model-risk-documenter

Generate SR 11-7 and OCC 2011-12 compliant model risk documentation for AI/ML models.

1|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/Ethical-AI-Syndicate/skills --skill model-risk-documenter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: model-risk-documenter
Source: https://github.com/Ethical-AI-Syndicate/skills/tree/main/model-risk-documenter
Command: npx skills add https://github.com/Ethical-AI-Syndicate/skills --skill model-risk-documenter

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the generation of comprehensive model documentation required for Model Risk Management (MRM) review in financial services, ensuring compliance with SR 11-7 and OCC 2011-12 standards.

Core Features & Use Cases

  • SR 11-7 / OCC 2011-12 Compliance: Generates documentation packages that meet regulatory requirements.
  • Tier Classification: Assists in classifying models (Tier 1, 2, 3) and tailoring documentation depth.
  • Structured Output: Produces detailed sections covering purpose, methodology, data, performance, limitations, validation, and monitoring.
  • Use Case: Before submitting a new AI model for MRM review, use this Skill to generate the complete documentation package, ensuring all necessary sections and details are covered, saving significant manual effort and reducing review time.

Quick Start

Use the model-risk-documenter skill to generate SR 11-7 compliant documentation for a model that predicts trade settlement failure.

Frequently Asked Questions about model-risk-documenter

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

FAQPage Schema
How do I generate SR 11-7 compliant model risk documentation for AI models?

To generate SR 11-7 compliant model risk documentation, structure sections covering model purpose, conceptual soundness, data quality, performance evidence, limitations, validation, and ongoing monitoring to facilitate MRM review and approval.

What is model tier classification and how does it affect MRM documentation depth?

Model tier classification categorizes models into Tier 1, 2, and 3 to determine the required depth of model risk management documentation, with higher tiers requiring more comprehensive evidence and validation details for regulatory compliance.

Does SR 11-7 documentation generation work for OCC 2011-12 compliance requirements?

Yes, SR 11-7 documentation generation aligns with OCC 2011-12 compliance requirements, as both regulatory standards mandate similar model risk management documentation covering purpose, methodology, data, performance, and monitoring.

How to prepare an AI model for MRM review submission?

To prepare an AI model for MRM review submission, compile a comprehensive documentation package addressing regulatory requirements for conceptual soundness, data quality, performance evidence, limitations, validation, and ongoing monitoring.

What sections are required in a model risk documentation package for financial services?

A model risk documentation package for financial services requires sections covering model purpose, conceptual soundness, data quality, performance evidence, limitations, validation, and ongoing monitoring to meet MRM standards.