A day in the life of an Urban Planner: what changes with these prompts.
Track progress as a memberPriya, a city planner working on a downtown zoning update and a transit corridor plan.
Priya starts Thursday with a thick development proposal for a mixed-use building near the transit center. She opens Claude and uses the reviewing proposals prompt: 'Summarize this application into project description, consistency with the downtown plan, and possible conditions. List missing items.' She checks the summary against the zoning code and adds notes about parking and tree canopy.
Next, she faces a long spreadsheet of public comments from an open house. In ChatGPT, she uses the community engagement prompt: 'Group these comments into themes about height, parking, trees, and affordability. Include two short quotes for each theme, without names.' She reads the quotes, removes one that could identify a speaker, and adds context from her own notes.
After lunch, Priya needs a plain-English explainer for residents about proposed zoning changes. She asks Gemini with the public explanation prompt: 'Explain these three zoning rules at an eighth-grade reading level. Use a short example for each. Avoid jargon.' She edits the examples for her neighborhood and sends the draft to her supervisor.
She also uses the land use data prompt to turn permit numbers into a simple trend table for the planning commission. With the time she saves, Priya walks the site, calls a neighborhood leader, and leaves on time for her daughter's soccer practice.
Before
- Unread emails pile up by midmorning
- Zoning code sections flagged in yellow
- Public comments in a messy spreadsheet
- Proposal PDFs stacked on the desk
After this course
- Plain-English explainer ready for residents
- Staff report draft waiting for edits
- Comment themes grouped with real quotes
- Time for a site walk before lunch
What you'll learn
- Public explanations: Turn zoning rules and plan updates into plain language residents can follow.
- Draft reports: Get a first draft of staff reports and inter-agency emails so you can focus on judgment.
- Zoning language: Write, check, and clean up ordinance wording so rules are clear and defensible.
- Community input: Design better surveys and group many comments into themes with human quotes.
- Land use data: Turn census, parcel, and permit numbers into trends, comparisons, and talking points.
- Proposal review: Summarize thick applications, check consistency, and list possible conditions.
- Plans and reviews: Outline master plan chapters and environmental sections, then translate findings into commitments.
- Board hearings: Prepare a tight story and sharp answers for planning commission or council meetings.
How this course works
- 9 lessonsOne task of your job each, from explaining planning to the public to presenting to boards.
- Ready-to-paste promptsCopy, fill in the parts in {{brackets}}, paste into ChatGPT, Claude or Gemini.
- Tick and completeTick the prompts you tried and mark each lesson complete.
- Get certifiedFinish and keep the prompts as your own library.