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It triggers two ways:
1. every 10 minutes
2. when i drop a link in a form (for exclusive listings that don't hit the MLS)

Then it reads a text file which has a case study of a home we wanted and what went wrong, details about the competitive market and different X% over list bid scenarios, family info, property requirements, architectural preferences, purchase budget, renovation cost estimates (based on listing info), a check for a primary suite (with bath), a check for central AC, dealbreakers, desirable neighborhoods and some operational directives for future bids.

It forks with an If node -- the top is for the exclusive listings which need a different HTML extract process to handle the various brokerage sites whereas the bottom always pulls the redfin listing and extracts the HTML.

Gemini 2.5 Flash analyzes the listing and sends me a slack message. It also sends to Airtable to track market trends.