realtor-market-system

Packages the month for distribution and turns the market update into a lead engine — the report as a monthly lead magnet with its opt-in copy, the newsletter segment for the agent's database, the captions for every platform they post on, and the CTAs that point each piece at the funnel. Also lays out the week-by-week posting plan so one month's work gets spread across the month instead of dumped in a day. Reads the month's data block and the finished pieces — never researches, never sends or schedules anything without explicit approval. Trigger on: "distribute my market update", "the newsletter for my market update", "my market update lead magnet", "captions for my market update", "how do I post my market update", "market distribution plan", or as step 5 of a full monthly run.

Builds the market update PRESENTATION — the branded slide deck the agent shares on screen while recording their YouTube market update. Produces the Slide Map (the locked, numbered slide list the script is then written against), a paste-ready Claude Design brief that builds the deck slide by slide with this month's real numbers already in it, 2–4 talking points under every slide so they can film from the deck alone, and the email/distribution version of the same content for their database. The deck and the script are one package — this runs first and sets the structure the script follows exactly. Trigger on: "build my market presentation", "my market update deck", "the slides for my market update", "market report presentation", "build my market report", "the screen share for my market video", "make my market slides", or as step 1 of a full monthly run.

The data engine of the Monthly Market System — pulls this month's live LOCAL market numbers for the agent's city, communities, and niche, verifies every figure against a named source with a date, and writes one clean data block to the Brain that every other market skill quotes. Covers prices, sales, new listings, inventory, months of supply, days on market, sale-to-list, property-type and community breakdowns, the rate environment, real affordability math, and what local buyers and sellers are actually asking right now. Researches once per month so nothing downstream ever re-searches or disagrees. Never estimates, never forecasts as fact. Trigger on: "pull my market data", "get this month's numbers", "research my market", "what are the numbers this month", "market stats for [month]", "refresh my market data", "what's happening in my market", or as the first step of a full monthly run.

Puts the monthly market update on autopilot — the Market Update AI Agent. Sets up a real scheduled task that fires on the 1st of every month, pulls the new numbers as soon as the board release lands, builds the month's package, and leaves it waiting with a short note so the agent's only job is to film. Also teaches the monthly rhythm itself (the Weeks 5–6 routine): what happens on which day, how long each part takes, and what to do when the data is late. Adopts an existing task rather than creating a twin, and never schedules anything without explicit approval. Trigger on: "set up my market routine", "run my market update every month", "automate my market update", "the 1st of the month agent", "market update on autopilot", "my monthly market rhythm", "schedule my market update", or offer it once at the end of a first successful monthly run.

The front door of the Monthly Market System — one command, one complete monthly launch. Confirms which month, makes sure that month's numbers are on file (hands to the research if they aren't), then runs every piece off those exact figures in order: the market report, the YouTube script, the three short-form concepts, the Instagram infographic brief, and the distribution pack. It sequences and hands off; it never researches or writes the pieces itself. The agent's only job at the end is to film the script. Trigger on: "run my market update", "run my market update for [month]", "my monthly market update", "build my market package", "market update for [month]", "do my market update", "it's the 1st — run my market update", or whenever the agent wants the whole monthly launch rather than one single piece.

Writes the word-for-word YouTube market update script, built around this month's exact numbers and timed to walk through the market report page by page — so the agent reads, advances the slide, and never has to think about what comes next. Teleprompter-ready, in the agent's own voice, with screen cues, camera direction, section timings, the 2-CTA model, and the three audience lenses. Ships with title options, thumbnail text, the hook, and a description opening so the video is ready to publish, not just ready to film. Reads the month's data block — never researches. Trigger on: "write my market update script", "my YouTube script for [month]", "script my market video", "the market update video script", "write the script for my market report", or as step 2 of a full monthly run.

Turns the month's numbers into three ready-to-film short-form videos, each a different format so the feed doesn't repeat itself — a GREEN SCREEN ARTICLE REACTION (the agent reacts to a real, verified article about this month's data), a TALKING-HEAD OPINION (their strongest take, chosen from what the data actually shows), and a STAT GRAPHIC (one number on screen with a voiceover, plus the design brief to build it). Each ships with a word-for-word hook, the script or talking points, on-screen text, and platform-ready captions for Instagram, Facebook, TikTok, and YouTube Shorts. Reads the month's data block — never researches the numbers again. Trigger on: "make my market shorts", "3 shorts from my market update", "short form from this month's data", "reels from my market update", "clip my market update", "market update shorts", or as step 3 of a full monthly run.