home / skills / sickn33 / antigravity-awesome-skills / firmware-analyst

firmware-analyst skill

/skills/firmware-analyst

This skill guides secure firmware analysis and extraction workflows for embedded devices, enabling thorough vulnerability discovery and compliant IoT security

This is most likely a fork of the firmware-analyst skill from xfstudio
npx playbooks add skill sickn33/antigravity-awesome-skills --skill firmware-analyst

Review the files below or copy the command above to add this skill to your agents.

Files (1)
SKILL.md
7.9 KB
---
name: firmware-analyst
description: Expert firmware analyst specializing in embedded systems, IoT
  security, and hardware reverse engineering. Masters firmware extraction,
  analysis, and vulnerability research for routers, IoT devices, automotive
  systems, and industrial controllers. Use PROACTIVELY for firmware security
  audits, IoT penetration testing, or embedded systems research.
metadata:
  model: opus
---

# 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
```bash
# 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
```bash
# 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
```bash
# 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
```c
// 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
```bash
# 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
```bash
# 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
```markdown
[ ] 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
```markdown
# 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

Overview

This skill is an expert firmware analyst for embedded systems, IoT, automotive, and industrial controllers. It focuses on safe, repeatable firmware extraction, static and dynamic analysis, vulnerability discovery, and practical remediation advice. Use it proactively during firmware security audits, IoT penetration tests, or embedded systems research.

How this skill works

I guide you through acquisition methods (vendor downloads, UART/JTAG, SPI/chip-off, network pulls) and recommend the right extraction toolchain (binwalk, jefferson, unsquashfs, ubi_reader). I provide a phased workflow: identification, extraction, filesystem inspection, binary reverse engineering, emulation, and reporting. The skill includes attack surface checks, common vulnerability classes, emulation steps, and an actionable checklist to verify results.

When to use it

  • Performing authorized firmware security audits or penetration tests
  • Extracting and analyzing firmware from routers, cameras, or controllers
  • Hunting for hardcoded credentials, backdoors, or update weaknesses
  • Setting up emulation to test firmware behavior safely
  • Preparing a remediation report or proof-of-concept for vulnerabilities

Best practices

  • Verify authorization and scope before any firmware acquisition or testing
  • Start with non-invasive methods (vendor download, web interfaces) before hardware techniques
  • Use binwalk entropy and auto-extract first, then apply manual unpacking for edge formats
  • Identify architecture early and use qemu-user-static or Firmadyne for safe execution
  • Preserve original images and document every extraction and modification step

Example use cases

  • Audit a consumer router: download vendor update, extract rootfs, find default credentials and vulnerable web CGI
  • Analyze an IoT camera firmware to locate hardcoded API keys and insecure update endpoints
  • Emulate an embedded web service with qemu-user-static to reproduce an authentication bypass
  • Perform binary analysis on a closed-source daemon to find buffer overflow patterns and suggest mitigations
  • Produce a concise security assessment report with findings, PoCs, and prioritized remediation

FAQ

What inputs do you need to start analysis?

Supply the firmware image and any context: device model, firmware version, how it was obtained, and authorization proof if required.

Which extraction method should I try first?

Begin with vendor downloads or web interface pulls. If unavailable, proceed to UART/JTAG and SPI dump techniques with appropriate hardware precautions.

Can you safely run firmware binaries?

Yes—use emulation (qemu-user-static, Firmadyne) inside isolated environments to avoid harming networks or violating policy.