FI

firmware-analyst

Extract and analyze firmware from IoT and embedded hardware to identify vulnerabilities.

Install

mkdir -p .claude/skills/firmware-analyst && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/2062" && unzip -o skill.zip -d .claude/skills/firmware-analyst && rm skill.zip

Installs to .claude/skills/firmware-analyst

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.
105 charsno explicit “when” trigger
Advanced

Key capabilities

  • Extract firmware from hardware via UART or flash dumps
  • Perform entropy analysis to detect compression or encryption
  • Automate filesystem extraction using binwalk
  • Identify hardcoded credentials and sensitive strings
  • Analyze binary security properties with checksec
  • Emulate firmware using QEMU or Firmadyne

How it works

The skill guides users through a structured workflow of firmware acquisition, filesystem extraction, and vulnerability analysis using tools like binwalk, Ghidra, and QEMU. It provides specific commands for identifying architecture, searching for hardcoded credentials, and emulating binaries.

Inputs & outputs

You give it
Binary firmware image file
You get back
Extracted filesystem and security assessment report

When to use firmware-analyst

  • Extract firmware from a bin file
  • Identify vulnerabilities in IoT device firmware
  • Perform entropy analysis on hardware images
  • Reverse engineer an embedded file system

About this skill

⚠️ AUTHORIZED USE ONLY This skill is for educational purposes or authorized security assessments only. You must have explicit, written permission from the system owner before using this tool. Misuse of this tool is illegal and strictly prohibited.

Mandatory confirmation gate Before running any command that probes, exploits, changes, persists on, extracts data from, or attempts credential access against a target:

  1. Ask the user to state the exact target URL, IP, account, or resource.
  2. Ask the user to confirm written authorization and the permitted scope.
  3. Show the exact command(s) and explain their expected effect.
  4. Wait for explicit confirmation in the current conversation.

Without that confirmation, remain read-only and provide defensive guidance only. Prefer a sandbox, disposable VM, or controlled lab.

Download from vendor

wget http://vendor.com/firmware/update.bin

Extract from device via debug interface

UART console access

screen /dev/ttyUSB0 115200

Copy firmware partition

dd if=/dev/mtd0 of=/tmp/firmware.bin

Extract via network protocols

TFTP during boot

HTTP/FTP from device web interface


### Hardware Methods

UART access - Serial console connection JTAG/SWD - Debug interface for memory access SPI flash dump - Direct chip reading NAND/NOR dump - Flash memory extraction Chip-off - Physical chip removal and reading Logic analyzer - Protocol capture and analysis


## Use this skill when

- Working on download from vendor tasks or workflows
- Needing guidance, best practices, or checklists for download from vendor

## Do not use this skill when

- The task is unrelated to download from vendor
- You need a different domain or tool outside this scope

## Instructions

- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open `resources/implementation-playbook.md`.

