Skill UI

This guide outlines modern best practices for building clean, maintainable, and scalable user interfaces using Avalonia. It emphasizes leveraging semantic containers (like HeaderedContainer, EdgePanel), defining shared styles, and creating generic components to minimize XAML redundancy and deep nesting. It guides developers to use Behaviors over code-behind, ensuring adherence to clean architectural principles.

Guides developers through configuring Cursor workspaces that span multiple repositories or packages, covering strategy selection, .cursorrules inheritance, selective indexing, and cross-project context handling to keep monorepo-style workflows productive.

Guides developers through mastering Cursor IDE tab completion and AI code suggestions, explaining how to trigger, accept, and configure ghost text workflows for consistent code style and context-aware results.

Guides developers through Exa neural-search anti-patterns, covering query style, search types, content retrieval, date filters, and autoprompt cost so reviewers or auditors avoid integration mistakes.

This skill enforces a mandatory, comprehensive quality loop for all code changes. It guides users through running multiple specialized validation tools—including linters, type checkers, and security scanners—for diverse ecosystems (e.g., Node.js/TypeScript, Python). It ensures that code is robust, adheres to established style guides, and maintains type safety across all components before it can be considered complete or committed.

Guides research teams through a two-stage manuscript workflow: outline sections with research-lookup, enforce IMRAD structure, citation styles, figures, and reporting guidelines, then convert into polished prose for journals.

Guides researchers through organizing assumptions, invariant objects, notation, and derivation maps to turn loose goals, messy notes, or partial formula chains into a coherent package suitable for paper-style theory drafts or blocker reports.

Guides researchers through ICML-style rebuttal by parsing external reviews, enforcing coverage, grounding responses, respecting venue limits, and managing follow-up rounds for safe reviewer replies.

Generates professional documentation for software projects, covering READMEs, API references, architecture guides, inline comments, and changelogs, adapting style and scope to the codebase and user request.

Guides structured reviews for Flutter/Dart pull or merge requests, checking correctness, security, style, tests, and documentation while verifying branch scope and CI health.