Skill UI

This guide assists academic writers in selecting, deploying, and making theoretical frameworks an active instrument within essays. It teaches how to move beyond mere jargon-dumping, ensuring that concepts (such as psychoanalysis, deconstruction, or ecocriticism) genuinely contribute to a claim about the object under study. It clarifies the crucial distinction between theorizing, applying theory, and merely citing it.

This guide provides rigorous methodology for authors to structure the policy and institutional background section of empirical economic manuscripts. Highlighting the journal's reliance on verifiable details (exact file names, dates, implementation rules), it teaches how to connect policy context directly to quasi-experimental identification strategies (like DID and event-study), ensuring the validity of causal claims and preventing common desk-reject issues.

A comprehensive guide for finalizing empirical tables and figures for high-level academic journals. It mandates moving beyond mere statistical significance by requiring deep economic interpretation (magnitude analysis). Covers three-line table conventions, proper event-study plot construction (CI and time markers), and precise variable sourcing (formula and database name) to ensure publication readiness.

A comprehensive guide for designing rigorous, multi-experiment cognitive psychology studies. This framework ensures that experiments are engineered to discriminate between competing theoretical models by tightly controlling confounds, optimizing stimulus construction, and providing adequate power for the critical contrast, rather than just the main effect. It guides the entire planning process from hypothesis formulation to pre-data lockdown.

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 skill helps authors strategically decide the optimal venue for their Language Model research. It provides the critical "object-of-study test" to determine if the LM itself is the subject of the study, or merely a tool for a task. Furthermore, it guides routing against top-tier NLP/AI conferences (ACL, NeurIPS, ICLR, etc.), helping authors target the right audience and maximizing submission chances.

This skill serves as the central orchestrator for Communication Research (CR) manuscripts. It guides users through the entire academic publishing lifecycle, assessing whether a manuscript is quantitative, theory-driven, and methodologically sound. It routes the user to the appropriate specialized sub-skill (e.g., design, analysis, theory-building) based on the study type (experiment, survey, content analysis) and the current stage of the research process.

This guide provides a framework for rigorously defending the methodological design of scientific manuscripts in conservation biology. It covers advanced topics including detection modeling (occupancy, capture-recapture), addressing spatial structure and pseudoreplication, quasi-experimental designs (BACI, difference-in-differences), and systematic review protocols (PRISMA). The goal is to ensure that the evidence presented directly and credibly supports transferable, decision-relevant conservation conclusions.

This guide helps authors rigorously assess whether their scientific research meets the high standards of *Conservation Biology*. It provides a framework to test if a study is novel, transferable, and directly relevant to global biodiversity conservation decisions, moving beyond simple local descriptions. It helps structure the scope, choose the appropriate article type, and frame the core conservation problem.

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.

Provides a comprehensive framework for defending the methodological rigor of comparative social science research. This skill guides users through establishing comparative leverage, whether in cross-national panel data, case-based comparisons, or natural experiments. It emphasizes techniques like causal inference, process tracing, and ruling out rival theoretical accounts to strengthen the study's claims.

This guide helps researchers determine if their topic is suitable for a comparative politics journal (CPS) and how to frame its comparative contribution. It outlines the necessary components—such as comparative leverage, portability, and theoretical mechanisms—required to elevate a single-case study into a generalizable argument.