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35 ChatGPT Prompts for Social Workers: Case Notes, Assessments, and Client Communication

35 ChatGPT Prompts for Social Workers: Case Notes, Assessments, and Client Communication

You carry 40 cases. Each one requires documentation, coordination, assessment, and advocacy. You spend more time typing than helping.

Social workers report spending 30–50% of their workday on administrative documentation — case notes, progress reports, court submissions, referral letters, and inter-agency correspondence. That is time not spent with clients.

ChatGPT does not replace clinical judgment. It does not know your clients. It cannot assess risk, build rapport, or make decisions. But it can eliminate the blank-page problem for every documentation task you face every week.

These 35 prompts are organized around the real workflow of a social worker: intake, assessment, case planning, documentation, referrals, family communication, and advocacy. All are copy-paste ready. All require you to fill in the specific client details — AI handles structure and language; you supply the facts.


Why Documentation Drains Social Workers

A 2022 study in the British Journal of Social Work found that front-line social workers spent an average of 2.5 hours per day on paperwork — nearly 60% of their administrative time on tasks unrelated to direct client contact.

The documentation burden is not incidental. It is structural. Courts require precise language. Risk assessments require specific frameworks. Progress notes must meet agency compliance standards. Every piece of communication represents potential legal exposure.

ChatGPT handles structure, language, and formatting. You fill in facts, clinical observations, and decisions. The combination cuts documentation time significantly without cutting corners on accuracy.


Category 1: Intake and Initial Assessment

First contact sets the case trajectory. These prompts help you document it accurately.


Prompt 1 — Initial Contact Summary

Write an initial contact summary for a new social work case.

Client name (initials only): [initials]
Date of referral: [date]
Referring source: [agency/person]
Presenting concern: [describe the primary reason for referral]
Initial client presentation: [describe demeanor, willingness to engage, apparent circumstances]
Living situation at intake: [brief description]
Immediate safety concerns identified: [yes/no — describe if yes]
Next scheduled contact: [date/type]

Format: 200 words, professional case note style. Third person. Use social work documentation conventions — factual, observation-based, no speculation. Flag safety concerns explicitly.
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Prompt 2 — Biopsychosocial Assessment Draft

Draft a biopsychosocial assessment framework for a client.

Client background (no identifying details): [age, family structure, living situation]
Presenting issues: [list primary concerns]
Biological factors: [physical health, disability, substance use if known]
Psychological factors: [mental health history, trauma history if known, coping mechanisms]
Social factors: [family support, social network, economic situation, housing]
Strengths identified: [list 2-3 specific strengths]
Identified needs: [list 2-3 priority needs]

Format: structured assessment, 300 words. Each domain labeled. Professional language. Strengths-based framing where appropriate. Note where information is pending further assessment.
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Prompt 3 — Risk Assessment Summary

Write a risk assessment summary for a case involving potential harm.

Client context (no identifying details): [describe relevant situation]
Risk factors present: [list specific risk factors observed or reported]
Protective factors present: [list specific protective factors]
Risk level assessed: [low/medium/high] — [brief rationale]
Immediate safety plan elements: [list 2-3 specific safety measures in place or planned]
Recommended monitoring frequency: [describe]
Escalation trigger: [what would change the risk level — be specific]

Format: structured risk summary, 200 words. Clinical language. This document may be reviewed by a court or child protection team — precision over brevity.
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Prompt 4 — Collateral Contact Note

Write a case note documenting a collateral contact.

Contact type: [phone call / in-person / email]
Date and duration: [date, length]
Collateral's name and role: [e.g., "school counselor," "maternal grandmother" — no identifying info]
Information obtained: [key facts provided by collateral]
Collateral's observations or concerns: [describe what they shared]
Consistency with client's account: [consistent / inconsistent / partially consistent — explain briefly]
Action taken or follow-up needed: [describe]

Format: 150-word case note. Objective documentation of what was said by the collateral. Note any discrepancies without editorializing. Professional tone.
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Prompt 5 — Intake Refusal Documentation

Document a client's refusal of services at intake.

