Skill UI

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.

A comprehensive guide for structuring the literature review in Comparative Political Studies (CPS) papers. It teaches authors how to move beyond simply citing sources by identifying a specific, contested academic debate, framing the gap as a falsifiable claim, and naming the rival theories that the paper's evidence must adjudicate. Focuses on establishing cross-regional comparative leverage.

A comprehensive guide for drafting academic abstracts, specifically tailored for journals focusing on rural and agricultural economics. It enforces a strict five-sentence structure, requiring the inclusion of quantified findings, naming specific household survey datasets (e.g., CFPS, CHIP), and detailing rigorous identification strategies. This skill helps users eliminate boilerplate language and ensure semantic alignment between Chinese and English summaries.

Provides stringent guidelines for formatting tables and figures in high-level economics and finance manuscripts. Covers mandatory three-line table styles, column count limits, rigorous variable definition requirements (including naming specific databases), data source transparency, and professional figure generation techniques (e.g., 300 dpi, proper event study plots).

A comprehensive guide for academic researchers on structuring the 'Data and Sample' section of manuscripts for high-impact journals. It details requirements for database naming, variable definition using calculation formulas, descriptive statistics reporting (including winzorization and quantiles), and establishing full, reproducible sample selection trails. Essential for ensuring methodological rigor and passing peer review.

This guide helps authors move beyond generic 'gap-spotting' when submitting to Entrepreneurship Theory and Practice (ETP). It teaches how to precisely define the scholarly contribution by naming a specific academic conversation and adopting a clear move (Extend, Qualify, Reconcile, Overturn). It also provides strategies to defend the manuscript's unique scope against competing journals like JBV, SEJ, and AMJ.

This guide helps researchers translate academic findings into rigorous, evidence-grounded implications for policy, governance, and practice concerning global environmental change. It stresses that implications must be specific (naming actors and levers), honest about scope and uncertainty, and directly traceable to the study's results, avoiding generic overstatements.

This guide provides a rigorous framework for developing robust, theory-driven hypotheses in accounting research, especially for high-impact academic journals. It teaches researchers how to transition from observing mere correlations to formulating hypotheses grounded in established economic theories, such as agency theory, information economics, and positive accounting theory. The process emphasizes identifying the core economic friction, naming the acting agents and their incentives, and deriving directional, falsifiable, and a priori predictions.

Use this skill when you observe a consumer behavior effect but lack a deep psychological explanation. It guides the construction of a robust causal chain (antecedent → mediator → outcome) by explicitly naming the core psychological process (mediator), deriving theoretical moderators, and pre-empting rival hypotheses, adhering to high academic standards in consumer psychology.

This guide teaches systematic methods for positioning a research manuscript's marginal contribution, particularly for general-interest academic journals. It emphasizes locating the true academic frontier, explicitly naming 2-3 closest preceding works, and articulating the novel 'delta' in one sentence. The goal is to pass the 'travel test'—demonstrating why the finding matters to a broad, non-specialist readership.

A comprehensive guide for structuring academic manuscripts to ensure the contribution is field-wide, not niche-specific. It teaches authors how to move beyond simply presenting data by engaging the core academic debate, naming precisely what is contested or untested, and positioning the work as a conceptual shift within the broader communication field.

A comprehensive guide for authors writing ML systems papers for MLSys. It teaches authors how to structure a technical argument by focusing on a measured bottleneck, naming mechanisms, and structuring the evaluation around research questions. It emphasizes numerical discipline, proper figure usage, and conciseness to fit within conference page limits.