aws-billing-and-cost-management
aws/agent-toolkit-for-aws
Analyze AWS costs, optimize spending, and manage budgets with expert domain knowledge.
What is aws-billing-and-cost-management?
Analyze AWS spending trends, evaluate Savings Plans and Reserved Instances, right-size compute resources, set up budget alerts, and query detailed billing data. Use this skill when investigating cost spikes, planning commitment purchases, auditing resource efficiency, or scoping costs to specific billing views.
- Query cost and usage data by service, account, tag, or time range using Cost Explorer
- Get right-sizing recommendations for EC2, Lambda, RDS, and EBS via Compute Optimizer
- Evaluate Savings Plans and Reserved Instance purchase decisions with cost projections
- Set up and manage budget alerts with optional billing view scoping
- Look up AWS service pricing using the Price List API
- Query detailed line-item billing data (CUR 2.0) with Athena
How to install aws-billing-and-cost-management
npx skills add https://github.com/aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management- AWS CLI configured with appropriate IAM permissions (ce:*, budgets:*, compute-optimizer:*, pricing:*, athena:*, s3:* for CUR queries)
- Compute Optimizer requires opt-in via `update-enrollment-status --status Active`
- CUR 2.0 requires prior setup and Athena access to the billing S3 bucket
- Cost Anomaly Detection requires prior enablement in Cost Explorer
How to use aws-billing-and-cost-management
- 1.Determine the current date using a tool before making any API calls (critical for accurate analysis)
- 2.Choose your analysis goal from the decision guide (e.g., 'What am I spending?' → Cost Explorer)
- 3.Run the appropriate AWS CLI command with correct filters and time periods (end date is exclusive)
- 4.For any numerical calculations on returned data, use a Python script or calculator tool—never rely on LLM arithmetic
- 5.Review results and drill down into specific services, accounts, or tags as needed
- 6.For billing view scoping, discover available views with `list-billing-views` and add `--billing-view-arn` to supported API calls
Use cases
- Analyze monthly spending by service and identify top cost drivers
- Evaluate whether to purchase Savings Plans or Reserved Instances for committed workloads
- Right-size oversized EC2 instances, Lambda functions, or RDS databases based on utilization
- Set up budget alerts for teams or cost centers with automatic notifications
- Investigate unexpected cost increases and trace root causes
- FinOps engineers and cost optimization specialists
- AWS account owners and billing administrators
- DevOps and infrastructure teams managing cloud spending
- Solutions architects evaluating commitment-based discounts
- Developers investigating resource efficiency and cost anomalies
aws-billing-and-cost-management FAQ
LLMs frequently default to dates from training data instead of the actual current date, causing Cost Explorer queries to return stale data that appears correct but is completely wrong. Always use a tool to get the current date.
No. LLM arithmetic is unreliable on cost data. Always write a Python script or use a calculator tool to perform sums, averages, percentages, comparisons, or counts on API results.
APIs that support `--billing-view-arn` include `get-cost-and-usage`, `get-cost-and-usage-with-resources`, `get-cost-forecast`, `get-usage-forecast`, `get-dimension-values`, `get-tags`, and `get-cost-comparison-drivers`. Reservation and Savings Plans coverage/utilization APIs do not support it.
First opt in to Compute Optimizer with `update-enrollment-status --status Active`. Then use the Compute Optimizer API or console to retrieve recommendations. See the ec2-rightsizing reference for detailed patterns.
Cost Explorer provides aggregated cost and usage data with built-in filtering and grouping, suitable for dashboards and trend analysis. CUR 2.0 provides detailed line-item billing records queryable via Athena, suitable for deep audits and custom cost allocation.
Full instructions (SKILL.md)
Source of truth, from aws/agent-toolkit-for-aws.
name: aws-billing-and-cost-management description: | Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies, scope costs to billing views, and monitor Free Tier usage. Triggers on: AWS bill, cost analysis, reduce spend, savings plan, reserved instance, right-size, budget alert, cost optimization, pricing, free tier, cost anomaly, CUR, cost audit, billing view, billing view ARN. metadata: version: "1"
Billing and Cost Management
Overview
Analyze, optimize, and manage AWS costs. This skill encodes domain expertise from AWS's cost management products — gotchas, correct API usage patterns, and optimization workflows that models frequently get wrong.
