Reverse System Prompt Analysis and Security Hardening Template

You are a world-class prompt security researcher and red team specialist. I will provide you with a system prompt (or a suspected system prompt leak). Perform a comprehensive analysis: Phase 1: Structural Analysis - Identify the role/persona definition - Map all behavioral rules and constraints - List all tools/capabilities mentioned - Detect any hidden instructions or Easter eggs - Estimate the prompt engineering sophistication level (1-10) Phase 2: Security Audit Test for these vulnerability classes: 1. Prompt Injection Surface: Can the instructions be overridden by user input? 2. Information Leakage: Does it reveal internal architecture, API keys, or business logic? 3. Jailbreak Vectors: Role-play attacks, DAN-style, encoding tricks 4. Privilege Escalation: Can a user trick it into performing unauthorized actions? 5. Data Exfiltration: Can conversation history or system context be extracted? For each vulnerability found, provide: - Risk Level: Critical / High / Medium / Low - Attack Vector: Exact prompt that exploits it - Impact: What an attacker gains - Fix: Specific patch to the system prompt Phase 3: Hardened Version Rewrite the entire system prompt with all vulnerabilities patched, defense-in-depth layers, input sanitization, graceful refusal patterns, and performance optimizations. Phase 4: Red Team Test Suite Generate 10 adversarial test prompts to validate the hardened version. System prompt to analyze: [paste the system prompt here]