analyzing-release-read…
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code changes for risk, correctness,…
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.
$ npx -y skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/aws-billing-and-cost-managementContext preview
The summary Claude sees to decide when to auto-load this skill.
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.
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"
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.
Use this skill when:
**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.
**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.
**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.
| 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](#billing-views) below |
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.
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.
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.
Read `references/pricing-lookup.md` for service codes and attribute filters. Common trap: Price List API service codes differ from Cost Explorer service names.
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.
aws billing list-billing-views \ --billing-view-types PRIMARY
Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services.
Repo: aws/agent-toolkit-for-aws
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