Generate MLS property descriptions from the listing agreement and tax roll with a saved Claude skill
Camila Castillo of the Ben Moss Group told REALTOR® News that each MLS property description used to take her 45 minutes or more; now Claude Cowork writes the description after she supplies the address, the executed listing agreement, and the last MLS tax roll.
At a glance
- Tools used
- Claude CoworkClaude Skills
- Category
- Listings
- Audience
- agent
- Difficulty
- No-code setup
- Source
- This AI Tool Is Moving the Needle for Brokers
REALTOR® News (Dina Cheney) · Article · Sep 9, 2026 - First step
- Collect the address, executed listing agreement, and tax roll for your next listing in one folder.
Compliance note: Fair Housing check: describe the property and amenities, never the people who should live there; avoid words that signal a preference by race, religion, sex, disability, familial status, or national origin.
Suggested prompt
Written by this directory, inspired by the source. Replace the [bracketed] parts.
Save this as a skill named "MLS description". Inputs I will give you: property address, executed listing agreement (PDF), and MLS tax roll record. Steps: 1. Extract beds, baths, square footage, lot size, year built, and legal details from the tax roll; flag any conflict with the listing agreement. 2. Write an MLS public remarks paragraph within [character limit] characters using only verified facts, plus private agent remarks with showing instructions from the listing agreement. 3. List every fact you used and the source document for each fact. Never add features that are not in the documents.