Skill UI

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 tool helps refine academic survey articles to adopt the authoritative and accessible "JEL voice." It focuses on improving prose structure, ensuring the narrative flows for non-specialist economists, and structuring the introduction and abstract according to academic conventions. It transforms summary writing into synthesis dialogue, making complex topics engaging for a broad audience.

This guide provides advanced econometric methodologies crucial for establishing causality in financial and macro research, particularly when analyzing policy shocks (e.g., LPR changes, regulatory reforms). It details the correct application of Difference-in-Differences (DID), Instrumental Variables (IV), Regression Discontinuity Design (RDD), and high-frequency analysis, ensuring robust empirical design for top-tier journals.

A comprehensive guide to establishing credible causal identification in empirical law and economics (L&E). It addresses the high institutional bar required by top journals, detailing how to defend the source of variation (e.g., reforms, governance choices, court assignments) against common threats like endogenous timing, selection bias, and omitted variables. Covers advanced methods including staggered Difference-in-Differences (DiD), Instrumental Variables (IV), and Regression Discontinuity Design (RDD).

This guide helps authors refine academic prose for institutional and organizational economics journals. It teaches how to structure the narrative to open with an institutional puzzle, clearly name the underlying mechanism, and frame the contribution as a delta on a specific frontier, ensuring the focus remains on governance and organizational forms rather than just data or models.

This guide offers comprehensive structural and stylistic improvements for scholarly manuscripts intended for top-tier journals. It transforms descriptive reports into theory-forward, argumentative papers, ensuring adherence to rigorous academic conventions, such as Harvard referencing, concise abstract drafting, and clearly articulating the core theoretical contribution.

A comprehensive guide for advanced empirical research in open economies. It outlines best practices for establishing causal inference by anchoring identification strategies in external or institutional shocks (e.g., tariffs, trade agreements, exchange rate reforms). The guide emphasizes modern critiques of standard methods like shift-share and gravity models, providing detailed protocols for DID, Bartik decomposition, and IV estimation to meet top-tier academic journal standards.

This guide provides a structured framework for authors responding to academic peer review decisions (R&R or Rejoinder). It transforms scattered reviewer objections into a cohesive, point-by-point revision plan. The process emphasizes engaging fairly with all criticism, strengthening claims with new data or predictions, and openly reconciling conflicting academic viewpoints.

Systematically transforms high-level ideas or goals into a detailed, structured, and executable taskbook designed for AI agents. This process involves deep research, validation against existing codebases, adherence to strict formatting rules, and generating a single, copy-pastable block of instructions for immediate agent execution. It distinguishes between execution and exploration tasks, ensuring all steps are verifiable and anti-cheating measures are included.

Performs a comprehensive security audit of Model Context Protocol (MCP) implementations, including servers, clients, and tools. This skill reviews code against critical security baselines (MCP-01 to MCP-05), OWASP MCP Top 10, and common Remote Code Execution (RCE) vectors (e.g., command injection, deserialization, SSRF). The output provides a detailed report with file and line references, ensuring compliance and identifying vulnerabilities before release. Use this when auditing network-exposed services or client security posture.

This guide provides a structured framework for authors writing a contribution statement for Management Science (INFORMS) manuscripts. It teaches how to elevate an analytical result or empirical finding into a decision-relevant insight that has broad appeal across different departments, thereby justifying its fit within Management Science over specialized sister journals.

This guide assists researchers in selecting and rigorously defending the appropriate methodology for Management Science (INFORMS) manuscripts. It covers both analytical modeling approaches (e.g., optimization, stochastic processes, game theory) and empirical designs (e.g., quasi-experiments, field trials). It ensures the chosen design not only matches the research question but also meets strict departmental standards and generates decision-relevant managerial insights.