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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.

@Neo23x0
Neo23x0 / TI-Search-Shortcuts.md
Last active February 18, 2022 13:00
Search Engine Shortcuts

Search Engine Shortcuts

Use Manage Search Engines in your browser to add these search engines. You can then use the 'keyword' in the URL bar to do a quick lookup. Find more details about managing your search engines in Chrome here.

e.g. Type

v dad8ebcbb5fa6721ccad45b81874e22c
@HarmJ0y
HarmJ0y / cobaltstrike_sa.txt
Created September 28, 2018 22:22
Cobalt Strike Situational Awareness Commands
Windows version:
reg query x64 HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion
Users who have authed to the system:
ls C:\Users\
System env variables:
reg query x64 HKLM\SYSTEM\CurrentControlSet\Control\Session Manager\Environment
Saved outbound RDP connections:
@NullArray
NullArray / copy-locker.sh
Last active July 21, 2019 20:17
Shell script that finds all files and directories that have been modified in the last hour, copies them to a temporary directory and stored them as an encrypted archive.
#!/bin/bash
#____ ____ __
#\ \ / /____ _____/ |_ ___________
# \ Y // __ \_/ ___\ __\/ _ \_ __ \
# \ /\ ___/\ \___| | ( <_> ) | \/
# \___/ \___ >\___ >__| \____/|__|
# \/ \/
#--Author : Vector/NullArray
#----Twitter: @Real__Vector
#--------Licensed under GNU GPL 3
@mattifestation
mattifestation / GetCatalogHashes.ps1
Created December 16, 2017 16:48
Sample code used to extract catalog hashes from a mounted Windows image
# https://github.com/mattifestation/CatalogTools
Import-Module CatalogTools
# install.wim was mounted to C:\Mount with Mount-WindowsImage
$SystemCatalogEntries = ls -Path C:\Mount -Include '*.cat' -Recurse | % {
$CatalogInfo = Get-CatalogFile -Path $_.FullName
$FilePath = 'C:' + $CatalogInfo.FilePath.Path.Substring(8)
$CatalogInfo.CatalogMembers | ? { $_.HashInfo.Algorithm -and $_.HashInfo.FileHash } | % {
$Hint = $null
@Rurik
Rurik / parse_procmon_filters.py
Last active December 5, 2021 16:55
Quick tool to find and extract filters from Procmon configuration files
# Procmon Rule Parser v0.02
# Brian Baskin - @bbaskin
# Reads default rules from an exported Procmon Configuration (.PMC) or Procmon Filter (.PMF) file
# Example output:
"""
12:09:59-bbaskin@~/Development/Noriben$ python parse_procmon_filters.py -f ProcmonConfiguration.pmc
[Exclude] Process Name is Procmon64.exe
[Exclude] Operation is QueryStandardInformationFile
[Exclude] Operation is RegOpenKey
[Exclude] Operation is NotifyChangeDirectory
@joegasper
joegasper / Get-PingSweep.ps1
Last active May 27, 2024 15:52
Get-PingSweep - super fast (~500ms) subnet ping sweep with option to resolve IP address
# Inspiration from https://twitter.com/mrhvid/status/929717169130176512 @mrhvid @Lee_Holmes
function ResolveIp($IpAddress) {
try {
(Resolve-DnsName $IpAddress -QuickTimeout -ErrorAction SilentlyContinue).NameHost
} catch {
$null
}
}
@Neo23x0
Neo23x0 / yara_performance_guidelines.md
Last active July 14, 2025 09:04
YARA Performance Guidelines

This Gist has been transfered into a Github Repo. You'll find the most recent version here.

YARA Performance Guidelines

When creating your rules for YARA keep in mind the following guidelines in order to get the best performance from them. This guide is based on ideas and recommendations by Victor M. Alvarez and WXS.

  • Revision 1.4, October 2020, applies to all YARA versions higher than 3.7