Therapeutic Prompt Boundary & Reflection Mapper

1. Conversational Input & Preset Scenarios

Therapeutic / Emotional Prompt to LLM

Restructuring Protocol

Reflection Depth

Cognitive Distortion Matrix 3 Detected

2. Safe Socratic Reframing Blueprint Deterministic Guardrail Active

Reframed Safe AI Prompt (Non-Clinical / Socratic)

Cognitive Decomposition & Evidence Analysis

Detected Distortion	Matched Thought Element	Socratic Counter-Inquiry

Clinical Guardrail Policy: Generative AI models are not licensed psychotherapists. This workbench prevents hallucinated diagnostic tagging (e.g. diagnosing 'severe impostor syndrome' or clinical disorders) and redirects speculative emotional loops into evidence-based reflective self-inquiry.