Skill UI

A comprehensive guide designed to help researchers rigorously assess whether their academic manuscript’s core causality relies on international or open-economy dimensions. It provides clear criteria and decision trees to determine if a paper is genuinely suited for top-tier world economy journals, or if it should be redirected to specialized domestic economics publications.

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 comprehensive guide assists authors in determining if their molecular biology manuscript is optimally suited for Molecular Cell. It scrutinizes the necessary depth of mechanistic resolution, the required structural or biochemical evidence, and adherence to rigorous academic standards. It covers journal positioning, scope fitting (e.g., transcription, chromatin), and mandatory methodological components like STAR Methods and data deposition, ensuring authors meet the journal's high expectations.

A comprehensive guide and tool to upgrade legacy PowerShell Pester test suites across major versions (v3→v4, v4→v5, v5→v6). It covers structural changes, syntax updates, and breaking changes related to the Discovery/Run model, mock handling, and configuration updates. Use this when modernizing or fixing broken tests after Pester version bumps.

A comprehensive guide and skill for modernizing Pester test suites. It converts classic Pester v5 assertion syntax (e.g., `Should -Be`) to the new Pester v6 `Should-*` hyphenated operators. Use this when updating an existing test suite to Pester v6 or when manual migration is required, ensuring tests remain functional while adopting modern standards.

This guide provides best practices for designing and auditing academic evaluations of programming language features and compilers, following standards used in venues like PLDI. It covers selecting defensible benchmark suites, establishing strong baselines, performing targeted ablations, and measuring multiple performance metrics (runtime, compile time, memory) to ensure research claims are reproducible and scientifically sound.

This guide helps researchers determine if their academic project is best suited for Quantitative Economics (QE) among top economic journals. It provides a structured fit test, guiding users to sharpen the substantive economic question and confirm that the quantitative method is necessary—not merely decorative—to answer it. It helps situate research by comparing QE against pure theory and method-first outlets.

A comprehensive framework designed for rigorous academic research, ensuring that primary findings remain stable across various methodological choices. It systematically tests the robustness of estimates against potential weaknesses in specification, sample selection, measurement, identification, and inference. This suite defends the headline result against skeptical scrutiny, which is crucial for publication in top-tier economics journals.

A comprehensive guide for executing and stress-testing empirical analyses in Industrial Organization (IO). It covers structural and reduced-form model diagnostics, advanced inference techniques (e.g., wild-cluster bootstrap), counterfactual validation, and meeting the rigorous robustness standards demanded by top-tier academic journals. Focuses on methodology, not study design.

This guide helps researchers evaluate the scope and general significance of their theoretical computer science work. It introduces the 'breadth test' (corridor, lineage, technique) and a detailed routing map to advise whether the paper is best suited for a flagship, broad-scope venue like STOC, or a more specialized conference (e.g., SODA, ITCS, CCC). It provides a structured decision procedure for optimizing academic publication success.

This tool helps authors determine if their food science work is best suited for a critical review or trend analysis within the scope of this specific journal. It guides authors to focus on synthesizing existing literature, identifying research gaps, and charting future directions, rather than presenting original primary experimental data.