35 ChatGPT Prompts for Social Workers (Claude, ChatGPT & DeepSeek)
Your caseload has 27 active clients. Your supervisor needs the monthly report by Friday. You have two court reports due next week for a dependency case and a TPR proceeding. Three new intake assessments were assigned this morning. A discharge plan for a client leaving residential treatment is due by Thursday, and you haven't finished your case notes from yesterday's four sessions.
Social work is a documentation-heavy profession by structural necessity. Every client contact requires a record. Every service plan requires documentation of goals, interventions, and progress. Every court involvement generates written reports that carry legal weight. The documentation is not administrative overhead — in child welfare and legal proceedings, it is evidence.
The National Association of Social Workers (NASW) Code of Ethics mandates timely, accurate, and complete documentation. Yet a 2023 survey by Social Current found that social workers in child welfare and behavioral health agencies spend an average of 37% of their work time on documentation tasks — up from 28% in 2018. Caseload sizes haven't decreased. The documentation burden has grown.
These 35 prompts cover seven social work documentation workflows: case notes (SOAP/DAP), assessment documentation, court reports, service plans, discharge planning, collateral contact documentation, and supervision notes. They work with Claude, ChatGPT, and DeepSeek.
Critical note: All clinical documentation, court reports, and service plans must be completed by the licensed social work professional responsible for the case. AI-generated frameworks are drafting tools — they require clinical judgment, accurate client information, and professional review before any use in client records, court filings, or service delivery. Confidentiality and HIPAA compliance remain the practitioner's responsibility.
Why Social Workers Document More Than They Should Have To
Three structural pressures drive the social work documentation burden.
First, regulatory and funding requirements have intensified. Medicaid billing for behavioral health services requires documentation that meets specific clinical standards — not just that a session occurred, but what happened, what intervention was used, and how it connects to the treatment goal. State licensing boards, accrediting organizations, and county and state child welfare systems each have their own documentation requirements. A clinician billing under multiple funding sources may maintain multiple documentation formats for the same session.
Second, caseload volatility means that documentation is rarely caught up. New intakes arrive continuously. Court dates generate deadline-driven report demands. Crises require immediate documentation. The steady accumulation of undocumented contacts creates a backlog that compounds — three sessions behind becomes eight becomes a supervisor conversation.
Third, high-quality documentation protects both clients and practitioners. When a case goes to court, when a client's care is transferred, or when a complaint is filed, the documentation record is the factual basis for every decision that follows. The clinician who documented clearly, completely, and contemporaneously is in a fundamentally different position than the one who reconstructed notes three weeks later.
These 35 prompts handle the documentation structure. Your clinical judgment, client relationships, and professional ethics remain essential.
Category 1: Case Notes (SOAP and DAP Formats)
Prompt 1 — SOAP Note
Write a SOAP case note.
Client: [USE INITIALS ONLY — e.g., "Client J.M."]
Session date: [DATE]
Duration: [MINUTES]
Session type: [INDIVIDUAL / FAMILY / GROUP / COLLATERAL]
Setting: [OFFICE / HOME / SCHOOL / TELEHEALTH]
S — Subjective: [WHAT CLIENT REPORTED — in their words where possible. Current mood, presenting concerns, events since last session, client's self-assessment of progress toward goals]
O — Objective: [WHAT YOU OBSERVED — behavioral observations, affect, appearance, engagement, responses to interventions. Observable and specific — not interpretive]
A — Assessment: [YOUR CLINICAL INTERPRETATION — progress toward treatment goals, functioning level, clinical themes, risk assessment update if applicable]
P — Plan: [NEXT STEPS — next session focus, tasks for client between sessions, referrals made or pending, any coordination with collaterals]
SOAP note format. Professional clinical language. Objective section must contain only observable behaviors — no clinical interpretations. Assessment section is where interpretation belongs. Plan must be specific enough that a different clinician could pick up the case. Under 400 words.
Prompt 2 — DAP Note
Write a DAP case note.
