IDENTITY PRESERVATION INSTRUCTION: Using the uploaded photo as reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while transforming them into a professional psychologist or coach portrait. Maintain complete likeness and facial identity.

TRANSFORMATION DESCRIPTION: Transform the person into a professional psychologist or coach with a warm, empathetic, and trustworthy appearance. Dress them in professional business attire suitable for therapy sessions or coaching consultations - such as a well-fitted blazer, professional shirt or blouse, or smart casual wear. The expression should be warm, approachable, and confident - a gentle smile or attentive, caring expression. Create an atmosphere of safety, trust, and professionalism. The overall impression should be someone clients would feel comfortable opening up to.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic professional portrait photography, high-end commercial quality
- Lighting: Soft studio lighting with gentle key light creating flattering illumination on the face, subtle rim light for separation, professional portrait lighting that conveys warmth and approachability
- Color palette: Warm, muted professional tones - soft beiges, warm grays, muted blues, or earth tones. Avoid harsh colors. Maintain natural skin tones with professional color grading
- Background: Professional office setting with soft bokeh - could be a tasteful blurred bookshelf, warm office interior with soft focus, abstract warm background, or clean neutral studio background. Background should be subtle and not distracting
- Mood: Trustworthy, empathetic, professional, warm, approachable, calm
- Clothing style: Professional business attire - blazer, dress shirt, blouse, or smart sweater. Colors should be professional (navy, gray, cream, soft blues). Clothing should look natural and properly fitted
- Grooming: Clean, professional appearance - neat hair, natural makeup if applicable, well-groomed

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face with professional depth of field
- Professional quality, commercial portrait standards
- Aspect ratio: 4:5 vertical portrait format (or 3:4 depending on platform needs)
- Natural skin texture preserved with professional retouching quality
- Professional color grading and exposure
- Crisp details in hair, eyes, and clothing textures

NEGATIVE PROMPT GUIDANCE: Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, casual clothing (t-shirts, hoodies), overly formal or stiff appearance, harsh lighting, bright distracting colors, busy backgrounds, overly made-up appearance, unnatural skin smoothing, cartoonish or artistic styles, dramatic or moody lighting, inappropriate attire for professional setting

USER CUSTOMIZATION: {additional_context}

ADDITIONAL GUIDANCE: The transformation should feel authentic and natural - as if this person has always been a professional psychologist or coach. The clothing and background should complement the person's existing features and style while elevating them to a professional level. The expression should be genuine and welcoming.