What I do
I generate concise, actionable clinical recommendations based on the diagnosis, risk assessment, and web verification. I calibrate advice for the patient's specific skin tone and ensure recommendations are evidence-based.
When to use me
Use this when:
- •Web verification is complete and you need clinical recommendations
- •You need patient-appropriate, skin-tone-calibrated advice
- •You're generating the final output for clinical decision support
Key Concepts
- •25 Word Limit: Concise recommendations for easy comprehension
- •Skin-Tone Calibration: Advice appropriate for Fitzpatrick type
- •Evidence-Based: Grounded in verified web sources
- •recommendations_generated: State flag after generation complete
Source Files
- •
services/vision.ts: Recommendation generation - •
types.ts: AnalysisResult with recommendations array
Code Patterns
- •Synthesize diagnosis, risk, and web evidence
- •Calibrate language for patient demographics
- •Generate concise, actionable advice
Operational Constraints
- •Maximum 25 words per recommendation
- •Must be calibrated to Fitzpatrick type
- •Must clearly differentiate AI reasoning from web-grounded advice