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Set up uv (Rust-based Python package manager) in CI/CD pipelines. Use when configuring GitHub Actions workflows, GitLab CI/CD, Docker builds, or matrix testing across Python versions. Includes pattern...
Sets up and configures Google Kubernetes Engine (GKE) clusters for production use. Use when creating new GKE clusters, choosing between Autopilot vs Standard modes, configuring networking (VPC-native,...
Implements Google Cloud Pub/Sub integration in Python by configuring topics, subscriptions, publishing/subscribing, dead letter queues, and local emulator setup. Use when building event-driven archite...
Pytest fixture patterns for Textual TUI application testing. Creates reusable test setup code including app factories, Pilot wrappers, mock fixtures, and async patterns. Use when: setting up test infr...
Analyzes and resolves common Gradle build issues including OutOfMemory errors, dependency conflicts, build cache problems, configuration cache failures, and slow builds. Use when asked to "debug Gradl...
Manages Python project dependencies with uv. Learn how to add, remove, and updates dependencies, organize them into groups (dev, test, lint, docs), pin versions, handle conflicts, and manages lock fil...
Provides methods to interact with Home Assistant REST API for entity discovery, state retrieval, and service calls including authentication, entity patterns, service calls, and state queries. Use when...
Configures Gradle with Spring Boot projects including plugin setup, bootable JAR creation, layered JARs for Docker optimization, and multi-module Spring Boot configurations. Use when asked to "set up...
Configures comprehensive logging, metrics, distributed tracing, and alerting for GKE applications. Use when setting up Cloud Logging, creating dashboards in Cloud Monitoring, instrumenting Spring Boot...
Creates Model Context Protocol (MCP) servers enabling LLMs to interact with external services through well-designed tools, resources, and prompts. Use when asked to "build an MCP server", "create MCP...
Adds text labels to OpenSCAD 3D models using BOSL2's face/anchor system and specialized labeling libraries. Use when you need to label model faces, add part numbers, create dimension annotations, or w...
Records browser workflows as annotated GIFs for documentation and tutorials. Use when creating visual documentation of browser interactions, recording step-by-step tutorials, or capturing workflows fo...
Diagnoses and fixes IPv6 DNS issues causing clients to connect to Cloudflare OAuth instead of using local network access. Use when services show OAuth login prompt on local WiFi, slow initial connecti...
Manage project todos in todo.md files with task states (pending, in_progress, completed). PROACTIVELY invoke when Claude detects need to create or update a todo during a session. Use when breaking dow...
Provides Home Assistant dashboard layout patterns using vertical-stack (top-to-bottom), horizontal-stack (side-by-side), grid (responsive multi-column), panel (full-screen), and nested layouts for com...
Create async context managers for resource management using @asynccontextmanager decorator. Use when managing async resources, database sessions, file handles, connections, or any resource requiring a...
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