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binary-re:static-analysis

@2389-research⭐ 18 stars

Performs static analysis of binary code using radare2 and Ghidra — function enumeration, cross-reference tracing, decompilation, and control flow graphs without executing the binary. Use when disassembling or decompiling code, mapping functions, tracing data flow, or building hypotheses before dynamic verification.

Use with your AI agent

Open your project in any AI assistant that can read your files. Works with ChatGPT, Claude, Claude Code, Codex, Cursor, Hermes Agent, OpenClaw, Grok Bot, and more.

Download SKILL.md

Your agent needs access to this page’s linked instructions and your project files. Copying does not install or execute anything.

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// RATINGS

⭐GitHub Stars
⭐⭐ 18 on GitHubGitHub ↗

Growing

🟢ProSkills Score
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📍

Not yet listed on ClawHub or SkillsMP

// README

Binary Reverse Engineering Plugin

You pulled a binary off an embedded device. It's an ELF, probably ARM, and you need to figure out what it does. Binary RE gives Claude the tools to help — radare2 for disassembly, Ghidra for decompilation, GDB for dynamic analysis, QEMU for emulation — driven by hypothesis-testing, not blind exploration.

Installation

/plugin marketplace add 2389-research/claude-plugins
/plugin install binary-re@2389-research

What this plugin provides

Skills

  • binary-re -- structured RE workflow with hypothesis-driven analysis

Sub-skills

NameDescription
binary-re:triageFast binary fingerprinting — architecture, ABI, dependencies, and strings via rabin2. Use first on any unknown binary.
binary-re:static-analysisDeep code analysis via radare2 and Ghidra — functions, cross-references, decompilation, and CFGs without execution.
binary-re:dynamic-analysisRuntime behavior observation via QEMU, GDB, and Frida — syscall tracing, breakpoints, and memory inspection; requires human approval.
binary-re:synthesisCompiles analysis findings into structured reports with validated hypotheses and evidence chains.
binary-re:tool-setupInstalls and configures radare2, Ghidra, GDB, QEMU, Frida, and cross-compilation toolchains.

Capabilities

  • Cross-architecture static analysis (ARM64, ARMv7, x86_64, MIPS)
  • Dynamic tracing via QEMU user-mode emulation
  • GDB integration for debugging
  • Ghidra headless decompilation
  • Human-in-the-loop gates for risky operations

Quick example

User: "Analyze this binary from an IoT device - ARM, Linux-based"

Claude: [Triggers binary-re skill]

Let me start with triage to understand what we're working with.

Phase 1: Initial Triage
┌─────────────────────────────────────────┐
│ Architecture: ARM 32-bit LE (v7)        │
│ Libc: musl 1.2.3                        │
│ Dependencies: libcurl, libssl, libz     │
│ Stripped: Yes                           │
│ Strings: 847 (including URLs, paths)    │
└─────────────────────────────────────────┘

FACTS recorded:
- Links against libcurl.so.4 (network client)
- Contains string "api.vendor.com/telemetry"
- Imports socket, connect, SSL_read functions

HYPOTHESIS: This is a telemetry client that phones home over HTTPS
Confidence: 0.7
Evidence: curl+ssl imports, telemetry URL string

Do you want me to proceed with static analysis of network-related
functions, or should we try dynamic analysis under QEMU first?

Tool requirements

# Required
sudo apt install radare2 qemu-user gdb-multiarch

# Recommended
# Ghidra from https://ghidra-sre.org/
pip install frida-tools

# ARM sysroots
sudo apt install libc6-armhf-cross libc6-arm64-cross

Use cases

  • Firmware analysis -- understand device behavior without source
  • Protocol reverse engineering -- map network communications
  • Security research -- find vulnerabilities in embedded systems
  • Hardware hacking -- analyze robot/IoT device internals

Philosophy

The LLM drives analysis; the human provides context.

You tell Claude what platform/device the binary came from, what hardware is involved, what the binary is theorized to do, and any constraints (no network, isolated test env, etc).

Claude runs the tools, forms hypotheses from evidence, designs experiments to test theories, and synthesizes findings into something actionable.

Human-in-the-loop

The skill asks for confirmation before:

  • Executing binaries (even sandboxed)
  • Network-capable dynamic analysis
  • Operations requiring device access
  • Major changes in analysis direction

Documentation


If Binary RE helped you crack a firmware blob, a ⭐ helps us know it's landing.

Built by 2389 · Part of the Claude Code plugin marketplace

// HOW IT'S BUILT

KEY FILES

skills/static-analysis/SKILL.mdREADME.md

// REPO STATS

18 stars