Skill UI

This engine serves as a shared, comprehensive orchestration layer for the entire development lifecycle (orch-* skills). It defines a rigorous, gated pipeline—including Research, Plan, TDD Implementation, Review, and Commit—ensuring consistency regardless of the specific operation (e.g., feature addition, defect fixing). It also includes a size classifier to accurately scope the required effort and gates for mandatory human review.

This guide teaches researchers how to rigorously assess a topic's geographic significance and determine its optimal fit within the Annals of the American Association of Geographers (AAG). It implements a two-part fit test—ensuring the argument is fundamentally geographic (space/place/scale are load-bearing) and possesses sufficient reach to interest neighboring subfields. It guides authors in choosing the correct area (e.g., Human, Physical, Methods) and appropriate journal venue (Annals vs. specialty). Use this when defining a project scope, overcoming reviewer critiques, or deciding wher...

A comprehensive guide for positioning AI/ML manuscripts for top-tier general AI conferences like AAAI. It helps authors refine their scope, frame their contribution, provide necessary evidence (e.g., ablations, baselines), and strategically compare their work against related research and similar venues (ICML, IJCAI). Ideal for pre-submission manuscript refinement.

This skill guides researchers to determine if their topic fits the scope of Acta Automatica Sinica (AAS). It provides detailed boundaries for control theory, pattern recognition, robotics, and smart systems, helping authors distinguish their contribution from pure algorithms or system software, and advising on appropriate article type (Review/Paper/Short) to avoid initial rejection.

This skill is a specialized tool designed for scholars to assess the suitability and scope of their academic review article against the rigorous standards of top-tier management journals, such as Academy of Management Annals (AMA). It helps determine if a manuscript is merely a summary, or if it possesses the necessary synthesis, new organizing framework, and credible future research agenda required for publication in a highly selective venue.

This skill guides users through the process of assessing if their academic manuscript aligns with the scope and standards of *Accounting and Economics Research*. It covers journal positioning, required structure (abstract, citations), methodological rigor, and common pitfalls, helping researchers optimize their writing for specific academic venues.

This skill helps researchers determine if their accounting manuscript aligns with the scope, theoretical depth, and interpretive focus of Accounting, Organizations and Society (AOS). It provides guidance on framing, methodology, and potential rejection risks, guiding authors toward critical, behavioral, or historical accounting research.

A comprehensive guide for NLP researchers on strategically positioning their work before writing. It teaches how to determine the core linguistic contribution, select the optimal academic venue (ACL, EMNLP, etc.), manage the scope (long vs. short papers), and align the research focus with specific conference themes and review expectations, maximizing publication impact.

This guide helps researchers strategically position their manuscripts for top-tier venues like ACM DIS. It provides deep insight into the required scope, contribution types (e.g., design artifacts, methods, theory), evidence standards (e.g., controlled study, field deployment), and necessary framing adjustments to ensure the work aligns perfectly with the conference's community expectations. Use this tool for venue selection, manuscript re-framing, and submission strategy.

A specialized guide for authors targeting the ACM Conference on Fairness, Accountability, and Transparency (FAccT). It helps authors strategically frame their responsible AI research, ensuring claims are rigorously grounded in both technical measurement and social context. Covers necessary evidence bars, scope calibration, and submission best practices for this niche venue.

This skill guides authors on positioning their manuscript for the ACM/IEEE International Conference on Human-Robot Interaction (HRI). It helps determine if the work fits the venue, how to re-frame the narrative, and what evidence (user studies, interaction contribution) is expected by HRI reviewers. Ideal for pre-submission strategy and scope calibration in human-robot interaction research.

This skill guides authors on positioning their research for the ACM International Conference on Tangible, Embedded, and Embodied Interaction (TEI). It functions as a venue-selection and re-framing tool, helping authors structure manuscripts (moving from general CS/journal style to a specialized tangible interaction narrative). It covers scope fit, evidence requirements, and distinguishing TEI from similar HCI conferences.