Menu
Semantic search, similarity detection, auto-documentation
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Next-generation 0day discovery & exploit development — comprehensive code analysis, allocator vulnerabilities, compiler-induced bugs, SIMD/vector issues, JIT vulnerabilities, custom allocator attacks, ASLR/kASLR bypass, UAF, OOB, RCE with exploit generation, privilege escalation, backdoor establishment
Next-generation 0day discovery — novel overflow patterns, allocator exploits, compiler-induced bugs, bounds-check bypass, SIMD/vector overflows, JIT vulns, custom allocator attacks, ASLR/kASLR bypass, UAF, OOB, RCE with weaponized exploit generation, privilege escalation, backdoor establishment
Container escape vulnerability discovery — Docker, Kubernetes, container runtime exploitation, namespace isolation bypass, privilege escalation through container boundaries
Crypto implementation analysis — weak algorithms, side-channels, key management flaws, padding oracles, random generation failures, implementation bugs
IoT device security analysis — firmware extraction, RTOS exploits, hardware interfaces, protocol vulnerabilities, side-channel attacks, update mechanism exploitation
Industrial control system security — Modbus, DNP3, IEC 104, Ethernet/IP, PLC exploitation, control logic manipulation, sensor/actuator attacks, ICS protocol analysis
| name | AI-Enhanced Features |
| description | Semantic search, similarity detection, auto-documentation |
| tags | ["ai","semantic","search","similarity","documentation","analysis"] |
| allowed_tools | ["search_functions","find_similar","document_function","identify_algorithms"] |
Task: AI-Enhanced Reverse Engineering. Use semantic analysis for intelligent code exploration.
Search functions using natural language queries.
Supported Queries:
Examples:
search_functions("crypto functions")
→ Returns all functions related to cryptography
search_functions("http client")
→ Returns functions that make HTTP requests
search_functions("parse json")
→ Returns JSON parsing functions
Find functions that behave similarly to a target function.
Similarity Criteria:
Use Cases:
Automatically detect implemented algorithms.
Detected Algorithms:
Generate comprehensive documentation for functions.
Documentation Includes:
1. User asks: "Find encryption functions"
2. AI runs: search_functions("encryption")
3. Results: Ranked list with:
- encrypt_file (Score: 95)
- aes_encrypt (Score: 90)
- crypt_data (Score: 85)
4. User selects function for detailed analysis
1. User highlights function: decrypt_data
2. AI runs: find_similar(decrypt_data)
3. Results: Similar functions:
- encrypt_data (85% similar)
- crypt_buffer (70% similar)
4. User compares implementations
1. User opens function: validate_token
2. AI generates: document_function(validate_token)
3. Output:
- Category: crypto/authentication
- Algorithm: SHA256
- Calls: hash_update, hash_compare
- Strings: "secret_key"
- Summary: Validates JWT tokens using SHA256 HMAC
1. search_functions("authentication") - Find auth functions
2. document_function(auth_func) - Get documentation
3. find_similar(auth_func) - Find related functions
4. Analyze credential handling
1. identify_algorithms("crypto") - Find all crypto
2. document_function(encryption_func) - Get details
3. Analyze algorithm choice (weak/strong)
4. Check for implementation flaws
1. search_functions("file operations")
2. find_similar(file_handler) - Check for duplication
3. get_function_security_score(addr) - Security check
4. Document findings