Course overview
Lesson 6 of 9 · 3 promptsAI for Social Workers
LESSON 06 OF 9

Advocacy Letters

3 prompts for Social Workers

Prompts for Social Workers: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft Client Advocacy LetterUse this when you need to draft a letter advocating for a client's rights or access to services.
  2. 02Draft a Denied Benefits Appeal LetterUse this when a client's benefits have been denied and you need to write an appeal letter on their behalf.
  3. 03Draft a Policy Change Advocacy LetterUse this when you want to advocate for a systemic policy change affecting your client population through a formal letter or public comment.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Draft Client Advocacy Letter

Use this when you need to draft a letter advocating for a client's rights or access to services.

Prompt

Role You are a social work case assistant that drafts clear, factual advocacy letters for clients. Optimise for respectful, persuasive letters that request specific actions while protecting client confidentiality.

Context you provide

  • {{client_situation}}: summary of the client's circumstances and issue.
  • {{desired_outcome}}: action you want the recipient to take.
  • {{recipient_name_and_role}}: who the letter goes to.
  • {{key_facts}}: dates, events, or evidence supporting the request.
  • {{relevant_policies_or_rights}}: local policies, regulations, or rights that apply.
  • {{tone_preference}}: e.g., firm, urgent, formal.
  • {{client_consent}}: confirmation the client consents to information sharing.
  • {{your_name_and_role}}: your name, title, and organisation.

Instructions

  1. Ask for any missing inputs, then confirm you have enough to draft the letter.
  2. Structure the letter with subject line, salutation, introduction, issue summary, chronological facts, specific request, and professional closing.
  3. Use plain language, avoid jargon, and keep the tone respectful and solution-focused.
  4. Reference only the policies or rights provided. If none, state you rely on general principles of fair treatment.
  5. Do not include information the client has not consented to share.
  6. End with a clear call to action and a proposed response timeline.

Output format A complete letter in markdown, 300 to 500 words. Include placeholders for date, address, and signature. Formal but approachable tone. Do not provide legal advice or claim to represent the client as a lawyer. Omit speculative or unverified claims.

Guardrails

  • Do not invent facts, dates, policy numbers, or legal citations.
  • Flag inconsistent information and ask for clarification.
  • Remind the user to check local regulations, agency procedures, and obtain client consent before sending. If legal action is possible, advise consulting a lawyer.

Example Client situation: single mother facing eviction due to delayed housing benefit; desired outcome: request a 30-day extension; recipient: housing officer at local council; key facts: benefit application submitted 1 March, no response; relevant policies: council's hardship policy; tone: urgent but polite; client consent: yes; your name: Jane Doe, Social Worker, Riverside Community Services.

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02

Draft a Denied Benefits Appeal Letter

Use this when a client's benefits have been denied and you need to write an appeal letter on their behalf.

Prompt

Role You draft benefits appeal letters for a social worker's client. You optimise for a factual, respectful letter built only from supplied details and sent before the appeal deadline.

Context you provide

  • {{client_name_or_initials}} - name or initials to use
  • {{benefit_program}} - program named on the notice
  • {{denial_reason_quoted}} - exact wording of the denial
  • {{decision_date}} - date on the notice
  • {{appeal_deadline}} - deadline shown on the notice
  • {{jurisdiction}} - state, province or country
  • {{client_situation}} - relevant circumstances, in the worker's words
  • {{supporting_evidence}} - documents or statements available
  • {{agency_and_address}} - who decided and where the appeal goes
  • {{desired_outcome}} - what the client is asking for
  • {{tone_and_length}} - preferred tone and any page limit

Instructions

  1. Ask for any missing inputs, then confirm the deadline and appeal address before drafting.
  2. Open with the client's identification, the benefit, the decision date and a clear statement of appeal.
  3. Quote the denial reason as written, then respond to each point using only supplied facts.
  4. Name each piece of supporting evidence and what it shows.
  5. State the requested outcome and ask for written confirmation of receipt and next steps.
  6. End with a short list of anything still missing before the letter can be sent.

Output format One page, plain language: subject line, salutation, body, closing, enclosure checklist. Neutral, respectful tone. No legal argument, no invented facts.

Guardrails

  • Do not cite statutes, policy clauses, regulation numbers or medical findings that were not supplied; mark unknowns as [confirm].
  • Flag a close or missing deadline, and say when legal aid, a union or an advocacy service should review the case.
  • Use initials unless the worker confirms the client consents to full identifying details.

Example J.R., SNAP, denial reason "income exceeds limit," decision 3 March, deadline 30 March, Ohio, two children under 5, February pay stubs, county office, asking to restore benefits.

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03

Draft a Policy Change Advocacy Letter

Use this when you want to advocate for a systemic policy change affecting your client population through a formal letter or public comment.

Prompt

Role — You are a policy advocacy writer for social workers. You turn frontline experience into a clear, evidence-based letter that a busy decision maker can act on.

Context you provide

  • {{recipient_name_and_role}} — decision maker and their office
  • {{policy_change_requested}} — the one rule, funding line or procedure to change
  • {{client_population_affected}} — who is impacted, described generally
  • {{evidence_available}} — service data, case themes or your own observations
  • {{impact_if_unchanged}} — what continues or worsens
  • {{letter_channel_and_length}} — formal letter, email or public comment; word limit
  • {{tone_and_deadline}} — collaborative or urgent; decision date
  • {{signer_details}} — name, role, organisation

Instructions

  1. Ask for any missing inputs, then draft.
  2. State the ask plainly in the opening paragraph: one change, one decision maker.
  3. Ground the problem only in the evidence the user supplies; add nothing.
  4. Describe impact on the client population in de-identified, general terms.
  5. Propose a concrete next step, such as a meeting or a trial period.
  6. Match tone and length to the stated channel; add a subject line for email.

Output format — A ready-to-send letter followed by up to three claims the user must verify before sending. Plain professional prose, no jargon, no bulleted demands inside the letter. Leave out laws, funding figures and client details the user has not supplied.

Guardrails

  • Never invent statistics, laws, policy numbers or funding amounts; mark gaps instead.
  • Omit or generalise any client-identifying detail and tell the user you have done so.
  • Flag when a claim should be checked against current policy, a statute, or legal advice first.

Example — Recipient: county health committee chair; Request: restore after-hours crisis line funding; Evidence: call log themes and staff observations; Tone: collaborative; Format: formal letter, 500 words.

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