google-agents-cli-scaffold
Project scaffolding, deployment configuration, and CI/CD setup for Google ADK agents.
ecs
AWS ECS container orchestration for running Docker containers. Use when deploying containerized applications, configuring task definitions, setting up services, managing clusters, or troubleshooting container issues.
Full skill instructions
Amazon Elastic Container Service (ECS) is a fully managed container orchestration service. Run containers on AWS Fargate (serverless) or EC2 instances.
Logical grouping of tasks or services. Can contain Fargate tasks, EC2 instances, or both.
Blueprint for your application. Defines containers, resources, networking, and IAM roles.
Running instance of a task definition. Can run standalone or as part of a service.
Maintains desired count of tasks. Handles deployments, load balancing, and auto scaling.
| Type | Description | Use Case |
|---|---|---|
| Fargate | Serverless, pay per task | Most workloads |
| EC2 | Self-managed instances | GPU, Windows, specific requirements |
AWS CLI:
# Create cluster
aws ecs create-cluster --cluster-name my-cluster
# With capacity providers
aws ecs create-cluster \
--cluster-name my-cluster \
--capacity-providers FARGATE FARGATE_SPOT \
--default-capacity-provider-strategy \
capacityProvider=FARGATE,weight=1 \
capacityProvider=FARGATE_SPOT,weight=1
cat > task-definition.json << 'EOF'
{
"family": "web-app",
"networkMode": "awsvpc",
"requiresCompatibilities": ["FARGATE"],
"cpu": "256",
"memory": "512",
"executionRoleArn": "arn:aws:iam::123456789012:role/ecsTaskExecutionRole",
"taskRoleArn": "arn:aws:iam::123456789012:role/ecsTaskRole",
"containerDefinitions": [
{
"name": "web",
"image": "123456789012.dkr.ecr.us-east-1.amazonaws.com/my-app:latest",
"portMappings": [
{
"containerPort": 8080,
"protocol": "tcp"
}
],
"environment": [
{"name": "NODE_ENV", "value": "production"}
],
"secrets": [
{
"name": "DB_PASSWORD",
"valueFrom": "arn:aws:secretsmanager:us-east-1:123456789012:secret:db-password"
}
],
"logConfiguration": {
"logDriver": "awslogs",
"options": {
"awslogs-group": "/ecs/web-app",
"awslogs-region": "us-east-1",
"awslogs-stream-prefix": "ecs"
}
},
"healthCheck": {
"command": ["CMD-SHELL", "curl -f http://localhost:8080/health || exit 1"],
"interval": 30,
"timeout": 5,
"retries": 3,
"startPeriod": 60
}
}
]
}
EOF
aws ecs register-task-definition --cli-input-json file://task-definition.json
aws ecs create-service \
--cluster my-cluster \
--service-name web-service \
--task-definition web-app:1 \
--desired-count 2 \
--launch-type FARGATE \
--network-configuration "awsvpcConfiguration={
subnets=[subnet-12345678,subnet-87654321],
securityGroups=[sg-12345678],
assignPublicIp=DISABLED
}" \
--load-balancers "targetGroupArn=arn:aws:elasticloadbalancing:us-east-1:123456789012:targetgroup/web-tg/1234567890123456,containerName=web,containerPort=8080" \
--health-check-grace-period-seconds 60
aws ecs run-task \
--cluster my-cluster \
--task-definition my-batch-job:1 \
--launch-type FARGATE \
--network-configuration "awsvpcConfiguration={
subnets=[subnet-12345678],
securityGroups=[sg-12345678],
assignPublicIp=ENABLED
}"
# Register new task definition with updated image
aws ecs register-task-definition --cli-input-json file://task-definition.json
# Update service to use new version
aws ecs update-service \
--cluster my-cluster \
--service web-service \
--task-definition web-app:2 \
--force-new-deployment
# Register scalable target
aws application-autoscaling register-scalable-target \
--service-namespace ecs \
--resource-id service/my-cluster/web-service \
--scalable-dimension ecs:service:DesiredCount \
--min-capacity 2 \
--max-capacity 10
# Target tracking policy
aws application-autoscaling put-scaling-policy \
--service-namespace ecs \
--resource-id service/my-cluster/web-service \
--scalable-dimension ecs:service:DesiredCount \
--policy-name cpu-target-tracking \
--policy-type TargetTrackingScaling \
--target-tracking-scaling-policy-configuration '{
"TargetValue": 70.0,
"PredefinedMetricSpecification": {
"PredefinedMetricType": "ECSServiceAverageCPUUtilization"
},
"ScaleOutCooldown": 60,
"ScaleInCooldown": 120
}'
| Command | Description |
|---|---|
aws ecs create-cluster | Create cluster |
aws ecs describe-clusters | Get cluster details |
aws ecs list-clusters | List clusters |
aws ecs delete-cluster | Delete cluster |
| Command | Description |
|---|---|
aws ecs register-task-definition | Create task definition |
aws ecs describe-task-definition | Get task definition |
aws ecs list-task-definitions | List task definitions |
aws ecs deregister-task-definition | Deregister version |
| Command | Description |
|---|---|
aws ecs create-service | Create service |
aws ecs update-service | Update service |
aws ecs describe-services | Get service details |
aws ecs delete-service | Delete service |
| Command | Description |
|---|---|
aws ecs run-task | Run standalone task |
aws ecs stop-task | Stop running task |
aws ecs describe-tasks | Get task details |
aws ecs list-tasks | List tasks |
aws ecs update-service \
--cluster my-cluster \
--service web-service \
--deployment-configuration '{
"deploymentCircuitBreaker": {
"enable": true,
"rollback": true
}
}'
Check:
# View stopped tasks
aws ecs describe-tasks \
--cluster my-cluster \
--tasks $(aws ecs list-tasks --cluster my-cluster --desired-status STOPPED --query 'taskArns[0]' --output text)
Common causes:
Debug:
# Check CloudWatch logs
aws logs get-log-events \
--log-group-name /ecs/web-app \
--log-stream-name "ecs/web/abc123"
# Check task details
aws ecs describe-tasks \
--cluster my-cluster \
--tasks task-arn \
--query 'tasks[0].containers[0].{reason:reason,exitCode:exitCode}'
Causes:
# Check deployment status
aws ecs describe-services \
--cluster my-cluster \
--services web-service \
--query 'services[0].deployments'
# Check events
aws ecs describe-services \
--cluster my-cluster \
--services web-service \
--query 'services[0].events[:5]'
Causes:
Check execution role has:
{
"Effect": "Allow",
"Action": [
"ecr:GetAuthorizationToken",
"ecr:BatchCheckLayerAvailability",
"ecr:GetDownloadUrlForLayer",
"ecr:BatchGetImage"
],
"Resource": "*"
}
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