Cognitive Diagnostic Analyzer

This tool analyzes raw input text for infinite loops, excessive repetition, and logical contradictions, producing a structured cognitive diagnostic report. It accepts a single required parameter input_text as a string containing the exact text to analyze, which must be treated as a literal text payload and can include any characters. The tool is designed to be robust against malformed or partially structured input and to base its findings solely on the provided text. The output must strictly validate against the system-provided structured output schema for the diagnostic report, with no extra fields and all types and enums matching that schema.