## Firmware Analysis Workflow

### Phase 1: Identification
```bash
# Basic file identification
file firmware.bin
binwalk firmware.bin

# Entropy analysis (detect compression/encryption)
# Binwalk v3: generates entropy PNG graph
binwalk --entropy firmware.bin
binwalk -E firmware.bin  # Short form

# Identify embedded file systems and auto-extract
binwalk --extract firmware.bin
binwalk -e firmware.bin  # Short form

# String analysis
strings -a firmware.bin | grep -i "password\|key\|secret"

Phase 2: Extraction

# Binwalk v3 recursive extraction (matryoshka mode)
binwalk --extract --matryoshka firmware.bin
binwalk -eM firmware.bin  # Short form

# Extract to custom directory
binwalk -e -C ./extracted firmware.bin

# Verbose output during recursive extraction
binwalk -eM --verbose firmware.bin

# Manual extraction for specific formats
# SquashFS
unsquashfs filesystem.squashfs

# JFFS2
jefferson filesystem.jffs2 -d output/

# UBIFS
ubireader_extract_images firmware.ubi

# YAFFS
unyaffs filesystem.yaffs

# Cramfs
cramfsck -x output/ filesystem.cramfs

Phase 3: File System Analysis

# Explore extracted filesystem
find . -name "*.conf" -o -name "*.cfg"
find . -name "passwd" -o -name "shadow"
find . -type f -executable

# Find hardcoded credentials
grep -r "password" .
grep -r "api_key" .
grep -rn "BEGIN RSA PRIVATE KEY" .

# Analyze web interface
find . -name "*.cgi" -o -name "*.php" -o -name "*.lua"

# Check for vulnerable binaries
checksec --dir=./bin/

Phase 4: Binary Analysis

# Identify architecture
file bin/httpd
readelf -h bin/httpd

# Load in Ghidra with correct architecture
# For ARM: specify ARM:LE:32:v7 or similar
# For MIPS: specify MIPS:BE:32:default

# Set up cross-compilation for testing
# ARM
arm-linux-gnueabi-gcc exploit.c -o exploit
# MIPS
mipsel-linux-gnu-gcc exploit.c -o exploit

Common Vulnerability Classes

Authentication Issues

Hardcoded credentials     - Default passwords in firmware
Backdoor accounts         - Hidden admin accounts
Weak password hashing     - MD5, no salt
Authentication bypass     - Logic flaws in login
Session management        - Predictable tokens

Command Injection

// Vulnerable pattern
char cmd[256];
sprintf(cmd, "ping %s", user_input);
system(cmd);

// Test payloads
; id
| cat /etc/passwd
`whoami`
$(id)

Memory Corruption

Stack buffer overflow    - strcpy, sprintf without bounds
Heap overflow           - Improper allocation handling
Format string           - printf(user_input)
Integer overflow        - Size calculations
Use-after-free          - Improper memory management

Information Disclosure

Debug interfaces        - UART, JTAG left enabled
Verbose errors          - Stack traces, paths
Configuration files     - Exposed credentials
Firmware updates        - Unencrypted downloads

Tool Proficiency

Extraction Tools

binwalk v3           - Firmware extraction and analysis (Rust rewrite, faster, fewer false positives)
firmware-mod-kit     - Firmware modification toolkit
jefferson            - JFFS2 extraction
ubi_reader           - UBIFS extraction
sasquatch            - SquashFS with non-standard features

Analysis Tools

Ghidra               - Multi-architecture disassembly
IDA Pro              - Commercial disassembler
Binary Ninja         - Modern RE platform
radare2              - Scriptable analysis
Firmware Analysis Toolkit (FAT)
FACT                 - Firmware Analysis and Comparison Tool

Emulation

QEMU                 - Full system and user-mode emulation
Firmadyne            - Automated firmware emulation
EMUX                 - ARM firmware emulator
qemu-user-static     - Static QEMU for chroot emulation
Unicorn              - CPU emulation framework

Hardware Tools

Bus Pirate           - Universal serial interface
Logic analyzer       - Protocol analysis
JTAGulator           - JTAG/UART discovery
Flashrom             - Flash chip programmer
ChipWhisperer        - Side-channel analysis

Emulation Setup

QEMU User-Mode Emulation

# Install QEMU user-mode
apt install qemu-user-static

# Copy QEMU static binary to extracted rootfs
cp /usr/bin/qemu-arm-static ./squashfs-root/usr/bin/

# Chroot into firmware filesystem
sudo chroot squashfs-root /usr/bin/qemu-arm-static /bin/sh

# Run specific binary
sudo chroot squashfs-root /usr/bin/qemu-arm-static /bin/httpd

Full System Emulation with Firmadyne

# Extract firmware
./sources/extractor/extractor.py -b brand -sql 127.0.0.1 \
    -np -nk "firmware.bin" images

# Identify architecture and create QEMU image
./scripts/getArch.sh ./images/1.tar.gz
./scripts/makeImage.sh 1

# Infer network configuration
./scripts/inferNetwork.sh 1

# Run emulation
./scratch/1/run.sh

Security Assessment

Checklist

[ ] Firmware extraction successful
[ ] File system mounted and explored
[ ] Architecture identified
[ ] Hardcoded credentials search
[ ] Web interface analysis
[ ] Binary security properties (checksec)
[ ] Network services identified
[ ] Debug interfaces disabled
[ ] Update mechanism security
[ ] Encryption/signing verification
[ ] Known CVE check

Reporting Template

# Firmware Security Assessment

## Device Information
- Manufacturer:
- Model:
- Firmware Version:
- Architecture:

## Findings Summary
| Finding | Severity | Location |
|---------|----------|----------|

## Detailed Findings
### Finding 1: [Title]
- Severity: Critical/High/Medium/Low
- Location: /path/to/file
- Description:
- Proof of Concept:
- Remediation:

## Recommendations
1. ...

Ethical Guidelines

Appropriate Use

  • Security audits with device owner authorization
  • Bug bounty programs
  • Academic research
  • CTF competitions
  • Personal device analysis

Never Assist With

  • Unauthorized device compromise
  • Bypassing DRM/licensing illegally
  • Creating malicious firmware
  • Attacking devices without permission
  • Industrial espionage

Response Approach

  1. Verify authorization: Ensure legitimate research context
  2. Assess device: Understand target device type and architecture
  3. Guide acquisition: Appropriate firmware extraction method
  4. Analyze systematically: Follow structured analysis workflow
  5. Identify issues: Security vulnerabilities and misconfigurations
  6. Document findings: Clear reporting with remediation guidance

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

When not to use it

  • Tasks unrelated to firmware extraction or analysis
  • Unauthorized device compromise or industrial espionage

Prerequisites

Hardware debug interface accessTarget device firmware imageAuthorization for security assessment

Limitations

  • Requires manual environment-specific validation
  • Not a substitute for expert security review

How it compares

Unlike manual reverse engineering, this skill provides a standardized checklist and automated extraction patterns to identify common vulnerability classes like command injection and memory corruption.

Compared to similar skills

firmware-analyst side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
firmware-analyst (this skill)94moReviewAdvanced
reverse-engineering-tools734moNo flagsAdvanced
ghidra167moReviewAdvanced
memory-forensics72moReviewAdvanced

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