Skill UI

Systematically transforms high-level ideas or goals into a detailed, structured, and executable taskbook designed for AI agents. This process involves deep research, validation against existing codebases, adherence to strict formatting rules, and generating a single, copy-pastable block of instructions for immediate agent execution. It distinguishes between execution and exploration tasks, ensuring all steps are verifiable and anti-cheating measures are included.

This guide provides a structured methodology for authors to articulate the core contribution of their Information Systems (IS) research for top-tier academic journals, such as MIS Quarterly. It ensures that the paper explicitly states the new knowledge produced (e.g., behavioral mechanisms, design principles, economic effects), justifies the manuscript's length, and rigorously connects theoretical advances with practical and societal implications, thereby avoiding claims of being merely 'incremental' or 'technical' exercises.

A comprehensive guide for academic researchers preparing submissions for top-tier Information Systems journals like MIS Quarterly. It helps validate if a research idea is genuinely IT-centric, assigns it to one of the four core IS traditions (Behavioral, Design Science, Economics, Organizational), and selects the optimal manuscript genre to ensure scope and fit for publication.

A comprehensive guide for authors to position their ML systems research by mapping the vast, scattered literature across multiple venues (OSDI, SOSP, NeurIPS, open-source projects). It details how to audit novelty, handle fast-moving advancements, and write a defensible delta statement against both academic and industrial prior work.

A comprehensive guide for authors writing ML systems papers for MLSys. It teaches authors how to structure a technical argument by focusing on a measured bottleneck, naming mechanisms, and structuring the evaluation around research questions. It emphasizes numerical discipline, proper figure usage, and conciseness to fit within conference page limits.

This guide helps researchers determine if their core contribution—a mobile or embedded system, application, or service running on a device—is best suited for the MobiSys conference. It provides detailed criteria for venue selection, distinguishing between contributions for MobiSys, MobiCom, SenSys, NSDI/OSDI, and other related top-tier venues, ensuring authors route their work to the most appropriate academic community.

This framework guides the creation of mandatory STAR Methods, ensuring scientific manuscripts meet the highest standards of transparency and reproducibility. It mandates the systematic inclusion of Key Resources Tables (KRT), detailed resource availability, experimental model specifications, step-by-step methods, and consolidated statistical analysis (QSA). Ideal for researchers needing to structure complex biological or chemical research findings for publication.

A comprehensive guide detailing the high standards required for presenting security evidence at major conferences. It covers methodologies for proving claims—including attacks, defenses, and detection systems—across live internet measurements, controlled testbeds, and emulation. Key requirements include adaptive adversary modeling, rigorous measurement hygiene, and adherence to ethical review protocols to ensure results are reproducible and relevant to real-world networks.

A comprehensive guide for authors targeting top-tier security conferences like NDSS. This skill helps determine manuscript fit, refine the academic framing, strengthen evidence, and understand venue-specific expectations (e.g., realistic attacker models, empirical validation). It serves as a strategic tool for conference submission planning, comparing submissions against related venues like USENIX Security and CCS.

This skill provides a comprehensive guide for authors evaluating whether their plant science manuscript is suitable for New Phytologist. It outlines the journal's specific focus on integrative conceptual advances, requiring studies to connect multiple scales (molecule to ecosystem). Use this tool to frame your work in plant ecology, physiology, or symbiosis, ensuring it meets the journal's high bar for conceptual breadth and robust empirical design.

This tool serves as a comprehensive workflow router for drafting high-impact Earth-system manuscripts targeting Nature Geoscience. It guides researchers through the entire publication cycle—from initial scope assessment and results framing to methods development, figure design, and critical revision. By diagnosing bottlenecks, it determines the optimal, sequential use of specialized academic skills.

This comprehensive guide assists researchers in determining the appropriate scope and venue for their networked systems research. It details the core requirements for top-tier conferences like NSDI, distinguishing between Research, Operational Systems, and Frontiers tracks. Furthermore, it provides critical routing advice for differentiating contributions between related venues such as OSDI, SIGCOMM, and FAST, ensuring the work aligns with the correct technical focus.