{"slug":"itsmostafa-ecs","name":"ecs","description":"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.","long_description":"---\nname: ecs\ndescription: 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.\nlast_updated: \"2026-01-07\"\ndoc_source: https://docs.aws.amazon.com/AmazonECS/latest/developerguide/\n---\n\n# AWS ECS\n\nAmazon Elastic Container Service (ECS) is a fully managed container orchestration service. Run containers on AWS Fargate (serverless) or EC2 instances.\n\n## Table of Contents\n\n- [Core Concepts](#core-concepts)\n- [Common Patterns](#common-patterns)\n- [CLI Reference](#cli-reference)\n- [Best Practices](#best-practices)\n- [Troubleshooting](#troubleshooting)\n- [References](#references)\n\n## Core Concepts\n\n### Cluster\n\nLogical grouping of tasks or services. Can contain Fargate tasks, EC2 instances, or both.\n\n### Task Definition\n\nBlueprint for your application. Defines containers, resources, networking, and IAM roles.\n\n### Task\n\nRunning instance of a task definition. Can run standalone or as part of a service.\n\n### Service\n\nMaintains desired count of tasks. Handles deployments, load balancing, and auto scaling.\n\n### Launch Types\n\n| Type | Description | Use Case |\n|------|-------------|----------|\n| **Fargate** | Serverless, pay per task | Most workloads |\n| **EC2** | Self-managed instances | GPU, Windows, specific requirements |\n\n## Common Patterns\n\n### Create a Fargate Cluster\n\n**AWS CLI:**\n\n```bash\n# Create cluster\naws ecs create-cluster --cluster-name my-cluster\n\n# With capacity providers\naws ecs create-cluster \\\n  --cluster-name my-cluster \\\n  --capacity-providers FARGATE FARGATE_SPOT \\\n  --default-capacity-provider-strategy \\\n    capacityProvider=FARGATE,weight=1 \\\n    capacityProvider=FARGATE_SPOT,weight=1\n```\n\n### Register Task Definition\n\n```bash\ncat > task-definition.json << 'EOF'\n{\n  \"family\": \"web-app\",\n  \"networkMode\": \"awsvpc\",\n  \"requiresCompatibilities\": [\"FARGATE\"],\n  \"cpu\": \"256\",\n  \"memory\": \"512\",\n  \"executionRoleArn\": \"arn:aws:iam::123456789012:role/ecsTaskExecutionRole\",\n  \"taskRoleArn\": \"arn:aws:iam::123456789012:role/ecsTaskRole\",\n  \"containerDefinitions\": [\n    {\n      \"name\": \"web\",\n      \"image\": \"123456789012.dkr.ecr.us-east-1.amazonaws.com/my-app:latest\",\n      \"portMappings\": [\n        {\n          \"containerPort\": 8080,\n          \"protocol\": \"tcp\"\n        }\n      ],\n      \"environment\": [\n        {\"name\": \"NODE_ENV\", \"value\": \"production\"}\n      ],\n      \"secrets\": [\n        {\n          \"name\": \"DB_PASSWORD\",\n          \"valueFrom\": \"arn:aws:secretsmanager:us-east-1:123456789012:secret:db-password\"\n        }\n      ],\n      \"logConfiguration\": {\n        \"logDriver\": \"awslogs\",\n        \"options\": {\n          \"awslogs-group\": \"/ecs/web-app\",\n          \"awslogs-region\": \"us-east-1\",\n          \"awslogs-stream-prefix\": \"ecs\",\n          \"mode\": \"non-blocking\",\n          \"max-buffer-size\": \"25m\"\n        }\n      },\n      \"healthCheck\": {\n        \"command\": [\"CMD-SHELL\", \"curl -f http://localhost:8080/health || exit 1\"],\n        \"interval\": 30,\n        \"timeout\": 5,\n        \"retries\": 3,\n        \"startPeriod\": 60\n      }\n    }\n  ]\n}\nEOF\n\naws ecs register-task-definition --cli-input-json file://task-definition.json\n```\n\n### Create Service with Load Balancer\n\n```bash\naws ecs create-service \\\n  --cluster my-cluster \\\n  --service-name web-service \\\n  --task-definition web-app:1 \\\n  --desired-count 2 \\\n  --launch-type FARGATE \\\n  --network-configuration \"awsvpcConfiguration={\n    subnets=[subnet-12345678,subnet-87654321],\n    securityGroups=[sg-12345678],\n    assignPublicIp=DISABLED\n  }\" \\\n  --load-balancers \"targetGroupArn=arn:aws:elasticloadbalancing:us-east-1:123456789012:targetgroup/web-tg/1234567890123456,containerName=web,containerPort=8080\" \\\n  --health-check-grace-period-seconds 60 \\\n  --deployment-configuration \"deploymentCircuitBreaker={enable=true,rollback=true}\"\n```\n\n### Run Standalone Task\n\n```bash\naws ecs run-task \\\n  --cluster my-cluster \\\n  --task-definition my-batch-job:1 \\\n  --launch-type FARGATE \\\n  --network-configuration \"awsvpcConfiguration={\n    subnets=[subnet-12345678],\n    securityGroups=[sg-12345678],\n    assignPublicIp=ENABLED\n  }\"\n```\n\n### Update Service (Deploy New Image)\n\n```bash\n# Register new task definition with updated image\naws ecs register-task-definition --cli-input-json file://task-definition.json\n\n# Update service to use new version\naws ecs update-service \\\n  --cluster my-cluster \\\n  --service web-service \\\n  --task-definition web-app:2 \\\n  --force-new-deployment\n```\n\n### Fargate Spot with SQS-Based Scaling\n\nUse `FARGATE_SPOT` for batch/queue workloads to cut costs ~70%. Always include a fallback to regular `FARGATE`.\n\n```bash\n# Create service with Spot + fallback\naws ecs create-service \\\n  --cluster batch-cluster \\\n  --service-name queue-processor \\\n  --task-definition my-processor:1 \\\n  --desired-count 0 \\\n  --capacity-provider-strategy \\\n    capacityProvider=FARGATE_SPOT,weight=4,base=0 \\\n    capacityProvider=FARGATE,weight=1,base=1 \\\n  --network-configuration \"awsvpcConfiguration={\n    subnets=[subnet-12345678],\n    securityGroups=[sg-12345678],\n    assignPublicIp=DISABLED\n  }\"\n\n# Register scalable target (scale to zero when queue empty)\naws application-autoscaling register-scalable-target \\\n  --service-namespace ecs \\\n  --resource-id service/batch-cluster/queue-processor \\\n  --scalable-dimension ecs:service:DesiredCount \\\n  --min-capacity 0 \\\n  --max-capacity 20\n\n# Scale-out alarm: messages > 100\naws cloudwatch put-metric-alarm \\\n  --alarm-name queue-scale-out \\\n  --metric-name ApproximateNumberOfMessagesVisible \\\n  --namespace AWS/SQS \\\n  --dimensions Name=QueueName,Value=my-queue \\\n  --statistic Average \\\n  --period 60 \\\n  --evaluation-periods 1 \\\n  --threshold 100 \\\n  --comparison-operator GreaterThanThreshold \\\n  --alarm-actions <scale-out-policy-arn>\n\n# Scale-in alarm: queue empty for 3 periods (conservative to avoid flapping)\naws cloudwatch put-metric-alarm \\\n  --alarm-name queue-scale-in \\\n  --metric-name ApproximateNumberOfMessagesVisible \\\n  --namespace AWS/SQS \\\n  --dimensions Name=QueueName,Value=my-queue \\\n  --statistic Average \\\n  --period 60 \\\n  --evaluation-periods 3 \\\n  --threshold 0 \\\n  --comparison-operator LessThanOrEqualToThreshold \\\n  --alarm-actions <scale-in-policy-arn>\n```\n\n**Fargate Spot interruption handling:** Spot tasks receive a SIGTERM 2 minutes before termination. Catch it in your application for graceful shutdown. For SQS consumers, call `ChangeMessageVisibility` on in-flight messages so they return to the queue rather than timing out.\n\n### Auto Scaling\n\n```bash\n# Register scalable target\naws application-autoscaling register-scalable-target \\\n  --service-namespace ecs \\\n  --resource-id service/my-cluster/web-service \\\n  --scalable-dimension ecs:service:DesiredCount \\\n  --min-capacity 2 \\\n  --max-capacity 10\n\n# Target tracking policy\naws application-autoscaling put-scaling-policy \\\n  --service-namespace ecs \\\n  --resource-id service/my-cluster/web-service \\\n  --scalable-dimension ecs:service:DesiredCount \\\n  --policy-name cpu-target-tracking \\\n  --policy-type TargetTrackingScaling \\\n  --target-tracking-scaling-policy-configuration '{\n    \"TargetValue\": 70.0,\n    \"PredefinedMetricSpecification\": {\n      \"PredefinedMetricType\": \"ECSServiceAverageCPUUtilization\"\n    },\n    \"ScaleOutCooldown\": 60,\n    \"ScaleInCooldown\": 120\n  }'\n```\n\n## CLI Reference\n\n### Cluster Management\n\n| Command | Description |\n|---------|-------------|\n| `aws ecs create-cluster` | Create cluster |\n| `aws ecs describe-clusters` | Get cluster details |\n| `aws ecs list-clusters` | List clusters |\n| `aws ecs delete-cluster` | Delete cluster |\n\n### Task Definitions\n\n| Command | Description |\n|---------|-------------|\n| `aws ecs register-task-definition` | Create task definition |\n| `aws ecs describe-task-definition` | Get task definition |\n| `aws ecs list-task-definitions` | List task definitions |\n| `aws ecs deregister-task-definition` | Deregister version |\n\n### Services\n\n| Command | Description |\n|---------|-------------|\n| `aws ecs create-service` | Create service |\n| `aws ecs update-service` | Update service |\n| `aws ecs describe-services` | Get service details |\n| `aws ecs delete-service` | Delete service |\n\n### Tasks\n\n| Command | Description |\n|---------|-------------|\n| `aws ecs run-task` | Run standalone task |\n| `aws ecs stop-task` | Stop running task |\n| `aws ecs describe-tasks` | Get task details |\n| `aws ecs list-tasks` | List tasks |\n\n## Best Practices\n\n### Security\n\n- **Use task roles** for AWS API access (not access keys)\n- **Use execution roles** for ECR/Secrets access\n- **Store secrets in Secrets Manager** or Parameter Store\n- **Use private subnets** with NAT gateway\n- **Enable CloudTrail** for API auditing\n\n### Performance\n\n- **Right-size CPU/memory** — monitor and adjust\n- **Use