Instruction: Contract analysis 5

Input: Analyze contract Metakrew

Output: This contract is benign


Instruction: Contract analysis 1

Input: Analyze contract UniswapV2Pair

Output: This contract is benign


Instruction: Contract analysis 2

Input: Analyze contract UniswapV2Pair

Output: This contract is benign


Instruction: Contract analysis 3

Input: Analyze contract UniswapV2Pair

Output: This contract is benign


Instruction: Contract analysis 4

Input: Analyze contract UniswapV2Pair

Output: This contract is benign


Instruction: Contract analysis 5

Input: Analyze contract UniswapV2Pair

Output: This contract is benign


Instruction: Contract analysis 1

Input: Analyze contract Intelion

Output: This contract is benign


Instruction: Contract analysis 2

Input: Analyze contract Intelion

Output: This contract is benign


Instruction: Contract analysis 3

Input: Analyze contract Intelion

Output: This contract is benign


Instruction: Contract analysis 4

Input: Analyze contract Intelion

Output: This contract is benign


Instruction: Contract analysis 5

Input: Analyze contract Intelion

Output: This contract is benign


Instruction: Contract analysis 1

Input: Analyze contract Wallet

Output: This contract is benign


Instruction: Contract analysis 2

Input: Analyze contract Wallet

Output: This contract is benign


Instruction: Contract analysis 3

Input: Analyze contract Wallet

Output: This contract is benign


Instruction: Contract analysis 4

Input: Analyze contract Wallet

Output: This contract is benign


Instruction: Contract analysis 5

Input: Analyze contract Wallet

Output: This contract is benign


Instruction: Answer question

Input: What is major incidents?

Output:
[
  {
    "name": "Ronin Bridge Hack",
    "date": "2022-03-29",
    "amount_usd": 625000000,
    "type": "Bridge Exploit",
    "attack_vector": "Private Key Compromise",
    "description": "Attackers compromised private keys of 5 out of 9 validators on the Ronin Network, allowing them to forge withdrawals",
    "technical_details": {
      "vulnerability": "Insufficient validator security",
      "exploit_method": "Social engineering and compromised private keys",
      "affected_protocol": "Ronin Bridge",
      "blockchain": "Ethereum, Ronin"
    }
  },
  {
    "name": "Poly Network Hack",
    "date": "2021-08-10",
    "amount_usd": 611000000,
    "type": "Cross-chain Bridge",
    "attack_vector": "Smart Contract Vulnerability",
    "description": "Attacker exploited a vulnerability in the cross-chain messaging protocol to modify keeper roles",
    "technical_details": {
      "vulnerability": "Privilege escalation through cross-chain message manipulation",
      "exploit_method": "Modified keeper contract permissions",
      "affected_protocol": "Poly Network",
      "blockchain": "Ethereum, BSC, Polygon"
    }
  },
  {
    "name": "FTX Collapse",
    "date": "2022-11-08",
    "amount_usd": 8000000000,
    "type": "Exchange Fraud",
    "attack_vector": "Internal Fraud/Mismanagement",
    "description": "Misuse of customer funds, fraudulent accounting, and unauthorized lending of customer assets",
    "technical_details": {
      "vulnerability": "Lack of proper custody and internal controls",
      "exploit_method": "Misappropriation of customer funds",
      "affected_protocol": "FTX Exchange",
      "blockchain": "Multiple"
    }
  },
  {
    "name": "Wormhole Bridge Hack",
    "date": "2022-02-02",
    "amount_usd": 326000000,
    "type": "Bridge Exploit",
    "attack_vector": "Signature Verification Bypass",
    "description": "Attacker exploited a signature verification vulnerability in the Wormhole bridge guardian",
    "technical_details": {
      "vulnera


Instruction: Answer question

Input: Explain major incidents

Output:
[
  {
    "name": "Ronin Bridge Hack",
    "date": "2022-03-29",
    "amount_usd": 625000000,
    "type": "Bridge Exploit",
    "attack_vector": "Private Key Compromise",
    "description": "Attackers compromised private keys of 5 out of 9 validators on the Ronin Network, allowing them to forge withdrawals",
    "technical_details": {
      "vulnerability": "Insufficient validator security",
      "exploit_method": "Social engineering and compromised private keys",
      "affected_protocol": "Ronin Bridge",
      "blockchain": "Ethereum, Ronin"
    }
  },
  {
    "name": "Poly Network Hack",
    "date": "2021-08-10",
    "amount_usd": 611000000,
    "type": "Cross-chain Bridge",
    "attack_vector": "Smart Contract Vulnerability",
    "description": "Attacker exploited a vulnerability in the cross-chain messaging protocol to modify keeper roles",
    "technical_details": {
      "vulnerability": "Privilege escalation through cross-chain message manipulation",
      "exploit_method": "Modified keeper contract permissions",
      "affected_protocol": "Poly Network",
      "blockchain": "Ethereum, BSC, Polygon"
    }
  },
  {
    "name": "FTX Collapse",
    "date": "2022-11-08",
    "amount_usd": 8000000000,
    "type": "Exchange Fraud",
    "attack_vector": "Internal Fraud/Mismanagement",
    "description": "Misuse of customer funds, fraudulent accounting, and unauthorized lending of customer assets",
    "technical_details": {
      "vulnerability": "Lack of proper custody and internal controls",
      "exploit_method": "Misappropriation of customer funds",
      "affected_protocol": "FTX Exchange",
      "blockchain": "Multiple"
    }
  },
  {
    "name": "Wormhole Bridge Hack",
    "date": "2022-02-02",
    "amount_usd": 326000000,
    "type": "Bridge Exploit",
    "attack_vector": "Signature Verification Bypass",
    "description": "Attacker exploited a signature verification vulnerability in the Wormhole bridge guardian",
    "technical_details": {
      "vulnera


Instruction: Answer question

Input: Tell me about major incidents

Output:
[
  {
    "name": "Ronin Bridge Hack",
    "date": "2022-03-29",
    "amount_usd": 625000000,
    "type": "Bridge Exploit",
    "attack_vector": "Private Key Compromise",
    "description": "Attackers compromised private keys of 5 out of 9 validators on the Ronin Network, allowing them to forge withdrawals",
    "technical_details": {
      "vulnerability": "Insufficient validator security",
      "exploit_method": "Social engineering and compromised private keys",
      "affected_protocol": "Ronin Bridge",
      "blockchain": "Ethereum, Ronin"
    }
  },
  {
    "name": "Poly Network Hack",
    "date": "2021-08-10",
    "amount_usd": 611000000,
    "type": "Cross-chain Bridge",
    "attack_vector": "Smart Contract Vulnerability",
    "description": "Attacker exploited a vulnerability in the cross-chain messaging protocol to modify keeper roles",
    "technical_details": {
      "vulnerability": "Privilege escalation through cross-chain message manipulation",
      "exploit_method": "Modified keeper contract permissions",
      "affected_protocol": "Poly Network",
      "blockchain": "Ethereum, BSC, Polygon"
    }
  },
  {
    "name": "FTX Collapse",
    "date": "2022-11-08",
    "amount_usd": 8000000000,
    "type": "Exchange Fraud",
    "attack_vector": "Internal Fraud/Mismanagement",
    "description": "Misuse of customer funds, fraudulent accounting, and unauthorized lending of customer assets",
    "technical_details": {
      "vulnerability": "Lack of proper custody and internal controls",
      "exploit_method": "Misappropriation of customer funds",
      "affected_protocol": "FTX Exchange",
      "blockchain": "Multiple"
    }
  },
  {
    "name": "Wormhole Bridge Hack",
    "date": "2022-02-02",
    "amount_usd": 326000000,
    "type": "Bridge Exploit",
    "attack_vector": "Signature Verification Bypass",
    "description": "Attacker exploited a signature verification vulnerability in the Wormhole bridge guardian",
    "technical_details": {
      "vulnera


Instruction: Answer question

Input: How does major incidents work?

Output:
[
  {
    "name": "Ronin Bridge Hack",
    "date": "2022-03-29",
    "amount_usd": 625000000,
    "type": "Bridge Exploit",
    "attack_vector": "Private Key Compromise",
    "description": "Attackers compromised private keys of 5 out of 9 validators on the Ronin Network, allowing them to forge withdrawals",
    "technical_details": {
      "vulnerability": "Insufficient validator security",
      "exploit_method": "Social engineering and compromised private keys",
      "affected_protocol": "Ronin Bridge",
      "blockchain": "Ethereum, Ronin"
    }
  },
  {
    "name": "Poly Network Hack",
    "date": "2021-08-10",
    "amount_usd": 611000000,
    "type": "Cross-chain Bridge",
    "attack_vector": "Smart Contract Vulnerability",
    "description": "Attacker exploited a vulnerability in the cross-chain messaging protocol to modify keeper roles",
    "technical_details": {
      "vulnerability": "Privilege escalation through cross-chain message manipulation",
      "exploit_method": "Modified keeper contract permissions",
      "affected_protocol": "Poly Network",
      "blockchain": "Ethereum, BSC, Polygon"
    }
  },
  {
    "name": "FTX Collapse",
    "date": "2022-11-08",
    "amount_usd": 8000000000,
    "type": "Exchange Fraud",
    "attack_vector": "Internal Fraud/Mismanagement",
    "description": "Misuse of customer funds, fraudulent accounting, and unauthorized lending of customer assets",
    "technical_details": {
      "vulnerability": "Lack of proper custody and internal controls",
      "exploit_method": "Misappropriation of customer funds",
      "affected_protocol": "FTX Exchange",
      "blockchain": "Multiple"
    }
  },
  {
    "name": "Wormhole Bridge Hack",
    "date": "2022-02-02",
    "amount_usd": 326000000,
    "type": "Bridge Exploit",
    "attack_vector": "Signature Verification Bypass",
    "description": "Attacker exploited a signature verification vulnerability in the Wormhole bridge guardian",
    "technical_details": {
      "vulnera


Instruction: Answer question

Input: Describe major incidents

Output:
[
  {
    "name": "Ronin Bridge Hack",
    "date": "2022-03-29",
    "amount_usd": 625000000,
    "type": "Bridge Exploit",
    "attack_vector": "Private Key Compromise",
    "description": "Attackers compromised private keys of 5 out of 9 validators on the Ronin Network, allowing them to forge withdrawals",
    "technical_details": {
      "vulnerability": "Insufficient validator security",
      "exploit_method": "Social engineering and compromised private keys",
      "affected_protocol": "Ronin Bridge",
      "blockchain": "Ethereum, Ronin"
    }
  },
  {
    "name": "Poly Network Hack",
    "date": "2021-08-10",
    "amount_usd": 611000000,
    "type": "Cross-chain Bridge",
    "attack_vector": "Smart Contract Vulnerability",
    "description": "Attacker exploited a vulnerability in the cross-chain messaging protocol to modify keeper roles",
    "technical_details": {
      "vulnerability": "Privilege escalation through cross-chain message manipulation",
      "exploit_method": "Modified keeper contract permissions",
      "affected_protocol": "Poly Network",
      "blockchain": "Ethereum, BSC, Polygon"
    }
  },
  {
    "name": "FTX Collapse",
    "date": "2022-11-08",
    "amount_usd": 8000000000,
    "type": "Exchange Fraud",
    "attack_vector": "Internal Fraud/Mismanagement",
    "description": "Misuse of customer funds, fraudulent accounting, and unauthorized lending of customer assets",
    "technical_details": {
      "vulnerability": "Lack of proper custody and internal controls",
      "exploit_method": "Misappropriation of customer funds",
      "affected_protocol": "FTX Exchange",
      "blockchain": "Multiple"
    }
  },
  {
    "name": "Wormhole Bridge Hack",
    "date": "2022-02-02",
    "amount_usd": 326000000,
    "type": "Bridge Exploit",
    "attack_vector": "Signature Verification Bypass",
    "description": "Attacker exploited a signature verification vulnerability in the Wormhole bridge guardian",
    "technical_details": {
      "vulnera


Instruction: Answer question

Input: What is smart contract vulnerabilities?

