How we tested this
Built with clinical admin boundaries in May 2026
We framed these prompts around low-risk support tasks: preparation, documentation structure, client education drafts, and administrative language.
The prompts include privacy and scope checks because mental-health work requires clinician judgment and approved systems for protected information.
How to use these prompts
Use AI for structure and wording support. Do not use general consumer AI tools for identifiable client information unless your organization has approved the system for that use.
Prompt map
Workflows and starter prompts
Use these workflows for clinical admin and education support while keeping clinical judgment with the licensed professional.
| Job | Prompt focus | Starter prompt | Human check |
|---|---|---|---|
| Session prep | goal, modality, agenda | Create a session agenda for a deidentified adult client working on [theme] using [modality]. Include opening check-in, intervention options, and homework ideas. | Adapt to the real client and clinical context. |
| Note structure | SOAP, DAP, BIRP, clarity | Create a deidentified SOAP note template for a session focused on [theme]. Do not invent client statements or risk details. | Clinician must complete and verify the note. |
| Psychoeducation | plain language, scope, caveats | Draft a one-page psychoeducation handout about [topic] for [audience]. Use plain language and include when to seek professional help. | Check clinical accuracy and reading level. |
| Admin emails | policy, boundaries, tone | Write a respectful email explaining [policy] to a client. Keep it warm, boundaried, and concise. | Match practice policies and local rules. |
| Supervision prep | questions, themes, uncertainty | Turn these deidentified supervision notes into themes, questions, ethical considerations, and areas needing consultation. | Do not rely on AI as supervision. |
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The reusable prompt
Session support prompts
Use these for planning and reflection, not for replacing clinical judgment.
Prompt 1
Create a session agenda for [theme] using [modality] with check-in, intervention options, reflection questions, and homework ideas.
Prompt 2
Generate 10 gentle questions a therapist could consider for a client exploring [theme].
Prompt 3
Create a between-session worksheet about [skill] with instructions, example, and reflection prompts.
Prompt 4
Suggest ways to adapt this exercise for telehealth, group therapy, and a shorter session.
Documentation prompts
Use these to create structure, then complete notes with clinician review.
Prompt 1
Create a SOAP note template for [session type] with prompts for subjective, objective, assessment, and plan.
Prompt 2
Turn these deidentified bullet notes into a clean DAP-note draft without adding facts.
Prompt 3
Audit this deidentified note for unclear wording, unsupported conclusions, and missing plan elements.
Prompt 4
Create a checklist for documenting risk assessment without inventing risk details.
Client communication prompts
Use AI for clear, boundaried admin language.
Prompt 1
Draft a warm reminder email about [policy] with clear next step.
Prompt 2
Create plain-language psychoeducation about [topic] with a disclaimer to consult a qualified professional.
Prompt 3
Rewrite this practice-policy paragraph to be clearer and kinder.
Prompt 4
Create a referral-resource email template that does not promise availability or outcome.
What to check before using AI in therapy workflows
FAQs
Can therapists use ChatGPT?
Therapists can use AI for some administrative and educational tasks, but they must protect client privacy, follow local rules, and review all output clinically.
Can I paste client notes into ChatGPT?
Do not paste identifiable client information into a general AI tool unless your organization has approved the tool for that use and the required privacy agreements are in place.
Can AI write therapy notes?
AI can help structure a note or clean up deidentified wording, but the clinician must verify accuracy and completeness.
Can AI diagnose a client?
No. Diagnosis and treatment decisions must remain with qualified professionals using appropriate clinical assessment.
What are safe AI uses for counselors?
Safer uses include deidentified session planning, psychoeducation drafts, admin emails, worksheet drafts, and supervision-prep questions.
What is the biggest risk for therapist prompts?
The biggest risk is entering identifiable client information or treating AI output as clinical judgment.