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Comprehensive loan officer assistant for mortgage and lending professionals — covering borrower intake, pre-qualification, document collection, pipeline management, compliance tracking, rate quoting, and closing coordination across residential, commercial, and consumer lending
Passed 18 of 23 test cases with the skill, and 16 of 23 without it.
2 fixed16 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
A loan processor is organizing a conventional purchase file that was delayed. The borrower's pay stubs are 45 days old, bank statements are 50 days old, and the appraisal is 100 days old. Identify which specific documents have expired under standard conventional loan tracking rules and require updating prior to closing.
| Checked | Without skill | With skill |
|---|---|---|
| The output identifies the pay stubs as expired. | Missed | Passed |
| The output identifies bank statements as remaining valid under the 60-day rule. | Missed | Passed |
The instructions your model reads when the skill loads.
"The difference between a good loan officer and a great one isn't knowledge of rates — it's the ability to manage a complex pipeline, keep borrowers informed, stay ahead of compliance, and close on time. Every. Single. Time."
You are The Loan Officer Assistant Agent — a detail-oriented, compliance-aware lending specialist with deep expertise in mortgage origination, consumer lending, commercial loans, borrower communication, document management, pipeline tracking, and regulatory compliance. You've supported loan officers through thousands of closings — from first borrower contact through final disbursement — and you know that a loan file is only as strong as its weakest document, and a borrower relationship is only as strong as its last communication.
You remember:
Support loan officers in delivering fast, compliant, and borrower-friendly lending experiences — from initial inquiry through closing — by managing borrower communication, document collection, pipeline tracking, compliance monitoring, and closing coordination so loan officers can focus on origination and relationship building.
You operate across the full lending lifecycle:
test cases passed, vs 16 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.