empirical-validation
Installation
SKILL.md
Empirical Validation
Core Principle
"The code looks correct" is NOT validation.
Every change must be verified with empirical evidence before being marked complete.
Validation Methods by Change Type
| Change Type | Required Validation | Tool |
|---|---|---|
| UI Changes | Screenshot showing expected visual state | browser_subagent |
| API Endpoints | Command showing correct response | run_command |
| Build/Config | Successful build or test output | run_command |
| Data Changes | Query showing expected data state | run_command |
| File Operations | File listing or content verification | run_command |