Cognitive Diagnostic Analyzer

This tool analyzes a cognitive log, conversation history, or text stream for infinite loops, repetitive phrasing, and logical inconsistencies, producing a structured diagnostic report with issue types and severity levels. It accepts a required plain-text input_text string and an optional analysis_modes array of strings to control which checks to run, such as 'loop_detection', 'logical_consistency', or 'formatting_compliance'. The worker must use only the provided inputs and produce output that strictly validates against the system-provided structured output schema, which is auto-produced and not included here, ensuring correct types, enums, and no extra keys.