Does it automatically modify my source code?

No, the skill is designed for discovery and documentation. It generates reports and updates governance files in your repository rather than refactoring code directly.

How does it detect standards without a configuration file?

The skill performs implicit analysis by scanning your source files and parsing Abstract Syntax Trees (AST) to calculate statistical patterns for naming, imports, and function styles with high confidence levels.

Where does it store the generated analysis?

Analysis reports and official standards are stored within the .specweave/docs/internal/governance/ directory to keep documentation close to the code.

Can this skill help with security audits?

Yes, it identifies critical anti-patterns such as hardcoded secrets, SQL injection risks, and missing error handling patterns during the analysis phase.

Which programming languages are supported?

It supports a wide range of languages including TypeScript, JavaScript, Python, Java, Go, C#, and Rust, as well as frameworks like React, Angular, and Vue.

Code Standards Analyzer

Name: Code Standards Analyzer
Author: anton-abyzov

byanton-abyzov

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Learning & Documentation

Automatically discovers, documents, and audits codebase conventions to ensure consistency and high quality across development projects.

Code Standards Analyzer is an evidence-based tool that bridges the gap between how code is actually written and how it is documented. By analyzing both explicit configuration files (ESLint, Prettier, TypeScript) and implicit coding patterns (naming conventions, import styles, error handling), it generates comprehensive governance documentation that reflects the reality of your codebase. It is an essential skill for onboarding new developers to brownfield projects, conducting standards audits, and maintaining a living record of project-specific best practices and anti-patterns without manual documentation overhead.

Key Features

01Automated anti-pattern and security vulnerability scanning

0213 GitHub stars

03Explicit configuration discovery for ESLint, Prettier, and TypeScript

04Evidence-based documentation generation with confidence levels

05Implicit pattern detection using statistical analysis of existing code

06Standards drift detection between declared rules and actual implementation

Use Cases

01Onboarding developers to legacy or complex brownfield projects

02Maintaining living documentation that evolves with the codebase

03Automating standards audits to ensure codebase consistency

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anton-abyzov/specweave code-standards-analyzer

For use in Claude.ai and ChatGPT

Download Skill