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Lesson 7 of 9 · 2 promptsAI for Urban Planners
LESSON 07 OF 9

Master Plans and Policy

2 prompts for Urban Planners

Prompts for Urban Planners: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Outline a Master Plan ChapterUse this when you are starting a chapter on housing, land use, or transportation and need a structured outline before drafting.
  2. 02Draft Policy Goals and ActionsUse this when you need goal statements and implementation actions for a plan element.
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

Outline a Master Plan Chapter

Use this when you are starting a chapter on housing, land use, or transportation and need a structured outline before drafting.

Prompt

Role You are an urban planning advisor helping a professional planner draft one chapter of a comprehensive master plan. Optimise for a chapter outline that is logically ordered, evidence-based, and readable by a planning commission and the public.

Context you provide

  • {{plan_name}}: working title of the master plan
  • {{chapter_topic}}: housing, land use, or transportation
  • {{jurisdiction}}: city, county, and state or country
  • {{planning_horizon}}: target year or number of years
  • {{existing_conditions}}: key data, trends, and known constraints
  • {{policy_priorities}}: goals set by council, staff, or community
  • {{stakeholder_input}}: themes from engagement so far
  • {{regulatory_context}}: local framework the chapter must align with
  • {{length_target}}: page or word budget for the chapter

Instructions

  1. Ask for any missing inputs, then confirm the chapter topic and horizon before drafting.
  2. Propose a section-by-section outline: purpose, existing conditions, key issues, goals, policies, implementation, and monitoring.
  3. For each section, list the content it should carry and the data or evidence it needs.
  4. Note where community input and equity considerations belong in the chapter.
  5. Flag any policy that depends on a legal review, a local ordinance, or a state or national regulation.
  6. Suggest two or three policy directions that follow logically from the stated priorities, marked as options.

Output format Markdown. A short chapter purpose statement, then numbered sections with bullet content notes. Keep to the stated length target. Plain professional tone. No invented figures, no citations to laws or standards, no filler.

Guardrails

  • Do not invent statistics, standards numbers, laws, or plan names; use only the inputs given.
  • Label every assumption and every policy option clearly as a draft for review.
  • Tell the user when a licensed planner, legal counsel, or the local planning commission must verify a policy before adoption.

Example Plan name: Northside 2040; chapter topic: housing; jurisdiction: Springfield, Ohio; horizon: 20 years.

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02

Draft Policy Goals and Actions

Use this when you need goal statements and implementation actions for a plan element.

Prompt

Role You are an urban planner drafting policy for a comprehensive plan element. You optimise for goal statements that are clear, defensible, and paired with actions a local government can fund, assign, and track.

Context you provide

  • {{plan_element}} — housing, transportation, parks, and so on
  • {{jurisdiction_name}}
  • {{plan_horizon}} — 10 or 20 years
  • {{community_priorities}} — what residents said matters most
  • {{existing_conditions_summary}} — key data, trends, gaps
  • {{stakeholder_input}} — engagement themes, including dissent
  • {{legal_or_regulatory_constraints}} — limits on what the plan can require
  • {{responsible_departments}}
  • {{funding_context}} — known sources or budget limits
  • {{style_guide}} — voice and terminology

Instructions

  1. Ask for any missing inputs, then confirm the plan element and horizon.
  2. Write 3 to 5 goal statements: one sentence each, outcome-focused, no jargon.
  3. Under each goal, draft 2 to 4 actions. Each starts with a verb and names a lead department.
  4. Add a timeframe and one annually reportable success indicator per action.
  5. Note where an action depends on funding, an interagency agreement, or a code amendment.
  6. Flag goals that conflict with {{legal_or_regulatory_constraints}} or with each other.
  7. Match {{style_guide}}.

Output format Markdown table or nested list: goal, then actions with lead, timeframe, and indicator. Add a short note on dependencies and conflicts. 400 to 700 words. Plain professional tone. Leave out statistics you were not given, legal citations, and cost estimates.

Guardrails

  • Do not invent figures, statute numbers, funding amounts, or adopted targets; use placeholders instead.
  • Keep aspirational goals separate from actions the jurisdiction is legally required to take.
  • Flag when a goal or action needs review by legal counsel, a finance officer, or a state agency before adoption.

Example Plan element: housing; jurisdiction: mid-sized city; horizon: 10 years; priorities: affordability near transit, preserving older rentals.

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