健康與健身

Automate local development environment setup for multi-service applications. Use when developers need to quickly set up or configure local dev environments with frontend (React/TypeScript/Tailwind), backend (Node/TypeScript), PostgreSQL, Redis, and Kubernetes orchestration. Handles single-command setup, teardown, configuration management, health checks, and docker-compose/k8s deployment workflows.

Customer health scoring and churn prediction for K-12 school districts using multi-factor analysis of usage, support tickets, satisfaction, and engagement patterns

Ongoing health monitoring and status reporting for CODITECT submodules including git status, symlink integrity, update tracking, and ecosystem-wide dashboards.

Validate backend development environment and authentication status. Use when (1) new backend developer onboarding, (2) checking required tools (gh CLI, Git, Node, pnpm, Supabase), (3) verifying GitHub auth and repo access, (4) orchestrator auto-runs at work start.

Deploys WitchCityRope to production environment on DigitalOcean. Automates build, registry push, server deployment, database migrations (if needed), health verification, and rollback capability. SINGLE SOURCE OF TRUTH for production deployment automation.

Comprehensive FHIR (Fast Healthcare Interoperability Resources) software development assistant. Use when working with FHIR APIs, implementations, or healthcare data exchange. Supports FHIR R4, R4B, R5, Implementation Guides (IGs), validation, terminology, and SMART on FHIR. Ideal for building FHIR servers, clients, validators, or healthcare applications that need to process FHIR resources.

Revenue operations intelligence for sales/marketing/CS leaders managing E-rate seasonal patterns, customer health scoring, proposal automation, and marketing content generation in K-12 rural broadband market

Reviews and improves Linear projects interactively. Use when starting a new project, reviewing project health, improving documentation, creating status updates, or bringing an unstructured project up to professional standards.

Kubernetes deployment patterns with Helm charts. Covers deployments, services, ConfigMaps, Secrets, Dapr sidecar injection, health probes, and resource management.

프로젝트 상태 점검 및 건강 진단. 상태, 점검, health, check, inspect 키워드에 자동 활성화.

Provides comprehensive Render.com deployment standards covering environment configuration, database migrations, cron jobs, health checks, log management, and production best practices for web services

Generate comprehensive network infrastructure reports including health status, performance analysis, security audits, and capacity planning recommendations.

Production deployment configurations for Celery workers and beat schedulers across Docker, Kubernetes, and systemd environments. Use when deploying Celery to production, containerizing workers, orchestrating with Kubernetes, setting up systemd services, configuring health checks, implementing graceful shutdowns, or when user mentions deployment, Docker, Kubernetes, systemd, production setup, or worker containerization.

Real-time stock synchronization for TSH Clients Console. Use when:(1) Debugging stock sync issues (webhooks not firing, stock not updating)(2) Understanding webhook event handling(3) Implementing stock-affecting features(4) Troubleshooting stock discrepancies between Zoho and app(5) Adding new stock-affecting transaction handlers(6) Monitoring stock sync health(7) Understanding the multi-layer sync architecture

Load when handling moderation issues, conflict resolution, rule enforcement,or developing moderation policies. Contains Discord-specific guidelines andbest practices for maintaining a healthy, safe community.

Guides systematic implementation of new sustainability metrics in OSS Sustain Guard using the plugin-based metric system. Use when adding metric functions to evaluate project health aspects like issue responsiveness, test coverage, or security response time.

Kubernetes deployment patterns including Deployments, Services, Ingress, ConfigMaps, Secrets, resource management, health checks, and horizontal pod autoscaling. Covers kubectl commands, YAML manifests, and GitOps workflows. Use when deploying to Kubernetes, managing containers, setting up services, or troubleshooting pod issues.

Medical document OCR processing for extracting structured clinical data from medical images (prescriptions, lab results, clinical notes). Uses Google Cloud Vision for text extraction and medical NLP for entity recognition. Deploy when processing healthcare documents, extracting patient data, or converting medical images to structured formats.

Monitor Bob The Skull operation and debug issues. Use when checking system health, diagnosing problems, analyzing logs, monitoring state transitions, or troubleshooting component failures. Covers web monitor, logs, MQTT, state machine, and performance metrics.

Optimizes ProAgentic development environment by cleaning port conflicts, Docker images, memory issues, and test artifacts. Performs aggressive port cleanup, Docker image optimization, memory monitoring, and system health diagnostics. Use before starting development, when app won't start with port errors, when system feels slow, or for weekly maintenance. Provides before/after metrics and health reports.