How does the adaptive effort scaling work?

The skill adjusts review depth based on change risk, offering 'quick' mode for minor fixes and 'deep' mode for complex features or architectural refactors.

Can it check for UI and styling issues?

In Deep Mode, it utilizes agent-browser to verify layout responsiveness and scans for hardcoded colors to ensure design system compliance.

Does this skill run actual unit tests?

Yes, it can execute npm test suites, build commands, and type-checks to ensure your code is fully functional and regression-free.

What security checks are included?

The review scans for sensitive information, hardcoded secrets, 'any' types, missing error handling, and common code hygiene issues like debug logs.

Adaptive Code Reviewer

Name: Adaptive Code Reviewer
Author: djnsty23

bydjnsty23

•

Seguridad y Pruebas

Performs multi-layered code quality checks and security scans with adaptive effort scaling to ensure production-ready commits.

The Adaptive Code Reviewer skill automates the validation process within Claude Code by scaling its scrutiny based on the complexity of changes. From quick type-checks for minor fixes to a rigorous 7-step deep verification for major features, it ensures code meets senior-level standards. It integrates build validation, type safety, automated test execution, security scanning for hardcoded secrets, and UI visual testing to catch regressions and hygiene issues before they reach production.

Características Principales

01Full integration with build tools, linters, and test suites

02Automated UI quality scanning and visual responsiveness checks

032 GitHub stars

04Security and hygiene audits for secrets, logs, and error handling

05Adaptive effort scaling (Quick, Default, and Deep modes)

06Rigorous 7-step verification for mission-critical features

Casos de Uso

01Performing deep architectural reviews before shipping major feature updates

02Ensuring UI components maintain design system standards and mobile responsiveness

03Verifying minor fixes and one-liners with rapid build and type-check cycles

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add djnsty23/claude-auto-dev review

For use in Claude.ai and ChatGPT

Download Skill