Skill UI

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.

A comprehensive preflight checklist for authors submitting manuscripts to Management Science (INFORMS). It systematically verifies adherence to crucial publishing standards, including double-anonymization, author-year formatting, abstract length constraints, fee/waiver eligibility, and the mandatory Code and Data Disclosure package using an AsCollected URL. Use this guide right before final submission to ensure maximum readiness.

This comprehensive router guides authors through the entire writing lifecycle of a Management Science (INFORMS) manuscript. It does not replace specialized skills but dictates the necessary sequence of work, helping authors move from topic selection and theory development to methods, data analysis, and final contribution framing, ensuring the paper meets the high academic standards of the journal.

This tool guides the refinement of academic prose, specifically for submissions to Management Science (INFORMS). It focuses on transforming notation-dense text into clear, impactful, and highly readable manuscripts. Key practices include front-loading the core results, translating complex symbols into plain language intuition, and adopting a style suitable for a broad, cross-departmental academic audience.

This guide helps researchers structure and articulate strong theoretical contributions for top-tier MIS journals. It details how theory takes different forms—be it a causal behavioral mechanism, a design theory, or an economic model—depending on the specific MIS research tradition, ensuring hypotheses are derived a priori and the IT artifact is load-bearing.