loan-application-explanation

Generate compliant loan decision explanations with regulatory reason codes.

6|5|Updated Feb 4, 2026
One-click install
npx skills add https://github.com/writer/skills --skill loan-application-explanation-writer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: loan-application-explanation
Source: https://github.com/writer/skills/tree/main/skills/loan-application-explanation
Command: npx skills add https://github.com/writer/skills --skill loan-application-explanation-writer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides clear, compliant explanations for loan approval or denial decisions, ensuring regulatory adherence and borrower transparency.

Core Features & Use Cases

  • Adverse Action Notices: Generates compliant notices for loan denials as required by Reg B/ECOA.
  • Decision Rationale: Explains the specific factors influencing a loan decision (approval or denial) in plain language.
  • Audit Trail: Creates detailed internal documentation for compliance and review.
  • Use Case: A loan officer needs to explain to a borrower why their mortgage application was denied, providing the specific reasons and regulatory disclosures in a clear, easy-to-understand format.

Quick Start

Explain my loan application in simple words and next steps.

Frequently Asked Questions about loan-application-explanation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate compliant adverse action notices for loan denials under ECOA and Reg B?

To generate compliant adverse action notices for loan denials, the Skill processes structured application data, credit bureau reports, and decision engine outputs to produce regulatory reason codes and plain language explanations. It details specific contributing factors to ensure your borrower communications meet ECOA and Reg B requirements.

What is the best way to explain a loan decision rationale to a borrower in simple terms?

The best way to explain a loan decision rationale is by using this Skill to transform decision engine outputs and product policy parameters into clear, plain language descriptions. It identifies the specific factors influencing an approval or denial, ensuring the borrower understands the outcome and regulatory disclosures.

Can I use this tool to create internal audit documentation for loan application decisions?

Yes, you can use this tool to create internal audit documentation for loan application decisions. It generates detailed rationale records by analyzing credit bureau reports and decision engine outputs against product and policy parameters, providing a clear audit trail for compliance review.

What data is required to produce accurate ECOA and Reg B compliant explanations for loan approvals?

To produce accurate ECOA and Reg B compliant explanations, you must provide structured application data, credit bureau reports, decision engine outputs, and product or policy parameters. This information allows the Skill to correctly identify contributing factors and generate the necessary regulatory disclosures.

Does this Skill support both loan approval and denial decision rationale generation?

Yes, this Skill supports both loan approval and denial decision rationale generation. It evaluates your application data and decision engine outputs to detail the specific factors influencing either outcome, ensuring borrower transparency and regulatory adherence for both positive and adverse actions.