Search Skills

Generates secure, optimized database queries with parameterization, eager loading, and strategic indexing to prevent N+1 issues and SQL injection.

Enforces Python backend development standards including dependency management, testing, code quality, and documentation practices.

Guides creation of reusable, composable frontend UI components with clear interfaces, minimal props, and framework-agnostic patterns.

Enforces test anti-pattern prevention to ensure tests verify real behavior, maintain clean production code, and enforce thoughtful mocking strategies.

Guides writing focused, behavior-driven tests with clear naming, mocking, and fast execution for core user flows and critical business logic.

Manages database schema changes through reversible migrations, ensuring zero-downtime deployments and backwards compatibility with standard naming conventions.

Enforces consistent and maintainable CSS practices across projects using methodologies like BEM, Tailwind, and CSS modules for design system alignment and performance.

Implements semantic HTML, ARIA, keyboard navigation, and WCAG compliance for accessible frontend UI components and interactive elements.

Enforces Go backend development standards including code formatting, testing, and quality checks via gofmt, go vet, and golangci-lint.

Designs and implements RESTful API endpoints with proper HTTP methods, status codes, and resource-based routing.

Creates responsive, mobile-first UI layouts using fluid containers, media queries, and flexible units for seamless cross-device experience.

Defines database models with proper naming, data types, constraints, relationships, and validation for data integrity and ORM compatibility.

Generates concise, evidence-based medical treatment plans in LaTeX/PDF format across specialties, incorporating SMART goals and HIPAA compliance.

Automates research information lookup using Perplexity's Sonar models via OpenRouter, providing citations for academic papers, studies, and technical documentation.

Writes scientific manuscripts in full paragraphs following IMRAD structure, with proper citations and reporting guidelines for journal submissions.

Generates testable hypotheses from observations, designs experiments, and explores explanations for scientific research across diverse domains.

Generates evidence-based clinical decision support documents with statistical analysis, biomarker stratification, and regulatory compliance for pharmaceutical research.

Generates research posters using HTML/CSS with responsive layouts, exportable to PDF or PPTX for academic presentations.

Manages academic citations by searching databases, validating references, and generating BibTeX entries for accurate scientific writing.

Generates professional academic research posters in LaTeX with customizable layouts, color schemes, and multi-column designs for conferences and scientific presentations.

Generates comprehensive market research reports with strategic frameworks, professional LaTeX formatting, and data-driven insights in top consulting style.

Creates full-paragraph scientific manuscripts following IMRAD structure, with APA/AMA/Vancouver citations, figures/tables, and reporting guidelines (CONSORT/STROBE/PRISMA) for journal submissions.

Conducts systematic literature reviews across biomedical and scientific domains, generating professionally formatted markdown and PDF documents with verified citations in multiple styles.

Provides a systematic toolkit for evaluating research manuscripts and grants across disciplines, covering methodology, statistics, ethics, and reproducibility.