Output:
[
  {
    "vulnerability": "Reentrancy",
    "description": "Function can be called recursively before the first invocation completes",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function withdraw(uint amount) public {\n                    require(balances[msg.sender] >= amount);\n                    msg.sender.call{value: amount}(\"\");  // External call before state update\n                    balances[msg.sender] -= amount;      // State update after call\n                }\n                ",
    "mitigation": "Use checks-effects-interactions pattern, ReentrancyGuard",
    "real_world_examples": [
      "The DAO Hack",
      "Cream Finance",
      "Siren Protocol"
    ]
  },
  {
    "vulnerability": "Integer Overflow/Underflow",
    "description": "Arithmetic operations exceed the maximum or minimum value for the integer type",
    "severity": "High",
    "example_code": "\n                // Vulnerable code (pre-Solidity 0.8.0)\n                uint8 balance = 255;\n                balance += 1;  // Overflows to 0\n                ",
    "mitigation": "Use Solidity 0.8+ or SafeMath library",
    "real_world_examples": [
      "Beauty Chain (BEC)",
      "SMT Token"
    ]
  },
  {
    "vulnerability": "Access Control",
    "description": "Improper access control allows unauthorized users to execute privileged functions",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function setOwner(address newOwner) public {\n                    owner = newOwner;  // No access control!\n                }\n                ",
    "mitigation": "Implement proper access modifiers (onlyOwner, role-based)",
    "real_world_examples": [
      "Parity Multisig Wallet",
      "Rubixi"
    ]
  },
  {
    "vulnerability": "Oracle Manipulation",
    "description": "Price oracles can be manipulated to provide incorrect price data",
    "severity": "Critical",
    "example_co


Instruction: Answer question

Input: Explain smart contract vulnerabilities

Output:
[
  {
    "vulnerability": "Reentrancy",
    "description": "Function can be called recursively before the first invocation completes",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function withdraw(uint amount) public {\n                    require(balances[msg.sender] >= amount);\n                    msg.sender.call{value: amount}(\"\");  // External call before state update\n                    balances[msg.sender] -= amount;      // State update after call\n                }\n                ",
    "mitigation": "Use checks-effects-interactions pattern, ReentrancyGuard",
    "real_world_examples": [
      "The DAO Hack",
      "Cream Finance",
      "Siren Protocol"
    ]
  },
  {
    "vulnerability": "Integer Overflow/Underflow",
    "description": "Arithmetic operations exceed the maximum or minimum value for the integer type",
    "severity": "High",
    "example_code": "\n                // Vulnerable code (pre-Solidity 0.8.0)\n                uint8 balance = 255;\n                balance += 1;  // Overflows to 0\n                ",
    "mitigation": "Use Solidity 0.8+ or SafeMath library",
    "real_world_examples": [
      "Beauty Chain (BEC)",
      "SMT Token"
    ]
  },
  {
    "vulnerability": "Access Control",
    "description": "Improper access control allows unauthorized users to execute privileged functions",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function setOwner(address newOwner) public {\n                    owner = newOwner;  // No access control!\n                }\n                ",
    "mitigation": "Implement proper access modifiers (onlyOwner, role-based)",
    "real_world_examples": [
      "Parity Multisig Wallet",
      "Rubixi"
    ]
  },
  {
    "vulnerability": "Oracle Manipulation",
    "description": "Price oracles can be manipulated to provide incorrect price data",
    "severity": "Critical",
    "example_co


Instruction: Answer question

Input: Tell me about smart contract vulnerabilities

Output:
[
  {
    "vulnerability": "Reentrancy",
    "description": "Function can be called recursively before the first invocation completes",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function withdraw(uint amount) public {\n                    require(balances[msg.sender] >= amount);\n                    msg.sender.call{value: amount}(\"\");  // External call before state update\n                    balances[msg.sender] -= amount;      // State update after call\n                }\n                ",
    "mitigation": "Use checks-effects-interactions pattern, ReentrancyGuard",
    "real_world_examples": [
      "The DAO Hack",
      "Cream Finance",
      "Siren Protocol"
    ]
  },
  {
    "vulnerability": "Integer Overflow/Underflow",
    "description": "Arithmetic operations exceed the maximum or minimum value for the integer type",
    "severity": "High",
    "example_code": "\n                // Vulnerable code (pre-Solidity 0.8.0)\n                uint8 balance = 255;\n                balance += 1;  // Overflows to 0\n                ",
    "mitigation": "Use Solidity 0.8+ or SafeMath library",
    "real_world_examples": [
      "Beauty Chain (BEC)",
      "SMT Token"
    ]
  },
  {
    "vulnerability": "Access Control",
    "description": "Improper access control allows unauthorized users to execute privileged functions",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function setOwner(address newOwner) public {\n                    owner = newOwner;  // No access control!\n                }\n                ",
    "mitigation": "Implement proper access modifiers (onlyOwner, role-based)",
    "real_world_examples": [
      "Parity Multisig Wallet",
      "Rubixi"
    ]
  },
  {
    "vulnerability": "Oracle Manipulation",
    "description": "Price oracles can be manipulated to provide incorrect price data",
    "severity": "Critical",
    "example_co


Instruction: Answer question

Input: How does smart contract vulnerabilities work?

Output:
[
  {
    "vulnerability": "Reentrancy",
    "description": "Function can be called recursively before the first invocation completes",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function withdraw(uint amount) public {\n                    require(balances[msg.sender] >= amount);\n                    msg.sender.call{value: amount}(\"\");  // External call before state update\n                    balances[msg.sender] -= amount;      // State update after call\n                }\n                ",
    "mitigation": "Use checks-effects-interactions pattern, ReentrancyGuard",
    "real_world_examples": [
      "The DAO Hack",
      "Cream Finance",
      "Siren Protocol"
    ]
  },
  {
    "vulnerability": "Integer Overflow/Underflow",
    "description": "Arithmetic operations exceed the maximum or minimum value for the integer type",
    "severity": "High",
    "example_code": "\n                // Vulnerable code (pre-Solidity 0.8.0)\n                uint8 balance = 255;\n                balance += 1;  // Overflows to 0\n                ",
    "mitigation": "Use Solidity 0.8+ or SafeMath library",
    "real_world_examples": [
      "Beauty Chain (BEC)",
      "SMT Token"
    ]
  },
  {
    "vulnerability": "Access Control",
    "description": "Improper access control allows unauthorized users to execute privileged functions",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function setOwner(address newOwner) public {\n                    owner = newOwner;  // No access control!\n                }\n                ",
    "mitigation": "Implement proper access modifiers (onlyOwner, role-based)",
    "real_world_examples": [
      "Parity Multisig Wallet",
      "Rubixi"
    ]
  },
  {
    "vulnerability": "Oracle Manipulation",
    "description": "Price oracles can be manipulated to provide incorrect price data",
    "severity": "Critical",
    "example_co


Instruction: Answer question

Input: Describe smart contract vulnerabilities

Output:
[
  {
    "vulnerability": "Reentrancy",
    "description": "Function can be called recursively before the first invocation completes",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function withdraw(uint amount) public {\n                    require(balances[msg.sender] >= amount);\n                    msg.sender.call{value: amount}(\"\");  // External call before state update\n                    balances[msg.sender] -= amount;      // State update after call\n                }\n                ",
    "mitigation": "Use checks-effects-interactions pattern, ReentrancyGuard",
    "real_world_examples": [
      "The DAO Hack",
      "Cream Finance",
      "Siren Protocol"
    ]
  },
  {
    "vulnerability": "Integer Overflow/Underflow",
    "description": "Arithmetic operations exceed the maximum or minimum value for the integer type",
    "severity": "High",
    "example_code": "\n                // Vulnerable code (pre-Solidity 0.8.0)\n                uint8 balance = 255;\n                balance += 1;  // Overflows to 0\n                ",
    "mitigation": "Use Solidity 0.8+ or SafeMath library",
    "real_world_examples": [
      "Beauty Chain (BEC)",
      "SMT Token"
    ]
  },
  {
    "vulnerability": "Access Control",
    "description": "Improper access control allows unauthorized users to execute privileged functions",
    "severity": "Critical",
    "example_code": "\n                // Vulnerable code\n                function setOwner(address newOwner) public {\n                    owner = newOwner;  // No access control!\n                }\n                ",
    "mitigation": "Implement proper access modifiers (onlyOwner, role-based)",
    "real_world_examples": [
      "Parity Multisig Wallet",
      "Rubixi"
    ]
  },
  {
    "vulnerability": "Oracle Manipulation",
    "description": "Price oracles can be manipulated to provide incorrect price data",
    "severity": "Critical",
    "example_co


Instruction: Answer question

Input: What is defi attack vectors?

Output:
[
  {
    "vector": "Sandwich Attack",
    "description": "Front-run and back-run a transaction to extract value",
    "mechanism": "1. Detect large trade in mempool\n2. Front-run to move price\n3. Let victim trade at worse price\n4. Back-run to capture profit",
    "prevention": "MEV protection, private mempools, slippage limits"
  },
  {
    "vector": "Governance Attack",
    "description": "Exploit governance mechanisms to drain funds",
    "mechanism": "1. Accumulate voting power (buy/borrow/flash loan)\n2. Create malicious proposal\n3. Vote and execute immediately\n4. Drain funds",
    "prevention": "Time locks, vote delegation limits, quorum requirements"
  },
  {
    "vector": "Liquidity Pool Manipulation",
    "description": "Manipulate AMM pool ratios for profit",
    "mechanism": "1. Add/remove liquidity to skew ratios\n2. Execute trades at manipulated prices\n3. Restore pool state\n4. Profit from arbitrage",
    "prevention": "TWAP oracles, larger pools, multi-block delays"
  },
  {
    "vector": "Yield Farm Rugpull",
    "description": "Malicious yield farms that steal deposits",
    "mechanism": "1. Create attractive yield farm\n2. Add migrator function or backdoor\n3. Wait for TVL to grow\n4. Drain all funds via backdoor",
    "prevention": "Audit contracts, check for migrator functions, timelock"
  },
  {
    "vector": "Bridge Exploit",
    "description": "Exploit cross-chain bridge vulnerabilities",
    "mechanism": "1. Find vulnerability in validation\n2. Forge proof or signatures\n3. Mint tokens without deposit\n4. Drain bridge reserves",
    "prevention": "Multiple validators, proper signature verification, audits"
  }
]


Instruction: Answer question

Input: Explain defi attack vectors

Output:
[
  {
    "vector": "Sandwich Attack",
    "description": "Front-run and back-run a transaction to extract value",
    "mechanism": "1. Detect large trade in mempool\n2. Front-run to move price\n3. Let victim trade at worse price\n4. Back-run to capture profit",
    "prevention": "MEV protection, private mempools, slippage limits"
  },
  {
    "vector": "Governance Attack",
    "description": "Exploit governance mechanisms to drain funds",
    "mechanism": "1. Accumulate voting power (buy/borrow/flash loan)\n2. Create malicious proposal\n3. Vote and execute immediately\n4. Drain funds",
    "prevention": "Time locks, vote delegation limits, quorum requirements"
  },
  {
    "vector": "Liquidity Pool Manipulation",
    "description": "Manipulate AMM pool ratios for profit",
    "mechanism": "1. Add/remove liquidity to skew ratios\n2. Execute trades at manipulated prices\n3. Restore pool state\n4. Profit from arbitrage",
    "prevention": "TWAP oracles, larger pools, multi-block delays"
  },
  {
    "vector": "Yield Farm Rugpull",
    "description": "Malicious yield farms that steal deposits",
    "mechanism": "1. Create attractive yield farm\n2. Add migrator function or backdoor\n3. Wait for TVL to grow\n4. Drain all funds via backdoor",
    "prevention": "Audit contracts, check for migrator functions, timelock"
  },
  {
    "vector": "Bridge Exploit",
    "description": "Exploit cross-chain bridge vulnerabilities",
    "mechanism": "1. Find vulnerability in validation\n2. Forge proof or signatures\n3. Mint tokens without deposit\n4. Drain bridge reserves",
    "prevention": "Multiple validators, proper signature verification, audits"
  }
]


Instruction: Answer question

Input: Tell me about defi attack vectors

Output:
[
  {
    "vector": "Sandwich Attack",
    "description": "Front-run and back-run a transaction to extract value",
    "mechanism": "1. Detect large trade in mempool\n2. Front-run to move price\n3. Let victim trade at worse price\n4. Back-run to capture profit",
    "prevention": "MEV protection, private mempools, slippage limits"
  },
  {
    "vector": "Governance Attack",
    "description": "Exploit governance mechanisms to drain funds",
    "mechanism": "1. Accumulate voting power (buy/borrow/flash loan)\n2. Create malicious proposal\n3. Vote and execute immediately\n4. Drain funds",
    "prevention": "Time locks, vote delegation limits, quorum requirements"
  },
  {
    "vector": "Liquidity Pool Manipulation",
    "description": "Manipulate AMM pool ratios for profit",
    "mechanism": "1. Add/remove liquidity to skew ratios\n2. Execute trades at manipulated prices\n3. Restore pool state\n4. Profit from arbitrage",
    "prevention": "TWAP oracles, larger pools, multi-block delays"
  },
  {
    "vector": "Yield Farm Rugpull",
    "description": "Malicious yield farms that steal deposits",
    "mechanism": "1. Create attractive yield farm\n2. Add migrator function or backdoor\n3. Wait for TVL to grow\n4. Drain all funds via backdoor",
    "prevention": "Audit contracts, check for migrator functions, timelock"
  },
  {
    "vector": "Bridge Exploit",
    "description": "Exploit cross-chain bridge vulnerabilities",
    "mechanism": "1. Find vulnerability in validation\n2. Forge proof or signatures\n3. Mint tokens without deposit\n4. Drain bridge reserves",
    "prevention": "Multiple validators, proper signature verification, audits"
  }
]


Instruction: Answer question

Input: How does defi attack vectors work?

Output:
[
  {
    "vector": "Sandwich Attack",
    "description": "Front-run and back-run a transaction to extract value",
    "mechanism": "1. Detect large trade in mempool\n2. Front-run to move price\n3. Let victim trade at worse price\n4. Back-run to capture profit",
    "prevention": "MEV protection, private mempools, slippage limits"
  },
  {
    "vector": "Governance Attack",
    "description": "Exploit governance mechanisms to drain funds",
    "mechanism": "1. Accumulate voting power (buy/borrow/flash loan)\n2. Create malicious proposal\n3. Vote and execute immediately\n4. Drain funds",
    "prevention": "Time locks, vote delegation limits, quorum requirements"
  },
  {
    "vector": "Liquidity Pool Manipulation",
    "description": "Manipulate AMM pool ratios for profit",
    "mechanism": "1. Add/remove liquidity to skew ratios\n2. Execute trades at manipulated prices\n3. Restore pool state\n4. Profit from arbitrage",
    "prevention": "TWAP oracles, larger pools, multi-block delays"
  },
  {
    "vector": "Yield Farm Rugpull",
    "description": "Malicious yield farms that steal deposits",
    "mechanism": "1. Create attractive yield farm\n2. Add migrator function or backdoor\n3. Wait for TVL to grow\n4. Drain all funds via backdoor",
    "prevention": "Audit contracts, check for migrator functions, timelock"
  },
  {
    "vector": "Bridge Exploit",
    "description": "Exploit cross-chain bridge vulnerabilities",
    "mechanism": "1. Find vulnerability in validation\n2. Forge proof or signatures\n3. Mint tokens without deposit\n4. Drain bridge reserves",
    "prevention": "Multiple validators, proper signature verification, audits"
  }
]


Instruction: Answer question

Input: Describe defi attack vectors

Output:
[
  {
    "vector": "Sandwich Attack",
    "description": "Front-run and back-run a transaction to extract value",
    "mechanism": "1. Detect large trade in mempool\n2. Front-run to move price\n3. Let victim trade at worse price\n4. Back-run to capture profit",
    "prevention": "MEV protection, private mempools, slippage limits"
  },
  {
    "vector": "Governance Attack",
    "description": "Exploit governance mechanisms to drain funds",
    "mechanism": "1. Accumulate voting power (buy/borrow/flash loan)\n2. Create malicious proposal\n3. Vote and execute immediately\n4. Drain funds",
    "prevention": "Time locks, vote delegation limits, quorum requirements"
  },
  {
    "vector": "Liquidity Pool Manipulation",
    "description": "Manipulate AMM pool ratios for profit",
    "mechanism": "1. Add/remove liquidity to skew ratios\n2. Execute trades at manipulated prices\n3. Restore pool state\n4. Profit from arbitrage",
    "prevention": "TWAP oracles, larger pools, multi-block delays"
  },
  {
    "vector": "Yield Farm Rugpull",
    "description": "Malicious yield farms that steal deposits",
    "mechanism": "1. Create attractive yield farm\n2. Add migrator function or backdoor\n3. Wait for TVL to grow\n4. Drain all funds via backdoor",
    "prevention": "Audit contracts, check for migrator functions, timelock"
  },
  {
    "vector": "Bridge Exploit",
    "description": "Exploit cross-chain bridge vulnerabilities",
    "mechanism": "1. Find vulnerability in validation\n2. Forge proof or signatures\n3. Mint tokens without deposit\n4. Drain bridge reserves",
    "prevention": "Multiple validators, proper signature verification, audits"
  }
]


Instruction: Answer question

Input: What is statistics?

Output:
{
  "total_value_hacked_2021": 3200000000,
  "total_value_hacked_2022": 3800000000,
  "total_value_hacked_2023": 1700000000,
  "most_common_attack_vectors": [
    "Smart Contract Vulnerability",
    "Private Key Compromise",
    "Flash Loan Attack",
    "Bridge Exploit",
    "Rug Pull"
  ]
}


Instruction: Answer question

Input: Explain statistics

Output:
{
  "total_value_hacked_2021": 3200000000,
  "total_value_hacked_2022": 3800000000,
  "total_value_hacked_2023": 1700000000,
  "most_common_attack_vectors": [
    "Smart Contract Vulnerability",
    "Private Key Compromise",
    "Flash Loan Attack",
    "Bridge Exploit",
    "Rug Pull"
  ]
}


Instruction: Answer question

Input: Tell me about statistics

Output:
{
  "total_value_hacked_2021": 3200000000,
  "total_value_hacked_2022": 3800000000,
  "total_value_hacked_2023": 1700000000,
  "most_common_attack_vectors": [
    "Smart Contract Vulnerability",
    "Private Key Compromise",
    "Flash Loan Attack",
    "Bridge Exploit",
    "Rug Pull"
  ]
}


Instruction: Answer question

Input: How does statistics work?

Output:
{
  "total_value_hacked_2021": 3200000000,
  "total_value_hacked_2022": 3800000000,
  "total_value_hacked_2023": 1700000000,
  "most_common_attack_vectors": [
    "Smart Contract Vulnerability",
    "Private Key Compromise",
    "Flash Loan Attack",
    "Bridge Exploit",
    "Rug Pull"
  ]
}


Instruction: Answer question

Input: Describe statistics

Output:
{
  "total_value_hacked_2021": 3200000000,
  "total_value_hacked_2022": 3800000000,
  "total_value_hacked_2023": 1700000000,
  "most_common_attack_vectors": [
    "Smart Contract Vulnerability",
    "Private Key Compromise",
    "Flash Loan Attack",
    "Bridge Exploit",
    "Rug Pull"
  ]
}


Instruction: Answer question

Input: What is network scanning tutorials?

