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Use when working with OpenAPI Specification files to validate, create/modify paths and schemas, check references, and enforce best practices

Log a technical issue and return a reference number. Use when customer reports system errors, bugs, report generation failures, API issues, or integration problems.

Document completed development phases in IMPROVEMENTS.md with comprehensive summaries, lessons learned, patterns discovered, and Follow-up status. Ensures session work is captured for future reference and self-improvement tracking.

Use when discussing animation principles with users of unknown skill level, or when providing a balanced reference that works for any experience level

Kyle's professional background, work context, and general preferences for R development. Use this skill to understand his expertise level and tailor explanations appropriately.

Generate comprehensive API documentation including OpenAPI/Swagger specifications, endpoint references, SDK documentation, and integration guides from code or specifications

CSS Grid utilities using Utopia fluid spacing. Reference for the grid variables and utility classes defined in this project.

Create and edit Mermaid diagrams for software engineering work, architectural ideas, and technical documentation. Use when the user asks to create, edit, or work with Mermaid diagrams. Provides comprehensive syntax references, common pitfalls, styling guidance, and software architecture patterns.

Create a new TypeScript exercise with starter code, test cases, and reference solution

A workflow for capturing evidence and citations to create reproducible analyses and audit trails.

Create bold, high-end, production-grade frontend interfaces with the mindset of a professional UI/UX designer and frontend engineer. This skill is used when the user asks to design or redesign web interfaces (components, pages, dashboards, or applications) that must feel intentional, distinctive, and non-generic.The model should actively draw inspiration from a wide range of real-world design references (e.g. modern product interfaces, editorial layouts, design systems, experimental web design, trends seen on platforms like Pinterest, Awwwards, Dribbble), without copying any single source.The output must be real, implementation-ready code, but should avoid rigid, template-like, or overly symmetric “AI-looking” components. Layouts, spacing, typography, hierarchy, and interaction patterns should feel designed, not generated.Preference is given to strong visual direction, thoughtful UX decisions, and controlled experimentation over safe or conventional UI patterns.

ANYTHING related to SolidWorks. Writes, modifies, and debugs C# code that interacts with SolidWorks. Use when working with .cs or .csproj files that (will) reference SolidWorks SDK, SolidWorks.Interop assemblies, COM interop with SolidWorks.

Search and reference Microsoft code samples and SDK documentation

Enterprise Nextra documentation framework with Next.js. Use when building documentation sites, knowledge bases, or API reference documentation.

Provide L1-L5 pedagogy layer reference for the AI-Native Robotics Textbook. Use when assigning layers to content, understanding layer requirements, or validating layer progression.

Gerar apresentações Beamer LaTeX no padrão UNESP dark mode. Usar quando o usuário pedir para criar slides, apresentações, ou palestras em Beamer/LaTeX. O template usa tema Madrid com cores escuras (fundo RGB 26,26,26), ícones FontAwesome5, e suporte a código Python/outros. Ideal para apresentações técnicas, acadêmicas ou palestras.

Documentation wizard that intelligently maintains, updates, and generates accurate documentation. Uses Oracle knowledge, searches conversation history, and spawns focused research agents. No hallucinations - only facts with references. Integrates with oracle, summoner, and guardian.

Systematically verify claims in code comments, documentation, commit messages, and naming conventions. Extracts assertions, validates with evidence (code analysis, web search, documentation, execution), generates report with bibliography. Use when: reviewing code changes, auditing documentation accuracy, validating technical claims before merge, or user says "verify claims", "factcheck", "audit documentation", "validate comments", "are these claims accurate".

Generate comprehensive documentation for .NET/C# codebases including architecture diagrams, API references, domain models, and getting started guides.Use when asked to: generate docs, document this, create documentation, write docs for,document a .NET project, create architecture documentation, document APIs.

AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS".