Skill UI

This tool serves as an orchestrator for authors preparing submissions to Cognitive Psychology (Elsevier). It guides users through the entire research lifecycle—from initial topic selection and theoretical formalization to study design, data analysis, and open science practices. It emphasizes structuring the contribution as a model-driven, multi-experiment program, ensuring all necessary steps, including code transparency, are addressed.

This tool acts as an orchestrator for academic manuscripts submitted to Conservation Biology. It guides authors through the entire scientific writing lifecycle, helping them determine the appropriate article type (e.g., Review, Essay, Contributed Paper) and the necessary sequence of sub-skills (from study design to data analysis and relevance checks). It ensures the final work has direct, transferable implications for the conservation of biological diversity.

This tool guides researchers in selecting and rigorously stress-testing appropriate methodologies (quantitative, qualitative, or normative) for public administration manuscripts. It ensures methodological alignment with the core research question, providing detailed checks for causal inference techniques (DID, IV, RDD) and qualitative rigor, thereby strengthening the overall academic argument.

A specialized tool designed to guide authors in drafting professional and structured rebuttal letters for academic journals, particularly those in Public Administration. It provides detailed templates and guidance for addressing reviewer comments, focusing specifically on strengthening theoretical frameworks and justifying methodological fits to meet high academic standards.

This router guide is specifically designed for researchers writing manuscripts for Chinese Public Administration journals. It does not replace specialized skills but serves as a comprehensive diagnostic tool, guiding the user through the entire academic writing process—from initial topic selection and literature review, to methodology refinement, policy implication drafting, and handling reviewer rebuttals. It helps pinpoint the current bottleneck in the research pipeline.

A specialized routing tool designed for academic researchers submitting manuscripts to top-tier Computer Science and AI conferences. It helps users navigate complex decision points, such as selecting the best venue (e.g., ICML vs NeurIPS), matching contribution types (theory, system, empirical study), and adhering to specific submission guidelines and review constraints.

Provides guidelines for creating robust, verifiable, and reusable Electronic Design Automation (EDA) artifacts for submission to academic conferences like DAC. The focus shifts from chasing conference badges to ensuring community trust and scientific reproducibility. Key elements include pinning the toolchain, using standard benchmarks, providing clear setup instructions, and archiving the release in a DOI-issuing repository.

A comprehensive guide for establishing research reproducibility in Electronic Design Automation (EDA). It details best practices for pinning benchmark suites, disclosing specific tool versions (open/commercial), documenting technology nodes (PDKs), and handling stochastic data flows (seeds, variance). Essential for ensuring that semiconductor design claims and ML-for-EDA results are credible and verifiable by the academic community.

This tool serves as the comprehensive orchestrator for manuscripts submitted to Demography (PAA). It guides authors through the entire population science publishing lifecycle. By assessing the manuscript's current stage (e.g., topic selection, research design, data analysis, rebuttal) and determining the appropriate article type (Research Article, Note, or Commentary), it routes the user to the next specialized skill or writing phase required for successful submission.

A comprehensive planning tool for developmental psychology researchers designing studies that must support a claim of change. It systematically guides users through critical methodological issues, including addressing age vs. cohort confounds, planning for measurement invariance across ages, handling attrition, and properly justifying sample size for growth slopes. Essential for strengthening the pre-analysis plan of longitudinal and cross-sectional designs.

This tool acts as an orchestrator for Developmental Psychology submissions, guiding authors through the entire academic writing lifecycle. It helps users systematize their work from initial conceptualization and defining developmental claims (age effects, within-person change) to selecting the appropriate design (cross-sectional, longitudinal, micro-genetic), conducting rigorous analysis, and fulfilling modern standards like APA 7th and Transparency and Openness Promotion (TOP). It maps the full journey from idea to rebuttal.

A comprehensive skill tool designed to guide authors on submitting manuscripts to *Economic Perspectives*. It helps users evaluate if their work meets the journal's high standards for theoretical depth, economic mechanism explanation, and scholarly rigor. It covers structure, scope, and common rejection pitfalls, serving as a pre-submission quality check.