Client situation (no identifying details): [describe brief context]
Services offered: [list what was offered]
Reason for refusal as stated by client: [quote or paraphrase directly]
Capacity to refuse assessed: [briefly — did they appear to understand what they were refusing?]
Safety concerns at time of refusal: [yes/no — describe if yes]
Actions taken to preserve safety: [list any steps taken]
Next contact plan: [describe planned follow-up if appropriate]

Format: 150-word documentation note. This note protects both the client and the worker — document the offer, the refusal, and all safety-related actions precisely.
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Category 2: Case Planning and Goal Setting

Good case plans are specific, measurable, and client-centered.


Prompt 6 — Service Plan Goals

Write measurable service plan goals for a client.

Client situation (no identifying details): [describe presenting needs]
Primary goal area 1: [e.g., housing stability]
  - Client's stated priority: [what the client wants]
  - Measurable objective: [specific, observable outcome]
  - Timeline: [realistic timeframe]
  - Client's role: [what the client will do]
  - Worker's role: [what the worker will do]
  - Resources needed: [list]

Repeat for goal areas 2 and 3.

Format: structured service plan, 250 words. SMART goals. Collaborative language — use "we will" and "client will." This document should be co-signed by the client.
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Prompt 7 — Safety Plan Development

Write a safety plan for a client in an unsafe situation.

Safety concern: [describe the type of risk — e.g., domestic violence, self-harm, child safety]
Warning signs the client can identify: [list 2-3 early indicators]
Coping strategies the client can use alone: [list 2-3]
People the client can contact for support: [roles only, no names — e.g., "trusted sibling," "sponsor"]
Professional resources available: [hotlines, crisis services, worker contact]
Physical safety steps: [e.g., safe location, emergency items prepared]
What to do if the plan isn't working: [specific escalation step]

Format: plain-language safety plan, 200 words. This will be read by the client — avoid jargon. Print-ready format.
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Prompt 8 — Case Conference Preparation Note

Prepare a case conference summary for a multi-agency meeting.

Case context (no identifying details): [describe the situation briefly]
Agencies involved: [list by type — no agency names needed]
Primary presenting concern to address at conference: [one sentence]
Actions completed since last conference: [list 3-4 with completion dates]
Outstanding issues requiring team decision: [list 2-3]
Client's perspective on the case: [brief summary of client's stated priorities/concerns]
Recommended outcomes from this conference: [list 2-3 specific decisions needed]

Format: 200-word conference summary. This goes to all participating agencies — professional, factual, and free of agency-specific jargon. Frame outstanding issues as questions that need answers.
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Prompt 9 — Transition Plan Summary

Write a transition plan for a client leaving a service or program.

Client's current service: [type of service — no identifying details]
Reason for transition: [e.g., case closure, program completion, transfer to another worker]
Progress made during service: [list 2-3 specific achievements]
Ongoing needs at time of transition: [list 2-3 unmet or continuing needs]
Referrals completed: [list by type — e.g., "mental health outpatient," "housing support"]
Client's readiness for transition: [describe honestly]
Emergency contacts if issues arise post-closure: [roles/resources]

Format: 200-word transition summary. Forward-looking. Acknowledge gains while being clear about ongoing risk. This document should stand alone if picked up by a new worker.
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Prompt 10 — Crisis Intervention Plan

Write a brief crisis intervention plan after an acute episode.

Crisis type: [describe the nature of the crisis — e.g., psychiatric crisis, domestic incident]
Immediate response taken: [list actions taken in order]
Client's state at time of resolution: [describe]
Immediate safety measures in place: [list]
24-hour follow-up plan: [describe what happens in the next 24 hours]
7-day monitoring plan: [describe check-in schedule and format]
Escalation trigger for the next 7 days: [what would prompt emergency action]

Format: crisis plan, 200 words. Time-stamped where possible. This document may be reviewed by a supervisor immediately after — clarity and specificity over length.
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Category 3: Progress Notes and Documentation

Progress notes are the legal record. These prompts help you write them fast and correctly.


Prompt 11 — DAP Progress Note

Write a DAP-format progress note for a client session.

