Skill UI

Run simulated focus groups by leveraging real CRM data to predict how diverse customer segments will react to new messaging, pricing structures, or product concepts. This powerful tool generates structured predictions, including sentiment analysis and key objections, providing directional feedback before committing to expensive live research or campaigns. It bridges the gap between intuition and data-driven strategy.

A comprehensive guide for structuring and writing high-quality AI research manuscripts intended for major academic conferences (e.g., AAAI). It teaches how to structure the first page for maximum impact, clearly state contributions (method, theory, system, etc.), ensure two-column readability, and address ethical limitations to appeal to a broad, non-specialist committee audience.

A comprehensive audit checklist designed to guide authors through the rigorous preparation process for submitting academic manuscripts to Acta Automatica Sinica (AAS). It covers critical steps such as adopting double-blind anonymity, mandatory author commitment forms, ensuring originality, and meeting the high formatting standards required for top-tier publications in control and automation theory.

A comprehensive guide to modeling the entire academic review cycle for major NLP conferences like ACL. It details the stages from initial submission (ARR cycle intake) through peer review, author response, meta-review synthesis, commitment decision, and final venue decision (Main Conference, Findings, or Reject). It also outlines the roles of reviewers, area chairs, and program chairs, providing strategic advice for authors on navigating the complex publication landscape.

A guide for researchers submitting to conferences like ACM Multimedia, detailing how to achieve robust result reproducibility. It covers the necessary steps—including logging code commits, data versions, media preprocessing parameters, and hardware details—to allow independent reviewers to successfully rebuild the reported findings and achieve official reproducibility badges.

This skill guides researchers in pressure-testing the significance and general appeal of a historical project before committing extensive archival time. It helps determine if a topic matters to the broader historical discipline, rather than being merely local or subfield-specific, aligning the work with the standards of flagship academic journals.

This skill provides a rigorous framework for political scientists to pre-test their research projects against the standards of the American Journal of Political Science (AJPS). It evaluates whether a topic has a sharp, generalizable question, demonstrates strong causal identification, provides a substantive theoretical contribution, and fits the appropriate submission type (Article, Research Note, Correspondence). Use this before committing significant time to writing.

This skill guides researchers to pressure-test their anthropological project's suitability for a major journal like American Anthropologist (AA). It emphasizes achieving "four-field reach"—ensuring the findings matter broadly to all subfields (sociocultural, archaeology, biological, linguistic)—rather than being merely novel within a single niche. Use it before committing to fieldwork or writing to assess global impact, theoretical contribution, and ethical rigor.

This guide provides comprehensive strategic advice for authors writing commissioned review articles for the Annual Review of Economics (ARE). It covers essential topics such as scope negotiation with the Editorial Committee, anticipating the rigorous criteria used by expert referees (e.g., completeness, balance, and framework), managing the author-editor relationship, and adhering to strict academic and production deadlines. It ensures the resulting work maintains the highest standards of rigor and scholarly balance.

A comprehensive guide detailing the unique process of proposing a research topic to the Annual Review of Economics (ARE). It explains that ARE operates on a commissioning basis, guiding authors on how to structure a compelling, committee-ready topic pitch—focusing on the organizing spine, required scope, and market rationale—rather than submitting a finished manuscript.

This guide provides comprehensive strategic advice for authors contributing review articles to the Annual Review of Sociology (ARSoc). It covers how to negotiate the scope of the review with the Editorial Committee, anticipate the specific rigor checks performed by academic reviewers (e.g., completeness, balance, framework), and manage the complex production timeline. It is essential for ensuring the manuscript meets the high standards of academic rigor and balance required for top-tier sociological publications.

A comprehensive guide for authors on how to successfully propose or accept an invitation to write a review article for the Annual Review of Sociology (ARSoc). It details the unique commissioning-driven process, outlining what constitutes a Committee-ready topic pitch. Learn how to structure your pitch, including the organizing spine, provisional conclusions, and strategic steps to maximize your chances of being commissioned.