aws-billing-and-cost-management — скилл для Claude Code: что делает
Анализирует расходы в AWS, ищет резервы экономии и настраивает бюджеты. Помогает проверить аномалии цен, оценить Savings Plans и снизить затраты на инфраструктуру.
npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a claude-codeЧто делает aws-billing-and-cost-management
Скилл добавляет в агент инструкции для работы с Cost Explorer, Budgets, Compute Optimizer и Price List API. Управление расходами строится через команды AWS CLI или вызовы AWS MCP server. Перед любыми запросами к Cost Explorer или Savings Plans агент обязан выяснить текущую дату через системный инструмент. Это защищает от анализа устаревших данных из обучающей выборки.
Любые математические расчёты в ответах скилл прямо запрещает делать через языковую модель. Суммы, средние значения и проценты агент должен вычислять через локальный Python-скрипт или инструмент run_script, потому что текстовые рассуждения модели дают ошибки на финансовых отчётах.
Для контроля расходов по проектам поддерживается фильтрация Billing Views с передачей --billing-view-arn в Cost Explorer и Budgets. При этом рекомендации Compute Optimizer требуют предварительной активации аккаунта через команду aws compute-optimizer update-enrollment-status --status Active.
Какие задачи решает
- найти резервы экономии через Cost Optimization Hub
- настроить месячные бюджеты с порогами оповещений
- подобрать размеры инстансов EC2 и RDS через Compute Optimizer
- выявить причины скачков трат через Cost Anomaly Detection
- составить запрос к данным биллинга CUR 2.0 в Athena
Примеры запросов агенту
- Проанализируй траты по сервисам AWS за прошлый месяц с разбивкой по UnblendedCost
- Проведи аудит расходов и найди простаивающие ресурсы
- Покажи рекомендации Compute Optimizer для наших инстансов EC2
Как установить aws-billing-and-cost-management
1Через Skills CLI (Vercel)
npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a claude-code2Вручную: положить файлы
~/.claude/skills/aws-billing-and-cost-management/SKILL.mdПапка скилла целиком; для одного проекта — .claude/skills/aws-billing-and-cost-management/
1Через Skills CLI (Vercel)
npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a codex2Вручную: положить файлы
.agents/skills/aws-billing-and-cost-management/SKILL.mdДля всех проектов — ~/.agents/skills/
1Через Skills CLI (Vercel)
npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a cursor2Вручную: положить файлы
.cursor/skills/aws-billing-and-cost-management/SKILL.mdCursor читает и .agents/skills/, и .claude/skills/
1GitHub CLI
gh skill install aws/agent-toolkit-for-aws aws-billing-and-cost-management2Вручную: положить файлы
.github/skills/aws-billing-and-cost-management/SKILL.md1Через Skills CLI (Vercel)
npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a gemini-cli2Командой платформы
gemini skills install https://github.com/aws/agent-toolkit-for-aws --path skills/core-skills/aws-billing-and-cost-managementВручную: положить файлы
.devin/skills/aws-billing-and-cost-management/SKILL.mdСтарый путь .windsurf/skills/ тоже читается
Через Skills CLI (Vercel)
npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a opencodeClaude.ai
Упакуйте папку в zip и загрузите в Settings → Capabilities → Skills
Из того же набора8
Весь набор →Похожие
Вопросы о aws-billing-and-cost-management
Как установить aws-billing-and-cost-management в Claude Code?
Выполните в терминале команду npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management -a claude-code. Файл навыка сохранится в .claude/skills/aws-billing-and-cost-management/SKILL.md.
Что делает скилл aws-billing-and-cost-management?
Он передаёт агенту шаблоны работы с биллингом AWS: семишаговый аудит затрат, запросы к Cost Explorer, оценку Savings Plans и правила обнаружения аномалий.
Что нужно подготовить перед запросом рекомендаций Compute Optimizer?
Сервис Compute Optimizer требует обязательного включения в аккаунте. Перед получением отчёта нужно запустить команду aws compute-optimizer update-enrollment-status --status Active.
Исходный текст
SKILL.md · Apache-2.0
---
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](#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-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/
© aws · Apache-2.0 · aws/agent-toolkit-for-aws