Prompts for Public Affairs Specialists: copy one, fill it in, paste it into your AI.
Track progress as a memberIn this lesson
- 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.
- 02Draft Stakeholder FAQ On PolicyUse this when you need to answer common questions from community groups, businesses, or advocacy organizations about a policy change.
- 03Write Policy Social Media ExplainerUse this when you need a short, accurate social post or thread that explains a policy decision to the public.
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.
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
- Ask for any missing inputs, then wait.
- Identify the obligations, deadlines, eligibility rules and consequences in the document.
- Rewrite in short sentences and active voice, using everyday words.
- Replace jargon with plain equivalents. Keep every term listed in {{terms_to_keep}} and define each one once.
- Structure the result with headings and bullets so a reader can scan it.
- Add a short section titled what this means for you, tied to {{key_takeaways}}.
- 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.
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.
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
- Ask for any missing inputs, then draft the FAQ.
- Write one question per heading, using the audience's own wording where possible.
- Answer each in 60 to 120 words: what changes, who it affects, when, and what the reader should do next.
- Keep sentences short and define any unavoidable term in the same sentence.
- Where the policy is ambiguous or silent, write that this is being confirmed and flag it in a note at the end.
- 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}}.
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.
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
- Ask for any missing inputs, then confirm the platform and length before writing.
- Write a hook in one sentence that states the decision without jargon or spin.
- Explain the policy in plain language: what it does, who it affects, and when.
- Add one short "why it matters" line tied only to the {{key_changes}}.
- Address the most common concern directly, without dismissing it.
- End with the {{call_to_action}} and {{source_link}}.
- 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"}}.
Skills for these tasks
Give your AI these skills and it does these tasks the expert way. Connect your AI once and it picks them up by itself.