Skill UI

A comprehensive guide covering core principles for game art production. It details art style selection (Pixel Art, PBR 3D, etc.), structured 2D and 3D asset pipelines, color theory, animation guidelines (including the 12 principles), and professional asset organization standards. Ideal for artists and designers managing the entire game art lifecycle.

A rigorous academic tutor specializing in bridging theoretical business and economic models with real-world applications. Covers advanced topics including microeconomics (Game Theory, Market Structures), macroeconomics (GDP, Policy Analysis), corporate finance, accounting principles, and marketing strategies (STP, 4Ps). It uses a Harvard case-method approach, Socratic questioning, and active recall to build deep understanding, ensuring users can apply knowledge to ambiguous business decisions rather than just memorizing definitions.

This guide provides comprehensive instructions for packaging multiagent system (MARL) and game theory evidence for academic submissions, particularly for conferences like AAMAS. It emphasizes that the artifact must be inspectable, containing not just a trained model, but the game definition, environment code, opponent sets, and interaction protocols, ensuring rigorous reproducibility and reviewability.

Provides comprehensive guidelines for designing, auditing, and reporting high-rigor multi-agent experiments, especially in game theory and self-play systems. It emphasizes testing the *interaction* claim—such as convergence to equilibrium, truthful behavior, or emergent cooperation—against held-out opponents, populations, and strategic deviations, moving beyond simple single-agent leaderboard scores.

This guide helps authors audit the novelty and eligibility of multiagent system research for submission to AAMAS. It provides comprehensive advice on positioning the work against literature spanning multiple top-tier venues (e.g., NeurIPS, ICML, AAAI, EC, JAAMAS), integrating concepts from multiagent RL, game theory, and social choice. It ensures submissions are positioned accurately compared to the broader academic community, maximizing impact and minimizing rejection risk.

This guide outlines best practices for ensuring rigorous reproducibility of complex interaction claims, especially in game theory and multi-agent systems (MAS). It details required evidence for proofs, experimental setups (agents, opponents, seeds, compute), and consistency checks between the paper's claims and the provided artifacts. Essential for high-stakes academic submissions like AAMAS.

A comprehensive project management guide for submitting academic papers to the AAMAS conference. It details all critical milestones, including venue fit, evidence locking, abstract submission, double-blind review, rebuttal, and final camera-ready preparation. Essential for managing complex research involving game theory and multi-agent systems.

This skill is a comprehensive guide for authors preparing microeconomic theory, game theory, or theoretical IO manuscripts for submission to the American Economic Journal: Microeconomics. It analyzes journal fit, required theoretical rigor, methodological standards, house style, and potential pitfalls (desk-reject heuristics), helping authors refine their work before formal submission.

This guide teaches advanced academic researchers how to elevate mere research findings into robust, generalizable theoretical contributions suitable for top-tier journals. It structures the process of building an argument—whether the work is empirical, formal/game-theoretic, or interpretive—by explicitly defining mechanisms, scope conditions, and observable implications. The focus is on the 'portability' of the argument across different countries and subfields.

This guide helps authors prepare for high-level theoretical journal submissions, focusing on the specific requirements of single-anonymous peer review. It details appropriate article types (Article, Miscellanea, ET Interviews), and provides a comprehensive checklist to war-game potential referee objections regarding assumptions, proof gaps, convergence rates, and novelty, significantly improving submission quality.

A structured guide on translating behavioral or game-theoretic arguments into pre-specified, quantitative, and testable hypotheses for Experimental Economics (ExpEcon) manuscripts. This methodology emphasizes moving beyond informal intuition by defining the experimental game, deriving benchmark predictions, layering competing behavioral accounts, and generating comparative-statics hypotheses that treatments must adjudicate. It is essential for manuscripts aiming to robustly test theory through design.

A comprehensive guide for academics on structuring and articulating the core, novel contribution of a scholarly paper, particularly in specialized fields like Game Theory and Economic Behavior. It provides a framework for crafting a single, highly impactful 'contribution sentence' and organizing the claim cascade (Headline, Why Open, Key Idea), ensuring the theoretical advance is immediately legible to specialized editors and reviewers.