Client: [USE INITIALS ONLY]
Session date: [DATE]
Duration: [MINUTES]
Session type: [INDIVIDUAL / FAMILY / GROUP]
D — Data: [WHAT HAPPENED IN THE SESSION — client's presentation, what was discussed, direct quotes where relevant, observable behaviors, response to interventions]
A — Assessment: [CLINICAL INTERPRETATION — how data connects to treatment goals, clinical themes, risk level, progress or lack of progress]
P — Plan: [NEXT STEPS — next session focus, homework or tasks, coordination, any changes to treatment plan]
DAP note format. Data section combines subjective and objective information — include both client report and your observations, clearly distinguished. Assessment must tie directly back to the treatment plan goals. Plan must include a specific next session date or interval and any collateral coordination needed. Under 350 words.
Prompt 3 — Crisis Contact Documentation
Write a crisis contact documentation note.
Client: [USE INITIALS ONLY]
Date and time of contact: [DATE + TIME]
Type of contact: [IN-PERSON / PHONE / TELEHEALTH / COLLATERAL REPORT]
Precipitating circumstances: [WHAT PROMPTED THE CRISIS CONTACT — be factual, not interpretive]
Risk assessment summary:
- Suicidal ideation: [PRESENT/ABSENT — if present: active/passive, plan, intent, means access]
- Homicidal ideation: [PRESENT/ABSENT]
- Self-harm: [PRESENT/ABSENT — recent, current risk]
- Protective factors identified: [LIST]
Interventions provided: [SPECIFIC — what you did during the contact]
Disposition: [SPECIFIC — what was decided: de-escalation, safety planning, 5150 assessment, voluntary hospitalization, notification of supervisor, notification of family, referral to crisis line]
Follow-up plan: [SPECIFIC — who does what by when]
Supervisor consultation: [YES/NO — if yes, name and summary of consultation]
Crisis contact documentation note. This note may be reviewed by courts, licensing boards, and successor clinicians. Be specific about the risk assessment, your clinical reasoning, and every step of the disposition. Vague documentation of a crisis contact creates legal and ethical exposure. Under 400 words.
Prompt 4 — No-Show / Missed Appointment Documentation
Write a missed appointment documentation note.
Client: [USE INITIALS ONLY]
Scheduled appointment: [DATE + TIME]
Outcome: [NO-SHOW / LATE CANCELLATION / CLIENT CANCELLED WITH NOTICE]
Attempts to contact: [DATE + TIME + METHOD for each attempt]
Outcome of contact attempts: [REACHED / LEFT MESSAGE / NO ANSWER — for each]
Any context available: [KNOWN RISK FACTORS / PRIOR ATTENDANCE PATTERN / LIFE CIRCUMSTANCES — relevant clinical context]
Follow-up plan: [SPECIFIC — what you will do and by when if no contact]
Safety concern level: [ROUTINE MISS / ELEVATED CONCERN — brief clinical rationale]
Missed appointment note. Brief but complete. Document every contact attempt with date, time, and method. If there's any safety concern given the client's history, document it and what you're doing about it. This note protects both the client and the practitioner. Under 200 words.
Prompt 5 — Group Session Note
Write a group therapy/psychoeducation session note.
Group name/type: [e.g., "DBT Skills Group", "Trauma-Informed Parenting Group", "Substance Use Recovery Support Group"]
Session date: [DATE]
Session number: [#X IN SERIES]
Facilitator(s): [ROLE(S) — not names]
Attendance: [NUMBER PRESENT + ANY NOTABLE ATTENDANCE CHANGES]
Session content: [WHAT WAS COVERED — topic, material, activity]
Group dynamics: [GENERAL — engagement level, notable themes, any group conflict or cohesion observations]
Individual participation note: [FOR EACH MEMBER REQUIRING SEPARATE DOCUMENTATION — use initials, note individual participation, response, clinical observations]
Plan for next session: [TOPIC + ANY FOLLOW-UP FROM THIS SESSION]
Group session note. Two parts: group-level summary and individual member notes (use separate paragraphs or bullets per member). Individual notes should be brief but clinically meaningful — what did this member contribute, how did they engage, any progress toward their individual goals within the group. Under 450 words.
Category 2: Assessment Documentation
Prompt 6 — Biopsychosocial Assessment
Write a biopsychosocial assessment framework.