Fargate Spot** for fault-tolerant workloads (70% savings)\n- **Enable container insights** for monitoring\n- **Use service discovery** for internal communication\n\n### Reliability\n\n- **Deploy across multiple AZs**\n- **Configure health checks** properly\n- **Set appropriate deregistration delay**\n- **Use circuit breaker** for deployments\n\n```bash\naws ecs update-service \\\n  --cluster my-cluster \\\n  --service web-service \\\n  --deployment-configuration '{\n    \"deploymentCircuitBreaker\": {\n      \"enable\": true,\n      \"rollback\": true\n    }\n  }'\n```\n\n### Cost Optimization\n\n- **Use Fargate Spot** for batch workloads\n- **Right-size task resources**\n- **Scale to zero** when not needed\n- **Use capacity providers** for mixed Fargate/Spot\n\n## Troubleshooting\n\n### Task Fails to Start\n\n**Check:**\n\n```bash\n# View stopped tasks\naws ecs describe-tasks \\\n  --cluster my-cluster \\\n  --tasks $(aws ecs list-tasks --cluster my-cluster --desired-status STOPPED --query 'taskArns[0]' --output text)\n```\n\n**Common causes:**\n- Image not found (ECR permissions)\n- Secrets access denied\n- Network configuration (subnets, security groups)\n- Resource limits exceeded\n\n### Container Keeps Restarting\n\n**Debug:**\n\n```bash\n# Check CloudWatch logs\naws logs get-log-events \\\n  --log-group-name /ecs/web-app \\\n  --log-stream-name \"ecs/web/abc123\"\n\n# Check task details\naws ecs describe-tasks \\\n  --cluster my-cluster \\\n  --tasks task-arn \\\n  --query 'tasks[0].containers[0].{reason:reason,exitCode:exitCode}'\n```\n\n**Causes:**\n- Health check failing\n- Application crashing\n- Out of memory\n\n### Live Debugging with ECS Exec\n\nConnect directly to a running container without SSH. Requires `enableExecuteCommand: true` on the service and the SSM agent in your container image (included in most base images).\n\n```bash\n# Enable on existing service\naws ecs update-service \\\n  --cluster my-cluster \\\n  --service web-service \\\n  --enable-execute-command\n\n# Get a shell in a running task\nTASK_ARN=$(aws ecs list-tasks --cluster my-cluster --service-name web-service \\\n  --query 'taskArns[0]' --output text)\n\naws ecs execute-command \\\n  --cluster my-cluster \\\n  --task $TASK_ARN \\\n  --container web \\\n  --interactive \\\n  --command \"/bin/sh\"\n```\n\n**Requirements:** Task role must have `ssmmessages:CreateControlChannel`, `ssmmessages:CreateDataChannel`, `ssmmessages:OpenControlChannel`, `ssmmessages:OpenDataChannel` permissions.\n\n### Service Stuck Deploying\n\n```bash\n# Check deployment status\naws ecs describe-services \\\n  --cluster my-cluster \\\n  --services web-service \\\n  --query 'services[0].deployments'\n\n# Check events\naws ecs describe-services \\\n  --cluster my-cluster \\\n  --services web-service \\\n  --query 'services[0].events[:5]'\n```\n\n**Causes:**\n- Health check failing on new tasks\n- Not enough capacity\n- Target group health checks failing\n\n### Cannot Pull Image from ECR\n\n**Check execution role has:**\n\n```json\n{\n  \"Effect\": \"Allow\",\n  \"Action\": [\n    \"ecr:GetAuthorizationToken\",\n    \"ecr:BatchCheckLayerAvailability\",\n    \"ecr:GetDownloadUrlForLayer\",\n    \"ecr:BatchGetImage\"\n  ],\n  \"Resource\": \"*\"\n}\n```\n\n**Also check:**\n- VPC endpoint for ECR (if private su","tagline":"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.","category":"automation","tags":["agent-skill"],"author":"itsmostafa","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github candidate review","sourceDetail":"itsmostafa/aws-agent-skills","creatorName":"itsmostafa","creatorUrl":"https://github.com/itsmostafa","sourceUrl":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/itsmostafa-ecs#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":1150,"forks":444,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":44.83},"quality":{"score":78,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"1.1K","tone":"positive"},{"label":"Freshness","value":"5d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required)."]