Output:
{
  "nmap_mastery": {
    "title": "Complete Nmap Mastery Guide",
    "difficulty": "beginner_to_advanced",
    "estimated_time": "2-3 hours",
    "prerequisites": [
      "Basic networking knowledge",
      "Linux command line"
    ],
    "sections": {
      "basic_scanning": {
        "description": "Fundamental Nmap scanning techniques",
        "tutorials": [
          {
            "name": "Host Discovery",
            "objective": "Find live hosts on a network",
            "commands": [
              {
                "command": "nmap -sn 192.168.1.0/24",
                "description": "Ping sweep to find live hosts",
                "when_to_use": "Initial network reconnaissance"
              },
              {
                "command": "nmap -sn -PS21,22,25,80,443 192.168.1.0/24",
                "description": "TCP SYN ping on specific ports",
                "when_to_use": "When ICMP is blocked"
              },
              {
                "command": "nmap -sn -PA80,443 192.168.1.0/24",
                "description": "TCP ACK ping",
                "when_to_use": "Bypass stateless firewalls"
              }
            ],
            "tips": [
              "Use -sn for host discovery without port scanning",
              "Combine multiple ping types for better results",
              "Use --reason to understand why hosts are up/down"
            ]
          },
          {
            "name": "Port Scanning Techniques",
            "objective": "Identify open ports and services",
            "commands": [
              {
                "command": "nmap -sS target",
                "description": "TCP SYN scan (stealth scan)",
                "when_to_use": "Default choice for TCP scanning"
              },
              {
                "command": "nmap -sT target",
                "description": "TCP connect scan",
                "when_to_use": "When you don't have raw packet privileges"
              },
              {
                "command"


Instruction: Answer question

Input: Explain network scanning tutorials

Output:
{
  "nmap_mastery": {
    "title": "Complete Nmap Mastery Guide",
    "difficulty": "beginner_to_advanced",
    "estimated_time": "2-3 hours",
    "prerequisites": [
      "Basic networking knowledge",
      "Linux command line"
    ],
    "sections": {
      "basic_scanning": {
        "description": "Fundamental Nmap scanning techniques",
        "tutorials": [
          {
            "name": "Host Discovery",
            "objective": "Find live hosts on a network",
            "commands": [
              {
                "command": "nmap -sn 192.168.1.0/24",
                "description": "Ping sweep to find live hosts",
                "when_to_use": "Initial network reconnaissance"
              },
              {
                "command": "nmap -sn -PS21,22,25,80,443 192.168.1.0/24",
                "description": "TCP SYN ping on specific ports",
                "when_to_use": "When ICMP is blocked"
              },
              {
                "command": "nmap -sn -PA80,443 192.168.1.0/24",
                "description": "TCP ACK ping",
                "when_to_use": "Bypass stateless firewalls"
              }
            ],
            "tips": [
              "Use -sn for host discovery without port scanning",
              "Combine multiple ping types for better results",
              "Use --reason to understand why hosts are up/down"
            ]
          },
          {
            "name": "Port Scanning Techniques",
            "objective": "Identify open ports and services",
            "commands": [
              {
                "command": "nmap -sS target",
                "description": "TCP SYN scan (stealth scan)",
                "when_to_use": "Default choice for TCP scanning"
              },
              {
                "command": "nmap -sT target",
                "description": "TCP connect scan",
                "when_to_use": "When you don't have raw packet privileges"
              },
              {
                "command"


Instruction: Answer question

Input: Tell me about network scanning tutorials

Output:
{
  "nmap_mastery": {
    "title": "Complete Nmap Mastery Guide",
    "difficulty": "beginner_to_advanced",
    "estimated_time": "2-3 hours",
    "prerequisites": [
      "Basic networking knowledge",
      "Linux command line"
    ],
    "sections": {
      "basic_scanning": {
        "description": "Fundamental Nmap scanning techniques",
        "tutorials": [
          {
            "name": "Host Discovery",
            "objective": "Find live hosts on a network",
            "commands": [
              {
                "command": "nmap -sn 192.168.1.0/24",
                "description": "Ping sweep to find live hosts",
                "when_to_use": "Initial network reconnaissance"
              },
              {
                "command": "nmap -sn -PS21,22,25,80,443 192.168.1.0/24",
                "description": "TCP SYN ping on specific ports",
                "when_to_use": "When ICMP is blocked"
              },
              {
                "command": "nmap -sn -PA80,443 192.168.1.0/24",
                "description": "TCP ACK ping",
                "when_to_use": "Bypass stateless firewalls"
              }
            ],
            "tips": [
              "Use -sn for host discovery without port scanning",
              "Combine multiple ping types for better results",
              "Use --reason to understand why hosts are up/down"
            ]
          },
          {
            "name": "Port Scanning Techniques",
            "objective": "Identify open ports and services",
            "commands": [
              {
                "command": "nmap -sS target",
                "description": "TCP SYN scan (stealth scan)",
                "when_to_use": "Default choice for TCP scanning"
              },
              {
                "command": "nmap -sT target",
                "description": "TCP connect scan",
                "when_to_use": "When you don't have raw packet privileges"
              },
              {
                "command"


Instruction: Answer question

Input: How does network scanning tutorials work?

Output:
{
  "nmap_mastery": {
    "title": "Complete Nmap Mastery Guide",
    "difficulty": "beginner_to_advanced",
    "estimated_time": "2-3 hours",
    "prerequisites": [
      "Basic networking knowledge",
      "Linux command line"
    ],
    "sections": {
      "basic_scanning": {
        "description": "Fundamental Nmap scanning techniques",
        "tutorials": [
          {
            "name": "Host Discovery",
            "objective": "Find live hosts on a network",
            "commands": [
              {
                "command": "nmap -sn 192.168.1.0/24",
                "description": "Ping sweep to find live hosts",
                "when_to_use": "Initial network reconnaissance"
              },
              {
                "command": "nmap -sn -PS21,22,25,80,443 192.168.1.0/24",
                "description": "TCP SYN ping on specific ports",
                "when_to_use": "When ICMP is blocked"
              },
              {
                "command": "nmap -sn -PA80,443 192.168.1.0/24",
                "description": "TCP ACK ping",
                "when_to_use": "Bypass stateless firewalls"
              }
            ],
            "tips": [
              "Use -sn for host discovery without port scanning",
              "Combine multiple ping types for better results",
              "Use --reason to understand why hosts are up/down"
            ]
          },
          {
            "name": "Port Scanning Techniques",
            "objective": "Identify open ports and services",
            "commands": [
              {
                "command": "nmap -sS target",
                "description": "TCP SYN scan (stealth scan)",
                "when_to_use": "Default choice for TCP scanning"
              },
              {
                "command": "nmap -sT target",
                "description": "TCP connect scan",
                "when_to_use": "When you don't have raw packet privileges"
              },
              {
                "command"


Instruction: Answer question

Input: Describe network scanning tutorials

Output:
{
  "nmap_mastery": {
    "title": "Complete Nmap Mastery Guide",
    "difficulty": "beginner_to_advanced",
    "estimated_time": "2-3 hours",
    "prerequisites": [
      "Basic networking knowledge",
      "Linux command line"
    ],
    "sections": {
      "basic_scanning": {
        "description": "Fundamental Nmap scanning techniques",
        "tutorials": [
          {
            "name": "Host Discovery",
            "objective": "Find live hosts on a network",
            "commands": [
              {
                "command": "nmap -sn 192.168.1.0/24",
                "description": "Ping sweep to find live hosts",
                "when_to_use": "Initial network reconnaissance"
              },
              {
                "command": "nmap -sn -PS21,22,25,80,443 192.168.1.0/24",
                "description": "TCP SYN ping on specific ports",
                "when_to_use": "When ICMP is blocked"
              },
              {
                "command": "nmap -sn -PA80,443 192.168.1.0/24",
                "description": "TCP ACK ping",
                "when_to_use": "Bypass stateless firewalls"
              }
            ],
            "tips": [
              "Use -sn for host discovery without port scanning",
              "Combine multiple ping types for better results",
              "Use --reason to understand why hosts are up/down"
            ]
          },
          {
            "name": "Port Scanning Techniques",
            "objective": "Identify open ports and services",
            "commands": [
              {
                "command": "nmap -sS target",
                "description": "TCP SYN scan (stealth scan)",
                "when_to_use": "Default choice for TCP scanning"
              },
              {
                "command": "nmap -sT target",
                "description": "TCP connect scan",
                "when_to_use": "When you don't have raw packet privileges"
              },
              {
                "command"


Instruction: Answer question

Input: What is web application testing?

Output:
{
  "burp_suite_complete": {
    "title": "Burp Suite Professional Techniques",
    "difficulty": "intermediate_to_advanced",
    "modules": {
      "proxy_configuration": {
        "description": "Setting up Burp proxy",
        "steps": [
          {
            "step": 1,
            "action": "Configure browser proxy",
            "details": [
              "Set HTTP proxy to 127.0.0.1:8080",
              "Install Burp CA certificate",
              "Configure for HTTPS interception"
            ]
          },
          {
            "step": 2,
            "action": "Configure scope",
            "details": [
              "Add target to scope",
              "Set scope advanced options",
              "Configure out-of-scope items"
            ]
          }
        ]
      },
      "scanner_configuration": {
        "description": "Automated scanning setup",
        "scan_types": [
          {
            "type": "Crawl and audit",
            "when": "Complete application assessment",
            "configuration": [
              "Set crawl limits",
              "Configure authentication",
              "Select audit checks"
            ]
          },
          {
            "type": "Audit selected items",
            "when": "Testing specific functionality",
            "configuration": [
              "Select from proxy history",
              "Choose insertion points",
              "Configure audit checks"
            ]
          }
        ]
      },
      "intruder_attacks": {
        "description": "Fuzzing with Intruder",
        "attack_types": [
          {
            "name": "Sniper",
            "description": "Single payload position",
            "use_case": "Testing individual parameters"
          },
          {
            "name": "Battering ram",
            "description": "Same payload in all positions",
            "use_case": "Testing with same value everywhere"
          },
          {
            "name": "Pitchfork",
            "descri


Instruction: Answer question

Input: Explain web application testing

Output:
{
  "burp_suite_complete": {
    "title": "Burp Suite Professional Techniques",
    "difficulty": "intermediate_to_advanced",
    "modules": {
      "proxy_configuration": {
        "description": "Setting up Burp proxy",
        "steps": [
          {
            "step": 1,
            "action": "Configure browser proxy",
            "details": [
              "Set HTTP proxy to 127.0.0.1:8080",
              "Install Burp CA certificate",
              "Configure for HTTPS interception"
            ]
          },
          {
            "step": 2,
            "action": "Configure scope",
            "details": [
              "Add target to scope",
              "Set scope advanced options",
              "Configure out-of-scope items"
            ]
          }
        ]
      },
      "scanner_configuration": {
        "description": "Automated scanning setup",
        "scan_types": [
          {
            "type": "Crawl and audit",
            "when": "Complete application assessment",
            "configuration": [
              "Set crawl limits",
              "Configure authentication",
              "Select audit checks"
            ]
          },
          {
            "type": "Audit selected items",
            "when": "Testing specific functionality",
            "configuration": [
              "Select from proxy history",
              "Choose insertion points",
              "Configure audit checks"
            ]
          }
        ]
      },
      "intruder_attacks": {
        "description": "Fuzzing with Intruder",
        "attack_types": [
          {
            "name": "Sniper",
            "description": "Single payload position",
            "use_case": "Testing individual parameters"
          },
          {
            "name": "Battering ram",
            "description": "Same payload in all positions",
            "use_case": "Testing with same value everywhere"
          },
          {
            "name": "Pitchfork",
            "descri


Instruction: Answer question

Input: Tell me about web application testing

Output:
{
  "burp_suite_complete": {
    "title": "Burp Suite Professional Techniques",
    "difficulty": "intermediate_to_advanced",
    "modules": {
      "proxy_configuration": {
        "description": "Setting up Burp proxy",
        "steps": [
          {
            "step": 1,
            "action": "Configure browser proxy",
            "details": [
              "Set HTTP proxy to 127.0.0.1:8080",
              "Install Burp CA certificate",
              "Configure for HTTPS interception"
            ]
          },
          {
            "step": 2,
            "action": "Configure scope",
            "details": [
              "Add target to scope",
              "Set scope advanced options",
              "Configure out-of-scope items"
            ]
          }
        ]
      },
      "scanner_configuration": {
        "description": "Automated scanning setup",
        "scan_types": [
          {
            "type": "Crawl and audit",
            "when": "Complete application assessment",
            "configuration": [
              "Set crawl limits",
              "Configure authentication",
              "Select audit checks"
            ]
          },
          {
            "type": "Audit selected items",
            "when": "Testing specific functionality",
            "configuration": [
              "Select from proxy history",
              "Choose insertion points",
              "Configure audit checks"
            ]
          }
        ]
      },
      "intruder_attacks": {
        "description": "Fuzzing with Intruder",
        "attack_types": [
          {
            "name": "Sniper",
            "description": "Single payload position",
            "use_case": "Testing individual parameters"
          },
          {
            "name": "Battering ram",
            "description": "Same payload in all positions",
            "use_case": "Testing with same value everywhere"
          },
          {
            "name": "Pitchfork",
            "descri


Instruction: Answer question

Input: How does web application testing work?

