slots-api
MUI slots and slotProps API for deep component customization — replacing internal elements, custom renderers, and composition patterns
project-management-integrations
Gantt charts, Kanban boards, scheduling, and resource management libraries that integrate with MUI — SVAR, DHTMLX, Bryntum, Syncfusion, FullCalendar, dnd-kit, and architecture patterns
performance
MUI performance optimization — tree-shaking, bundle size, rendering, SSR
migration
MUI version migration guides — v4→v5 and v5→v6 with codemods and patterns
layout-responsive
MUI layout components and responsive design patterns
joy-ui
Joy UI — MUI's alternative design system with CSS variables, modern aesthetics, and simpler API
i18n-rtl
MUI internationalization, RTL support, locale customization, and bidirectional text
forms-validation
MUI form patterns with validation and library integration
entity-driven-ui
Metadata-driven CRUD with MUI X DataGrid + FormEngine — entity metadata model, server-driven UI, column/form generation, shared validation, access control, wizard flows
ecosystem-integrations
MUI ecosystem — FormEngine, react-jsonschema-form, Uniforms, schema-driven forms, Tailwind interop, Framer Motion, and third-party component libraries
date-pickers
MUI X Date/Time Pickers setup, configuration, and form integration
data-grid
MUI X DataGrid configuration, server-side integration, and optimization
css-variables-pigment
MUI CSS Variables mode (CssVarsProvider), Pigment CSS zero-runtime engine, and CSS custom properties theming
components
MUI core component patterns and best practices
base-headless
MUI Base (unstyled/headless) components and hooks — useButton, useInput, useMenu, useSlider for building custom UI
animations-transitions
MUI transition components (Fade, Grow, Slide, Collapse, Zoom), custom transitions, TransitionGroup, and Framer Motion integration
advanced-widgets
Top 0.01% MUI patterns — sparkline grid cells, heatmap DataGrids, real-time WebSocket grids, AI assistant, save/restore grid state, bi-directional chart+grid, pivot tables, clipboard paste, progress cells
project-fingerprinting
Deep project fingerprinting for tech stack detection, architecture analysis, and quality assessment
accessibility
MUI accessibility patterns, ARIA attributes, and WCAG compliance
supply-chain-security
Supply chain security model for the marketplace plugin ecosystem
contextual-intelligence
Project fingerprinting, association rule mining (Apriori), and cosine-similarity plugin recommendations
federation
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devstudio
Plugin Dev Studio workflow for hot-reload development, interactive testing, dependency visualization, and validation of Claude Code plugins. Covers the full plugin development lifecycle from scaffold to publish.
Intent-Based Composition
Resolve high-level intents into ordered plugin composition plans using greedy set cover for capability matching and Kahn's topological sort for dependency ordering. Activates when working with "compose", "plugin composition", "capability matching", "dependency resolution", or "intent specification".
multi-tenant
Multi-tenant architecture patterns including org_id claim management, JWT token structure with organization context, database isolation strategies for MongoDB and PostgreSQL, theme switching per organization, tenant provisioning workflows, data isolation patterns, and cross-tenant security. Activate for multi-tenancy implementation, tenant isolation, and organization-scoped data access.
mern-patterns
MERN stack patterns including React with Vite, Express middleware, MongoDB schemas, API Gateway architecture, session management, error handling, and testing strategies. Activate for MERN development, microservices architecture, and full-stack JavaScript applications.
white-label
MUI multi-theme and white-label systems — nested ThemeProvider, dynamic theme switching, tenant-specific branding, and theme composition
Code Quality
Expertise in automated testing, code review practices, and quality standards enforcement. Activates when working with "lint", "test", "review", "coverage", "quality", "standards", or test automation.
DevOps Practices
Expertise in deployment automation, container orchestration, and infrastructure as code. Activates when working with "deploy", "kubernetes", "docker", "terraform", "helm", "k8s", "container", or cloud infrastructure.
advanced-components
Advanced MUI component patterns — Autocomplete (async, virtualized, grouped, createFilterOptions), Stepper (non-linear, vertical, mobile), Popover, Popper, Portal, ClickAwayListener, and complex composition
Integration Patterns
Expertise in API design, database integration, and service connectivity. Activates when working with "API", "database", "webhook", "service", "integrate", "connect", or system architecture.
Workflow Automation
Expertise in CI/CD pipeline creation, process automation, and team workflow optimization. Activates when working with "automate", "pipeline", "workflow", "CI/CD", "process", or automation tools.
innovation-radar
Identifies cutting-edge, innovative upgrade opportunities based on tech stack and industry trends
upgrade-analysis
Core analysis patterns, detection heuristics, and scoring algorithms for the upgrade intelligence system
database
Database design, SQL queries, migrations, and optimization. Activate for PostgreSQL, MySQL, SQLite, schema design, queries, indexes, and data modeling.
GitOps Patterns
ArgoCD ApplicationSets, progressive delivery, Harness GitX, and multi-cluster GitOps patterns
Harness API Operations
Comprehensive guide for Harness Platform API authentication, rate limiting, error handling, and endpoint operations
Pattern Extraction
Detect and extract patterns from codebases for template generation
Template Validation
Validate Cookiecutter templates, Terraform modules, and Harness pipelines
harness-code-integration
Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments
harness-eks-deployments
AWS EKS deployment patterns via Harness CD - Native Helm, Kubernetes manifests, and GitOps strategies with rolling, canary, and blue-green deployments
harness-keycloak-auth
Keycloak OIDC integration with Harness pipelines, EKS IRSA, service account authentication, and realm-as-code patterns
web-research
Deep web research using Perplexity and Firecrawl MCP servers. Use when researching technologies, APIs, best practices, or current information.
vision-multimodal
Vision and multimodal capabilities for Claude including image analysis, PDF processing, and document understanding. Activate for image input, base64 encoding, multiple images, and visual analysis.
vectordb
Vector database operations for embeddings and semantic search. Activate for Pinecone, Weaviate, Chroma, pgvector, RAG, and similarity search.
plugin-development
Complete guide to building Claude Code plugins — manifest schema, command/skill/agent/hook authoring, MCP server development, marketplace publishing, and testing
prompt-engineering
Crafting effective prompts, CLAUDE.md instructions, rules, agent system prompts, and skill bodies for optimal Claude Code behavior
session-analytics
Understanding and optimizing Claude Code session performance — token tracking, bottleneck identification, caching behavior, and cost estimation
worked-examples
Step-by-step tutorials and worked examples for common Claude Code workflows — setup, debugging, code review, agent teams, hooks, memory, optimization, and CI/CD
harness-expert
Expert-level Harness template types, runtime inputs, expression language, pipeline patterns (CI/CD, GitOps, Canary, Blue-Green), versioning, and step configurations
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