cea88d
	a2sv\|135.973ba13\|Auto Scanning to SSL Vulnerability.\| blackarch-scanner \|https://github.com/hahwul/a2sv
	abcd\|4.2738809\|ActionScript ByteCode Disassembler.\| blackarch-disassembler \|https://github.com/MITRECND/abcd
	abuse-ssl-bypass-waf\|5.3ffd16a\|Bypassing WAF by abusing SSL/TLS Ciphers.\| blackarch-webapp \|https://github.com/LandGrey/abuse-ssl-bypass-waf
	acccheck\|0.2.1\|A password dictionary attack tool that targets windows authentication via the SMB protocol.\| blackarch-cracker \|http://labs.portcullis.co.uk/tools/acccheck/
	ace\|1.10\|Automated Corp

	#!/usr/bin/env bash

	set -Eeuo pipefail
	trap cleanup SIGINT SIGTERM ERR EXIT

	script_dir=$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd -P)

	usage() {
	cat <<EOF
	Usage: $(basename "${BASH_SOURCE[0]}") [-h] [-v] [-f] -p param_value arg1 [arg2...]

	# Blocklists for UBlock Origin + PiHole
	# Mostly taken from https://firebog.net/

	# List of 'Suspicious' Domains
	https://raw.githubusercontent.com/PolishFiltersTeam/KADhosts/master/KADhosts.txt
	https://raw.githubusercontent.com/FadeMind/hosts.extras/master/add.Spam/hosts
	https://v.firebog.net/hosts/static/w3kbl.txt
	https://raw.githubusercontent.com/matomo-org/referrer-spam-blacklist/master/spammers.txt
	https://someonewhocares.org/hosts/zero/hosts
	https://raw.githubusercontent.com/VeleSila/yhosts/master/hosts