Prompt Strategies

General Prompts

Located in conf/prompt/:

• chain_of_thought - Step-by-step reasoning
• direct_answer - Answer only
• sycophantic - Suggest wrong answer
• adversarial - Challenge the model
• uncertainty - Confidence levels
• expert_persona - Specialist personas
• few_shot - Include examples

Medical Specialty Prompts

Prompt	Task
radiology	Pathological fracture detection
cardiology	Congenital heart defect detection
neurology	Neurological abnormality detection
oncology	Malignancy detection

Usage

python -m cotlab.main prompt=radiology dataset=radiology
python -m cotlab.main prompt=cardiology dataset=cardiology