Skill UI

Helps product and program teams plan, assess, and steer enterprise software, SaaS, and digital transformation portfolios using quantitative risk analytics, resource optimization, health scoring, and executive-level reporting.

Monitor the adoption, feature usage, and overall Return on Investment (ROI) of AI tools like Windsurf. This skill provides comprehensive analytics, including daily active users, completion acceptance rates, and estimated time saved. It allows teams to set up usage alerts, identify underutilized seats, and build custom extensions to measure deep usage patterns, ensuring maximum team efficiency and quantifying AI impact.

This tool generates a detailed, local 'receipt' or impact report of all Claude Code activity recorded in local session transcripts. It cross-references this data with your local Git history to provide a quantifiable measure of effort and project contribution. Ideal for performance reviews, budget justifications, or self-auditing usage.

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 skill guides authors on submitting manuscripts to Earth and Planetary Science Letters (EPSL). It evaluates whether quantitative research in geochemistry, geophysics, or planetary science presents a generalizable process or mechanism of broad scientific interest, adhering to Elsevier's rigorous house style and data policies. Use it as a fit/venue-selection tool for re-framing specialized regional studies into broadly relevant scientific mechanisms.

This comprehensive guide details the rigorous double-blind peer review process at the European Sociological Review (ESR). It helps authors anticipate reviewer critiques on comparative design, quantitative modeling, and theoretical contribution, ensuring the manuscript is structured for success before submission.

This router guides authors through the complex submission process for rigorous quantitative sociology journals (ESR). It diagnoses the manuscript's stage (Idea, Article, Comment, Data Brief) and methodological shape (comparative, longitudinal, multilevel), ensuring the user is routed to the correct specialized skill set, rather than following a linear process. It is an orchestrator for academic research development.

This skill provides a rigorous review pass for drafting or polishing academic manuscripts for general agronomists. It enforces strict structural discipline (Introduction, Methods, Results, Discussion), ensuring the writing is quantified, generalizable, and scientifically interpretive. Ideal for refining abstracts, highlights, and discussions where the goal is to elevate local findings into broad, theory-driven scientific contributions.

A comprehensive guide for drafting and polishing manuscripts intended for Global Change Biology (GCB). It teaches authors how to structure their work to appeal to a broad audience of ecologists and Earth-system scientists by emphasizing clear mechanisms, quantified results, and global-change significance, rather than highly specialized details.

A comprehensive guide for authors submitting data-intensive systems papers to top-tier conferences (like ICDE). It details how to structure the paper, ensure technical claims are reconstructable, quantify all performance gains with associated costs, and compress complex ideas into a limited page budget while maintaining scholarly rigor.

A comprehensive academic guide for refining research questions intended for the Journal of Economic Geography (JEG). It implements a rigorous "two-community test," ensuring the topic successfully bridges geographical economics (quantitative models) and human geography (place-based studies). Use this checklist before major data collection to validate the mechanism and justify the spatial role of the research.

Pre-submission checklist for the Journal of Financial and Quantitative Analysis (JFQA) via Editorial Manager: verifies text-searchable PDF, 8.5x11/1-inch/12-pt Times New Roman double-spaced formatting, double-anonymous anonymization, ≤100-word abstract, $350 fee, prior-rejection disclosure, and code-sharing exception timing. Does not draft content.