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@PJUllrich
PJUllrich / audit.ex
Created May 12, 2026 10:58
The Prompts I use for finding Vulnerabilities in Elixir/Erlang projects
defmodule MyApp.Prompts.Audit do
@moduledoc """
Prompts for the audit pipeline. Two entry points:
* `audit_file/4` — embeds a single source file in the prompt and
runs `MyApp.CodingAgent` against it. Style is `:simple` or
`:deep`; the executor picks based on `audit.strategy`.
* `audit_directory/2` — whole-package audit. Spawns the agent with
`:cwd` set to the source dir so it can use Read/Grep/Bash.
"""

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.

name reverse-engineer
description Perform static analysis on Android APK, iOS IPA, or bundled web apps to extract endpoints, secrets, permissions, code flow, and other security-relevant data

Reverse Engineering Static Analysis: #$ARGUMENTS

You are a reverse engineering specialist performing static analysis only on the target: #$ARGUMENTS

Important Disclaimers

@ih2502mk
ih2502mk / list.md
Last active May 29, 2026 18:16
Quantopian Lectures Saved
@kizzlah
kizzlah / mactex_guide.md
Created April 13, 2025 06:27
Complete MacTeX User Guide
@gvenk
gvenk / convert-all-youtube-urls-to-nocookie-bookmarklet.js
Last active May 29, 2026 18:10
Convert all youtube urls on a webpage to youtube-nocookie.com urls
javascript:void%20function(){const%20a=document.querySelectorAll(%22a%22);a.forEach(a=%3E{if(-1!==a.href.indexOf(%22youtube.com%22)){const%20b=new%20URL(a.href).searchParams,c=b.get(%22v%22);c%26%26(a.href=%22https://www.youtube-nocookie.com/embed/%22+c)}else-1!==a.href.indexOf(%22youtu.be%22)%26%26(a.href=a.href.replace(%22//youtu.be/%22,%22//www.youtube-nocookie.com/embed/%22))});const%20b=document.querySelectorAll(%22iframe%22);b.forEach(a=%3E{-1===a.src.indexOf(%22//www.youtube.com%22)%3F-1!==a.src.indexOf(%22//youtube.com%22)%26%26(a.src=a.src.replace(%22//youtube.com/%22,%22//www.youtube-nocookie.com/%22)):a.src=a.src.replace(%22//www.youtube.com/%22,%22//www.youtube-nocookie.com/%22)})}();