Reality Validation

Compare system behavior against real-world expectations, domain knowledge, and practical constraints rather than just technical specifications to ensure software makes sense in actual usage contexts.

When to use me

Use this skill when:

• Building systems for complex real-world domains (finance, healthcare, logistics)
• Validating that technical solutions solve actual user problems
• Testing business logic against domain expert knowledge
• Ensuring data models match real-world entities and relationships
• Verifying that algorithms produce realistic and practical results
• Checking that user interfaces reflect real user workflows
• Validating reports and analytics against business reality
• Preparing for production deployment in mission-critical domains
• Debugging issues where technical correctness ≠ real-world correctness

What I do