Client: [USE INITIALS ONLY — age + gender marker only]
Presenting problem: [IN CLIENT'S WORDS WHERE POSSIBLE, + YOUR CLINICAL SUMMARY]
Biological factors:
- Medical history: [RELEVANT CONDITIONS]
- Medications: [LIST OR "none reported"]
- Substance use history: [CURRENT + HISTORICAL]
- Family medical/mental health history: [RELEVANT]
Psychological factors:
- Mental health history: [PRIOR DIAGNOSES, HOSPITALIZATIONS, PRIOR TREATMENT]
- Trauma history: [DESCRIBE TYPE + TIMING — no graphic detail needed]
- Cognitive functioning: [OBSERVED + REPORTED]
- Coping patterns: [ADAPTIVE + MALADAPTIVE]
Social factors:
- Living situation: [CURRENT]
- Support system: [QUALITY + AVAILABILITY]
- Employment/education: [CURRENT STATUS]
- Legal involvement: [CURRENT]
- Cultural and spiritual factors: [RELEVANT]
Strengths: [CLIENT STRENGTHS — required section]
Diagnostic impressions: [PRELIMINARY — use DSM-5-TR language; defer to full evaluation]
Recommendations: [SPECIFIC — level of care, services, referrals]
Biopsychosocial assessment. Each section should be specific and factual — not a checklist, a clinical narrative. The strengths section is not optional — it's clinically and ethically required and is evidence-based for treatment engagement. Diagnostic impressions must be clearly labeled preliminary and reviewed by the licensed supervisor. Under 600 words.
Prompt 7 — Safety Assessment Documentation
Write a safety assessment documentation note.
Client: [USE INITIALS ONLY]
Assessment date: [DATE]
Reason for assessment: [PRECIPITATING FACTORS]
Suicidal ideation assessment:
- Ideation: [ACTIVE / PASSIVE / ABSENT]
- Plan: [SPECIFIC / VAGUE / NONE]
- Intent: [STATED INTENT — direct quote if possible]
- Means: [ACCESS TO MEANS — specify type if relevant]
- Timeline: [STATED OR ASSESSED]
Homicidal/harm to others: [ASSESSMENT]
Self-harm: [CURRENT / HISTORICAL]
Protective factors: [LIST — reasons for living, social support, future orientation, treatment engagement]
Risk level: [LOW / MODERATE / HIGH — with clinical rationale]
Interventions: [WHAT WAS DONE IN THIS CONTACT]
Safety plan: [COMPLETED / REVIEWED / UPDATED — include key elements]
Disposition: [SPECIFIC — and clinical reasoning]
Supervisor consultation: [YES/NO — if yes, name and summary]
Safety assessment note. This is a legal and clinical document. Every section must be completed — blank sections are not acceptable for a safety assessment. Document your clinical reasoning for the risk level determination, not just the conclusion. If you consulted a supervisor, document that specifically. Under 450 words.
Category 3: Court Reports
Prompt 8 — Court Report: Child Welfare
Write a court report framework for a child welfare case.
Case type: [DEPENDENCY / TPR / GUARDIANSHIP / ADOPTION]
Court: [SPECIFY TYPE — family court, dependency court]
Hearing date: [DATE]
Client/family: [USE INITIALS ONLY — child(ren) initials + parent initials]
Reporting period: [DATE RANGE]
Agency: [PLACEHOLDER — "the agency"]
Sections to include:
1. Purpose of Report and Reporting Period
2. Background Summary (brief — court knows the case)
3. Current Status of Case Plan Compliance
- Parent(s): [COMPLIANCE WITH EACH CASE PLAN ELEMENT — specific and factual]
- Child(ren): [CURRENT PLACEMENT, STABILITY, EDUCATIONAL/MEDICAL STATUS]
4. Visitation Summary: [SCHEDULE, ATTENDANCE, QUALITY, INCIDENTS IF ANY]
5. Service Provider Summaries: [FOR EACH SERVICE — what's been provided, attendance, progress]
6. Child's Wishes: [AGE-APPROPRIATE STATEMENT — for children old enough to express preference]
7. Assessment and Recommendation: [YOUR PROFESSIONAL RECOMMENDATION — specific with rationale]
8. Permanency Recommendation: [REUNIFICATION / LEGAL GUARDIANSHIP / ADOPTION / LONG-TERM FOSTER — with timeline]
Child welfare court report. Factual, specific, and professionally written. Courts read hundreds of reports — clarity and organization are respected. Every compliance statement must be specific (attended 3 of 4 sessions) not vague (made some progress). Recommendation must be clearly stated with supporting rationale. Under 800 words.