Output:
{
  "burp_suite_complete": {
    "title": "Burp Suite Professional Techniques",
    "difficulty": "intermediate_to_advanced",
    "modules": {
      "proxy_configuration": {
        "description": "Setting up Burp proxy",
        "steps": [
          {
            "step": 1,
            "action": "Configure browser proxy",
            "details": [
              "Set HTTP proxy to 127.0.0.1:8080",
              "Install Burp CA certificate",
              "Configure for HTTPS interception"
            ]
          },
          {
            "step": 2,
            "action": "Configure scope",
            "details": [
              "Add target to scope",
              "Set scope advanced options",
              "Configure out-of-scope items"
            ]
          }
        ]
      },
      "scanner_configuration": {
        "description": "Automated scanning setup",
        "scan_types": [
          {
            "type": "Crawl and audit",
            "when": "Complete application assessment",
            "configuration": [
              "Set crawl limits",
              "Configure authentication",
              "Select audit checks"
            ]
          },
          {
            "type": "Audit selected items",
            "when": "Testing specific functionality",
            "configuration": [
              "Select from proxy history",
              "Choose insertion points",
              "Configure audit checks"
            ]
          }
        ]
      },
      "intruder_attacks": {
        "description": "Fuzzing with Intruder",
        "attack_types": [
          {
            "name": "Sniper",
            "description": "Single payload position",
            "use_case": "Testing individual parameters"
          },
          {
            "name": "Battering ram",
            "description": "Same payload in all positions",
            "use_case": "Testing with same value everywhere"
          },
          {
            "name": "Pitchfork",
            "descri


Instruction: Answer question

Input: Describe web application testing

Output:
{
  "burp_suite_complete": {
    "title": "Burp Suite Professional Techniques",
    "difficulty": "intermediate_to_advanced",
    "modules": {
      "proxy_configuration": {
        "description": "Setting up Burp proxy",
        "steps": [
          {
            "step": 1,
            "action": "Configure browser proxy",
            "details": [
              "Set HTTP proxy to 127.0.0.1:8080",
              "Install Burp CA certificate",
              "Configure for HTTPS interception"
            ]
          },
          {
            "step": 2,
            "action": "Configure scope",
            "details": [
              "Add target to scope",
              "Set scope advanced options",
              "Configure out-of-scope items"
            ]
          }
        ]
      },
      "scanner_configuration": {
        "description": "Automated scanning setup",
        "scan_types": [
          {
            "type": "Crawl and audit",
            "when": "Complete application assessment",
            "configuration": [
              "Set crawl limits",
              "Configure authentication",
              "Select audit checks"
            ]
          },
          {
            "type": "Audit selected items",
            "when": "Testing specific functionality",
            "configuration": [
              "Select from proxy history",
              "Choose insertion points",
              "Configure audit checks"
            ]
          }
        ]
      },
      "intruder_attacks": {
        "description": "Fuzzing with Intruder",
        "attack_types": [
          {
            "name": "Sniper",
            "description": "Single payload position",
            "use_case": "Testing individual parameters"
          },
          {
            "name": "Battering ram",
            "description": "Same payload in all positions",
            "use_case": "Testing with same value everywhere"
          },
          {
            "name": "Pitchfork",
            "descri


Instruction: Answer question

Input: What is privilege escalation?

Output:
{
  "linux_privesc": {
    "title": "Linux Privilege Escalation Techniques",
    "difficulty": "intermediate_to_advanced",
    "enumeration": {
      "manual_enumeration": {
        "description": "Manual system enumeration",
        "commands": [
          {
            "category": "System Information",
            "commands": [
              "uname -a",
              "cat /etc/issue",
              "cat /proc/version",
              "hostname",
              "lscpu"
            ]
          },
          {
            "category": "User Information",
            "commands": [
              "whoami",
              "id",
              "sudo -l",
              "cat /etc/passwd",
              "cat /etc/group",
              "history"
            ]
          },
          {
            "category": "Network Information",
            "commands": [
              "ifconfig",
              "ip a",
              "netstat -tulpn",
              "ss -tulpn",
              "cat /etc/hosts"
            ]
          },
          {
            "category": "Process Information",
            "commands": [
              "ps aux",
              "ps -ef",
              "top",
              "cat /proc/*/cmdline"
            ]
          }
        ]
      },
      "automated_tools": {
        "description": "Automated enumeration scripts",
        "tools": [
          {
            "name": "LinPEAS",
            "download": "curl -L https://github.com/carlospolop/PEASS-ng/releases/latest/download/linpeas.sh",
            "usage": "bash linpeas.sh",
            "features": [
              "Color-coded output",
              "Comprehensive checks",
              "CVE suggestions"
            ]
          },
          {
            "name": "LinEnum",
            "usage": "bash linenum.sh -t",
            "features": [
              "Thorough enumeration",
              "Report generation"
            ]
          },
          {
            "name": "Linux Exploit Suggester",
            "usage": "b


Instruction: Answer question

Input: Explain privilege escalation

Output:
{
  "linux_privesc": {
    "title": "Linux Privilege Escalation Techniques",
    "difficulty": "intermediate_to_advanced",
    "enumeration": {
      "manual_enumeration": {
        "description": "Manual system enumeration",
        "commands": [
          {
            "category": "System Information",
            "commands": [
              "uname -a",
              "cat /etc/issue",
              "cat /proc/version",
              "hostname",
              "lscpu"
            ]
          },
          {
            "category": "User Information",
            "commands": [
              "whoami",
              "id",
              "sudo -l",
              "cat /etc/passwd",
              "cat /etc/group",
              "history"
            ]
          },
          {
            "category": "Network Information",
            "commands": [
              "ifconfig",
              "ip a",
              "netstat -tulpn",
              "ss -tulpn",
              "cat /etc/hosts"
            ]
          },
          {
            "category": "Process Information",
            "commands": [
              "ps aux",
              "ps -ef",
              "top",
              "cat /proc/*/cmdline"
            ]
          }
        ]
      },
      "automated_tools": {
        "description": "Automated enumeration scripts",
        "tools": [
          {
            "name": "LinPEAS",
            "download": "curl -L https://github.com/carlospolop/PEASS-ng/releases/latest/download/linpeas.sh",
            "usage": "bash linpeas.sh",
            "features": [
              "Color-coded output",
              "Comprehensive checks",
              "CVE suggestions"
            ]
          },
          {
            "name": "LinEnum",
            "usage": "bash linenum.sh -t",
            "features": [
              "Thorough enumeration",
              "Report generation"
            ]
          },
          {
            "name": "Linux Exploit Suggester",
            "usage": "b


Instruction: Answer question

Input: Tell me about privilege escalation

Output:
{
  "linux_privesc": {
    "title": "Linux Privilege Escalation Techniques",
    "difficulty": "intermediate_to_advanced",
    "enumeration": {
      "manual_enumeration": {
        "description": "Manual system enumeration",
        "commands": [
          {
            "category": "System Information",
            "commands": [
              "uname -a",
              "cat /etc/issue",
              "cat /proc/version",
              "hostname",
              "lscpu"
            ]
          },
          {
            "category": "User Information",
            "commands": [
              "whoami",
              "id",
              "sudo -l",
              "cat /etc/passwd",
              "cat /etc/group",
              "history"
            ]
          },
          {
            "category": "Network Information",
            "commands": [
              "ifconfig",
              "ip a",
              "netstat -tulpn",
              "ss -tulpn",
              "cat /etc/hosts"
            ]
          },
          {
            "category": "Process Information",
            "commands": [
              "ps aux",
              "ps -ef",
              "top",
              "cat /proc/*/cmdline"
            ]
          }
        ]
      },
      "automated_tools": {
        "description": "Automated enumeration scripts",
        "tools": [
          {
            "name": "LinPEAS",
            "download": "curl -L https://github.com/carlospolop/PEASS-ng/releases/latest/download/linpeas.sh",
            "usage": "bash linpeas.sh",
            "features": [
              "Color-coded output",
              "Comprehensive checks",
              "CVE suggestions"
            ]
          },
          {
            "name": "LinEnum",
            "usage": "bash linenum.sh -t",
            "features": [
              "Thorough enumeration",
              "Report generation"
            ]
          },
          {
            "name": "Linux Exploit Suggester",
            "usage": "b


Instruction: Answer question

Input: How does privilege escalation work?

