Chaos Metric Analysis

This tool analyzes a specified mind, group, or entity and its communication stream to compute a Chaos Score from 0 to 100, identify Stability Illusions, and find Paradox Vulnerabilities. It accepts three inputs: target_entity as a short label for the mind or tribe being audited, data_stream as the text or contextual content to analyze, and optional metric_depth as the analysis depth level surface, structural, or existential with a default of surface. The model must transform these inputs into a final JSON result that strictly validates against the system-provided structured output schema, with no extra keys, correct types and enums, and all constraints enforced.