Prompt 9 — Court Report: Adult Protective Services
Write a court report framework for an adult protective services matter.
Matter type: [GUARDIANSHIP / CONSERVATORSHIP / CAPACITY EVALUATION / PROTECTIVE SERVICES]
Client: [USE INITIALS ONLY — age]
Reporting period: [DATE RANGE]
Sections to include:
1. Identifying Information and Reason for Report
2. Current Living Situation and Functioning
3. Cognitive and Physical Functioning Assessment: [OBJECTIVE — what you observed, what formal assessments indicate]
4. Safety Concerns: [SPECIFIC — elder abuse, financial exploitation, self-neglect, caregiver concerns]
5. Support System Assessment: [WHO IS INVOLVED — quality of care/support]
6. Client's Expressed Wishes: [DOCUMENT DIRECTLY — client's voice matters legally]
7. Services Currently in Place: [LIST + EFFECTIVENESS]
8. Recommendation: [SPECIFIC — with legal basis and rationale]
APS court report. Client's expressed wishes must be documented even when capacity is in question — their voice is part of the legal record regardless of capacity finding. Safety concerns must be specific and factual, not conclusory. Recommendation must be legally grounded. Under 600 words.
Prompt 10 — Collateral Contact Documentation
Write a collateral contact documentation note.
Date and time of contact: [DATE + TIME]
Collateral contacted: [ROLE — e.g., "teacher", "probation officer", "foster parent", "medical provider" — no names]
Purpose of contact: [BRIEF — why this collateral was contacted]
Information received: [SPECIFIC — what the collateral reported]
Information provided to collateral: [WHAT YOU SHARED — within appropriate confidentiality boundaries]
Confidentiality considerations: [ANY RELEASES OF INFORMATION IN PLACE — or limits on sharing]
Relevance to case/treatment plan: [HOW THIS INFORMATION AFFECTS THE CASE OR PLAN]
Follow-up: [ANY NEXT STEPS FROM THIS CONTACT]
Collateral contact note. Document what information flowed in each direction and the confidentiality basis for any information shared. This note protects you if there's ever a question about unauthorized disclosure. Specific about what was actually said, not just that the contact occurred. Under 250 words.
Category 4: Service Plans and Treatment Plans
Prompt 11 — Individual Service Plan
Write an individual service plan.
Client: [USE INITIALS ONLY — age]
Plan date: [DATE]
Review date: [DATE — typically 90 days or 6 months]
Presenting needs: [LIST — 2-4 primary needs driving service plan]
Strengths: [CLIENT + FAMILY + COMMUNITY STRENGTHS]
Goals (for each goal):
- Goal: [LONG-TERM GOAL — where the client is headed]
- Objectives: [2-3 MEASURABLE SHORT-TERM OBJECTIVES — SMART format]
- Interventions: [WHAT SERVICES/INTERVENTIONS WILL SUPPORT THIS GOAL]
- Responsible party: [WHO — client, family, worker, provider]
- Timeline: [SPECIFIC DATE]
Barriers to goal achievement: [IDENTIFIED BARRIERS AND MITIGATION PLAN]
Client participation in plan development: [DOCUMENT — client's input and agreement]
Client signature line: [PLACEHOLDER]
Worker signature line: [PLACEHOLDER]
Individual service plan. Each objective must be SMART (Specific, Measurable, Achievable, Relevant, Time-bound). "Improve coping skills" is not an objective — "Client will identify and practice 2 grounding techniques during sessions and report using at least 1 technique outside sessions, as evidenced by self-report, by [DATE]" is an objective. Client participation in plan development is not optional. Under 600 words.
Prompt 12 — Safety Plan
Write a safety plan template.
