Skill UI

This guide provides comprehensive guidelines for advanced statistical and qualitative data analysis in Human Resource Management (HRM) research. It details the rigorous application of methods like Multilevel Modeling (HLM), Structural Equation Modeling (SEM), mediation testing, and fixed-effects models. It emphasizes methodological rigor, transparency, addressing endogeneity, and reporting effect sizes to ensure publication-quality empirical findings.

This skill guides researchers through the rigorous process of stress-testing research questions for top-tier Human Resource Management (HRM) journals. It emphasizes that a viable topic must pass two critical gates: 1) Scholarly Advance (contributing theory, empirical, or methodologically), and 2) Practical Significance (offering clear implications for workforce policy or HRM practice). It helps researchers refine their focus to ensure the work is systemic and actionable, rather than merely descriptive.

This skill acts as a workflow router for writing academic papers for the journal 'China Rural Economy'. It does not replace specialized skills but guides the user through the entire manuscript process—from topic formulation and literature review to causal identification, mechanism testing, and handling reviewer comments (R&R). It ensures the structural and methodological completeness of the research article.

This guide provides a comprehensive framework for stress-testing Machine Learning experimental evidence before submission or rebuttal. It covers critical areas such as establishing strong baselines, conducting mechanism-isolating ablations, reporting variance, checking for data leakage, and disclosing compute costs. Use this to ensure your ML claims are scientifically sound, robust, and fair against rigorous academic scrutiny.

A comprehensive tool designed to help authors assess the suitability and optimal framing of their manuscripts for the IEEE/ACM International Conference on Automated Software Engineering (ASE). It guides the structuring of contributions, required evidence (runnable artifacts, benchmarks), and positioning relative to core SE concepts like program analysis, testing, and AI-assisted development. Use this guide to strategize conference submissions and strengthen the academic narrative.

A comprehensive toolkit designed for international macroeconomics research, ensuring that headline estimates are stable and reliable. It systematically tests the robustness of findings against common methodological threats, such as leaving out individual countries, changing sample periods, controlling for global common shocks, or varying estimation specifications. Essential for submitting high-impact academic papers.

This guide helps authors strategically position their computer science manuscript for the International Conference on Theory and Applications of Satisfiability Testing (SAT). It covers core topics including MaxSAT, SMT interfaces, and proof complexity, advising on necessary evidence, proper framing, and aligning the contribution with the specific requirements of this highly specialized venue.

This comprehensive guide outlines best practices for designing, evaluating, and reporting experimental results in speech processing research (ASR, TTS, Speaker Verification, etc.). It details required metrics (WER, MOS, EER), establishing robust baselines, conducting significance testing (bootstrap, CI), and ensuring comprehensive condition coverage (speakers, noise, languages) to enhance the scientific rigor of academic submissions.

This skill guides researchers through a rigorous process of evaluating whether an International Relations (IR) project meets the standards of top-tier academic journals. It helps ensure the research focuses on generalizable theories of international politics, where international or cross-border phenomena are major causes or effects, rather than limited case studies or domestic political descriptions. Use this before committing to deep research or writing.

A comprehensive guide for authors submitting papers to the IROS conference. It details critical formatting rules, including page limits (references counted in), double-anonymous requirements, video specifications (60s/10MB), and procedural traps (PIN collection, compliance testing). Essential for ensuring submission acceptance in major robotics venues.

This skill provides a framework to organize and structurally review readiness evidence for major international standards, including ISO 13485 (Medical Devices), ISO 17025 (Testing Labs), and ISO 15189 (Medical Labs). It helps users define the scope, manage controlled documents, establish traceability, and compile preparatory material for substantive human expert review. It is explicitly a preparation tool, not an audit, certification, or legal determination system.

A guide for authors submitting research in software testing and analysis. It teaches how to structure the related work section to clearly demonstrate novelty and technical positioning. Authors must frame their contribution using a 'delta-first' approach, explicitly stating what the nearest existing technique lacks and how their work fills that gap, while also being vigilant about venue attribution and overlapping prior work.