Skill UI

This skill executes the final two phases of the SPARC methodology: Refinement and Completion. It systematically reviews the implemented feature through rigorous code reviews, expands test coverage (unit, integration, edge cases), validates performance, generates a traceability matrix, creates comprehensive documentation, and confirms deployment readiness. It ensures the feature is robust, tested, and production-ready.

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 authors on optimizing manuscripts for the ACM SIGPLAN International Conference on Functional Programming (ICFP). It helps assess the technical depth, scope fit, and required evidence (e.g., type systems, semantics, compilers) needed to successfully position a functional programming paper for this top-tier venue. Use it for pre-submission refinement, framing, and strategic planning.

This skill acts as a workflow router, guiding researchers through the entire manuscript lifecycle for submissions to American Economic Journal: Microeconomics (AEJ: Micro). It does not write the paper, but diagnoses the current bottleneck—whether it's topic selection, model refinement, empirical testing, or rebuttal strategy—and specifies which specialized aejmic-* sub-skill to invoke next, ensuring the paper aligns with the specific requirements of AEJ: Micro. Triggered when users are unsure what step to take next, or when revising based on reviewer comments.

This tool acts as a comprehensive router, guiding users through the specific stages of writing a short-format manuscript for American Economic Review: Insights (AER: Insights). It helps structure the process from initial topic selection and identifying a single core insight, through literature positioning, model refinement, and final submission/rebuttal preparation, ensuring compliance with strict length and scope requirements.

This skill guides the polishing and refinement of academic manuscripts specifically for submission to the American Journal of Political Science (AJPS). It ensures the paper adheres to strict academic standards, such as APSA or Chicago style, manages stringent word counts (e.g., Abstract <= 150 words, Article <= 10,000 words), and maintains full anonymity for double-blind review. It focuses on tightening the prose, front-loading the core contribution, and optimizing the overall structure without generating new content.

This skill provides a comprehensive fit assessment and checklist for clinical research targeting The American Journal of Gastroenterology. It guides authors on required evidence levels, reporting standards (e.g., CONSORT, STROBE), structuring the manuscript, and ensuring the study has clear, practice-relevant clinical implications for GI/Hepatology practitioners. It serves as a crucial pre-submission refinement aid.

A specialized tool for polishing pure mathematics manuscripts, designed to enhance the rigor and overall flow of academic writing. It guides authors to eliminate soft language (e.g., "clearly," "obviously"), ensure precise quantification, explicitly state constant dependencies, and structure hypotheses meticulously. Ideal for late-stage proof refinement before journal submission.

This guide serves as a comprehensive router for authors preparing an invited review article for the Annual Review of Psychology (ARPsych). It outlines the systematic, multi-stage process, guiding authors through topic selection, literature synthesis, framework development, writing style refinement, and final submission/revision, ensuring the final piece is authoritative and comprehensive.

This tool serves as the central workflow router for manuscripts targeting the British Journal of Political Science (BJPS). It guides the user through the entire academic writing and submission lifecycle, from initial topic selection and literature positioning to rigorous data analysis, writing style refinement, and final submission/rebuttal. It diagnoses the appropriate format (Article, Letter, Comment) and the next required skill stage, ensuring the research meets the journal's requirement for broad, general interest in political science.

This skill guides the refinement of academic manuscripts for submission to the British Journal of Political Science (BJPS). It ensures the prose is accessible to a broad, international political science audience, enforces Cambridge's Harvard author-date citation style, and strictly adheres to specified word caps (e.g., $\le 150$-word abstracts). Use this skill when drafting introductions, tightening arguments, or formatting the final submission to maximize clarity and professional impact.

This skill guides the polishing and structural refinement of academic accounting manuscripts, specifically for Contemporary Accounting Research (CAR) journal submissions. It ensures the abstract is concise (≤300 words) and comprehensive, enforces front-loading of the research question and findings, and mandates strict consistency checks between constructs, proxies, and variables. It also ensures adherence to specific academic formatting rules, such as footnotes and author-date referencing.