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Development

Detects and reports technical debt including TODO comments, duplicate code, unused imports, long functions, deep nesting, magic numbers, and outdated dependencies. Generates a prioritized report to help developers improve code quality and maintainability.

Development

Provides patterns for Spring Data JPA repositories, entity relationships, queries, pagination, auditing, and transactions.

Development

Generate structured Product Requirements Documents (PRDs) for new features. It asks clarifying questions to define scope, then produces a detailed markdown document with goals, user stories, and acceptance criteria. Use it when planning a feature or when asked to create a PRD.

Development

Review an open PR as a strict maintainer: checkout code, fix issues, push changes, and post a structured verdict comment for merging or closing.

Development

Guidance for an AI code review agent reviewing the Traefik Proxy Go codebase, covering security, correctness, breaking changes, performance, and maintainability.

Development

Pairs a remote AI agent with your browser. Generates a setup key and credentials for scoped browsing.

Development

Upgrade Python dependencies using uv, then run post-upgrade checks to ensure nothing is broken.

Development

Use for HTML/CSS layout, responsive behavior, and UI styling on the NestMind site, following the Zed-inspired design system.

Development

Master modern Java 21+ features with virtual threads, pattern matching, and Spring Boot 3.x.

Development

Complete guide for application, script, error, and request logging with best practices and configuration.

Development

Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.

Development

Routes audit requests to the right /nitpicker command. Use to run hostile audit commands or ask what audit commands are available.