sherpa-onnx-tts
Local text-to-speech via sherpa-onnx (offline, no cloud)
Local text-to-speech via sherpa-onnx (offline, no cloud)
Docker image optimization patterns including multi-stage builds, layer caching, security hardening, and size reduction techniques. Use when building Docker images, optimizing container size, improving build performance, or implementing Docker security best practices. Reduces image sizes by 70-90% and build times by 50-80%.
Generate Docker Compose and Dockerfile configurations for local development through interactive Q&A. Supports PHP/Laravel, WordPress, Drupal, Joomla, Node.js, and Python stacks with Nginx, Supervisor/PM2, databases, Redis, and email testing. Always asks clarifying questions before generating configurations.
DevOps and platform engineering patterns: Kubernetes, Terraform, GitOps, CI/CD, observability, incident response, and cloud-native ops.
Используй только внутри активного Codex Project Autopilot-проекта, когда data-layer уже относится к плану автопилота.
Deploy, manage, and scale applications on Kubernetes clusters using manifests, Helm charts, and autoscaling configurations.
Manage Docker containers via Portainer at {{PORTAINER_HOST}}:{{PORTAINER_PORT}}.
Consult Snowflake CREATE EXTERNAL VOLUME parameter reference before generating any CREATE EXTERNAL VOLUME DDL.
Store, search, and manage vector embeddings for semantic memory and similarity search via the Qdrant instance at {{QDRANT_HOST}}:{{QDRANT_PORT}}.
Perform file CRUD operations in the shared volume at {{SHARED_VOLUME}}.
Process Excel spreadsheets using command-line tools in the shared volume at {{SHARED_VOLUME}}.
Consult Snowflake CREATE STAGE parameter reference before generating any CREATE STAGE DDL for internal stages.
World-class infrastructure automation - Terraform, Pulumi, CloudFormation, and the battle scars from managing infrastructure that handles production trafficUse when "terraform, pulumi, cloudformation, infrastructure, iac, state file, remote backend, s3 backend, dynamodb lock, terraform plan, terraform apply, terraform destroy, module, workspace, provider, resource, state drift, import, aws, gcp, azure, infrastructure, terraform, pulumi, cloudformation, iac, devops, aws, gcp, azure, cloud" mentioned.
Infrastructure and platform specialist for Kubernetes, Terraform, GitOps, and cloud-native architectureUse when "kubernetes, k8s, terraform, infrastructure, deployment, helm, argocd, gitops, service mesh, istio, cloud platform, kubernetes, terraform, gitops, argocd, helm, istio, aws, gcp, azure, infrastructure, platform, devops, ml-memory" mentioned.
Container specialist for Docker, Docker Compose, image optimization, and container orchestration fundamentalsUse when "docker, dockerfile, container, docker-compose, image, containerize, docker build, multi-stage build, docker, containers, dockerfile, docker-compose, images, kubernetes, devops, containerization, microservices" mentioned.