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Train CMA output with 50 practice runs until corrections hit zero

Comparative market analyses take too long and still come back wrong.

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What hurt

Chris (@ChrisTwiggsPM) ran 25 rental and 25 residential practice CMAs with Grok Bot. Not affiliated with xAI.

What to install or create

Lots of tweaks to look and logic; now typical properties finish in ~5 minutes with zero corrections.

Bots

  • No new bot. Follow the first-run steps.

Plugins

  • None on day one. Follow the first-run steps.

Routines

  • None on the first run. Watch one manual pass first.

The prompt

This is a tip, not a pasteable system prompt. The author did not publish one. Follow the first-run steps.

First run

  1. 1Read https://x.com/ChrisTwiggsPM/status/2109099051631190141 (credit @ChrisTwiggsPM).
  2. 2Collect past CMAs you liked as style examples.
  3. 3Run a batch of practice properties; log every correction.
  4. 4Update the bot's format and logic after each batch.
  5. 5Go live only when a practice set needs near-zero edits.

Approval fence

Client-facing CMAs still need your price and disclaimer OK.

What to tweak

Practice volume is the training set—don't ship the first draft's rules.

Source

Chris - Property Management @ChrisTwiggsPM · Original post

Not affiliated with xAI. We did not write this prompt. Third-party template terms still apply.

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