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: Detecting DNP3 Protocol Anomalies
## DNP3 Function Codes
| Code | Name | Risk Level |
|------|------|------------|
| 0x01 | READ | Normal |
| 0x02 | WRITE | Caution |
| 0x03 | SELECT | Caution |
| 0x04 | OPERATE | Critical |
| 0x05 | DIRECT_OPERATE | Critical |
| 0x0D | COLD_RESTART | Critical |
| 0x0E | WARM_RESTART | Critical |
| 0x10 | INITIALIZE_APPLICATION | Critical |
| 0x12 | STOP_APPLICATION | Critical |
## Zeek DNP3 Log Fields
```
#fields ts uid id.orig_h id.orig_p id.resp_h id.resp_p fc_request fc_reply
```
## Zeek DNP3 Protocol Analyzer
```bash
# Enable DNP3 analyzer in Zeek
zeek -C -r capture.pcap protocols/dnp3
# Output: dnp3.log with function codes, objects, IIN bits
```
## Suricata DNP3 Rules
```
alert dnp3 any any -> any 20000 (msg:"DNP3 Cold Restart"; \
dnp3_func:cold_restart; sid:1000001; rev:1;)
alert dnp3 any any -> any 20000 (msg:"DNP3 Direct Operate"; \
dnp3_func:direct_operate; sid:1000002; rev:1;)
```
## Scapy DNP3 Parsing
```python
from scapy.all import rdpcap
from scapy.contrib.dnp3 import DNP3
packets = rdpcap("dnp3_capture.pcap")
for pkt in packets:
if pkt.haslayer(DNP3):
print(pkt[DNP3].func_code)
```
## ICS-CERT Detection Indicators
| Anomaly | Detection Method |
|---------|-----------------|
| Unauthorized master | Source IP not in allowed list |
| Burst traffic | >10 events/sec from single source |
| Off-hours commands | Control operations outside maintenance windows |
| Unknown function codes | Function codes not in normal baseline |
## CLI Usage
```bash
python agent.py --zeek-log dnp3.log
python agent.py --zeek-log dnp3.log --authorized-masters masters.txt
```
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#!/usr/bin/env python3
"""DNP3 protocol anomaly detection agent for ICS/SCADA environments.
Analyzes DNP3 network traffic captures (via Zeek or pcap) to detect
unauthorized control commands, protocol violations, and traffic anomalies.
"""
import argparse
import json
import re
import subprocess
import sys
from collections import Counter, defaultdict
from datetime import datetime
DNP3_FUNCTION_CODES = {
0x01: ("READ", "normal"), 0x02: ("WRITE", "caution"),
0x03: ("SELECT", "caution"), 0x04: ("OPERATE", "critical"),
0x05: ("DIRECT_OPERATE", "critical"), 0x06: ("DIRECT_OPERATE_NR", "critical"),
0x0D: ("COLD_RESTART", "critical"), 0x0E: ("WARM_RESTART", "critical"),
0x0F: ("INITIALIZE_DATA", "critical"), 0x10: ("INITIALIZE_APPLICATION", "critical"),
0x11: ("START_APPLICATION", "critical"), 0x12: ("STOP_APPLICATION", "critical"),
0x14: ("ENABLE_UNSOLICITED", "caution"), 0x15: ("DISABLE_UNSOLICITED", "caution"),
0x18: ("RECORD_CURRENT_TIME", "normal"),
0x81: ("RESPONSE", "normal"), 0x82: ("UNSOLICITED_RESPONSE", "normal"),
}
AUTHORIZED_MASTERS = set()
AUTHORIZED_OUTSTATIONS = set()
def load_authorized_hosts(filepath):
hosts = set()
if filepath:
with open(filepath, "r") as f:
for line in f:
line = line.strip()
if line and not line.startswith("#"):
hosts.add(line)
return hosts
def parse_zeek_dnp3_log(filepath):
events = []
with open(filepath, "r") as f:
headers = None
for line in f:
if line.startswith("#fields"):
headers = line.strip().split("\t")[1:]
continue
if line.startswith("#"):
continue
if not headers:
continue
fields = line.strip().split("\t")
if len(fields) >= len(headers):
evt = dict(zip(headers, fields))
events.append(evt)
return events
def analyze_dnp3_traffic(events, authorized_masters, authorized_outstations):
findings = []
fc_counter = Counter()
src_dst_pairs = defaultdict(int)
critical_ops = []
for evt in events:
src = evt.get("id.orig_h", evt.get("src_ip", ""))
dst = evt.get("id.resp_h", evt.get("dst_ip", ""))
fc_str = evt.get("fc_request", evt.get("function_code", ""))
try:
fc = int(fc_str, 16) if fc_str.startswith("0x") else int(fc_str)
except (ValueError, TypeError):
fc = -1
fc_info = DNP3_FUNCTION_CODES.get(fc, ("UNKNOWN", "caution"))
fc_counter[fc_info[0]] += 1
src_dst_pairs[f"{src}->{dst}"] += 1
if authorized_masters and src not in authorized_masters:
findings.append({
"type": "unauthorized_master",
"source": src, "destination": dst,
"function_code": fc_info[0],
"severity": "CRITICAL",
"description": f"DNP3 command from unauthorized master {src}",
})
if fc_info[1] == "critical":
critical_ops.append({
"timestamp": evt.get("ts", ""),
"source": src, "destination": dst,
"function_code": fc_info[0],
"severity": "HIGH",
})
findings.append({
"type": "critical_control_command",
"source": src, "destination": dst,
"function_code": fc_info[0],
"severity": "HIGH",
"description": f"Critical DNP3 operation: {fc_info[0]}",
})
return {
"total_events": len(events),
"function_code_distribution": dict(fc_counter),
"communication_pairs": dict(src_dst_pairs),
"critical_operations": critical_ops,
"findings": findings,
}
def detect_protocol_anomalies(events):
anomalies = []
burst_window = defaultdict(list)
for evt in events:
ts = evt.get("ts", "0")
src = evt.get("id.orig_h", "")
try:
timestamp = float(ts)
except ValueError:
continue
burst_window[src].append(timestamp)
for src, timestamps in burst_window.items():
timestamps.sort()
for i in range(len(timestamps) - 10):
window = timestamps[i + 10] - timestamps[i]
if window < 1.0:
anomalies.append({
"type": "burst_traffic",
"source": src,
"events_per_second": round(10 / max(window, 0.001), 1),
"severity": "HIGH",
"description": f"DNP3 traffic burst from {src}: >10 events/sec",
})
break
return anomalies
def main():
parser = argparse.ArgumentParser(description="DNP3 Protocol Anomaly Detector")
parser.add_argument("--zeek-log", required=True, help="Zeek DNP3 log file")
parser.add_argument("--authorized-masters", help="File with authorized master IPs")
parser.add_argument("--authorized-outstations", help="File with authorized outstation IPs")
args = parser.parse_args()
masters = load_authorized_hosts(args.authorized_masters)
outstations = load_authorized_hosts(args.authorized_outstations)
events = parse_zeek_dnp3_log(args.zeek_log)
traffic_analysis = analyze_dnp3_traffic(events, masters, outstations)
anomalies = detect_protocol_anomalies(events)
results = {
"timestamp": datetime.utcnow().isoformat() + "Z",
**traffic_analysis,
"protocol_anomalies": anomalies,
"total_findings": len(traffic_analysis["findings"]) + len(anomalies),
}
print(json.dumps(results, indent=2))
if __name__ == "__main__":
main()