reality-validation

Validate system behavior against real-world expectations and domain knowledge.

4|2|Updated Feb 26, 2026

Search Tags:#testing #validation #compliance #business logic #domain knowledge #real-world

Ready to run

npx skills add https://github.com/wojons/skills --skill reality-validation

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reality-validation
Source: https://github.com/wojons/skills/tree/main/skills/reality-validation
Command: npx skills add https://github.com/wojons/skills --skill reality-validation

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill bridges the gap between technical specifications and real-world usability, ensuring software functions correctly and makes sense in its intended operational context.

Core Features & Use Cases

Domain Understanding: Gathers and analyzes real-world context, business processes, and user needs.
Reality Gap Analysis: Compares system behavior against real-world expectations, identifying discrepancies.
Reality-Based Testing: Validates systems using real-world data and expert knowledge.
Use Case: When developing a financial trading system, this skill would compare the system's trading logic against actual market behaviors, regulatory requirements, and typical investor strategies to ensure it's not just technically correct but practically viable and safe.

Quick Start

Use the reality-validation skill to compare the system's order fulfillment process against real-world business processes.

Frequently Asked Questions about reality-validation

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

FAQPage Schema

How do I validate business logic against real-world domain knowledge?▼

Validating business logic against real-world domain knowledge requires comparing system behavior to actual operational constraints, ensuring software solves real user problems rather than just meeting technical specifications. This process involves domain understanding and reality gap analysis.

What is reality-based testing for complex domains like finance and logistics?▼

Reality-based testing is a validation method that checks system behavior using real-world data and expert knowledge, ensuring software aligns with practical constraints in complex domains like finance, healthcare, and logistics. It moves beyond mere technical compliance.

How do I perform a reality gap analysis on my software?▼

To perform a reality gap analysis, you compare your system's behavior directly against real-world expectations and domain knowledge to identify discrepancies where the software fails to meet practical operational needs. This ensures practical correctness.

Does technical specification compliance guarantee real-world usability?▼

Technical specification compliance does not guarantee real-world usability, because software must also align with actual business processes, user needs, and practical constraints to be viable. Reality validation bridges this gap by assessing practical correctness.

How do I test practical correctness for a financial trading system?▼

Testing practical correctness for a financial trading system involves comparing its trading logic against actual market behaviors, regulatory requirements, and typical investor strategies to ensure it is practically viable and safe. This validates domain-specific rules.

When should I use real-world validation instead of standard testing?▼

You should use real-world validation instead of standard testing when developing software for complex domains where technical correctness is insufficient, ensuring the system aligns with actual business processes and practical constraints. It prevents operational failures.