Client: [USE INITIALS ONLY]
Date: [DATE]
Plan type: [SUICIDE / SELF-HARM / DOMESTIC VIOLENCE — specify]
For suicide/self-harm safety plan:
1. Warning signs: [CLIENT'S SPECIFIC EARLY INDICATORS — thoughts, feelings, behaviors, situations]
2. Internal coping strategies: [WHAT CLIENT CAN DO ALONE — specific activities that have worked]
3. Social contacts who can help distract: [ROLE/RELATIONSHIP — not names — and contact method]
4. People to ask for help: [TRUSTED PEOPLE + HOTLINES — with actual numbers]
5. Professional resources: [YOUR CONTACT + AFTER-HOURS CRISIS LINE + LOCAL ER]
6. Means restriction: [SPECIFIC AGREED-UPON STEPS — letter + who holds the means]
7. Reasons for living: [CLIENT'S OWN WORDS — direct quotes work best here]
Safety plan. The research is clear: safety plans work when they are specific to the client, written in the client's language, and developed collaboratively — not handed to the client completed. Use this framework to generate a starting structure, then complete it with the client's specific responses. Client signature is required. Under 400 words.
Category 5: Discharge Planning
Prompt 13 — Discharge Summary
Write a discharge summary for a clinical case.
Client: [USE INITIALS ONLY — age]
Service start date: [DATE]
Discharge date: [DATE]
Total sessions/contacts: [NUMBER]
Setting: [OUTPATIENT / RESIDENTIAL / INPATIENT / CASE MANAGEMENT]
Presenting problems at intake: [LIST]
Diagnoses at discharge (if applicable): [DSM-5-TR format]
Treatment goals and progress:
- [GOAL 1 + OUTCOME: ACHIEVED / PARTIALLY ACHIEVED / NOT ACHIEVED + BRIEF NARRATIVE]
- [GOAL 2 + OUTCOME]
- [GOAL 3 + OUTCOME]
Interventions provided: [MODALITIES + APPROACHES USED]
Reason for discharge: [TREATMENT COMPLETION / CLIENT INITIATED / ADMINISTRATIVE / LOSS TO FOLLOW-UP / TRANSFERRED TO HIGHER LEVEL OF CARE]
Discharge status: [STABLE / IMPROVED / UNCHANGED — with brief narrative]
Referrals at discharge: [LIST — services, providers, resources]
Follow-up plan: [SPECIFIC — what the client should do next, within what timeframe]
Emergency resources provided: [CRISIS LINE, ER INSTRUCTIONS]
Discharge summary. This is a clinical record and handoff document. Progress statements must be specific — not "made progress" but "reduced reported depressive symptoms from PHQ-9 of 18 at intake to 7 at discharge." Include all referrals made. Under 500 words.
Prompt 14 — Aftercare Plan
Write an aftercare plan for a client leaving residential treatment.
Client: [USE INITIALS ONLY — age]
Discharge date: [DATE]
Treatment completed: [PROGRAM NAME/TYPE + DURATION]
Discharge destination: [LIVING SITUATION — level of independence, support in place]
Continuing care services:
- Outpatient therapy: [PROVIDER + FIRST APPOINTMENT DATE]
- Psychiatric medication management: [PROVIDER + FIRST APPOINTMENT DATE]
- Support group: [NAME + SCHEDULE]
- Case management: [YES/NO — if yes, contact]
- Peer support: [YES/NO — resources identified]
- Other: [VOCATIONAL / HOUSING / LEGAL — specific referrals]
Relapse prevention plan: [HIGH-RISK SITUATIONS + COPING STRATEGIES + EMERGENCY CONTACTS]
Crisis plan: [SPECIFIC — what to do and who to call if in crisis within 72 hours]
First 30 days: [SPECIFIC PRIORITIES — most important things for the client to do in the first month]
Client responsibilities: [SPECIFIC — what the client agreed to do]
Aftercare plan. The discharge itself is the highest-risk period — the first 72 hours and first 30 days are when clients are most vulnerable. The plan must be specific enough to be usable. Vague aftercare plans are not plans. Under 500 words.
Start With These Three
- Prompt 1 — SOAP note. The most commonly used documentation format in clinical social work. Use this template to build a consistent note structure, then populate it with specific client information. SOAP notes that are specific, observable in the O section, and connected to treatment goals in the A and P sections protect both client and clinician.
- Prompt 6 — Biopsychosocial assessment. The foundational clinical document in social work. Use this framework for every new intake — it ensures you capture all required domains and includes the strengths section that's both ethically required and evidence-based for treatment engagement.
- Prompt 8 — Child welfare court report. Court reports are the highest-stakes documentation social workers produce. Use this framework to ensure every required section is present, every compliance statement is specific, and the recommendation is clearly stated with supporting rationale. Judges read hundreds of these — clarity and completeness are what matter.
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