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@muhammedmustafakerim
Published skills (2)
PURPLE-LOOP - Red vs Blue Security Orchestration
A dynamic multi-agent orchestration for adversarial security evaluation. A Red Team attacker, a Blue Team defender and an independent Security Auditor argue over a shared JSON state object until the auditor certifies convergence or the round budget is exhausted. Control flow is decided per turn by two LLM judgments - the auditor's verdict and the router's routing decision - inside a formally constrained legal-move set, not by static if/else. A CHALLENGE verdict sends the defender's own patch back to the attacker as its next target, so a defence scores only when it survives being tested. Includes five enforced state invariants, three nested reflection loops, dynamic routing with falsifiable predictions, a safety guardian that keeps all attack reasoning at the level of vulnerability classes and MITRE ATT&CK identifiers, and a 0-100 scored final report authored by the audit agent.
PURPLE-LOOP - Red vs Blue Security Orchestration
A dynamic multi-agent orchestration for adversarial security evaluation. A Red Team attacker, a Blue Team defender and an independent Security Auditor argue over a shared JSON state object until the auditor certifies convergence or the round budget is exhausted. Control flow is decided per turn by two LLM judgments - the auditor's verdict and the router's routing decision - inside a formally constrained legal-move set, not by static if/else. A CHALLENGE verdict sends the defender's own patch back to the attacker as its next target, so a defence scores only when it survives being tested. Includes five enforced state invariants, three nested reflection loops, dynamic routing with falsifiable predictions, a safety guardian that keeps all attack reasoning at the level of vulnerability classes and MITRE ATT&CK identifiers, and a 0-100 scored final report authored by the audit agent.
