Skill UI

A comprehensive guide for authors revising short-format academic manuscripts for high-impact journals like the American Economic Review: Insights. It enforces strict structural constraints, requiring authors to state the headline result immediately, adhere to tight word caps (e.g., 7,000 words), and structure the narrative to maximize impact and minimize unnecessary detail.

A guide on framing sociological research to transcend narrow subfields. This technique teaches authors how to position their findings within a broad, general sociological debate—such as those concerning institutional mechanisms or inequality—rather than presenting it as a limited niche study. It emphasizes treating the contribution as a theoretical 'move' that advances general sociological understanding and engages with cross-subfield debates.

This master preflight checklist guides authors through every necessary detail before submitting a high-impact manuscript. It covers complex academic requirements, including narrative structure, figures integrity, data transparency (DOIs, accession numbers), required metadata (CRediT, Lead Contact), and high-stakes cover letter strategy, ensuring the work is both scientifically sound and submission-ready.

This comprehensive guide helps authors determine if their research on cementitious materials—covering hydration, microstructure, and durability—is sufficiently mechanistic for top-tier journals. It emphasizes shifting the narrative from simple mix-design performance reporting to establishing fundamental chemical, microstructural, or degradation mechanisms, supported by rigorous, quantitative characterization.

This skill reconstructs the full narrative behind a piece of code by analyzing local Git history. Instead of just naming the last author (like git blame), it traces the file's origin, tracks subsequent changes, identifies related companion files, and extracts intent clues from commit messages. Use this when you need to know *why* code exists before refactoring, making risky edits, or understanding complex system behavior.

This comprehensive style guide is written for authors submitting research papers to the CoRL conference. It provides specific directives on structuring the narrative to satisfy two distinct audiences: machine learning theorists and robotics engineers. It emphasizes quantifying all claims with concrete evidence scales (e.g., success rates, frequency), structuring the argument within a limited page count, and properly integrating mandatory sections like Limitations.

A comprehensive guide for preparing research artifacts (code, data, prompts, models) for EACL submissions. It details the two stages: an anonymized supplement for the initial review (ARR) and a fully licensed, public release for post-acceptance. Emphasis is placed on reproducibility, responsible NLP practices, and proper documentation.

A specialized guide for polishing academic manuscripts, particularly in econometrics and theoretical sciences. It enforces a terse, formal, and highly structured writing style, ensuring all definitions, assumptions, and theorems are numbered and displayed correctly. Ideal for turning narrative drafts into submissions suitable for top-tier academic journals.

This guide provides a structured framework for authors to sharpen the narrative of their academic contribution, particularly for high-impact journals. It teaches the 'two-layer positioning': creating a broad-interest hook for general readers, and defining a precise marginal delta against 3-5 specific, current frontier papers. It transforms vague related-work sections into compelling, verifiable arguments.

This guide provides strategic advice on drafting author responses for major NLP conferences (like EMNLP/ACL ARR). It teaches authors how to triage reviewer comments by soundness, excitement, and misreading, structure replies for maximum impact on the Area Chair's meta-review, and manage conflicts between reviewers. Learn what evidence can be added mid-review and how to strategically concede.

A comprehensive guide for authors submitting systems papers to the EuroSys conference. It helps authors assess the suitability of their manuscript, frame the narrative, and determine the required evidence depth (including implementation artifacts and realistic workloads). The guide specifically covers European systems research in OS, distributed systems, cloud, and security, while providing comparisons to related top-tier venues like SOSP and OSDI.

This comprehensive guide helps authors determine if their manuscript is suitable for the Financial Cryptography and Data Security (FC) conference. It covers the specific scope fit, required evidence standards (including threat models and economic context), and best practices for re-framing general CS research into a finance/security-focused narrative, ensuring the paper meets the expectations of the specialized review community.