Beanie ODM
This skill should be used when the user asks to "create MongoDB model", "define Beanie document", "write MongoDB query", "create aggregation pipeline", "run database migration", "index MongoDB collection", or mentions Beanie, Motor, MongoDB documents, or async database operations. Provides MongoDB/Beanie ODM patterns for FastAPI.
FastAPI Background Tasks
This skill should be used when the user asks to "create background task", "add async job", "implement task queue", "schedule periodic task", "use Celery", "use ARQ", "process async", or mentions background processing, task queues, job scheduling, workers, or async jobs. Provides multiple task queue framework patterns.
FastAPI Caching
This skill should be used when the user asks to "add caching", "implement Redis cache", "cache API response", "invalidate cache", "add cache layer", "optimize with caching", or mentions Redis, caching strategies, cache invalidation, or performance optimization. Provides Redis caching patterns for FastAPI.
FastAPI Kubernetes Deployment
This skill should be used when the user asks to "deploy FastAPI to Kubernetes", "create Dockerfile", "build Docker image", "write Helm chart", "configure K8s deployment", "add health checks", "scale FastAPI", or mentions Docker, Kubernetes, K8s, containers, Helm, or deployment. Provides containerization and orchestration patterns.
FastAPI Observability
This skill should be used when the user asks to "add logging", "implement metrics", "add tracing", "configure Prometheus", "setup OpenTelemetry", "add health checks", "monitor API", or mentions observability, APM, monitoring, structured logging, distributed tracing, or Grafana. Provides comprehensive observability patterns.
FastAPI Patterns
This skill should be used when the user asks to "create a FastAPI endpoint", "add async route", "implement dependency injection", "create middleware", "handle exceptions", "structure FastAPI project", or mentions FastAPI patterns, routers, or API design. Provides comprehensive FastAPI development patterns with async best practices.
FastAPI Real-Time Features
This skill should be used when the user asks to "add WebSocket", "implement real-time", "create file upload", "add S3 upload", "send email", "implement notifications", "broadcast events", or mentions WebSockets, file storage, email service, push notifications, or real-time communication. Provides WebSocket, file upload, and notification patterns.
Keycloak FastAPI Integration
This skill should be used when the user asks to "add Keycloak authentication", "implement OIDC", "configure SSO", "validate JWT token", "add role-based access", "protect API endpoint", or mentions Keycloak, OAuth2, OpenID Connect, identity provider, or authentication in FastAPI. Provides Keycloak/OIDC integration patterns.
fastapi-patterns
FastAPI best practices, Pydantic models, SQLAlchemy ORM, async patterns, dependency injection, and JWT authentication. Activate for FastAPI apps, async Python APIs, API design, and modern Python web services.
react-vite
React 18+ patterns with Vite bundler, TypeScript, hooks, component design, and state management. Activate for React apps, Vite configuration, TypeScript, frontend development, and modern React patterns.
keycloak-admin
Keycloak administration including realm management, client configuration, OAuth 2.0 setup, user management with custom attributes, role and group management, theme deployment, and token configuration. Activate for Keycloak Admin API operations, authentication setup, and identity provider configuration.
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".
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.
contextual-intelligence
Project fingerprinting, association rule mining (Apriori), and cosine-similarity plugin recommendations
accessibility
MUI accessibility patterns, ARIA attributes, and WCAG compliance
advanced-components
Advanced MUI component patterns — Autocomplete (async, virtualized, grouped, createFilterOptions), Stepper (non-linear, vertical, mobile), Popover, Popper, Portal, ClickAwayListener, and complex composition
base-headless
MUI Base (unstyled/headless) components and hooks — useButton, useInput, useMenu, useSlider for building custom UI
charts
MUI X Charts — BarChart, LineChart, PieChart, ScatterChart, composition API, custom axes, tooltips, and responsive patterns
components
MUI core component patterns and best practices
css-variables-pigment
MUI CSS Variables mode (CssVarsProvider), Pigment CSS zero-runtime engine, and CSS custom properties theming
data-grid
MUI X DataGrid configuration, server-side integration, and optimization
date-pickers
MUI X Date/Time Pickers setup, configuration, and form integration
ecosystem-integrations
MUI ecosystem — FormEngine, react-jsonschema-form, Uniforms, schema-driven forms, Tailwind interop, Framer Motion, and third-party component libraries
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
forms-validation
MUI form patterns with validation and library integration
i18n-rtl
MUI internationalization, RTL support, locale customization, and bidirectional text
joy-ui
Joy UI — MUI's alternative design system with CSS variables, modern aesthetics, and simpler API
layout-responsive
MUI layout components and responsive design patterns
migration
MUI version migration guides — v4→v5 and v5→v6 with codemods and patterns
performance
MUI performance optimization — tree-shaking, bundle size, rendering, SSR
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
slots-api
MUI slots and slotProps API for deep component customization — replacing internal elements, custom renderers, and composition patterns
ssr-nextjs
MUI server-side rendering with Next.js — App Router, Pages Router, RSC compatibility, Emotion cache, and Pigment CSS
mui-theming
MUI theming system — createTheme, palette, typography, dark mode, component overrides, TypeScript augmentation, and design tokens
tree-view
MUI X Tree View — SimpleTreeView, RichTreeView, lazy loading, custom icons, multiselect, drag-and-drop, and virtualization
virtualization
MUI list virtualization with react-window, react-virtuoso, virtualized Autocomplete, and large dataset rendering patterns
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.
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
project-fingerprinting
Deep project fingerprinting for tech stack detection, architecture analysis, and quality assessment
upgrade-analysis
Core analysis patterns, detection heuristics, and scoring algorithms for the upgrade intelligence system
atlassianapi
Atlassian API integration for Jira and Confluence automation. Activate for Atlassian REST APIs, webhooks, and platform integration.
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
helm-development
Helm chart development workflow including chart structure, values management, testing, linting, and publishing for EKS deployments with Keycloak integration
local-eks-development
Local Kubernetes development with EKS parity using Kind, LocalStack for AWS services, and local Keycloak for authentication testing
agent-teams-advanced
Advanced patterns for Claude Code Agent Teams — topology design, cross-team communication, worktree coordination, failure handling, and cost management
cicd-integration
Patterns for integrating Claude Code into CI/CD pipelines — GitHub Actions, GitLab CI, pre-commit hooks, automated PR reviews, headless mode, and cost control
model-routing
Intelligent model selection for Claude Code — decision matrices, cost tables, budget planning, and subagent model assignment for optimal cost/quality tradeoffs
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