Date and session type: [date, in-person/phone/virtual]
Duration: [length]

DATA — what happened: [describe client's presentation, topics discussed, client's statements, observations]
ASSESSMENT — your clinical interpretation: [describe your assessment of the client's progress, risks, or status]
PLAN — next steps: [describe what happens next — next contact, referrals, actions]

Format: structured DAP note, 175 words. Clinical language. Third person. Objective in the Data section; interpretive in Assessment; specific and action-oriented in Plan.
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Prompt 12 — Home Visit Documentation

Write a home visit documentation note.

Visit date and duration: [date, length]
Who was present: [list by role — e.g., "client," "client's mother," "two children approximately ages 4 and 7"]
Physical environment observations: [describe home condition relevant to safety or wellbeing — factual, no editorializing]
Client's presentation: [describe demeanor, affect, statements made]
Children's presentation (if applicable): [describe briefly — appearance, behavior, interaction with adults]
Safety concerns observed or disclosed: [yes/no — describe if yes]
Actions taken during or after visit: [list]
Next visit scheduled: [date]

Format: 200-word home visit note. Observation-based. If something is absent (e.g., food, appropriate sleeping arrangements), document its absence specifically, not just "poor conditions."
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Prompt 13 — Court Report Progress Section

Write the progress section of a court report for a family court submission.

Reporting period: [start and end dates]
Case objectives for this period: [list 2-3 from the current service plan]
Progress on objective 1: [describe — be specific about what occurred]
Progress on objective 2: [describe]
Progress on objective 3: [describe]
Compliance with court orders (if applicable): [describe]
Concerns arising during this period: [list any safety or compliance issues]
Recommendation for next period: [what do you recommend the court approve or order]

Format: 300-word court report section. Formal language. Evidence-based — cite specific observations or events, not general impressions. This will be read by a magistrate or judge.
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Prompt 14 — Closing Summary

Write a case closing summary for a completed case.

Service duration: [start and end dates]
Referral reason: [original presenting concern]
Services provided: [list key interventions and supports]
Goals achieved: [list with specific outcomes where possible]
Goals not achieved: [list with reason — honest and professional]
Client's situation at closure: [describe current status]
Reason for closure: [e.g., goals achieved, voluntary withdrawal, case transfer]
Risk at closure: [low/medium — describe briefly]
Recommended resources for ongoing support: [list]

Format: 250-word closing summary. This is the permanent record. Balance achievements honestly against remaining needs. Do not minimize unmet goals.
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Prompt 15 — Incident Report

Write an incident report for a significant event in a case.

Date and time of incident: [date, time]
Who was involved: [list by role — no identifying information]
What happened (factual sequence): [describe events in chronological order]
Worker's immediate response: [describe actions taken]
Supervisor notification: [date/time notified, who]
Client's response to the incident: [describe]
Immediate outcome: [describe situation at time of report]
Follow-up actions required: [list 2-3]

Format: 200-word incident report. Chronological. First-person for worker actions. Factual — no speculation about cause or motivation. Intended for supervisor and file review.
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Category 4: Referrals and Inter-Agency Communication


Prompt 16 — Referral Letter

Write a referral letter to another service provider.

Referring worker's role: [your title]
Receiving service: [type of service — e.g., mental health clinic, housing program, food bank]
Client situation (no identifying details): [brief description of why referral is needed]
Specific needs the receiving service should address: [list 2-3]
Urgency: [routine / urgent — explain if urgent]
Client's consent to referral: [confirmed yes/no]
Information enclosed with referral: [list any documents included]
Contact for questions: [role and contact method]

Format: 175-word professional referral letter. Clear, concise. The receiving agency should understand in one read why this person is being referred and what they need.
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Prompt 17 — Warm Handoff Note

Write a warm handoff note for a client transferring to a new worker or service.

