Add folder anatomy (scripts/agent.py + references/api-reference.md) for 648 cybersecurity skills

Complete skill folder anatomy across all cybersecurity skills:
- scripts/agent.py: 80-150 line Python agents using real libraries (impacket,
  boto3, azure-mgmt-*, kubernetes, pefile, yara, scapy, shodan, stix2, etc.)
- references/api-reference.md: real API documentation with method signatures
- LICENSE: MIT license for all skill folders
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mukul975
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MIT License
Copyright (c) 2025 Anthropic Agent Skills Contributors
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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# API Reference: Firmware Malware Analysis
## binwalk CLI
| Command | Description |
|---------|-------------|
| `binwalk <firmware>` | Scan and display embedded file signatures |
| `binwalk -e <firmware>` | Extract identified components |
| `binwalk -eM <firmware>` | Recursive extraction with signature scanning |
| `binwalk -E <firmware>` | Entropy analysis for encrypted/compressed regions |
| `binwalk -A <firmware>` | Scan for executable opcode signatures |
## binwalk Python API
```python
import binwalk
for module in binwalk.scan("firmware.bin", signature=True, extract=True):
for result in module.results:
print(f"0x{result.offset:X} {result.description}")
```
## chipsec CLI (UEFI Analysis)
| Command | Description |
|---------|-------------|
| `python chipsec_main.py -m common.bios_wp` | Check BIOS write protection |
| `python chipsec_main.py -m common.spi_lock` | Check SPI flash lock status |
| `python chipsec_main.py -m common.secureboot` | Verify Secure Boot configuration |
| `python chipsec_util.py spi dump <output>` | Dump UEFI firmware from SPI flash |
## Python Libraries
| Library | Version | Purpose |
|---------|---------|---------|
| `subprocess` | stdlib | Execute binwalk, file, and strings commands |
| `hashlib` | stdlib | SHA-256 hashing for firmware integrity |
| `re` | stdlib | Pattern matching for IOC extraction |
## References
- binwalk: https://github.com/ReFirmLabs/binwalk
- Firmadyne: https://github.com/firmadyne/firmadyne
- UEFITool: https://github.com/LongSoft/UEFITool
- chipsec: https://github.com/chipsec/chipsec
- EMBA firmware analyzer: https://github.com/e-m-b-a/emba
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#!/usr/bin/env python3
"""Agent for performing firmware malware analysis.
Automates firmware extraction with binwalk, filesystem analysis,
string extraction, entropy analysis, and IOC identification.
"""
import subprocess
import os
import sys
import hashlib
import json
import re
from pathlib import Path
class FirmwareAnalysisAgent:
"""Automates firmware image analysis and malware detection."""
def __init__(self, firmware_path, output_dir):
self.firmware_path = Path(firmware_path)
self.output_dir = Path(output_dir)
self.output_dir.mkdir(parents=True, exist_ok=True)
def compute_hash(self):
"""Compute SHA-256 hash of the firmware image."""
sha256 = hashlib.sha256(self.firmware_path.read_bytes()).hexdigest()
return {"sha256": sha256, "size": self.firmware_path.stat().st_size}
def run_binwalk_scan(self):
"""Scan firmware with binwalk to identify embedded components."""
result = subprocess.run(
["binwalk", str(self.firmware_path)],
capture_output=True, text=True
)
return {"output": result.stdout, "returncode": result.returncode}
def run_binwalk_extract(self):
"""Extract firmware components with binwalk recursive extraction."""
extract_dir = self.output_dir / "extracted"
result = subprocess.run(
["binwalk", "-eM", "-C", str(extract_dir), str(self.firmware_path)],
capture_output=True, text=True
)
return {"extract_dir": str(extract_dir), "returncode": result.returncode}
def run_entropy_analysis(self):
"""Run binwalk entropy analysis to detect encrypted/compressed regions."""
result = subprocess.run(
["binwalk", "-E", str(self.firmware_path)],
capture_output=True, text=True
)
return {"output": result.stdout}
def find_filesystem_root(self):
"""Locate extracted filesystem root directory."""
extract_dir = self.output_dir / "extracted"
for root, dirs, files in os.walk(str(extract_dir)):
if "squashfs-root" in dirs:
return Path(root) / "squashfs-root"
if "etc" in dirs and "bin" in dirs:
return Path(root)
return None
def search_hardcoded_credentials(self, fs_root):
"""Search filesystem for hardcoded credentials."""
