Skill UI

This skill provides comprehensive analysis and improvement suggestions for plugin prompts, skill definitions, and command instructions. It evaluates content across five dimensions—clarity, safety, effectiveness, completeness, and conciseness—providing a detailed score card and concrete, actionable rewrites to ensure compliance and optimal AI performance.

This professional writing assistant specializes in creating clear, compelling, and highly structured documentation for Product Managers (PMs). It helps users draft, refine, and polish various deliverables—including product briefs, status updates, and executive emails—by adhering to best practices like leading with conclusions, maintaining extreme conciseness, and tailoring the tone to the specific audience (e.g., engineering team vs. executive leadership).

This skill implements advanced 'Gatekeeper' logic to optimize AI agent performance in long-running workflows. It prevents context window bloat by sharding metadata, allocating token budgets, and enforcing Atomic Precision to deliver purely functional, filler-free responses. Ideal for complex coding, multi-step reasoning, and large document analysis where conciseness is critical.

This framework guides AI agents to critically assess their own output across five key axes: Accuracy, Completeness, Clarity, Actionability, and Conciseness. It provides a structured, evidence-based scorecard and concrete suggestions for improvement, turning every task completion into a deep learning opportunity.

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.

This skill is a comprehensive tool designed to help authors evaluate the suitability of their economics manuscript for AER: Insights. It guides users through assessing key criteria such as the general interest of a single result, the required conciseness, methodological strength, and adherence to the journal's specific short-format house style and submission guidelines. Use it for venue selection and manuscript re-framing.

This guide provides rigorous methodological guidelines for ensuring the identification strategy in high-impact empirical economics papers (AER: Insights). It covers key areas including Difference-in-Differences (DiD), Regression Discontinuity Design (RDD), Instrumental Variables (IV), and structural parameter identification. It emphasizes the need for extreme methodological clarity, transparency, and conciseness required for top-tier academic publication.

This comprehensive guide provides best practices for structuring appendices and supplementary materials for high-level academic journals. It helps authors manage the balance between main text conciseness and academic completeness by clearly defining what belongs in the core narrative (main findings) versus what should be reserved for the supplementary section (detailed proofs, extended experiments, raw data, and multimedia).

This guide provides comprehensive rules for authors revising technical papers for top AI/Statistics conferences like AISTATS. It emphasizes achieving statistical rigor, explicitly stating assumptions, pairing every claim with proof or evidence, ensuring conciseness (e.g., adhering to an 8-page limit), and maintaining double-blind academic style. Perfect for PhD students or researchers preparing manuscripts for highly technical review.

This guide helps authors determine if their philosophical paper is suitable for *Analysis*, a journal known for its short, focused, single-point articles. It assesses the argument's rigor, conciseness, and structure against the journal's strict house style, helping authors refine their work or select a better academic venue.

A highly specialized guide for revising academic econometrics manuscripts for submission to top journals like EctJ. It focuses on extreme conciseness, structural adherence (e.g., 150-word summaries, 20-page limits), and maximizing the impact of core findings over background detail. This skill helps authors transform diffuse research into compact, publishable, and highly focused academic prose.

The EPSL Workflow Router is a comprehensive guide that helps authors navigate the entire manuscript lifecycle for high-impact letters in Earth and Planetary Science. It routes users through critical stages—from initial topic selection and literature positioning to data analysis, writing style, and final submission—ensuring the work maintains conciseness and focuses on a single, decisive, process-level advance.