Usage
Use this skill when:
- Analyzing AWS spending, cost trends, or cost breakdowns
- Setting up or managing budget alerts
- Evaluating Savings Plans or Reserved Instance purchases
- Right-sizing EC2, Lambda, RDS, or EBS resources
- Looking up AWS service pricing
- Running cost audits or investigating cost spikes
- Querying CUR data with Athena
- Scoping cost analysis to a specific billing view
- Checking Free Tier usage
Core Concepts
- Cost Explorer — query cost/usage data by service, account, tag, or time range
- Budgets — set spending thresholds with alerts; supports billing view scoping
- Billing Views — scope cost data to a subset of billing (custom view, billing group, or primary)
- Compute Optimizer — right-sizing recommendations for EC2, Lambda, EBS, RDS
- Cost Optimization Hub — aggregated savings recommendations across services
- Savings Plans / Reserved Instances — commitment-based discounts
- CUR 2.0 — detailed line-item billing data queryable via Athena
Recommended setup: Use the AWS MCP server for sandboxed execution, audit logging, and enterprise controls. See: https://docs.aws.amazon.com/aws-mcp/
Without AWS MCP: All commands use standard AWS CLI syntax and work with any agent that has CLI access.
Critical Rule: Always Check the Current Date
Before making ANY Cost Explorer, Budgets, or Savings Plans API call, you MUST determine the current date. Use a tool to get the current date and time — do NOT assume or guess the year. LLMs frequently default to dates from their training data instead of the actual current date, producing analyses of stale data that appear correct but are completely wrong.
Critical Rule: Deterministic Calculations
You MUST NEVER perform numerical calculations (sums, averages, percentages, comparisons, counts, min/max) by reasoning in your response. LLM arithmetic is unreliable and produces wrong answers on cost data.
You MUST ALWAYS use a script or calculator tool for any math on data returned from API calls. Write a Python script that performs the calculation and prints the result. If the AWS MCP server's run_script tool is available, use it. Otherwise, run the script locally.
Read references/deterministic-calculations.md for patterns and examples.
Decision Guide
| Question | Tool | Reference |
|---|---|---|
| What am I spending? Where are costs going up? | Cost Explorer | references/cost-explorer.md |
| How much does a service cost? | Price List API | references/pricing-lookup.md |
| Where can I save money? (start here) | Cost Optimization Hub | references/cost-optimization-hub.md |
| Should I buy Savings Plans? | CE SP Recommendations | references/savings-plans.md |
| Should I buy Reserved Instances? | CE RI Recommendations | references/reserved-instances.md |
| Deep-dive on a specific EC2/Lambda/EBS/RDS rec? | Compute Optimizer | references/ec2-rightsizing.md, references/lambda-optimization.md, references/rds-optimization.md, references/ebs-optimization.md |
| How do I set up budget alerts? | Budgets | references/budgets.md |
| What's causing a cost spike? | Cost Anomaly Detection | references/cost-explorer.md |
| Am I within Free Tier? | Free Tier API | references/free-tier.md |
| How do I reduce my bill? | Cost Audit workflow | references/cost-audit.md |
| How do I query detailed billing data? | CUR 2.0 + Athena | references/cur-athena.md |
| How do I optimize specific services? | Per-service patterns | references/service-optimization.md |
| How do I scope costs to a billing view? | Billing Views | See Billing Views below |
Common Tasks
Analyze costs by service
aws ce get-cost-and-usage \
--time-period Start=2026-03-01,End=2026-04-01 \
--granularity MONTHLY \
--metrics UnblendedCost \
--group-by Type=DIMENSION,Key=SERVICE
Default to UnblendedCost. Exclude Credits/Refunds with --filter '{"Not":{"Dimensions":{"Key":"RECORD_TYPE","Values":["Credit","Refund"]}}}'. End date is exclusive.
