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validate-domain-hints

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Ensure clean test data extraction.

Software Engineering#code quality#testing#data validation#regression testing#parser#domain hints
Authorkubrickcode
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automatically validates the quality of extracted "DomainHints" from test suites, ensuring the data is clean, relevant, and free from noise or statistical anomalies that could degrade AI classification.

Core Features & Use Cases

  • Noise Detection: Identifies and flags common noise patterns (e.g., empty strings, parser artifacts, meaningless tokens) in extracted hints.
  • Statistical Analysis: Compares extraction metrics (NULL ratio, import/call counts) against established baselines for various frameworks.
  • Regression Testing: Catches unexpected changes in extraction quality over time.
  • Use Case: Before merging a new parser version, run this Skill to confirm that the DomainHints extracted from integration test repositories are accurate and don't contain common errors like . or fn.

Quick Start

Run the validate-domain-hints skill to perform a full validation on all integration test repositories.

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: validate-domain-hints
Download link: https://github.com/kubrickcode/specvital/archive/main.zip#validate-domain-hints

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