A sysadmin's cheat sheet for making AI agents do reverse engineering
This PowerShell-heavy repo turns Claude Code and friends into a guided missile for APK analysis, CTFs, and binary diffing—if you can survive the bootstrap ritual.

What it does
reverse-skill is a routing layer and documentation pack that tells AI coding agents (Claude Code, Cursor, Cline, etc.) how to handle security tasks. Drop it in a project, run a bootstrap script to index your local tools, and the agent supposedly knows whether to reach for jadx, radare2, or a 40-skill CTF playbook instead of hallucinating its way through an APK.
The interesting bit
The README is literally written to the AI first, with a mandatory bootstrap flow the agent must execute before doing anything else. It’s a rare case of documentation that treats the human as secondary—there’s even a separate OVERVIEW.md for people who still read things. The routing matrix in routing.md and auto-generated tool-index.md are the actual engine; everything else is scaffolding to make agents self-configuring across Windows, Kali, and macOS.
Key highlights
- Task routing, not tool installation: Classifies jobs (APK reverse, JS deobfuscation, firmware pentest, EDR bypass) before touching binaries
- CTF Sandbox Orchestrator: 40+ sub-skills for competition workflows, kept in a separate directory with relative-path coupling to
routing.md - Cross-platform bootstrap scripts: PowerShell for Windows, Bash for Linux/macOS/Kali, with OS auto-detection
- Auto-evolving field journal: Logs experience under
skills/field-journal/(exact format unclear from README) - MCP and hook integration: Designed to plug into Claude Code hooks, Cursor Rules, Cline custom instructions, etc.
Caveats
- PowerShell-primary, despite the security audience: Linux/macOS support exists but feels secondary; Windows paths like
D:\APP\IDAare hardcoded as examples throughout - Bootstrap is mandatory and brittle:
tool-index.mdis gitignored and doesn’t exist until you run the script; the README warns that skipping this breaksRULES.mdentirely - No actual tools included: This is pure orchestration glue—you still need to install
jadx,radare2, IDA Pro,apktool, etc. yourself - CTF directory placement is finicky: Move
CTF-Sandbox-Orchestratoroutside the package root and you must manually patchrouting.md
Verdict
Worth a look if you’re already using Claude Code or Cursor for security work and tired of re-explaining Ghidra’s UI to an agent. Skip it if you want actual tools, one-click installers, or a workflow that doesn’t require editing hardcoded Windows paths in five files before your first run.