VKC Visa Assessment Engine

About

The VKC Visa Assessment Engine skill provides a standardized framework for building robust, versioned visa assessment systems. By decoupling logic from code and storing rules within a database via JSON schemas, it enables developers to create scalable assessment APIs and admin management interfaces. This skill is particularly useful for immigration service platforms requiring dynamic scoring models, version control for regulatory changes, and detailed history tracking of user assessments without requiring code redeployments.

Key Features

• Version control and effective date tracking for rulesets
• DB-driven ruleset management with JSON schema validation
• Admin workflow for rule activation and model management
• Standardized API response and assessment history schemas
• Visa transition probability scoring and weight logic
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Use Cases

• Building an automated visa change probability calculator for immigration platforms
• Managing complex regulatory rules versioning without software redeployments
• Creating administrative dashboards for updating visa transition criteria and weights