aws/agent-toolkit-for-aws

aws-billing-and-cost-management

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 mo…

소스 보기

사용 방법

  1. 설치 명령을 복사하고 자신의 에이전트 환경에 설치하기 전에 소스 패키지를 확인하세요.
  2. 필요한 도구, 인증 정보, 지원 환경은 원본 문서에서 확인하세요.
  3. 입력과 원하는 산출물을 설명하고 출처와 결과를 대조하세요.
npx skills add https://github.com/aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management

시작 전 확인

  • 설치에는 모델 구독, API 한도, 파일 접근 권한이 포함되지 않습니다.
  • 별점 수와 설치 수는 활동 지표이며 독립적인 품질·보안 검증이 아닙니다.
원본 Skill 문서

원본 저장소의 제목, 예시, 코드, 표, 링크, 이미지를 유지해 표시합니다.

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

QuestionToolReference
What am I spending? Where are costs going up?Cost Explorerreferences/cost-explorer.md
How much does a service cost?Price List APIreferences/pricing-lookup.md
Where can I save money? (start here)Cost Optimization Hubreferences/cost-optimization-hub.md
Should I buy Savings Plans?CE SP Recommendationsreferences/savings-plans.md
Should I buy Reserved Instances?CE RI Recommendationsreferences/reserved-instances.md
Deep-dive on a specific EC2/Lambda/EBS/RDS rec?Compute Optimizerreferences/ec2-rightsizing.md, references/lambda-optimization.md, references/rds-optimization.md, references/ebs-optimization.md
How do I set up budget alerts?Budgetsreferences/budgets.md
What's causing a cost spike?Cost Anomaly Detectionreferences/cost-explorer.md
Am I within Free Tier?Free Tier APIreferences/free-tier.md
How do I reduce my bill?Cost Audit workflowreferences/cost-audit.md
How do I query detailed billing data?CUR 2.0 + Athenareferences/cur-athena.md
How do I optimize specific services?Per-service patternsreferences/service-optimization.md
How do I scope costs to a billing view?Billing ViewsSee Billing Views below

Common Tasks

Analyze costs by service

bash
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

bash
aws billing list-billing-views \
  --billing-view-types PRIMARY CUSTOM BILLING_GROUP

Requires billing:ListBillingViews permission.

Use a billing view with Cost Explorer

bash
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:

bash
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-arnDoes NOT support it
ce get-cost-and-usagece get-reservation-coverage
ce get-cost-and-usage-with-resourcesce get-reservation-utilization
ce get-cost-forecastce get-savings-plans-coverage
ce get-usage-forecastce get-savings-plans-utilization
ce get-dimension-values
ce get-tags
ce get-cost-comparison-drivers
budgets create-budget (in budget JSON)

Troubleshooting

ErrorCauseFix
ValidationException on Cost ExplorerWrong dimension key (e.g., CHARGE_TYPE instead of RECORD_TYPE)Use RECORD_TYPE for charge type filtering
Empty results with filterFilter value doesn't match exactlyCall GetDimensionValues first to get valid values
AccessDeniedException on hourly dataHourly granularity not enabledEnable in Cost Explorer preferences
Account not registered on Compute OptimizerNot opted inRun update-enrollment-status --status Active
Budgets API fails outside us-east-1Budgets requires us-east-1Set --region us-east-1
Cost Explorer Total empty with GroupByBy design — totals excluded when groupingMake separate call without GroupBy, or sum grouped results using a script
AccessDeniedException on list-billing-viewsMissing permissionUser needs billing:ListBillingViews permissions
ValidationException with --billing-view-arnAPI doesn't support billing views, or malformed ARNCheck the API support table above; ARN format is arn:aws:billing::ACCOUNT_ID:billingview/VIEW_ID
Budget shows UNHEALTHY health statusBilling view access revoked or view deletedCheck 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/

관련 작업

같은 저장소의 Skills

더 많은 Skills

모든 Skills
aws
공식

deploying-containers-to-amazon-lightsail

Deploys, hosts, or runs a container or Docker app on Amazon Lightsail Container Service and returns a live, managed HTTPS URL at a flat monthly price — no cluster, VPC, load balancer, or registry to set up. Used when deploying a container image to Lightsail from a local Docker build, a public registry image, or a GitHub repo, or when a Lightsail container deployment fails or won't serve — including when the request doesn't name Lightsail but asks to run one always-on container behind a public UR

설치 수
—
GitHub Stars
3.4천
업데이트
10월 30일
aws
공식

managing-data-asset-access

Grants, requests, audits and removes access to data assets in an AWS data catalog (the Amazon SageMaker Catalog supported by Amazon DataZone) through catalog subscriptions over published listings. Covers requesting a subscription, approving or rejecting requests with a recorded decision, sharing a listing with a project, revoking one or many subscriptions, and confirming grant settlement. Triggers on: give another team access to a table, request access to a dataset, approve or reject an access r

1시간 설치 수
3
GitHub Stars
3.4천
업데이트
10월 30일
aws
공식

managing-data-catalog

Writes and curates business metadata in an AWS data catalog: the Amazon SageMaker Catalog (Amazon DataZone), or the AWS Glue Data Catalog. Detects which catalog platform an account uses before writing. Triggers on: add a description to a table, document a dataset, write a README, set an owner, add column comments, tag with a glossary term, create a business glossary, create a metadata form, publish an asset, create a data product, run the data source crawl, delete a catalog asset, attach a conve

설치 수
—
GitHub Stars
3.4천
업데이트
10월 30일
aws
공식

aws-media-services

Designs, deploys, reviews, evaluates, audits, and troubleshoots video streaming workflows across AWS media services (MediaConnect, MediaLive, MediaConvert, MediaPackage v2, MediaTailor, CloudFront). Includes per-service validation rules, cross-service workflow patterns for live streaming, linear channels, VOD pipelines, and live-to-VOD, service-specific troubleshooting, best practices assessment, cost optimization, encoder settings, DRM, SCTE-35 ad insertion, epoch locking, and CDN cache configu

1시간 설치 수
3
GitHub Stars
3.4천
업데이트
10월 30일