Skill UI

This tool orchestrates the end-to-end process of building a brand-new feature. It automates the entire lifecycle, including initial research, planning, Test-Driven Development (TDD) implementation, code review, and gated commit. Use this when adding a capability that does not currently exist in the system.

This skill orchestrates complex, behavior-preserving code refactoring. It is designed to improve code structure—such as extracting modules, eliminating duplication, or reducing nesting—without changing the core functionality. The process follows a rigorous, multi-phase gate system, ensuring existing tests remain green throughout the entire development lifecycle, culminating in a behavior-neutral commit.

This optimizer guides the acceleration of complex, multi-stage processes, such as CI/CD pipelines, large-scale refactoring, or data validation. It instructs users to decompose large tasks into independent execution lanes, build a dependency graph, batch read/check operations, and manage writes with strict isolation to maximize speed without sacrificing correctness. Ideal for optimizing development workflows and testing cycles.

A comprehensive guide to architectural patterns for building scalable, production-ready backend services using Java and Spring Boot. Covers essential topics including RESTful API design, layered architecture (Controller, Service, Repository), data persistence (JPA), caching, asynchronous processing, robust error handling, and middleware filtering.

This workflow guides developers through Test-Driven Development (TDD) principles. It mandates writing tests (unit, integration, E2E) before writing implementation code, ensuring minimum 80% test coverage. The structured process (Red -> Green -> Refactor) guarantees robust code quality, effective bug fixing, and safe feature addition, while integrating Git checkpoint commits for full traceability.

This tool automatically converts design screenshots or visual exports into structured, functional Vue 3 Composition API components. It supports popular UI libraries like Vant, Element Plus, and Ant Design Vue. By batch converting screenshots, it streamlines the development process from raw design assets to reusable, production-ready code, significantly boosting frontend development efficiency.

This tool allows users to export comprehensive marketing data—including KPIs, contact records, campaign results, and performance snapshots—to external data stores. It supports integration with BigQuery for advanced data warehousing, Google Sheets for stakeholder collaboration, and Supabase for custom application development. The process includes mandatory PII handling, schema transformation, and detailed execution summaries to ensure compliance and data integrity for downstream analytics and reporting.

This tool serves as an orchestrator for manuscripts submitted to the Annals of the AAG. It guides authors through the complex submission process by helping define the appropriate academic area (e.g., Human Geography, Physical Geography), the article format (Article, Commentary), and the sequential developmental stages—from topic selection and theory building to data analysis and final submission. It ensures the work is framed legitimately as *geography*.

This guide outlines the strategic process for developing a scholarly review article after receiving an invitation. It details how to align the full review's scope with the editor, manage the co-development relationship, and anticipate the specific critical questions posed by Annals referees, ensuring the article maintains a strong framework and critical attitude.

Designed for advanced academic reviews, this framework guides the development of a unifying 'spine' that transcends simple literature summaries. It forces the writer to impose a novel organizational logic—such as a typology, process model, or integrating construct—thereby achieving genuine theory advancement and defining the field's future research agenda. Use this when the draft reads like a disconnected list of papers.

A comprehensive guide detailing the unique, two-step submission process for The Academy of Management Annals. It outlines the distinct stages: the double-blind proposal stage reviewed by Associate Editors, and the later, editor-only invited full-review development. This guide helps authors plan realistic timelines, understand the required discipline, and navigate the academic publishing cadence.

This comprehensive workflow acts as a systematic router for authors writing empirical management papers for the Academy of Management Journal (AMJ). It guides users through the entire research lifecycle—from initial topic selection and theory development, through rigorous methodology and data analysis, to refining writing style, and finally managing the submission and rebuttal process. It ensures the manuscript meets the high standards of theoretical and empirical contribution required by top-tier academic journals.