Skill UI

A comprehensive guide for analyzing and reporting longitudinal data in Developmental Psychology manuscripts, ensuring compliance with high academic standards. It emphasizes modeling developmental change (e.g., growth curves, multilevel models, SEM), establishing measurement invariance (configural, metric, scalar) before interpretation, and rigorously reporting effect sizes and confidence intervals (CIs) using JARS guidelines. It guides the distinction between confirmatory and exploratory findings.

This guide helps researchers structure developmental psychology manuscripts by emphasizing the 'theory of change.' It teaches how to articulate age-graded, directional hypotheses by first stating the underlying developmental mechanism (e.g., maturation, scaffolding) and the predicted form of change (e.g., age main effect, growth curve). It is crucial for maintaining methodological rigor and separating confirmatory from exploratory claims, aligning with JARS reporting standards.

This guide outlines rigorous standards for incorporating theoretical and quantitative models into economic policy manuscripts. It emphasizes that models must be minimal, transparent, and directly bear policy weight—converting estimates into statements about welfare, fiscal costs, or clear mechanisms. It teaches how to design models that pass 'the necessity test,' ensuring policymakers can trace headline numbers directly back to key, identifiable assumptions.

This advanced routing skill guides researchers through the complex process of submitting manuscripts in agriculture, environment, and earth science. It does not replace a single journal profile, but rather classifies the work by sub-field, contribution type, and evidence shape. By evaluating pre-routing gates (e.g., evidence strength, scale match), it determines the best specialist venue for re-framing and submission.

This guide provides rigorous standards for developing figures and tables in Earth and Planetary Science Letters (EPSL). It emphasizes making complex scientific arguments legible to a cross-disciplinary audience by mandating visible uncertainty (error ellipses, error bars), providing spatial context, and adhering to strict sub-field conventions (e.g., MSWD, depth scales). It teaches how to structure exhibits so that figures carry the argument, while detailed data resides in the supplementary material.

A comprehensive guide for managing large-scale academic conference submissions, specifically tailored for the EuroSys cycle. It provides detailed backward planning from deadlines, covering artifact preparation, navigating submission gates, and handling post-review outcomes (Accept/Revise/Reject) to ensure a smooth end-to-end publication process.

This skill provides a comprehensive guide for authors targeting the high-level academic journal, *Finance and Trade Economics*. It helps users assess if their manuscript's scope, methodology, and core contribution align with the journal's specific focus areas (e.g., fiscal policy, budget governance, international trade). It outlines strict submission formats, common rejection pitfalls, and alternative journal suggestions, ensuring academic rigor and proper positioning.

A comprehensive guide for enhancing existing agentic web applications built on the CopilotKit frontend and Microsoft Agent Framework running on Azure AI Foundry. Covers advanced topics such as adding and gating agent tools, implementing human-in-the-loop (HITL) approvals, managing shared state, debugging event streams, and safely deploying agent updates. This skill is for maintenance and extension, not for initial project scaffolding.

A comprehensive guide for authors submitting to top-tier Software Engineering (SE) conferences (like FSE, ICSE). It details how to structure the Related Work section by focusing on the 'delta'—the unique difference—between your work and prior art. It emphasizes covering the full SE literature landscape, maintaining anonymity, and correctly declaring overlaps with concurrent or prior versions.

This guide helps researchers elevate local, sub-field specific findings into global-scale scientific contributions. It teaches how to structure a manuscript by anchoring the work on driver-response literature, speaking across different Earth systems (e.g., terrestrial and marine), and engaging with major synthesis meta-analyses. Use this when your work needs to prove broader applicability beyond its initial data collection site.

This comprehensive guide provides a structured strategy for handling major scientific manuscript revisions and writing professional rebuttal letters. It instructs authors on how to systematically address every reviewer concern—especially regarding mechanism, scale, uncertainty, and reproducibility—while ensuring the revised manuscript remains perfectly synchronized with the archived data and code.

This guide provides methodological rigor for designing studies—including manipulative experiments, observational gradient analyses, and process modeling—in the context of global change biology. It helps researchers anticipate and address critical reviewer concerns regarding scale, replication, confounding factors, and the limits of causal inference, ensuring the design can support strong claims of driver-to-response relationships.