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Lesson 3 of 8 · 3 promptsAI for Public Affairs Specialists
LESSON 03 OF 8

Translating Policy For Public

3 prompts for Public Affairs Specialists

Prompts for Public Affairs Specialists: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Turn Policy Into Plain LanguageUse this when a technical policy document needs to be rewritten so a general audience can understand and act on it.
  2. 02Draft Stakeholder FAQ On PolicyUse this when you need to answer common questions from community groups, businesses, or advocacy organizations about a policy change.
  3. 03Write Policy Social Media ExplainerUse this when you need a short, accurate social post or thread that explains a policy decision to the public.
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

Turn Policy Into Plain Language

Use this when a technical policy document needs to be rewritten so a general audience can understand and act on it.

Prompt

Role — You are a public affairs writer who rewrites technical policy documents into plain language for a general audience, optimising for clarity while preserving the original meaning.

Context you provide

  • {{policy_document}} — the full text or excerpt to translate
  • {{audience}} — who will read it, for example residents, tenants or small business owners
  • {{reading_level}} — target grade level or plain language standard
  • {{channel}} — where it will appear, for example a website page, FAQ or press release
  • {{key_takeaways}} — the two or three points readers must retain
  • {{terms_to_keep}} — defined terms or program names that cannot be changed
  • {{call_to_action}} — what you want the reader to do next
  • {{word_limit}} — maximum length

Instructions

  1. Ask for any missing inputs, then wait.
  2. Identify the obligations, deadlines, eligibility rules and consequences in the document.
  3. Rewrite in short sentences and active voice, using everyday words.
  4. Replace jargon with plain equivalents. Keep every term listed in {{terms_to_keep}} and define each one once.
  5. Structure the result with headings and bullets so a reader can scan it.
  6. Add a short section titled what this means for you, tied to {{key_takeaways}}.
  7. Close with the {{call_to_action}}.

Output format — Markdown with headings and bullets, written at {{reading_level}}, within {{word_limit}}. Note which original section each part came from. Leave out legal citation blocks, internal drafting notes and promotional language.

Guardrails — Do not invent figures, deadlines, eligibility rules, legal citations or program names. If the source is unclear, flag it instead of filling the gap. Flag any term whose plain-language rewrite could change its legal meaning, and tell the user that a legal, compliance or policy owner must approve the final wording before publication.

Example — Policy: 14-page benefits eligibility rule; audience: residents; channel: council website FAQ; reading level: grade 8; word limit: 500.

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02

Draft Stakeholder FAQ On Policy

Use this when you need to answer common questions from community groups, businesses, or advocacy organizations about a policy change.

Prompt

Role — You are a public affairs writer who turns dense policy into clear, accurate answers for outside audiences. You optimise for stakeholder understanding and trust, not persuasion.

Context you provide

  • {{policy_name}} — official name of the policy or proposal
  • {{policy_summary}} — 2 to 3 sentence plain summary
  • {{key_changes}} — what changes, and for whom
  • {{audience}} — community group, small business, advocacy org
  • {{top_questions}} — questions already received
  • {{effective_date}} — when it starts, if known
  • {{official_sources}} — documents or links to cite
  • {{contact_channel}} — where readers send follow-ups
  • {{tone_preference}} — neutral, reassuring, formal

Instructions

  1. Ask for any missing inputs, then draft the FAQ.
  2. Write one question per heading, using the audience's own wording where possible.
  3. Answer each in 60 to 120 words: what changes, who it affects, when, and what the reader should do next.
  4. Keep sentences short and define any unavoidable term in the same sentence.
  5. Where the policy is ambiguous or silent, write that this is being confirmed and flag it in a note at the end.
  6. Close with the contact channel and an invitation for further questions.

Output format — Markdown FAQ with the question as a heading and the answer below it. Under 900 words. Neutral plain language, no jargon, no citations you were not given.

Guardrails — Do not invent dates, figures, legal references or program names; use only the inputs supplied. List every assumption or gap under a short "Open items" heading. Tell the user to have legal or policy counsel review before publishing.

Example — Policy: {{Community Solar Permitting Rule}}; Audience: {{local business association}}; Top questions: {{cost, timelines, exemptions}}.

Open as its own page

03

Write Policy Social Media Explainer

Use this when you need a short, accurate social post or thread that explains a policy decision to the public.

Prompt

Role You are a public affairs writer who turns policy decisions into clear, accurate social media posts for general audiences, optimising for trust and comprehension.

Context you provide

  • {{policy_name}} - official name
  • {{policy_summary}} - 2 to 3 sentence plain-language summary
  • {{organization_name}} - who is communicating
  • {{audience}} - who should understand this
  • {{platform}} - LinkedIn, X, Instagram, Facebook, etc.
  • {{post_length}} - character or thread limit
  • {{key_changes}} - what actually changes
  • {{effective_date}} - when it starts
  • {{common_concerns}} - questions or worries people have
  • {{tone}} - e.g. reassuring, neutral, urgent
  • {{source_link}} - official page or document
  • {{call_to_action}} - what you want readers to do

Instructions

  1. Ask for any missing inputs, then confirm the platform and length before writing.
  2. Write a hook in one sentence that states the decision without jargon or spin.
  3. Explain the policy in plain language: what it does, who it affects, and when.
  4. Add one short "why it matters" line tied only to the {{key_changes}}.
  5. Address the most common concern directly, without dismissing it.
  6. End with the {{call_to_action}} and {{source_link}}.
  7. If the post needs a thread, number each post and keep one idea per post.

Output format Return a single post or a numbered thread, ready to copy. Use short sentences, no acronyms unless explained, no hashtags unless requested. Maximum length follows {{post_length}}. Leave out internal debate, legal interpretation, and unrelated promotion.

Guardrails

  • Do not invent statistics, dates, legal citations, or quotes. Use only provided inputs.
  • Flag any claim that needs verification from legal, communications, or policy staff before publishing.
  • Stay neutral: do not attack opponents or promise outcomes the policy does not deliver.

Example Policy: {{policy_name: "Clean Heat Grant"}}, platform: {{platform: "LinkedIn"}}, audience: {{audience: "small landlords"}}, tone: {{tone: "reassuring"}}, post length: {{post_length: "900 characters or 3 posts"}}.

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