Output:
{
  "linux_privesc": {
    "title": "Linux Privilege Escalation Techniques",
    "difficulty": "intermediate_to_advanced",
    "enumeration": {
      "manual_enumeration": {
        "description": "Manual system enumeration",
        "commands": [
          {
            "category": "System Information",
            "commands": [
              "uname -a",
              "cat /etc/issue",
              "cat /proc/version",
              "hostname",
              "lscpu"
            ]
          },
          {
            "category": "User Information",
            "commands": [
              "whoami",
              "id",
              "sudo -l",
              "cat /etc/passwd",
              "cat /etc/group",
              "history"
            ]
          },
          {
            "category": "Network Information",
            "commands": [
              "ifconfig",
              "ip a",
              "netstat -tulpn",
              "ss -tulpn",
              "cat /etc/hosts"
            ]
          },
          {
            "category": "Process Information",
            "commands": [
              "ps aux",
              "ps -ef",
              "top",
              "cat /proc/*/cmdline"
            ]
          }
        ]
      },
      "automated_tools": {
        "description": "Automated enumeration scripts",
        "tools": [
          {
            "name": "LinPEAS",
            "download": "curl -L https://github.com/carlospolop/PEASS-ng/releases/latest/download/linpeas.sh",
            "usage": "bash linpeas.sh",
            "features": [
              "Color-coded output",
              "Comprehensive checks",
              "CVE suggestions"
            ]
          },
          {
            "name": "LinEnum",
            "usage": "bash linenum.sh -t",
            "features": [
              "Thorough enumeration",
              "Report generation"
            ]
          },
          {
            "name": "Linux Exploit Suggester",
            "usage": "b


Instruction: Answer question

Input: Describe privilege escalation

Output:
{
  "linux_privesc": {
    "title": "Linux Privilege Escalation Techniques",
    "difficulty": "intermediate_to_advanced",
    "enumeration": {
      "manual_enumeration": {
        "description": "Manual system enumeration",
        "commands": [
          {
            "category": "System Information",
            "commands": [
              "uname -a",
              "cat /etc/issue",
              "cat /proc/version",
              "hostname",
              "lscpu"
            ]
          },
          {
            "category": "User Information",
            "commands": [
              "whoami",
              "id",
              "sudo -l",
              "cat /etc/passwd",
              "cat /etc/group",
              "history"
            ]
          },
          {
            "category": "Network Information",
            "commands": [
              "ifconfig",
              "ip a",
              "netstat -tulpn",
              "ss -tulpn",
              "cat /etc/hosts"
            ]
          },
          {
            "category": "Process Information",
            "commands": [
              "ps aux",
              "ps -ef",
              "top",
              "cat /proc/*/cmdline"
            ]
          }
        ]
      },
      "automated_tools": {
        "description": "Automated enumeration scripts",
        "tools": [
          {
            "name": "LinPEAS",
            "download": "curl -L https://github.com/carlospolop/PEASS-ng/releases/latest/download/linpeas.sh",
            "usage": "bash linpeas.sh",
            "features": [
              "Color-coded output",
              "Comprehensive checks",
              "CVE suggestions"
            ]
          },
          {
            "name": "LinEnum",
            "usage": "bash linenum.sh -t",
            "features": [
              "Thorough enumeration",
              "Report generation"
            ]
          },
          {
            "name": "Linux Exploit Suggester",
            "usage": "b


Instruction: Answer question

Input: What is wireless hacking?

Output:
{
  "wifi_complete_guide": {
    "title": "Complete WiFi Hacking Guide",
    "difficulty": "intermediate",
    "wep_cracking": {
      "description": "Breaking WEP encryption",
      "steps": [
        {
          "step": 1,
          "action": "Start monitor mode",
          "command": "airmon-ng start wlan0"
        },
        {
          "step": 2,
          "action": "Capture IVs",
          "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
        },
        {
          "step": 3,
          "action": "Generate traffic",
          "command": "aireplay-ng -3 -b [bssid] -h [client_mac] wlan0mon"
        },
        {
          "step": 4,
          "action": "Crack key",
          "command": "aircrack-ng -b [bssid] capture*.cap"
        }
      ]
    },
    "wpa_wpa2_cracking": {
      "description": "Breaking WPA/WPA2 encryption",
      "methods": {
        "handshake_capture": {
          "steps": [
            {
              "step": 1,
              "action": "Monitor target network",
              "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
            },
            {
              "step": 2,
              "action": "Deauthenticate client",
              "command": "aireplay-ng -0 10 -a [bssid] -c [client] wlan0mon"
            },
            {
              "step": 3,
              "action": "Crack with wordlist",
              "command": "aircrack-ng -w wordlist.txt -b [bssid] capture*.cap"
            },
            {
              "step": 4,
              "action": "GPU cracking",
              "command": "hashcat -m 2500 capture.hccapx wordlist.txt"
            }
          ]
        },
        "pmkid_attack": {
          "description": "PMKID clientless attack",
          "steps": [
            {
              "step": 1,
              "action": "Capture PMKID",
              "command": "hcxdumptool -i wlan0mon -o capture.pcapng --enable_status=1"
            },
            {
              "step": 2,


Instruction: Answer question

Input: Explain wireless hacking

Output:
{
  "wifi_complete_guide": {
    "title": "Complete WiFi Hacking Guide",
    "difficulty": "intermediate",
    "wep_cracking": {
      "description": "Breaking WEP encryption",
      "steps": [
        {
          "step": 1,
          "action": "Start monitor mode",
          "command": "airmon-ng start wlan0"
        },
        {
          "step": 2,
          "action": "Capture IVs",
          "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
        },
        {
          "step": 3,
          "action": "Generate traffic",
          "command": "aireplay-ng -3 -b [bssid] -h [client_mac] wlan0mon"
        },
        {
          "step": 4,
          "action": "Crack key",
          "command": "aircrack-ng -b [bssid] capture*.cap"
        }
      ]
    },
    "wpa_wpa2_cracking": {
      "description": "Breaking WPA/WPA2 encryption",
      "methods": {
        "handshake_capture": {
          "steps": [
            {
              "step": 1,
              "action": "Monitor target network",
              "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
            },
            {
              "step": 2,
              "action": "Deauthenticate client",
              "command": "aireplay-ng -0 10 -a [bssid] -c [client] wlan0mon"
            },
            {
              "step": 3,
              "action": "Crack with wordlist",
              "command": "aircrack-ng -w wordlist.txt -b [bssid] capture*.cap"
            },
            {
              "step": 4,
              "action": "GPU cracking",
              "command": "hashcat -m 2500 capture.hccapx wordlist.txt"
            }
          ]
        },
        "pmkid_attack": {
          "description": "PMKID clientless attack",
          "steps": [
            {
              "step": 1,
              "action": "Capture PMKID",
              "command": "hcxdumptool -i wlan0mon -o capture.pcapng --enable_status=1"
            },
            {
              "step": 2,


Instruction: Answer question

Input: Tell me about wireless hacking

Output:
{
  "wifi_complete_guide": {
    "title": "Complete WiFi Hacking Guide",
    "difficulty": "intermediate",
    "wep_cracking": {
      "description": "Breaking WEP encryption",
      "steps": [
        {
          "step": 1,
          "action": "Start monitor mode",
          "command": "airmon-ng start wlan0"
        },
        {
          "step": 2,
          "action": "Capture IVs",
          "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
        },
        {
          "step": 3,
          "action": "Generate traffic",
          "command": "aireplay-ng -3 -b [bssid] -h [client_mac] wlan0mon"
        },
        {
          "step": 4,
          "action": "Crack key",
          "command": "aircrack-ng -b [bssid] capture*.cap"
        }
      ]
    },
    "wpa_wpa2_cracking": {
      "description": "Breaking WPA/WPA2 encryption",
      "methods": {
        "handshake_capture": {
          "steps": [
            {
              "step": 1,
              "action": "Monitor target network",
              "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
            },
            {
              "step": 2,
              "action": "Deauthenticate client",
              "command": "aireplay-ng -0 10 -a [bssid] -c [client] wlan0mon"
            },
            {
              "step": 3,
              "action": "Crack with wordlist",
              "command": "aircrack-ng -w wordlist.txt -b [bssid] capture*.cap"
            },
            {
              "step": 4,
              "action": "GPU cracking",
              "command": "hashcat -m 2500 capture.hccapx wordlist.txt"
            }
          ]
        },
        "pmkid_attack": {
          "description": "PMKID clientless attack",
          "steps": [
            {
              "step": 1,
              "action": "Capture PMKID",
              "command": "hcxdumptool -i wlan0mon -o capture.pcapng --enable_status=1"
            },
            {
              "step": 2,


Instruction: Answer question

Input: How does wireless hacking work?

Output:
{
  "wifi_complete_guide": {
    "title": "Complete WiFi Hacking Guide",
    "difficulty": "intermediate",
    "wep_cracking": {
      "description": "Breaking WEP encryption",
      "steps": [
        {
          "step": 1,
          "action": "Start monitor mode",
          "command": "airmon-ng start wlan0"
        },
        {
          "step": 2,
          "action": "Capture IVs",
          "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
        },
        {
          "step": 3,
          "action": "Generate traffic",
          "command": "aireplay-ng -3 -b [bssid] -h [client_mac] wlan0mon"
        },
        {
          "step": 4,
          "action": "Crack key",
          "command": "aircrack-ng -b [bssid] capture*.cap"
        }
      ]
    },
    "wpa_wpa2_cracking": {
      "description": "Breaking WPA/WPA2 encryption",
      "methods": {
        "handshake_capture": {
          "steps": [
            {
              "step": 1,
              "action": "Monitor target network",
              "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
            },
            {
              "step": 2,
              "action": "Deauthenticate client",
              "command": "aireplay-ng -0 10 -a [bssid] -c [client] wlan0mon"
            },
            {
              "step": 3,
              "action": "Crack with wordlist",
              "command": "aircrack-ng -w wordlist.txt -b [bssid] capture*.cap"
            },
            {
              "step": 4,
              "action": "GPU cracking",
              "command": "hashcat -m 2500 capture.hccapx wordlist.txt"
            }
          ]
        },
        "pmkid_attack": {
          "description": "PMKID clientless attack",
          "steps": [
            {
              "step": 1,
              "action": "Capture PMKID",
              "command": "hcxdumptool -i wlan0mon -o capture.pcapng --enable_status=1"
            },
            {
              "step": 2,


Instruction: Answer question

Input: Describe wireless hacking

Output:
{
  "wifi_complete_guide": {
    "title": "Complete WiFi Hacking Guide",
    "difficulty": "intermediate",
    "wep_cracking": {
      "description": "Breaking WEP encryption",
      "steps": [
        {
          "step": 1,
          "action": "Start monitor mode",
          "command": "airmon-ng start wlan0"
        },
        {
          "step": 2,
          "action": "Capture IVs",
          "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
        },
        {
          "step": 3,
          "action": "Generate traffic",
          "command": "aireplay-ng -3 -b [bssid] -h [client_mac] wlan0mon"
        },
        {
          "step": 4,
          "action": "Crack key",
          "command": "aircrack-ng -b [bssid] capture*.cap"
        }
      ]
    },
    "wpa_wpa2_cracking": {
      "description": "Breaking WPA/WPA2 encryption",
      "methods": {
        "handshake_capture": {
          "steps": [
            {
              "step": 1,
              "action": "Monitor target network",
              "command": "airodump-ng -c [channel] --bssid [bssid] -w capture wlan0mon"
            },
            {
              "step": 2,
              "action": "Deauthenticate client",
              "command": "aireplay-ng -0 10 -a [bssid] -c [client] wlan0mon"
            },
            {
              "step": 3,
              "action": "Crack with wordlist",
              "command": "aircrack-ng -w wordlist.txt -b [bssid] capture*.cap"
            },
            {
              "step": 4,
              "action": "GPU cracking",
              "command": "hashcat -m 2500 capture.hccapx wordlist.txt"
            }
          ]
        },
        "pmkid_attack": {
          "description": "PMKID clientless attack",
          "steps": [
            {
              "step": 1,
              "action": "Capture PMKID",
              "command": "hcxdumptool -i wlan0mon -o capture.pcapng --enable_status=1"
            },
            {
              "step": 2,


Instruction: Answer question

Input: What is mobile app testing?