},"trust":{"version":"trust-score-v5","score":60,"base_score":68,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"5d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"fail","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add itsmostafa/aws-agent-skills --skill ecs"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"1.1K GitHub stars","repoActivity":"1.1K stars, 444 forks","lastPushed":"5d since push","license":"MIT","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","install":"npx skills add itsmostafa/aws-agent-skills --skill ecs","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","5d since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","trust_score":60,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":68,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":68,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.1K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":83,"weight":0.08,"status":"pass","detail":"1.1K stars, 444 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"5d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":36,"weight":0.12,"status":"fail","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add itsmostafa/aws-agent-skills --skill ecs"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":22,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.1K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"1.1K stars, 444 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"5d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"fail","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add itsmostafa/aws-agent-skills --skill ecs"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"evidence":{"stars":"1.1K GitHub stars","repoActivity":"1.1K stars, 444 forks","lastPushed":"5d since push","license":"MIT","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","install":"npx skills add itsmostafa/aws-agent-skills --skill ecs","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","5d since push","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":34,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":67,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No limitations or cost warnings mentioned.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate ecs before installing it in an agent workflow","automation","Local desktop workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add itsmostafa/aws-agent-skills --skill ecs"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add itsmostafa/aws-agent-skills --skill ecs"]},{"id":"trust_score","label":"Trust score","status":"warn","score":68,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","1.1K GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":78,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":34,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"5d since push","evidence":["5d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":22,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/itsmostafa-ecs/evals","api":"/api/agent/evals?slug=itsmostafa-ecs","text":"/api/agent/evals?slug=itsmostafa-ecs&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"itsmostafa-ecs","name":"ecs","description":"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.","category":"automation","url":"https://www.openagentskill.com/skills/itsmostafa-ecs","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","github_repo":"itsmostafa/aws-agent-skills"},"suited_tasks":["Local desktop workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add itsmostafa-ecs"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"ecs\" agent skill from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"ecs\" as a Claude Code skill from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"ecs\" from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/itsmostafa-ecs/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/itsmostafa-ecs"},"trust":{"score":68,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.1K GitHub stars","repoActivity":"1.1K stars, 444 forks","lastPushed":"5d since push","license":"MIT","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","install":"npx skills add itsmostafa/aws-agent-skills --skill ecs","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No limitations or cost warnings mentioned.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":78,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"5d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision"],"agent_contract":{"task_input":"Use ecs in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 68/100 Manual review","Audit: 78/100 Needs review","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"itsmostafa-ecs (ecs)","install_command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"itsmostafa-ecs","task":"Use ecs in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/itsmostafa-ecs","api":"https://www.openagentskill.com/api/agent/skills/itsmostafa-ecs","audit":"https://www.openagentskill.com/skills/itsmostafa-ecs/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=itsmostafa-ecs&task=Use%20ecs%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20ecs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20ecs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/itsmostafa-ecs/install","manifest":"https://www.openagentskill.com/api/registry/manifest/itsmostafa-ecs"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"itsmostafa-ecs","name":"ecs","description":"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.","category":"automation","url":"https://www.openagentskill.com/skills/itsmostafa-ecs","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","github_repo":"itsmostafa/aws-agent-skills"},"suited_tasks":["Local