Skill UI

A comprehensive strategy for regression testing in AI-assisted development. It focuses on identifying systematic blind spots, such as schema inconsistencies between sandbox and production paths, and integrating automated bug checks into the development workflow. This guide teaches how to build robust, database-free API tests to ensure code quality when AI models contribute to the codebase.

A sophisticated multi-agent development harness inspired by GANs. It separates product planning, code generation, and rigorous evaluation into three distinct agents (Planner, Generator, Evaluator). This creates an adversarial feedback loop, allowing projects to iteratively reach professional, production-grade quality far beyond what a single-agent workflow can achieve. Ideal for complex, full-stack applications.

This guide details the dual-track process after accepting a conference paper: the technical publication track (involving deanonymization, minor changes, and ACM production mechanics like TAPS and e-rights) and the conference presentation logistics. It serves as a comprehensive checklist for authors managing the transition from acceptance to final output.

A comprehensive guide for authors submitting to top-tier computer vision conferences (like ICCV). It details the new single-deadline workflow, emphasizing the parallel production of code and videos. Learn how to structure supplementary materials for maximum reviewer impact, including detailed ablation studies, failure mode galleries, and maintaining strict double-blind anonymity in the archive.

A comprehensive project management guide designed for managing high-stakes scientific conference submissions (e.g., INTERSPEECH). It maps the rigorous annual cycle, from initial drafting and submission deadlines to camera-ready production and final conference presentation. The guide outlines specific milestones, roles, risk patterns, and backward planning techniques to ensure timely and high-quality project completion.

A comprehensive guide detailing the end-to-end lifecycle for submitting a research paper to the PLDI conference. It covers planning, from initial development (12+ weeks out) through the November deadline, the critical February response window, artifact evaluation, camera-ready production, and the final June conference talk. This workflow helps manage the long tail of academic publishing.

This skill serves as a comprehensive router for developing academic manuscripts in Production and Operations Management (POM). It does not replace specialized skills but guides users through the entire scholarly process—from initial topic selection and theoretical modeling to data analysis, contribution framing, polishing, and submission. It ensures users maintain structural integrity and identify the correct next specialized skill to invoke, guiding the research journey from concept to publication.

This comprehensive guide manages the end-to-end project lifecycle for submitting a systems paper to the UIST conference. It structures the demanding timeline, detailing milestones from abstract submission and hardware development to video production, rebuttal, and final camera-ready submission, while also providing crucial risk mitigation strategies.

A comprehensive guide detailing the workflow for converting an accepted academic manuscript into its final, archival format for major digital libraries (e.g., ACM Digital Library). It covers critical steps including completing e-rights forms, de-anonymizing content, verifying CCS concepts and keywords, managing metadata, and troubleshooting common production pitfalls to ensure successful publication.

This tool allows users to retrieve the complete, up-to-date metadata and audio URL for a specific music production ID. It is essential for checking the current processing status, such as whether stems, MIDI, or mastering have been successfully generated, ensuring the user has the latest information before proceeding to the next workflow step.

Provides a comprehensive setup for Playwright End-to-End (E2E) testing. This skill automatically analyzes your project structure (framework detection, TypeScript/JavaScript) and generates all necessary files: the core playwright.config.ts, standardized folder structure, initial test examples, and full CI/CD workflows (GitHub Actions/GitLab). It ensures your testing environment is production-ready, supporting modern frameworks like Next.js, React, Vue, and Angular.

A comprehensive guide and workflow tool for converting high-fidelity visual designs from Stitch into production-grade, component-based dashboards. Targets the modern stack including React 18, Vite, TypeScript, and TanStack Query. It integrates design tokens from DESIGN.md for styling consistency, supports complex data visualization, and includes patterns for Web3 integration (ethers/viem) for reading on-chain data.