As AI coding agents (such as Claude Code, Cursor, and Cline) become integrated into daily software development, engineers are increasingly tasking them with security audits, binary analysis, and vulnerability detection. However, without structured guidance, AI models frequently guess random command-line arguments or struggle to coordinate complex multi-step security tools.
reverse-skill is an open-source framework developed by zhaoxuya520 to solve AI security task coordination. Built as a deterministic "skill router," reverse-skill
provides AI agents with verified execution paths and toolchain bootstrapping for reverse engineering and security research.
reverse-skill
acts as an intelligence routing layer between AI agents and local security utilities. Instead of executing arbitrary terminal commands, the agent evaluates incoming tasks against a deterministic routing pipeline, selecting established methodologies for decompilation, memory analysis, or network auditing.
reverse-skill
organizes security workflows into structured rules. When an AI agent encounters a task (such as inspecting an Android APK or analyzing a binary executable), the router directs the agent to a step-by-step methodology, minimizing ad-hoc execution errors.
reverse-skill
includes local indexing scripts (refresh-tool-index.sh
/ .ps1
) that automatically scan your system. It indexes installed reverse-engineering tools—such as Ghidra, GDB, Radare2, Frida, Nmap, and Apktool—configuring exact executable paths for your AI agent.
The framework maintains trajectory logs and CTF regression benchmarks. As your AI agent completes complex analysis tasks, reverse-skill
refines its local knowledge base, preserving successful methodologies for future audits.
reverse-skill
installs easily across modern AI coding environments:
git clone https://github.com/zhaoxuya520/reverse-skill.git
cd reverse-skill
bash skills/scripts/refresh-tool-index.sh # (or .ps1 on Windows)
Simply reference the reverse-skill
directory in your agent configuration (.claude/settings.json
, .cursorrules
, or .clinerules
).
By providing AI coding assistants with verified execution paths and automatic toolchain indexing, reverse-skill
brings structure to AI-assisted cybersecurity. It empowers security researchers and developers to conduct thorough, repeatable security audits efficiently.
Want to enhance your agent's security capabilities? Check out the Reverse-Skill GitHub Repository.