For Social Services Case Workers ·
What you'll accomplish
By the end of this guide, you'll have ChatGPT Plus set up to help you draft court report sections in 15–30 minutes instead of 4–8 hours. You'll use a structured prompting approach that keeps client information out of the AI while still getting professional, court-ready drafts.
What you'll need
Go to chat.openai.com. Click Sign up and create an account with your personal email (not your work email — keep your personal AI use separate from agency systems). Choose a username and password.
What you should see: The ChatGPT chat interface with a blank message box at the bottom. Troubleshooting: If you're using a work computer, your agency's network may block ChatGPT. Try using your personal phone on mobile data for the setup.
Click New Chat in the left sidebar. You'll see a blank conversation window. This is where you'll paste your prompts.
Before asking ChatGPT to write anything, start with a brief setup message that tells it what kind of document you're creating. This gets much better results than just pasting case facts.
Type this in the message box:
I'm a child welfare caseworker writing a court report. I need help drafting specific sections. I will describe case situations using general language without client names — please write in formal, third-person professional language suitable for a family court. Wait for my first request.
Press Enter or click the send button. ChatGPT will confirm it's ready.
What you should see: A response acknowledging your instructions and ready to help.
Before drafting, convert your case notes into a brief bullet-point list. Replace names with roles: "the mother," "the child," "the foster parent." Replace specific addresses with general locations ("a residential home in [city]").
Example of what to prepare:
In the chat, paste your facts and ask for the specific section.
Type this:
Write the "Parental Compliance and Progress" section of a court report. Here are the relevant facts: [paste your bullet points]. Write 3-4 paragraphs in formal third-person language. End with a sentence that transitions to the agency's recommendation.
What you should see: ChatGPT produces a 3–4 paragraph section in professional court report language — formal, factual, and organized.
Read through the draft carefully. Check:
Make edits directly in your Word document — copy the draft out of ChatGPT and paste it there.
Troubleshooting: If the language sounds too formal or stiff, tell ChatGPT: "Rewrite this to be slightly less formal while still professional." If it's too short, say: "Expand the second paragraph with more detail about the parent's progress."
Repeat Step 5 for each section you need: Background and Family History, Current Living Situation, Child's Status and Wellbeing, Agency Recommendations. Keep the same chat session open — ChatGPT will maintain context from earlier messages.
After all sections are drafted and you've added the actual client names, case numbers, and dates from your file:
Background section: "Write the 'Case Background and History' section of a court report. This family came to the attention of [agency] on [date] due to [general reason without names]. Describe the initial concerns, services offered, and case trajectory. Facts: [your bullets]."
Current status: "Write a 'Child's Current Status and Wellbeing' section for a court report. The child is [age range], currently in [placement type], attending school with [general attendance], and [general emotional/behavioral status]. Write 2 paragraphs."
Agency recommendation: "Write a formal 'Agency Recommendation' section recommending [reunification / continued foster care / extension of services]. The basis for this recommendation is: [list your reasons]. Write 1–2 paragraphs in formal language."
Visitation summary: "Summarize 6 months of visitation in a court report paragraph. Visits occurred [frequency]. Overall quality was [general description]. Specific observations: [your notes]."