Run a cost audit
Read references/cost-audit.md for the full 7-step workflow: top cost drivers → month-over-month comparison → optimization recommendations → idle resources → commitment coverage → per-service quick wins → report.
Get right-sizing recommendations
Compute Optimizer requires opt-in first: aws compute-optimizer update-enrollment-status --status Active. Then read references/ec2-rightsizing.md for EC2 or the relevant resource-specific reference.
Look up service pricing
Read references/pricing-lookup.md for service codes and attribute filters. Common trap: Price List API service codes differ from Cost Explorer service names.
Billing Views
A billing view scopes cost and usage data to a specific slice of an account's billing (e.g., a billing group, custom view, or the default primary view). When the user wants to analyze costs through a particular billing view, add --billing-view-arn to supported API calls.
Discover available billing views
aws billing list-billing-views \
--billing-view-types PRIMARY CUSTOM BILLING_GROUP
Requires billing:ListBillingViews permission.
Use a billing view with Cost Explorer
aws ce get-cost-and-usage \
--time-period Start=2026-03-01,End=2026-04-01 \
--granularity MONTHLY \
--metrics UnblendedCost \
--group-by Type=DIMENSION,Key=SERVICE \
--billing-view-arn arn:aws:billing::ACCOUNT_ID:billingview/BILLING_VIEW_ID
Create a budget scoped to a billing view
In the --budget JSON, include the BillingViewArn field:
aws budgets create-budget --account-id ACCOUNT_ID \
--budget '{
"BudgetName": "TeamX-Monthly",
"BudgetLimit": {"Amount": "1000", "Unit": "USD"},
"TimeUnit": "MONTHLY",
"BudgetType": "COST",
"BillingViewArn": "arn:aws:billing::ACCOUNT_ID:billingview/BILLING_VIEW_ID"
}'
API support for --billing-view-arn
Supports --billing-view-arn | Does NOT support it |
|---|---|
ce get-cost-and-usage | ce get-reservation-coverage |
ce get-cost-and-usage-with-resources | ce get-reservation-utilization |
ce get-cost-forecast | ce get-savings-plans-coverage |
ce get-usage-forecast | ce get-savings-plans-utilization |
ce get-dimension-values | |
ce get-tags | |
ce get-cost-comparison-drivers | |
budgets create-budget (in budget JSON) |
Troubleshooting
| Error | Cause | Fix |
|---|---|---|
ValidationException on Cost Explorer | Wrong dimension key (e.g., CHARGE_TYPE instead of RECORD_TYPE) | Use RECORD_TYPE for charge type filtering |
| Empty results with filter | Filter value doesn't match exactly | Call GetDimensionValues first to get valid values |
AccessDeniedException on hourly data | Hourly granularity not enabled | Enable in Cost Explorer preferences |
Account not registered on Compute Optimizer | Not opted in | Run update-enrollment-status --status Active |
| Budgets API fails outside us-east-1 | Budgets requires us-east-1 | Set --region us-east-1 |
Cost Explorer Total empty with GroupBy | By design — totals excluded when grouping | Make separate call without GroupBy, or sum grouped results using a script |
AccessDeniedException on list-billing-views | Missing permission | User needs billing:ListBillingViews permissions |
ValidationException with --billing-view-arn | API doesn't support billing views, or malformed ARN | Check the API support table above; ARN format is arn:aws:billing::ACCOUNT_ID:billingview/VIEW_ID |
Budget shows UNHEALTHY health status | Billing view access revoked or view deleted | Check HealthStatus.StatusReason in describe-budget output; ensure billing:GetBillingViewData is granted |
Additional Resources
- AWS Cost Management User Guide: https://docs.aws.amazon.com/cost-management/
- AWS Pricing Calculator: https://calculator.aws/
- Compute Optimizer User Guide: https://docs.aws.amazon.com/compute-optimizer/
- Well-Architected Cost Optimization Pillar: https://docs.aws.amazon.com/wellarchitected/latest/cost-optimization-pillar/
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