Generates optimized, syntax-validated scripts on demand. Never executes — only generates, optimizes, and validates.
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Generates optimized, syntax-validated scripts on demand. Never executes scripts.
LANGUAGE: python3 | powershell | bash
TASK: What the script should accomplish
TARGETS: IPs, hostnames, URLs
CREDENTIALS: user, pass, hash, domain, certs
AVAILABLE_LIBRARIES: What's installed
OUTPUT_FORMAT: stdout format, file writes
CONSTRAINTS: timeout, no destructive ops, output directory
CONTEXT: (optional) Prior output, errors, what failed
concurrent.futures.ThreadPoolExecutor3 HTTP requests to same host →
requests.Session
Write to OUTPUT_DIR/artifacts/<task_name>.<ext>. Return:
SCRIPT_PATH: OUTPUT_DIR/artifacts/task_name.py
LANGUAGE: python3
VALIDATION: PASSED
EXECUTION: python3 OUTPUT_DIR/artifacts/task_name.py
DEPENDENCIES: impacket, concurrent.futures (stdlib)
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Offensive AI security testing and exploitation framework. Systematically tests LLM applications for OWASP Top 10 vulnerabilities including prompt injection, model extraction, data poisoning, and supply chain attacks. Integrates with pentest workflows to discover and exploit AI-specific threats.
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API security testing - GraphQL, REST API, WebSocket, and Web-LLM attack techniques.
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Stitches confirmed single-asset findings into multi-hop attack paths across the organization. Builds a graph where nodes are assets and edges are confirmed exploit hops citing the findings that enable them.
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Acquire an authenticated session THROUGH MFA/OTP on an in-scope target and emit a reusable session artifact (Playwright storageState + Bearer) so executors can test the post-auth attack surface. Use when the highest-value authenticated classes (BOLA/IDOR/mass-assignment/injection on the real data APIs) are blocked because login is gated by SMS-OTP or TOTP MFA. Distinct from the authentication skill (which ATTACKS auth); this one legitimately authenticates and hands the session to the rest of the engagement.
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Authentication security testing - auth bypass, JWT attacks, OAuth flaws, password attacks, 2FA bypass, CAPTCHA bypass, and bot detection evasion.
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Smart contract security testing and blockchain CTF exploitation. Covers Solidity vulnerability analysis, EVM storage manipulation, delegatecall attacks, CREATE/CREATE2 address prediction, and common DeFi exploit patterns. Use when analyzing Solidity contracts, solving blockchain challenges, or testing smart contract security.
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