Client context (no identifying details): [describe current situation briefly]
Reason for transfer: [e.g., worker leaving, case escalation, service boundary]
What the new worker needs to know immediately: [top 3 priorities]
Active safety concerns: [yes/no — describe if yes]
Rapport considerations: [any context that will help the new worker build trust — e.g., "client has significant mistrust of services due to previous negative experience"]
Active service connections: [list services currently involved]
Next scheduled appointments: [list by type and date]

Format: 200-word handoff memo. Practical and prioritized — the new worker reads this before meeting the client. Lead with safety, then relationship, then logistics.
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Prompt 18 — Agency Coordination Email

Write a coordination email to another agency worker on a shared case.

Context: [briefly describe the shared case situation — no identifying information]
Purpose of this email: [what specific coordination is needed]
Information you are sharing: [list what you're providing]
Information you need from them: [list specific questions or requests]
Timeline needed: [when do you need their response]
Any upcoming joint actions: [case conference, home visit, court date]

Format: 175-word professional email. Bullet points for clarity. This goes in the case file — professional tone throughout.
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Prompt 19 — Consent to Share Information Letter

Write a plain-language consent to share information explanation for a client.

Information to be shared: [describe what information, in plain language]
Who it will be shared with: [describe by role/agency type]
Why it needs to be shared: [explain in plain language — what will it be used for]
What happens if they do not consent: [describe the impact honestly]
Client's right to withdraw consent: [explain they can withdraw and how]
Time limit on consent: [e.g., "this consent is valid for 12 months unless withdrawn earlier"]

Format: 200-word plain-language document. Grade 6 reading level. No jargon. This will be read by the client — not by professionals.
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Prompt 20 — Professional Consultation Request

Write a professional consultation request to a specialist (e.g., psychologist, physician, legal advocate).

Reason for consultation: [describe the specific clinical or practical question you need answered]
Relevant case background (no identifying information): [brief history relevant to the consultation]
Specific questions for the consultant: [list 2-3 specific questions]
Urgency: [routine / within 2 weeks / urgent]
What you have already done: [list assessments or steps already taken]
Format for response preferred: [written report / verbal / case conference]

Format: 150-word consultation request. Specific questions make this useful — vague requests get vague answers. Professional tone throughout.
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Category 5: Family Communication


Prompt 21 — Family Meeting Preparation Notes

Write preparation notes for a family meeting.

Meeting purpose: [describe what needs to be accomplished]
Family members attending: [list by role — no names]
Key dynamics to be aware of: [describe relevant relationships or tensions — no speculation, observation-based]
Topics to cover: [list agenda items in priority order]
Possible reactions to anticipate: [describe likely responses and how to manage them]
Non-negotiables for this meeting: [what must be communicated or decided]
Desired outcome: [what does a successful meeting look like]

Format: 200-word prep notes for the worker. First-person. Practical and specific. This is your private planning document — honest about challenges.
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Prompt 22 — Letter to Family Member

Write a letter to a family member explaining a service decision.

Recipient's role: [e.g., non-custodial parent, grandparent, adult sibling]
Service decision to communicate: [what decision was made]
Reason for the decision: [explain in plain language — focus on what you can share]
What the decision means for them: [practical impact on their contact or involvement]
What they can do if they disagree: [describe formal appeal or complaint process]
Next contact with them: [date and format]

Format: 200-word letter. Plain language. Empathetic but clear. Avoid clinical jargon. This letter may become a legal document — factual and professional throughout.
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Prompt 23 — Carer/Foster Placement Communication

Write a communication update to a foster carer or kinship carer.

Update type: [placement update / upcoming event / service change / case plan change]
Key information to communicate: [describe what is changing or happening]
Impact on the carer's role: [what does this mean for what they do day to day]
Support available to the carer: [describe what the agency is offering]
Action required from the carer: [list 1-2 specific actions if needed]
Next contact: [date and format]

Format: 175-word professional communication. Warm but professional — carers are partners, not employees. Be specific about what is expected and what support is available.
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Prompt 24 — Child-Inclusive Communication

Write age-appropriate communication for a child about a change in their case.

Child's approximate age: [age range]
What the child needs to understand: [describe the change in plain terms]
Language level: [adjust for age]
What the child can expect: [describe what will happen next]
Who they can talk to: [list safe adults by role]
What to do if they feel scared or worried: [specific, simple actions]

Format: 150 words maximum. Written to be read with a child or given to them. Simple words. Honest. Reassuring without being falsely positive. Children know when adults aren't being straight with them.
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Prompt 25 — Family Engagement Plan

Write a family engagement plan for a resistant or difficult-to-engage family.

