aws-ecs-monitor – OpenClaw Skill

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name: aws-ecs-monitor description: AWS ECS production health monitoring with CloudWatch log analysis — monitors ECS service health, ALB targets, SSL certificates, and provides deep CloudWatch log analysis for error categorization, restart detection, and production alerts.

AWS ECS Monitor

Production health monitoring and log analysis for AWS ECS services.

What It Does

• Health Checks: HTTP probes against your domain, ECS service status (desired vs running), ALB target group health, SSL certificate expiry
• Log Analysis: Pulls CloudWatch logs, categorizes errors (panics, fatals, OOM, timeouts, 5xx), detects container restarts, filters health check noise
• Auto-Diagnosis: Reads health status and automatically investigates failing services via log analysis

Prerequisites

• aws CLI configured with appropriate IAM permissions:
  • ecs:ListServices, ecs:DescribeServices
  • elasticloadbalancing:DescribeTargetGroups, elasticloadbalancing:DescribeTargetHealth
  • logs:FilterLogEvents, logs:DescribeLogGroups
• curl for HTTP health checks
• python3 for JSON processing and log analysis
• openssl for SSL certificate checks (optional)

Configuration

All configuration is via environment variables:

Variable	Required	Default	Description
ECS_CLUSTER	Yes	—	ECS cluster name
ECS_REGION	No	us-east-1	AWS region
ECS_DOMAIN	No	—	Domain for HTTP/SSL checks (skip if unset)
ECS_SERVICES	No	auto-detect	Comma-separated service names to monitor
ECS_HEALTH_STATE	No	./data/ecs-health.json	Path to write health state JSON
ECS_HEALTH_OUTDIR	No	./data/	Output directory for logs and alerts
ECS_LOG_PATTERN	No	/ecs/{service}	CloudWatch log group pattern ({service} is replaced)
ECS_HTTP_ENDPOINTS	No	—	Comma-separated name=url pairs for HTTP probes

Scripts

scripts/ecs-health.sh — Health Monitor

# Full check
ECS_CLUSTER=my-cluster ECS_DOMAIN=example.com ./scripts/ecs-health.sh

# JSON output only
ECS_CLUSTER=my-cluster ./scripts/ecs-health.sh --json

# Quiet mode (no alerts, just status file)
ECS_CLUSTER=my-cluster ./scripts/ecs-health.sh --quiet

Exit codes: 0 = healthy, 1 = unhealthy/degraded, 2 = script error

scripts/cloudwatch-logs.sh — Log Analyzer

# Pull raw logs from a service
ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh pull my-api --minutes 30

# Show errors across all services
ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh errors all --minutes 120

# Deep analysis with error categorization
ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh diagnose --minutes 60

# Detect container restarts
ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh restarts my-api

# Auto-diagnose from health state file
ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh auto-diagnose

# Summary across all services
ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh summary --minutes 120

Options: --minutes N (default: 60), --json, --limit N (default: 200), --verbose

Auto-Detection

When ECS_SERVICES is not set, both scripts auto-detect services from the cluster:

aws ecs list-services --cluster $ECS_CLUSTER

Log groups are resolved by pattern (default /ecs/{service}). Override with ECS_LOG_PATTERN:

# If your log groups are /ecs/prod/my-api, /ecs/prod/my-frontend, etc.
ECS_LOG_PATTERN="/ecs/prod/{service}" ECS_CLUSTER=my-cluster ./scripts/cloudwatch-logs.sh diagnose

Integration

The health monitor can trigger the log analyzer for auto-diagnosis when issues are detected. Set ECS_HEALTH_OUTDIR to a shared directory and run both scripts together:

export ECS_CLUSTER=my-cluster
export ECS_DOMAIN=example.com
export ECS_HEALTH_OUTDIR=./data

# Run health check (auto-triggers log analysis on failure)
./scripts/ecs-health.sh

# Or run log analysis independently
./scripts/cloudwatch-logs.sh auto-diagnose --minutes 30

Error Categories

The log analyzer classifies errors into:

• panic — Go panics
• fatal — Fatal errors
• oom — Out of memory
• timeout — Connection/request timeouts
• connection_error — Connection refused/reset
• http_5xx — HTTP 500-level responses
• python_traceback — Python tracebacks
• exception — Generic exceptions
• auth_error — Permission/authorization failures
• structured_error — JSON-structured error logs
• error — Generic ERROR-level messages

Health check noise (GET/HEAD /health from ALB) is automatically filtered from error counts and HTTP status distribution.