Skill UI

This comprehensive, guided 4-phase workflow helps teams establish clear identity, boundaries, and strategic positioning. It guides users through absorbing existing context, auditing current capabilities versus claimed responsibilities, articulating a defined mission, and finally achieving stakeholder alignment. Use this framework when starting a new role, inheriting ambiguity, or needing to define clear operational boundaries.

This tool simulates a YC-style founder interrogation, forcing the user to validate their business idea across six critical dimensions: Problem, Customer, Distribution, Defensibility, Capital, and Founder Fit. Use this before seeking advice, starting a major initiative, or making a strategic pivot to ensure foundational clarity and readiness.

A comprehensive guide for authors on drafting a strategic response during the OpenReview cycle. This resource covers how to address reviewer objections, shape the Area Chair's meta-review summary, manage the discussion phase, and decide whether to defend the paper or withdraw for a future revision cycle. Focus on clarity, conciseness, and evidence-based arguments.

A comprehensive guide for authors on drafting strategic, anonymous rebuttals and discussion replies for top-tier Machine Learning conferences like ICML. Learn how to triage reviewer objections by focusing on soundness, originality, significance, clarity, ethics, and reproducibility, adhering strictly to double-blind review constraints and maximizing impact in limited discussion rounds.

This guide helps authors targeting top-tier conferences on Constraint Programming (CP) to strategically position their manuscripts. It provides deep insights into the required scope, evidence bar, technical focus (e.g., propagation, optimization), and necessary re-framing techniques. Use this skill to enhance algorithmic clarity and ensure your work aligns precisely with the specialized community standards of the venue.

This skill simulates the rigorous peer review process used in top-tier AI and machine learning conferences (like NeurIPS). It helps users diagnose potential weaknesses in a submission regarding quality, clarity, significance, ethical compliance, and reproducibility. It guides the identification of decision-relevant issues that ACs and reviewers are likely to raise, helping authors strategically plan responses for revision.

This guide provides expert guidelines for designing high-impact, concise figures specifically for academic publications with strict length limits (e.g., PRL). It emphasizes that every figure must convey a single, central result at a glance. The strategy covers lead figure principles, print standards (single-column legibility, color-blind safety), and panel discipline to ensure maximum clarity and minimal word count consumption.

This guide provides a strategic framework for drafting author responses to challenging peer reviews in academic conferences. It teaches authors how to structure replies by addressing four key axes (Correctness, Novelty, Backing, Clarity), ensuring technical precision, maintaining anonymity, and framing commitments that survive the subsequent Area Chair (AC) discussion phase.

This guide details the strategic placement of content for academic submissions, dividing material into Main Part, Appendix, and Supplementary ZIP. It provides best practices for authors to manage proofs, protocols, and code while adhering to strict page limits and double-blind review constraints, ensuring maximum review integrity and clarity.