mlops
MLflow, model versioning, experiment tracking, model registry, and production ML systems
monitoring-observability
Prometheus, Grafana, logging, alerting, and data pipeline observability
nosql-databases
MongoDB, Redis, Cassandra, DynamoDB, and distributed database patterns for scalable applications
python-programming
Master Python fundamentals, OOP, data structures, async programming, and production-grade scripting for data engineering
sql-databases
SQL query optimization, schema design, indexing strategies, and relational database mastery for production data systems
statistics-math
Statistics, probability, linear algebra, and mathematical foundations for data science
testing-quality
pytest, data validation, Great Expectations, and quality assurance for data systems
ollama
Use this if the user wants to connect to Ollama or leverage Ollama in any shape or form inside their project. Guide users integrating Ollama into their projects for local AI inference. Covers installation, connection setup, model management, and API usage for both Python and Node.js. Helps with text generation, chat interfaces, embeddings, streaming responses, and building AI-powered applications using local LLMs.
home-assistant
Use this if the user wants to connect to Home Assistant or leverage Home Assistant in any shape or form inside their project. Guide users integrating Home Assistant into projects for home automation control or data ingestion. Collects and validates connection credentials (URL and Long-Lived Access Token), provides API reference documentation for Python and Node.js implementations, and helps integrate Home Assistant APIs into user projects.
openfga
OpenFGA authorization modeling best practices for defining types and relations, writing relationship tuples, deriving can_* permissions, applying type restrictions and usersets, and authoring .fga.yaml check/list_objects/list_users tests. Use when authoring, reviewing, or refactoring OpenFGA models, tuples, permissions, .fga files, .fga.yaml test files, or OpenFGA SDK integrations in JavaScript, TypeScript, Go, Python, Java, or .NET.
typescript-implementation
Implement TypeScript patterns, convert JavaScript to TypeScript, add type annotations, create generics, implement decorators, and enforce strict type safety in Angular projects.
performance
Angular performance optimization, change detection strategies, and bundle optimization
forms-implementation
Build reactive and template-driven forms, implement custom validators, create async validators, add cross-field validation, and generate dynamic forms for Angular applications.
http-client
Angular HttpClient for API communication, interceptors, and error handling
modern-angular-implementation
Implement Angular 18+ features: Signals, standalone components, @defer blocks, SSR, zoneless change detection, new control flow syntax, and Material 3 integration.
testing-deployment-implementation
Write unit tests for components and services, implement E2E tests with Cypress, set up test mocks, optimize production builds, configure CI/CD pipelines, and deploy to production platforms.
state-implementation
Implement NgRx store with actions and reducers, build selectors, create effects for async operations, configure entity adapters, and integrate HTTP APIs with state management.
routing-performance-implementation
Configure routing with lazy loading, implement route guards, set up preloading strategies, optimize change detection, analyze bundles, and implement performance optimizations.
rxjs-implementation
Implement RxJS observables, apply operators, fix memory leaks with unsubscribe patterns, handle errors, create subjects, and build reactive data pipelines in Angular applications.
angular-material
Angular Material UI components, theming, and accessible interface design
deployment
Angular application deployment, CI/CD pipelines, and hosting strategies
angular-core-implementation
Generate Angular components, services, modules, and directives. Implement dependency injection, lifecycle hooks, data binding, and build production-ready Angular architectures.
docker-principal-engineer
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opa-gatekeeper-principal-engineer
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nginx-ingress-principal-engineer
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keycloak-principal-engineer
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jaeger-principal-engineer
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istio-principal-engineer
|
flink-principal-engineer
|
kafka-principal-engineer
|
mongodb-principal-engineer
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mysql-principal-engineer
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helm-principal-engineer
|
grafana-principal-engineer
|
github-actions-principal-engineer
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envoy-principal-engineer
|
cert-manager-principal-engineer
|
scylladb-principal-engineer
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nats-principal-engineer
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opensearch-principal-engineer
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redis-principal-engineer
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rabbitmq-master
|
postgresql-principal-engineer
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ai-ml-principal-engineer
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vault-principal-engineer
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elasticsearch-principal-engineer
|
dbt-principal-engineer
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cockroachdb-principal-engineer
|
clickhouse-principal-engineer
|
solidjs-solidstart-expert
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