Skill UI

This tool performs a comprehensive audit of the project's stored auto-memory. It analyzes learned knowledge to identify actionable patterns for promotion to core rules, flag stale or outdated entries, and suggest opportunities for consolidating redundant knowledge. Use it after major development phases or when the memory knowledge base becomes crowded to maintain system knowledge quality.

This guide outlines the stringent reproducibility and data requirements for submitting manuscripts to Agricultural Systems (AgSy). Because AgSy treats code, models, and algorithms as research data, authors must learn how to deposit all materials in a recognized repository (e.g., Zenodo, OSF), cite them permanently, and document the model structure, parameters, and versions. It provides a checklist for building a reproducible research workflow.

A comprehensive guide for structuring and communicating robustness checks in economic policy papers. It teaches authors how to organize tests not as a checklist of alternative specifications, but by the specific threat (e.g., sample size, functional form, pre-trends) they neutralize. The focus must remain on defending the policy-relevant magnitude and confidence interval in the main text, preventing the paper from becoming a mere appendix dump.

This skill guides researchers in refining their manuscript's core contribution for top academic journals like JCP. It teaches how to shift the narrative focus from simply reporting an 'effect' (X increases Y) to articulating the underlying psychological 'PROCESS' or 'mechanism' (X increases Y *because* it changes M). It ensures claims are theoretically surprising, scope-bound, and relevant to consumer behavior.

This framework guides the creation of a structured, argumentative literature review, preventing the writing from becoming a mere annotated bibliography. By imposing a unifying taxonomy, model, or question sequence, the author transforms scattered research into a cohesive argument about the field. It helps define the 'spine' of the survey, identifies knowledge gaps, and reconciles apparent contradictions in existing literature.

This guide helps scholars precisely define the novel contribution of their research manuscript in the specialized field of Law and Economics (L&E). It teaches authors how to position their work's marginal addition against foundational L&E literature (like Coase or Becker), moving beyond mere topic novelty to focus on new answers, legal variations, or mechanisms. Essential for navigating high-tier academic publishing.

This skill provides comprehensive guidance for authors considering submitting a large-scale, monograph-length review to Physics Reports. It covers journal positioning, required scope across all physics subfields, the rigorous evidence bar, house style, and submission checklist. Use this tool to help structure and refine an article intended to become a definitive, self-contained academic reference.

This guide provides a structured framework for responding to reviewers and editors regarding a meta-analysis or systematic synthesis. Because such revisions often involve expanding the search, changing eligibility criteria, or adding complex bias diagnostics, the response must maintain impeccable internal statistical consistency across all tables, figures, and estimates. It ensures all methodological changes are clearly propagated and justified.

This skill guides the structure and prose for drafting high-level integrative reviews, particularly for publications like the Psychological Bulletin. It ensures the manuscript moves beyond descriptive annotation to become a rigorous, evaluative synthesis. Users must comply with APA 7th edition style and specific reporting standards (MARS for meta-analyses, PRISMA for systematic reviews, and JARS for quantitative work). It provides detailed guidance on structuring the abstract (≤ 250 words), the method section, results, and discussion to meet expert reviewer expectations.

A comprehensive style checker and formatter for academic manuscripts targeting The RAND Journal of Economics (RJE). It ensures strict adherence to the journal's specific house rules, including author-date citations (no page numbers), unnumbered references/subsections, proper equation numbering, and correct usage of transition words (e.g., 'because' vs 'since'). Ideal for the final polish before submission.

This guide provides a systematic framework for authorized email security reviews. It covers advanced phishing analysis, including deep dives into email headers, assessing SPF/DKIM/DMARC compliance, identifying Business Email Compromise (BEC) patterns, and researching mailbox token abuse. It is essential for incident response, threat intelligence, and security architecture review.