Skill UI

A comprehensive guide to production-level Laravel architectural patterns. It details best practices for structuring scalable web applications and APIs, covering service layers, dedicated actions, Eloquent ORM modeling, resource design, queue management, and advanced routing techniques like scope bindings. Learn how to maintain clean separation of concerns in large-scale PHP projects.

This guide provides a comprehensive strategy for navigating the rigorous developmental review cycle of top-tier academic journals. It teaches users how to interpret complex decision letters (Desk Reject, Major R&R), identify binding concerns from both editors and reviewers, and strategically determine if a revision effort is worthwhile before resubmission.

This skill guides authors on how to precisely position a manuscript's contribution within a specialized academic field, particularly development economics. It teaches the structured process of identifying the specific literature gap, defining the binding open question, and clearly articulating the incremental advance. It is crucial for crafting compelling introductions and passing expert peer review at high-impact journals.

A comprehensive guide for structuring a scientific rebuttal letter after receiving major revisions (R&R) or rejection from a top-tier academic journal. It teaches authors how to triage ambiguous referee reports, address binding spatial econometric concerns (like sorting or SUTVA), and craft a professional, evidence-based response that maximizes the chances of publication acceptance.

This guide outlines the stringent standards for ensuring the reproducibility of Natural Language Processing (NLP) research. It teaches authors how to treat the Responsible NLP checklist as a binding contract by meticulously 'pinning' every variable—including model identifiers, API access dates, prompt strings, random seeds, and evaluation metrics. It details creating a comprehensive reproducibility manifest to make research results verifiable and defensible.