Output:
{
  "android_pentesting": {
    "title": "Android Application Security Testing",
    "difficulty": "intermediate_to_advanced",
    "setup": {
      "environment": {
        "requirements": [
          "Android device/emulator",
          "ADB installed",
          "Burp Suite configured",
          "Frida server installed"
        ],
        "adb_commands": [
          "adb devices",
          "adb shell",
          "adb install app.apk",
          "adb pull /data/data/com.app/",
          "adb logcat"
        ]
      }
    },
    "static_analysis": {
      "decompilation": {
        "tools": [
          "jadx",
          "apktool",
          "dex2jar"
        ],
        "process": [
          {
            "step": 1,
            "tool": "apktool",
            "command": "apktool d app.apk",
            "purpose": "Extract resources and smali code"
          },
          {
            "step": 2,
            "tool": "jadx",
            "command": "jadx app.apk",
            "purpose": "Decompile to Java source"
          },
          {
            "step": 3,
            "tool": "dex2jar",
            "command": "d2j-dex2jar app.apk",
            "purpose": "Convert to jar for analysis"
          }
        ]
      },
      "security_checks": [
        "Hardcoded credentials",
        "API keys in code",
        "Insecure data storage",
        "Weak cryptography",
        "Logging sensitive data",
        "Exported components",
        "Permission analysis"
      ]
    },
    "dynamic_analysis": {
      "frida_hooking": {
        "description": "Runtime manipulation with Frida",
        "common_scripts": [
          {
            "name": "SSL Pinning Bypass",
            "script": "frida --codeshare akabe1/frida-multiple-unpinning -U -f com.app"
          },
          {
            "name": "Root Detection Bypass",
            "script": "frida --codeshare dzonerzy/fridantiroot -U -f com.app"
          },
          {
            "name": "Method Tracing",
            "sc


Instruction: Answer question

Input: Explain mobile app testing

Output:
{
  "android_pentesting": {
    "title": "Android Application Security Testing",
    "difficulty": "intermediate_to_advanced",
    "setup": {
      "environment": {
        "requirements": [
          "Android device/emulator",
          "ADB installed",
          "Burp Suite configured",
          "Frida server installed"
        ],
        "adb_commands": [
          "adb devices",
          "adb shell",
          "adb install app.apk",
          "adb pull /data/data/com.app/",
          "adb logcat"
        ]
      }
    },
    "static_analysis": {
      "decompilation": {
        "tools": [
          "jadx",
          "apktool",
          "dex2jar"
        ],
        "process": [
          {
            "step": 1,
            "tool": "apktool",
            "command": "apktool d app.apk",
            "purpose": "Extract resources and smali code"
          },
          {
            "step": 2,
            "tool": "jadx",
            "command": "jadx app.apk",
            "purpose": "Decompile to Java source"
          },
          {
            "step": 3,
            "tool": "dex2jar",
            "command": "d2j-dex2jar app.apk",
            "purpose": "Convert to jar for analysis"
          }
        ]
      },
      "security_checks": [
        "Hardcoded credentials",
        "API keys in code",
        "Insecure data storage",
        "Weak cryptography",
        "Logging sensitive data",
        "Exported components",
        "Permission analysis"
      ]
    },
    "dynamic_analysis": {
      "frida_hooking": {
        "description": "Runtime manipulation with Frida",
        "common_scripts": [
          {
            "name": "SSL Pinning Bypass",
            "script": "frida --codeshare akabe1/frida-multiple-unpinning -U -f com.app"
          },
          {
            "name": "Root Detection Bypass",
            "script": "frida --codeshare dzonerzy/fridantiroot -U -f com.app"
          },
          {
            "name": "Method Tracing",
            "sc


Instruction: Answer question

Input: Tell me about mobile app testing

Output:
{
  "android_pentesting": {
    "title": "Android Application Security Testing",
    "difficulty": "intermediate_to_advanced",
    "setup": {
      "environment": {
        "requirements": [
          "Android device/emulator",
          "ADB installed",
          "Burp Suite configured",
          "Frida server installed"
        ],
        "adb_commands": [
          "adb devices",
          "adb shell",
          "adb install app.apk",
          "adb pull /data/data/com.app/",
          "adb logcat"
        ]
      }
    },
    "static_analysis": {
      "decompilation": {
        "tools": [
          "jadx",
          "apktool",
          "dex2jar"
        ],
        "process": [
          {
            "step": 1,
            "tool": "apktool",
            "command": "apktool d app.apk",
            "purpose": "Extract resources and smali code"
          },
          {
            "step": 2,
            "tool": "jadx",
            "command": "jadx app.apk",
            "purpose": "Decompile to Java source"
          },
          {
            "step": 3,
            "tool": "dex2jar",
            "command": "d2j-dex2jar app.apk",
            "purpose": "Convert to jar for analysis"
          }
        ]
      },
      "security_checks": [
        "Hardcoded credentials",
        "API keys in code",
        "Insecure data storage",
        "Weak cryptography",
        "Logging sensitive data",
        "Exported components",
        "Permission analysis"
      ]
    },
    "dynamic_analysis": {
      "frida_hooking": {
        "description": "Runtime manipulation with Frida",
        "common_scripts": [
          {
            "name": "SSL Pinning Bypass",
            "script": "frida --codeshare akabe1/frida-multiple-unpinning -U -f com.app"
          },
          {
            "name": "Root Detection Bypass",
            "script": "frida --codeshare dzonerzy/fridantiroot -U -f com.app"
          },
          {
            "name": "Method Tracing",
            "sc


Instruction: Answer question

Input: How does mobile app testing work?

Output:
{
  "android_pentesting": {
    "title": "Android Application Security Testing",
    "difficulty": "intermediate_to_advanced",
    "setup": {
      "environment": {
        "requirements": [
          "Android device/emulator",
          "ADB installed",
          "Burp Suite configured",
          "Frida server installed"
        ],
        "adb_commands": [
          "adb devices",
          "adb shell",
          "adb install app.apk",
          "adb pull /data/data/com.app/",
          "adb logcat"
        ]
      }
    },
    "static_analysis": {
      "decompilation": {
        "tools": [
          "jadx",
          "apktool",
          "dex2jar"
        ],
        "process": [
          {
            "step": 1,
            "tool": "apktool",
            "command": "apktool d app.apk",
            "purpose": "Extract resources and smali code"
          },
          {
            "step": 2,
            "tool": "jadx",
            "command": "jadx app.apk",
            "purpose": "Decompile to Java source"
          },
          {
            "step": 3,
            "tool": "dex2jar",
            "command": "d2j-dex2jar app.apk",
            "purpose": "Convert to jar for analysis"
          }
        ]
      },
      "security_checks": [
        "Hardcoded credentials",
        "API keys in code",
        "Insecure data storage",
        "Weak cryptography",
        "Logging sensitive data",
        "Exported components",
        "Permission analysis"
      ]
    },
    "dynamic_analysis": {
      "frida_hooking": {
        "description": "Runtime manipulation with Frida",
        "common_scripts": [
          {
            "name": "SSL Pinning Bypass",
            "script": "frida --codeshare akabe1/frida-multiple-unpinning -U -f com.app"
          },
          {
            "name": "Root Detection Bypass",
            "script": "frida --codeshare dzonerzy/fridantiroot -U -f com.app"
          },
          {
            "name": "Method Tracing",
            "sc


Instruction: Answer question

Input: Describe mobile app testing

Output:
{
  "android_pentesting": {
    "title": "Android Application Security Testing",
    "difficulty": "intermediate_to_advanced",
    "setup": {
      "environment": {
        "requirements": [
          "Android device/emulator",
          "ADB installed",
          "Burp Suite configured",
          "Frida server installed"
        ],
        "adb_commands": [
          "adb devices",
          "adb shell",
          "adb install app.apk",
          "adb pull /data/data/com.app/",
          "adb logcat"
        ]
      }
    },
    "static_analysis": {
      "decompilation": {
        "tools": [
          "jadx",
          "apktool",
          "dex2jar"
        ],
        "process": [
          {
            "step": 1,
            "tool": "apktool",
            "command": "apktool d app.apk",
            "purpose": "Extract resources and smali code"
          },
          {
            "step": 2,
            "tool": "jadx",
            "command": "jadx app.apk",
            "purpose": "Decompile to Java source"
          },
          {
            "step": 3,
            "tool": "dex2jar",
            "command": "d2j-dex2jar app.apk",
            "purpose": "Convert to jar for analysis"
          }
        ]
      },
      "security_checks": [
        "Hardcoded credentials",
        "API keys in code",
        "Insecure data storage",
        "Weak cryptography",
        "Logging sensitive data",
        "Exported components",
        "Permission analysis"
      ]
    },
    "dynamic_analysis": {
      "frida_hooking": {
        "description": "Runtime manipulation with Frida",
        "common_scripts": [
          {
            "name": "SSL Pinning Bypass",
            "script": "frida --codeshare akabe1/frida-multiple-unpinning -U -f com.app"
          },
          {
            "name": "Root Detection Bypass",
            "script": "frida --codeshare dzonerzy/fridantiroot -U -f com.app"
          },
          {
            "name": "Method Tracing",
            "sc


Instruction: Answer question

Input: What is cloud security?