Barriers to engagement identified: [list 2-3 specific barriers — e.g., mistrust of services, language barrier, work schedule]
Previous engagement attempts: [describe what has been tried]
Strengths in the family that can be leveraged: [list 1-2]
Adapted engagement strategies: [list 3 specific adaptations to normal practice]
Who else can help engage this family: [community connections, trusted intermediaries]
Minimum engagement needed: [what is the non-negotiable level of contact for safety]
Timeline for reviewing engagement: [when will you reassess]

Format: 200-word engagement plan. Solutions-focused. Acknowledge barriers without accepting them as permanent. Every family can engage — the question is how.
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Category 6: Advocacy and Reports


Prompt 26 — Advocacy Letter for Housing

Write an advocacy letter on behalf of a client to a housing provider.

Client situation (no identifying details): [describe relevant housing need and circumstances]
Specific housing request: [what are you asking for — e.g., priority placement, reasonable accommodation, maintenance action]
Supporting evidence: [describe relevant factors — e.g., medical need, children in household, safety concern]
Your professional assessment of urgency: [describe why this request is time-sensitive]
What you are asking them to do by when: [specific request with timeline]

Format: 200-word professional advocacy letter. Firm but respectful. Clear ask in the first paragraph. Supporting evidence in the body. Deadline in the final paragraph.
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Prompt 27 — Advocacy Letter for Benefits

Write an advocacy letter supporting a client's benefits application or appeal.

Benefits being sought or appealed: [name the benefit]
Reason the application was denied (if appeal): [describe denial reason if known]
Professional evidence supporting the application: [describe what you have observed or assessed]
How the client's situation meets the eligibility criteria: [make the case specifically]
Impact on the client if denied: [describe the practical consequences]
Request: [what you are asking the decision-maker to do]

Format: 200-word professional letter. Specific and evidence-based. Avoid emotional appeals — administrative decision-makers respond to evidence and procedure, not stories.
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Prompt 28 — Court Welfare Report Section

Write the welfare assessment section of a family court report.

Reporting context: [type of proceedings — e.g., custody, child protection, adoption]
Child's current living situation: [describe briefly]
Child's presentation and observed wellbeing: [factual observations from contact]
Child's stated wishes and feelings (age-appropriate): [what the child has said, and your assessment of their understanding]
Parental capacity assessment: [your professional view — evidence-based]
Risk factors remaining: [list specific concerns]
Protective factors present: [list specific strengths]
Recommendation: [your professional recommendation to the court — clear and specific]

Format: 300-word welfare report section. Court-ready language. Evidence-based throughout. Distinguish clearly between facts and professional opinion. This is a legal document.
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Prompt 29 — Support Letter for Client

Write a support letter for a client to use with an external body (landlord, employer, school, etc.).

Purpose of the letter: [what the client needs it for]
Client's circumstances relevant to the request: [describe what is appropriate to disclose]
Your professional role and relationship to the client: [describe briefly]
Your assessment of the client's reliability, engagement, or suitability: [honest professional view]
Duration of your professional relationship: [how long have you known the client]
What you are recommending or confirming: [the specific statement the client needs you to make]

Format: 175-word support letter on professional letterhead format. Accurate and professional. Do not overstate — this letter reflects your professional credibility.
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Prompt 30 — Policy or Practice Feedback Submission

Write a feedback submission about a policy or practice that is harming clients.

Policy or practice being addressed: [describe]
How it is affecting clients: [describe with 1-2 specific examples — anonymized]
Evidence for your position: [cite any data, literature, or practice experience]
What the problem looks like in practice: [describe a concrete scenario without identifying information]
What you are recommending instead: [specific, practical recommendation]
Who you are addressing: [manager / committee / regulator]

Format: 250-word structured feedback. Professional and evidence-based. This is advocacy — not complaint. Make a specific ask in the final paragraph.
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Category 7: Professional Development and Self-Care


Prompt 31 — Supervision Preparation Notes

Write preparation notes for a clinical supervision session.