findings = []
patterns = [
(r"password|passwd|secret|api_key|token", "credential_keyword"),
(r"root:\$[0-9a-zA-Z\$\.\/]+", "password_hash"),
(r"ssh-rsa\s+[A-Za-z0-9+/=]+", "ssh_key"),
]
search_dirs = ["etc", "usr/bin", "usr/sbin", "home", "root", "var"]
for search_dir in search_dirs:
target = fs_root / search_dir
if not target.exists():
continue
for filepath in target.rglob("*"):
if not filepath.is_file():
continue
try:
content = filepath.read_text(errors="ignore")
for pattern, finding_type in patterns:
matches = re.findall(pattern, content, re.IGNORECASE)
if matches:
findings.append({
"file": str(filepath.relative_to(fs_root)),
"type": finding_type,
"match_count": len(matches),
"samples": matches[:3],
})
except (PermissionError, OSError):
continue
return findings
def check_startup_scripts(self, fs_root):
"""Analyze startup scripts for backdoor entries."""
scripts = []
startup_paths = [
"etc/init.d", "etc/rc.d", "etc/inittab", "etc/rcS",
"etc/crontab", "etc/cron.d",
]
suspicious_patterns = [
r"nc\s+-[el]", r"netcat", r"bash\s+-i", r"wget\s+http",
r"curl\s+http.*\|.*sh", r"telnetd", r"/dev/tcp/",
]
for spath in startup_paths:
target = fs_root / spath
if target.is_file():
scripts.append(self._analyze_script(target, fs_root, suspicious_patterns))
elif target.is_dir():
for f in target.iterdir():
if f.is_file():
scripts.append(self._analyze_script(f, fs_root, suspicious_patterns))
return [s for s in scripts if s]
def _analyze_script(self, filepath, fs_root, patterns):
"""Analyze a single script for suspicious content."""
try:
content = filepath.read_text(errors="ignore")
except (PermissionError, OSError):
return None
suspicious = []
for pattern in patterns:
if re.search(pattern, content, re.IGNORECASE):
suspicious.append(pattern)
return {
"file": str(filepath.relative_to(fs_root)),
"size": filepath.stat().st_size,
"suspicious_patterns": suspicious,
"is_suspicious": len(suspicious) > 0,
}
def find_elf_binaries(self, fs_root):
"""Identify all ELF binaries in the extracted filesystem."""
binaries = []
for filepath in fs_root.rglob("*"):
if not filepath.is_file():
continue
try:
result = subprocess.run(
["file", "--brief", str(filepath)],
capture_output=True, text=True
)
if "ELF" in result.stdout:
binaries.append({
"file": str(filepath.relative_to(fs_root)),
"type": result.stdout.strip(),
"size": filepath.stat().st_size,
"sha256": hashlib.sha256(filepath.read_bytes()).hexdigest(),
})
except (PermissionError, OSError):
continue
return binaries
def extract_strings_iocs(self, fs_root):
"""Extract IOCs (IPs, URLs, domains) from firmware binaries."""
iocs = {"ips": set(), "urls": set(), "domains": set()}
ip_pattern = re.compile(r"\b(?:\d{1,3}\.){3}\d{1,3}\b")
url_pattern = re.compile(r"https?://[^\s\"'<>]+")
domain_pattern = re.compile(r"\b[a-z0-9](?:[a-z0-9-]{0,61}[a-z0-9])?\.[a-z]{2,}\b")
for filepath in fs_root.rglob("*"):
if not filepath.is_file() or filepath.stat().st_size > 10_000_000:
continue
try:
content = filepath.read_bytes().decode("utf-8", errors="ignore")
iocs["ips"].update(ip_pattern.findall(content))
iocs["urls"].update(url_pattern.findall(content))
iocs["domains"].update(domain_pattern.findall(content))
except (PermissionError, OSError):
continue
private_ips = {"127.0.0.1", "0.0.0.0", "255.255.255.255"}
iocs["ips"] -= private_ips
return {k: sorted(v) for k, v in iocs.items()}
def generate_report(self):
"""Run full firmware analysis and generate a report."""
report = {"firmware": str(self.firmware_path), "hash": self.compute_hash()}
report["binwalk_scan"] = self.run_binwalk_scan()
self.run_binwalk_extract()
fs_root = self.find_filesystem_root()
if fs_root:
report["credentials"] = self.search_hardcoded_credentials(fs_root)
report["startup_scripts"] = self.check_startup_scripts(fs_root)
report["elf_binaries"] = self.find_elf_binaries(fs_root)[:50]
report["iocs"] = self.extract_strings_iocs(fs_root)
else:
report["filesystem"] = "No filesystem root found"
report_path = self.output_dir / "firmware_analysis_report.json"
with open(report_path, "w") as f:
json.dump(report, f, indent=2, default=list)
print(json.dumps(report, indent=2, default=list))
return report
def main():
if len(sys.argv) < 3:
print("Usage: agent.py <firmware_image> <output_dir>")
sys.exit(1)
agent = FirmwareAnalysisAgent(sys.argv[1], sys.argv[2])
agent.generate_report()
if __name__ == "__main__":
main()