desktop workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add itsmostafa-ecs"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"ecs\" agent skill from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"ecs\" as a Claude Code skill from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"ecs\" from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/itsmostafa-ecs/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/itsmostafa-ecs"},"trust":{"score":68,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.1K GitHub stars","repoActivity":"1.1K stars, 444 forks","lastPushed":"5d since push","license":"MIT","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","install":"npx skills add itsmostafa/aws-agent-skills --skill ecs","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No limitations or cost warnings mentioned.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":78,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"5d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision"],"agent_contract":{"task_input":"Use ecs in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 68/100 Manual review","Audit: 78/100 Needs review","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"itsmostafa-ecs (ecs)","install_command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"itsmostafa-ecs","task":"Use ecs in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/itsmostafa-ecs","api":"https://www.openagentskill.com/api/agent/skills/itsmostafa-ecs","audit":"https://www.openagentskill.com/skills/itsmostafa-ecs/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=itsmostafa-ecs&task=Use%20ecs%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20ecs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20ecs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/itsmostafa-ecs/install","manifest":"https://www.openagentskill.com/api/registry/manifest/itsmostafa-ecs"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"security-compliance","title":"Security and compliance"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add itsmostafa/aws-agent-skills --skill ecs","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":1150,"starsLabel":"1.1K","forks":444,"license":"MIT","qualityScore":78,"trustScore":68,"auditScore":78},"maintenance":{"status":"fresh","label":"5d since push","daysSincePush":5,"lastPushedAt":"2026-08-31T16:35:38+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No limitations or cost warnings mentioned."]},"coverageTags":["Coding","Coding agents","automation","agent-skill"]},"audit":{"audit_score":78,"risk_level":"needs_review","risk_label":"Needs review","quality_score":78,"trust_score":68,"maintenance_score":100,"security_score":70,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","No explicit prerequisites section (e.g., AWS CLI installed, IAM permissions required).","No limitations or cost warnings mentioned.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":21.43,"usage_score":0,"review_score":5.4,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"security-compliance","title":"Security and compliance","url":"https://www.openagentskill.com/use-cases/security-compliance"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"}],"stacks":[{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add itsmostafa/aws-agent-skills --skill ecs","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add itsmostafa-ecs","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"ecs\" agent skill from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"ecs\" as a Claude Code skill from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"ecs\" from https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"itsmostafa-ecs\",\"task\":\"Install ecs\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","github_repo":"itsmostafa/aws-agent-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/itsmostafa-ecs","repository":"https://github.com/itsmostafa/aws-agent-skills/tree/main/skills/ecs","api":"/api/agent/skills/itsmostafa-ecs","install_api":"/api/skills/itsmostafa-ecs/install"},"meta":{"created_at":"2026-09-04T10:41:23.711226+00:00","updated_at":"2026-09-04T10:41:23.956267+00:00","agent_friendly":true}}