Cases I want to discuss: [list 2-3 cases with brief context — no identifying info]
What I need from supervision on each case: [specific question or decision needed]
Personal reactions I am noticing: [describe any countertransference or emotional reactions honestly]
Skills or knowledge gap I've encountered this period: [describe]
Professional development question: [one broader question about practice or approach]

Format: 150-word prep notes. Honest about personal reactions — supervision is the place to surface them. Specific questions get specific answers.
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Prompt 32 — Reflective Practice Journal Entry

Write a structured reflective practice entry on a challenging case interaction.

Interaction to reflect on: [describe briefly — no identifying details]
What happened: [factual account]
What I felt: [honest emotional response]
What I thought: [professional analysis — what did I make of it?]
What I did: [actions taken]
What I would do differently: [honest reflection]
What this tells me about my practice: [one learning to carry forward]

Format: 200-word reflective entry. First-person. This is a professional development document — honesty matters more than looking good. Use a reflective model (Gibbs, Kolb, or Johns) if helpful.
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Prompt 33 — Professional Development Goal Statement

Write a professional development goal statement for my annual review.

Current skill level in focus area: [describe honestly — not for performance management theater]
Area for development: [specific skill or knowledge area]
How this gap affects my practice: [describe the practical impact]
Development activities I will undertake: [list 2-3 specific, achievable activities]
How I will know I've improved: [specific, observable indicators]
Timeline: [realistic timeframe]
Support needed: [what do I need from my supervisor or organization]

Format: 200-word professional development goal. SMART framework. This should be a document you actually refer back to — not one that lives in a filing cabinet.
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Prompt 34 — Burnout Risk Self-Assessment

Help me write an honest self-assessment of my current professional wellbeing.

Signs I am noticing in my work: [describe any changes in engagement, errors, or quality]
Signs I am noticing outside work: [describe impact on personal life if relevant]
Caseload situation: [describe current volume and complexity]
Support structures available: [supervision, peer support, personal]
What I need right now: [be specific — e.g., reduced caseload, more supervision, respite]
What I can action myself: [list 1-2 things within my control]
What I need to ask for: [list 1-2 things that require organizational support]

Format: 200-word personal wellbeing note. First-person. This is for your eyes first — write it honestly. Secondary trauma and burnout are occupational hazards, not personal failures.
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Prompt 35 — Handover Brief Before Leave

Write a handover brief for a colleague covering my cases during planned leave.

Leave period: [dates]
Cases requiring active monitoring: [list by case type — no identifying info — with brief context]
Immediate actions required during my absence: [list specific tasks with deadlines]
Cases where a decision may be needed: [describe situation and likely options — what should the covering worker do?]
Escalation contacts: [supervisor role, specialist contacts by type]
Where to find key documents: [file locations]
Anything the covering worker must know about client relationships: [rapport notes — what helps, what to avoid]

Format: structured handover brief, 250 words. Practical and complete. Assume your colleague knows social work but knows nothing about your specific cases.
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The Bottom Line

Social work documentation exists to protect clients, protect you, and ensure continuity of care. When it takes 3 hours to write a 200-word case note, something has gone wrong — not with you, but with the system that demands professional-grade documentation without professional-grade support.

These 35 prompts do not change the documentation requirements. They eliminate the time you spend staring at a blank page. You provide the clinical judgment, the observations, and the facts. ChatGPT handles structure, language, and formatting.

That is not cutting corners. That is reclaiming time for the work that only you can do.


Go Deeper: The Full Social Worker AI Toolkit

These 35 prompts cover the most common documentation tasks. The Social Worker AI Toolkit goes further — with prompt packs for safeguarding documentation, court report templates, supervision frameworks, and inter-agency coordination scripts.

Built for social workers who got into this work to help people, not to type.

Use code LAUNCH30 for 30% off — limited uses remaining.

Get the Social Worker AI Toolkit


Prompts are templates. Always populate them with accurate, verified information before submitting any documentation. AI-generated case notes and reports require professional review before they enter any official record.

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