firmware-analyst▌
sickn33/antigravity-awesome-skills · updated Apr 29, 2026
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wget http://vendor.com/firmware/update.bin
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
- Verify authorization: Ensure legitimate research context
- Assess device: Understand target device type and architecture
- Guide acquisition: Appropriate firmware extraction method
- Analyze systematically: Follow structured analysis workflow
- Identify issues: Security vulnerabilities and misconfigurations
- Document findings: Clear reporting with remediation guidance
How to use firmware-analyst on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add firmware-analyst
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches firmware-analyst from GitHub repository sickn33/antigravity-awesome-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate firmware-analyst. Access the skill through slash commands (e.g., /firmware-analyst) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.8★★★★★33 reviews- ★★★★★Sophia Martin· Dec 24, 2024
firmware-analyst is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Sophia Taylor· Dec 24, 2024
firmware-analyst reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Pratham Ware· Dec 20, 2024
firmware-analyst reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Sofia Yang· Nov 15, 2024
I recommend firmware-analyst for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Sakshi Patil· Nov 11, 2024
I recommend firmware-analyst for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Sofia Martin· Oct 6, 2024
Useful defaults in firmware-analyst — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Chaitanya Patil· Oct 2, 2024
Useful defaults in firmware-analyst — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Sofia Abbas· Sep 25, 2024
firmware-analyst has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Piyush G· Sep 21, 2024
firmware-analyst has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Hiroshi Johnson· Sep 21, 2024
firmware-analyst reduced setup friction for our internal harness; good balance of opinion and flexibility.
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