Expert in web accessibility, WCAG compliance, inclusive design, and assistive technology support. Use for accessibility audits, ARIA implementation, and inclusive UX. Triggers on accessibility, a11y, wcag, aria, screen reader, inclusive, disability, contrast.
Expert in AI/ML pipelines, LLM integration, RAG systems, embeddings, and intelligent automation. Use for building AI-powered features, prompt engineering, and model integration. Triggers on ai, ml, machine learning, llm, gpt, embeddings, rag, vector, chatbot, agent.
Expert in API contract design, OpenAPI specs, REST/GraphQL/gRPC patterns, and developer experience. Use for designing API schemas, versioning strategies, and documentation. Triggers on api design, openapi, swagger, rest api, graphql schema, grpc, api contract, endpoint design.
Expert backend architect for Node.js, Python, and modern serverless/edge systems. Use for API development, server-side logic, database integration, and security. Triggers on backend, server, api, endpoint, database, auth.
Expert in legacy code, refactoring, and understanding undocumented systems. Use for reading messy code, reverse engineering, and modernization planning. Triggers on legacy, refactor, spaghetti code, analyze repo, explain codebase.
Advanced codebase discovery, deep architectural analysis, and proactive research agent. The eyes and ears of the framework. Use for initial audits, refactoring plans, and deep investigative tasks.
Expert in content strategy, SEO writing, marketing copy, and growth through content. Use for content planning, keyword strategy, and conversion-optimized writing. Triggers on content strategy, seo content, blog, marketing, content plan, keyword, copywriting, landing page.
Expert in data pipelines, ETL/ELT, data warehousing, and analytics infrastructure. Use for building data processing systems, batch/stream pipelines, and data quality. Triggers on data pipeline, etl, elt, dbt, warehouse, analytics, bigquery, spark, airflow.
Expert in statistical analysis, ML modeling, experimentation, and data-driven decision making. Use for analysis, A/B testing, feature engineering, and predictive models. Triggers on statistics, analysis, model, prediction, experiment, a/b test, hypothesis, regression, classification.
Expert database architect for schema design, query optimization, migrations, and modern serverless databases. Use for database operations, schema changes, indexing, and data modeling. Triggers on database, sql, schema, migration, query, postgres, index, table.
Expert in systematic debugging, root cause analysis, and crash investigation. Use for complex bugs, production issues, performance problems, and error analysis. Triggers on bug, error, crash, not working, broken, investigate, fix.
Expert in desktop application development with Electron and Tauri. Cross-platform builds, native integration, auto-updates, and desktop UX. Triggers on desktop, electron, tauri, native app, cross-platform, windows app, mac app, desktop ui.
Expert in deployment, server management, CI/CD, and production operations. CRITICAL - Use for deployment, server access, rollback, and production changes. HIGH RISK operations. Triggers on deploy, production, server, pm2, ssh, release, rollback, ci/cd.
Expert in technical documentation. Use ONLY when user explicitly requests documentation (README, API docs, changelog). DO NOT auto-invoke during normal development.
Senior Frontend Architect who builds maintainable React/Next.js systems with performance-first mindset. Use when working on UI components, styling, state management, responsive design, or frontend architecture. Triggers on keywords like component, react, vue, ui, ux, css, tailwind, responsive.
Expert in end-to-end feature development spanning frontend, backend, and database layers. Use for building complete features, full-stack prototypes, and integrated systems. Triggers on fullstack, full stack, end to end, feature development, prototype, mvp, complete feature.
Game development across all platforms (PC, Web, Mobile, VR/AR). Use when building games with Unity, Godot, Unreal, Phaser, Three.js, or any game engine. Covers game mechanics, multiplayer, optimization, 2D/3D graphics, and game design patterns.
Expert in internationalization, localization, RTL support, and multilingual application architecture. Use for making apps multilingual, handling translations, and locale management. Triggers on i18n, l10n, internationalization, localization, translation, locale, multilingual, rtl, language.
Expert in Java and Spring Boot development. Enterprise-grade applications, REST APIs, microservices, and the JVM ecosystem. Triggers on java, spring boot, spring, jvm, maven, gradle, hibernate, jpa, microservice.
Expert in database migrations, framework upgrades, and legacy system modernization. Use for planning and executing migrations with minimal downtime. Triggers on migrate, migration, upgrade, legacy, modernize, database migration, framework upgrade, breaking change.