semantic-review-skill

Analyze semantic consistency across specification documents, Gherkin feature files, and implementation code.

1|Updated Feb 19, 2026

Search Tags:#testing #code review #gap analysis #consistency check #specification validation #semantic review

Ready to run

npx skills add https://github.com/neelbauman/claude-skills-repo --skill semantic-review-skill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: semantic-review-skill
Source: https://github.com/neelbauman/claude-skills-repo/tree/main/claude/skills/semantic-review-skill
Command: npx skills add https://github.com/neelbauman/claude-skills-repo --skill semantic-review-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill bridges the gap between your specifications and your code, identifying discrepancies that can lead to bugs, missed requirements, and wasted development time.

Core Features & Use Cases

Detect Missing Implementation: Find requirements in your specs that haven't been coded.
Identify Undocumented Features: Discover code that implements functionality not described in your specs.
Spot Semantic Contradictions: Highlight where specifications and code describe the same thing but conflict.
Use Case: After updating a feature specification, run this skill with the spec, feature files, and implementation code to ensure all changes are reflected accurately and no new inconsistencies have been introduced.

Quick Start

Run a semantic review on the provided specification, feature, and implementation files.

Frequently Asked Questions about semantic-review-skill

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

FAQPage Schema

How do I check if my code matches my specification and Gherkin feature files?▼

To check if your code matches your specification, you perform a semantic consistency review across specification YAML, Gherkin feature files, and implementation code to identify missing implementations, undocumented features, and contradictions.

What is a semantic review for code and specification alignment?▼

A semantic review for specification validation is an analysis that bridges the gap between specs and code, detecting discrepancies in security, data integrity, and core functionality that lead to bugs and missed requirements.

How do I find undocumented features in my implementation code?▼

To find undocumented features, run a semantic consistency analysis against your specification YAML and Gherkin feature files to discover code that implements functionality not described in your specs.

Can I detect missing implementations from my specification YAML?▼

Yes, you can detect missing implementations by analyzing your specification YAML alongside Gherkin feature files and implementation code to find requirements in your specs that have not been coded yet.

What is the best way to spot semantic contradictions between specs and code?▼

The best way to spot semantic contradictions is to run a gap analysis that highlights where specifications and implementation code describe the same functionality but conflict across security and data integrity domains.

Do I need Gherkin feature files to run a specification consistency check?▼

Yes, a semantic consistency check requires specification YAML, Gherkin feature files, and implementation code as input to accurately evaluate alignment and identify missing implementations or undocumented features.