Act as an AI infrastructure architect. Create a logic framework that monitors the compute usage of autonomous agents in a sandbox environment. The framework should include threshold triggers that automatically throttle non-critical background tasks when cloud resource usage exceeds 70% of the assigned budget. Define the interaction protocol between the agent and the resource manager.

Act as a data governance consultant. Create a checklist and audit procedure for evaluating how internal company documentation is processed by LLMs. Focus on identifying 'over-sharing' patterns where sensitive intellectual property or PII might be accidentally indexed into an AI’s long-term memory. Provide a scoring rubric for organizational data hygiene.

Act as a communication strategist. Develop a 'Constituent-First' persona profile for an AI assistant integrated into a government service portal. The persona must prioritize clarity, neutrality, and accessibility, while ensuring all regulatory and procedural information remains strictly accurate. Include a set of 'guardrail responses' for when the AI encounters ambiguous user input.