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Empirical Validation

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Prove it works, don't just say it.

Software Engineering#code quality#testing#validation#verification#task completion#empirical evidence
Author0futuresystems
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures that all changes are verified with concrete evidence before being marked as complete, preventing "trust me, it works" scenarios and improving code quality.

Core Features & Use Cases

  • Mandatory Verification: Enforces empirical proof for all task completions.
  • Method Guidance: Provides specific validation methods based on change type (UI, API, Build, Data, File Ops).
  • Use Case: After updating an API endpoint, you must use run_command to show the correct JSON response, not just state that the endpoint works. For UI changes, a screenshot from browser_subagent is required.

Quick Start

Use the empirical validation skill to verify the successful execution of the provided command.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: Empirical Validation
Download link: https://github.com/0futuresystems/future-water-systems/archive/main.zip#empirical-validation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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