AI for Mental Health Counselor

Draft a care coordination letter from a therapist to a [PCP / psychiatrist / specialist]. Clinical context: patient has [diagnosis category], has been in [weekly / biweekly] outpatient therapy for [timeframe]. Purpose of letter: [e.g., "requesting medication evaluation" or "sharing clinical summary for integrated care" or "following up after hospitalization"]. Include: brief clinical summary, current treatment approach, specific request, and offer to collaborate. Professional clinical tone.

Draft a [FMLA leave support / ADA workplace accommodation / housing accommodation / ESA] letter from a licensed therapist. The patient has a diagnosis of [diagnosis category, e.g., "major depressive disorder" or "anxiety disorder"]. They need [describe what is needed — e.g., "6 weeks leave for intensive treatment" or "remote work accommodation due to psychiatric symptoms"]. Include: clinical basis for the request, functional limitations, and why the accommodation is medically necessary. Use formal professional language.

Create an [8 / 10 / 12]-week group therapy curriculum for [population — e.g., "adults with anxiety" or "adolescents with depression" or "women recovering from trauma"]. Modality: [CBT / DBT / psychoeducational / process-oriented]. Each session: 1 topic, 1 opening exercise (5-10 min), 1 main activity or skill (20-30 min), and 2 discussion questions. Include a brief curriculum overview at the top.

Draft a medical necessity letter for an insurance appeal for continued outpatient mental health treatment. Diagnosis: [diagnosis category]. Current treatment: [modality, frequency, number of sessions completed]. Reason for denial: [denial reason if known]. Patient functional impairment: [describe impact on work, relationships, or daily functioning — general, not specific to a named client]. Write 3 paragraphs: clinical presentation, treatment rationale and progress, and medical necessity argument. Use DSM-5 language. Professional tone.