Output:
{
  "aws_pentesting": {
    "title": "AWS Security Assessment",
    "difficulty": "advanced",
    "reconnaissance": {
      "passive": {
        "techniques": [
          "DNS enumeration for S3 buckets",
          "GitHub searching for AWS keys",
          "Google dorking for exposed resources",
          "Certificate transparency logs"
        ]
      },
      "active": {
        "tools": [
          "aws-cli",
          "pacu",
          "scout_suite"
        ],
        "enumeration": [
          {
            "service": "S3",
            "commands": [
              "aws s3 ls",
              "aws s3api list-buckets",
              "aws s3api get-bucket-acl --bucket name"
            ]
          },
          {
            "service": "EC2",
            "commands": [
              "aws ec2 describe-instances",
              "aws ec2 describe-security-groups",
              "aws ec2 describe-snapshots"
            ]
          },
          {
            "service": "IAM",
            "commands": [
              "aws iam list-users",
              "aws iam list-roles",
              "aws iam get-account-authorization-details"
            ]
          }
        ]
      }
    },
    "exploitation": {
      "common_attacks": [
        {
          "name": "S3 Bucket Takeover",
          "conditions": "Misconfigured bucket permissions",
          "impact": "Data exposure or modification"
        },
        {
          "name": "SSRF to Metadata Service",
          "target": "http://169.254.169.254/",
          "impact": "Credential extraction"
        },
        {
          "name": "Lambda Function Exploitation",
          "vector": "Code injection or privilege escalation",
          "impact": "Code execution in AWS environment"
        }
      ]
    },
    "post_exploitation": {
      "persistence": [
        "Create new IAM users",
        "Modify existing roles",
        "Deploy Lambda backdoors",
        "Modify CloudFormation templates"
      ],
      "lateral_movement":


Instruction: Answer question

Input: Explain cloud security

Output:
{
  "aws_pentesting": {
    "title": "AWS Security Assessment",
    "difficulty": "advanced",
    "reconnaissance": {
      "passive": {
        "techniques": [
          "DNS enumeration for S3 buckets",
          "GitHub searching for AWS keys",
          "Google dorking for exposed resources",
          "Certificate transparency logs"
        ]
      },
      "active": {
        "tools": [
          "aws-cli",
          "pacu",
          "scout_suite"
        ],
        "enumeration": [
          {
            "service": "S3",
            "commands": [
              "aws s3 ls",
              "aws s3api list-buckets",
              "aws s3api get-bucket-acl --bucket name"
            ]
          },
          {
            "service": "EC2",
            "commands": [
              "aws ec2 describe-instances",
              "aws ec2 describe-security-groups",
              "aws ec2 describe-snapshots"
            ]
          },
          {
            "service": "IAM",
            "commands": [
              "aws iam list-users",
              "aws iam list-roles",
              "aws iam get-account-authorization-details"
            ]
          }
        ]
      }
    },
    "exploitation": {
      "common_attacks": [
        {
          "name": "S3 Bucket Takeover",
          "conditions": "Misconfigured bucket permissions",
          "impact": "Data exposure or modification"
        },
        {
          "name": "SSRF to Metadata Service",
          "target": "http://169.254.169.254/",
          "impact": "Credential extraction"
        },
        {
          "name": "Lambda Function Exploitation",
          "vector": "Code injection or privilege escalation",
          "impact": "Code execution in AWS environment"
        }
      ]
    },
    "post_exploitation": {
      "persistence": [
        "Create new IAM users",
        "Modify existing roles",
        "Deploy Lambda backdoors",
        "Modify CloudFormation templates"
      ],
      "lateral_movement":


Instruction: Answer question

Input: Tell me about cloud security

Output:
{
  "aws_pentesting": {
    "title": "AWS Security Assessment",
    "difficulty": "advanced",
    "reconnaissance": {
      "passive": {
        "techniques": [
          "DNS enumeration for S3 buckets",
          "GitHub searching for AWS keys",
          "Google dorking for exposed resources",
          "Certificate transparency logs"
        ]
      },
      "active": {
        "tools": [
          "aws-cli",
          "pacu",
          "scout_suite"
        ],
        "enumeration": [
          {
            "service": "S3",
            "commands": [
              "aws s3 ls",
              "aws s3api list-buckets",
              "aws s3api get-bucket-acl --bucket name"
            ]
          },
          {
            "service": "EC2",
            "commands": [
              "aws ec2 describe-instances",
              "aws ec2 describe-security-groups",
              "aws ec2 describe-snapshots"
            ]
          },
          {
            "service": "IAM",
            "commands": [
              "aws iam list-users",
              "aws iam list-roles",
              "aws iam get-account-authorization-details"
            ]
          }
        ]
      }
    },
    "exploitation": {
      "common_attacks": [
        {
          "name": "S3 Bucket Takeover",
          "conditions": "Misconfigured bucket permissions",
          "impact": "Data exposure or modification"
        },
        {
          "name": "SSRF to Metadata Service",
          "target": "http://169.254.169.254/",
          "impact": "Credential extraction"
        },
        {
          "name": "Lambda Function Exploitation",
          "vector": "Code injection or privilege escalation",
          "impact": "Code execution in AWS environment"
        }
      ]
    },
    "post_exploitation": {
      "persistence": [
        "Create new IAM users",
        "Modify existing roles",
        "Deploy Lambda backdoors",
        "Modify CloudFormation templates"
      ],
      "lateral_movement":


Instruction: Answer question

Input: How does cloud security work?

Output:
{
  "aws_pentesting": {
    "title": "AWS Security Assessment",
    "difficulty": "advanced",
    "reconnaissance": {
      "passive": {
        "techniques": [
          "DNS enumeration for S3 buckets",
          "GitHub searching for AWS keys",
          "Google dorking for exposed resources",
          "Certificate transparency logs"
        ]
      },
      "active": {
        "tools": [
          "aws-cli",
          "pacu",
          "scout_suite"
        ],
        "enumeration": [
          {
            "service": "S3",
            "commands": [
              "aws s3 ls",
              "aws s3api list-buckets",
              "aws s3api get-bucket-acl --bucket name"
            ]
          },
          {
            "service": "EC2",
            "commands": [
              "aws ec2 describe-instances",
              "aws ec2 describe-security-groups",
              "aws ec2 describe-snapshots"
            ]
          },
          {
            "service": "IAM",
            "commands": [
              "aws iam list-users",
              "aws iam list-roles",
              "aws iam get-account-authorization-details"
            ]
          }
        ]
      }
    },
    "exploitation": {
      "common_attacks": [
        {
          "name": "S3 Bucket Takeover",
          "conditions": "Misconfigured bucket permissions",
          "impact": "Data exposure or modification"
        },
        {
          "name": "SSRF to Metadata Service",
          "target": "http://169.254.169.254/",
          "impact": "Credential extraction"
        },
        {
          "name": "Lambda Function Exploitation",
          "vector": "Code injection or privilege escalation",
          "impact": "Code execution in AWS environment"
        }
      ]
    },
    "post_exploitation": {
      "persistence": [
        "Create new IAM users",
        "Modify existing roles",
        "Deploy Lambda backdoors",
        "Modify CloudFormation templates"
      ],
      "lateral_movement":


Instruction: Answer question

Input: Describe cloud security

Output:
{
  "aws_pentesting": {
    "title": "AWS Security Assessment",
    "difficulty": "advanced",
    "reconnaissance": {
      "passive": {
        "techniques": [
          "DNS enumeration for S3 buckets",
          "GitHub searching for AWS keys",
          "Google dorking for exposed resources",
          "Certificate transparency logs"
        ]
      },
      "active": {
        "tools": [
          "aws-cli",
          "pacu",
          "scout_suite"
        ],
        "enumeration": [
          {
            "service": "S3",
            "commands": [
              "aws s3 ls",
              "aws s3api list-buckets",
              "aws s3api get-bucket-acl --bucket name"
            ]
          },
          {
            "service": "EC2",
            "commands": [
              "aws ec2 describe-instances",
              "aws ec2 describe-security-groups",
              "aws ec2 describe-snapshots"
            ]
          },
          {
            "service": "IAM",
            "commands": [
              "aws iam list-users",
              "aws iam list-roles",
              "aws iam get-account-authorization-details"
            ]
          }
        ]
      }
    },
    "exploitation": {
      "common_attacks": [
        {
          "name": "S3 Bucket Takeover",
          "conditions": "Misconfigured bucket permissions",
          "impact": "Data exposure or modification"
        },
        {
          "name": "SSRF to Metadata Service",
          "target": "http://169.254.169.254/",
          "impact": "Credential extraction"
        },
        {
          "name": "Lambda Function Exploitation",
          "vector": "Code injection or privilege escalation",
          "impact": "Code execution in AWS environment"
        }
      ]
    },
    "post_exploitation": {
      "persistence": [
        "Create new IAM users",
        "Modify existing roles",
        "Deploy Lambda backdoors",
        "Modify CloudFormation templates"
      ],
      "lateral_movement":


Instruction: Answer question

Input: What is reverse engineering?

Output:
{
  "binary_analysis": {
    "title": "Binary Reverse Engineering",
    "difficulty": "advanced",
    "static_analysis": {
      "tools": {
        "ghidra": {
          "description": "NSA reverse engineering tool",
          "features": [
            "Decompilation",
            "Cross-references",
            "Function graphs",
            "Scripting support"
          ],
          "workflow": [
            "Import binary",
            "Run auto-analysis",
            "Identify main function",
            "Follow execution flow",
            "Rename functions/variables"
          ]
        },
        "ida_pro": {
          "description": "Industry standard disassembler",
          "features": [
            "Advanced decompilation",
            "Debugging capabilities",
            "Plugin ecosystem",
            "Signature matching"
          ]
        },
        "radare2": {
          "description": "Open source RE framework",
          "commands": [
            "r2 -A binary : Analyze",
            "afl : List functions",
            "pdf @ main : Disassemble main",
            "VV : Visual mode",
            "s sym.main : Seek to main"
          ]
        }
      }
    },
    "dynamic_analysis": {
      "debugging": {
        "gdb_enhanced": [
          {
            "tool": "GEF",
            "features": [
              "Enhanced display",
              "Heap analysis",
              "Pattern generation"
            ]
          },
          {
            "tool": "pwndbg",
            "features": [
              "Exploit development",
              "ROP gadgets",
              "Memory examination"
            ]
          }
        ],
        "techniques": [
          "Breakpoint analysis",
          "Step-through execution",
          "Memory examination",
          "Register manipulation",
          "Call stack analysis"
        ]
      }
    }
  },
  "malware_analysis": {
    "title": "Malware Analysis Techniques",
    "difficulty": "expert",
    "safe_envir


Instruction: Answer question

Input: Explain reverse engineering

Output:
{
  "binary_analysis": {
    "title": "Binary Reverse Engineering",
    "difficulty": "advanced",
    "static_analysis": {
      "tools": {
        "ghidra": {
          "description": "NSA reverse engineering tool",
          "features": [
            "Decompilation",
            "Cross-references",
            "Function graphs",
            "Scripting support"
          ],
          "workflow": [
            "Import binary",
            "Run auto-analysis",
            "Identify main function",
            "Follow execution flow",
            "Rename functions/variables"
          ]
        },
        "ida_pro": {
          "description": "Industry standard disassembler",
          "features": [
            "Advanced decompilation",
            "Debugging capabilities",
            "Plugin ecosystem",
            "Signature matching"
          ]
        },
        "radare2": {
          "description": "Open source RE framework",
          "commands": [
            "r2 -A binary : Analyze",
            "afl : List functions",
            "pdf @ main : Disassemble main",
            "VV : Visual mode",
            "s sym.main : Seek to main"
          ]
        }
      }
    },
    "dynamic_analysis": {
      "debugging": {
        "gdb_enhanced": [
          {
            "tool": "GEF",
            "features": [
              "Enhanced display",
              "Heap analysis",
              "Pattern generation"
            ]
          },
          {
            "tool": "pwndbg",
            "features": [
              "Exploit development",
              "ROP gadgets",
              "Memory examination"
            ]
          }
        ],
        "techniques": [
          "Breakpoint analysis",
          "Step-through execution",
          "Memory examination",
          "Register manipulation",
          "Call stack analysis"
        ]
      }
    }
  },
  "malware_analysis": {
    "title": "Malware Analysis Techniques",
    "difficulty": "expert",
    "safe_envir