validation-plan
CommunityStreamline AI model validation planning and documentation.
Software Engineering#risk-assessment#regulatory-compliance#validation-plan#model-risk#ai-model-validation
Authoranotb
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the creation of comprehensive AI model validation plans, ensuring thorough documentation and reducing manual effort.
Core Features & Use Cases
- Comprehensive Planning: Automates the construction of detailed validation plans based on model characteristics and risk assessment.
- Customizable Templates: Provides default templates for various scenarios, including initial, annual, and vendor-swap revalidations.
- Sector-Specific Overlays: Incorporates sector-specific guidelines for banking, insurance, capital markets, and payments fintech.
- Cross-Cutting Overlays: Applies cross-cutting guidelines for cybersecurity, privacy, and conduct.
- Use Case: A financial institution needs to validate an AI model for credit risk assessment. The Skill generates a tailored validation plan considering the model's complexity, the institution's specific requirements, and regulatory guidelines.
Quick Start
Use the validation-plan skill to create a new validation plan for a credit risk assessment model with the following parameters: institution type (bank), persona (model risk lead), sector overlay (banking), and cross-cutting overlay (cyber).
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: validation-plan Download link: https://github.com/anotb/second-line-financial-services/archive/main.zip#validation-plan Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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