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AI-Assisted Regression Testing Patterns

ai-regression-testing

A comprehensive strategy for regression testing in AI-assisted development. It focuses on identifying systematic blind spots, such as schema inconsistencies between sandbox and production paths, and integrating automated bug checks into the development workflow. This guide teaches how to build robust, database-free API tests to ensure code quality when AI models contribute to the codebase.

Decision Council for Ambiguous Choices

This skill simulates a four-voice council (Architect, Skeptic, Pragmatist, Critic) to resolve complex decisions marked by ambiguity or multiple trade-offs. It is designed for high-level strategic choices, identifying blind spots, and determining go/no-go decisions when a clear winner is absent. It specializes in synthesizing diverse perspectives to mitigate risk.

AAAI Submission Readiness Audit

aaai-submission

brycewang-stanford/Awesome-Journal-Skills

This guide provides a comprehensive pre-submission audit checklist for AAAI conference technical papers. It covers crucial aspects like double-blind anonymity, page limits, reproducibility requirements, author policies, and adherence to the latest AI-use guidelines. Use this before submitting to mitigate risks of desk rejection or policy violation.

Organizing AAAI Supplementary Materials

aaai-supplementary

brycewang-stanford/Awesome-Journal-Skills

This guide provides detailed rules for structuring supplementary material (technical appendices, code/data ZIPs, multimedia) for AAAI submissions. It emphasizes that core contributions and essential evidence must reside in the main paper, while appendices should only deepen the argument. It covers guidelines for maintaining double-blind anonymity, ensuring immutability, and achieving reproducibility.

Drafting AAMAS Author Rebuttals Effectively

aamas-author-response

brycewang-stanford/Awesome-Journal-Skills

A comprehensive guide for authors preparing rebuttals following AAMAS preliminary reviews. It details the specific constraints (e.g., double-blind, no new results), the strategies for addressing diverse technical reviewers (such as game theorists, MARL experts, and systems engineers), and the structured pattern required to maximize the impact of a short response window.

AAMAS Submission Readiness Checklist

aamas-submission

brycewang-stanford/Awesome-Journal-Skills

This comprehensive guide provides a detailed audit checklist for authors submitting to the AAMAS conference. It covers verifying the correct conference track, maintaining double-blind anonymity, adhering to strict formatting rules (e.g., page limits, supplementary zip caps), and identifying potential submission-blocking risks to ensure readiness before the deadline.

AAMAS Conference Submission Workflow

brycewang-stanford/Awesome-Journal-Skills

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.

Guide To Reproducible Artifact Submission

aas-artifact-evaluation

brycewang-stanford/Awesome-Journal-Skills

Provides comprehensive guidelines for authors submitting papers to Acta Automatica Sinica (AAS). It details how to organize and present anonymous, reproducible code, data, and experimental artifacts to enhance the credibility and rigor of research in control, automation, and pattern recognition, supporting the double-blind review process.

Robust Experimental Design for Automation

aas-experiments

brycewang-stanford/Awesome-Journal-Skills

A comprehensive guide for designing and presenting rigorous experiments and simulations for top-tier journals in Control Theory, Robotics, and Smart Systems. Covers RQ-driven design, establishing fair baselines, providing theoretical proofs of stability/convergence, performing ablation studies, and ensuring statistical significance, helping authors build an undeniable evidence chain for double-blind external review.

Academic Paper Review Workflow Guide

aas-review-process

brycewang-stanford/Awesome-Journal-Skills

A comprehensive guide detailing the double-blind three-review process for academic journals. It breaks down the complete workflow—from initial submission and editor screening to external review, multiple revision rounds, and final acceptance. The guide provides authors with actionable advice on preparing for each stage, managing expectations, and avoiding common procedural pitfalls.

AAS Journal Manuscript Submission Checklist

brycewang-stanford/Awesome-Journal-Skills

A comprehensive audit checklist designed to guide authors through the rigorous preparation process for submitting academic manuscripts to Acta Automatica Sinica (AAS). It covers critical steps such as adopting double-blind anonymity, mandatory author commitment forms, ensuring originality, and meeting the high formatting standards required for top-tier publications in control and automation theory.

Academic Publishing Workflow Planner

brycewang-stanford/Awesome-Journal-Skills

This comprehensive guide structures the entire academic publishing journey for Acta Automatica Sinica (AAS). It breaks down the process from initial topic selection and writing to double-blind review, multi-round revisions, and final publication. It outlines critical milestones, stage gates, and potential pitfalls to help authors manage the complex timeline and ensure a professional, structured submission.

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