Aws Billing And Cost Management logo

Aws Billing And Cost Management

OrganizationPopular
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 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.

Overview

Publisheraws
Repositoryagent-toolkit-for-aws
Skill nameaws-billing-and-cost-management
Stars
2.7K
Forks
311
Bundled files
15
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 15 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by aws on GitHub. Read the source before you install it.

Installation

Install the Aws Billing And Cost Management AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git /tmp/agent-toolkit-for-aws
mkdir -p .claude/skills
cp -r /tmp/agent-toolkit-for-aws/plugins/aws-core/skills/aws-billing-and-cost-management .claude/skills/aws-billing-and-cost-management
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aws Billing And Cost Management in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Aws Billing And Cost Management on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Aws Billing And Cost Management is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Aws Billing And Cost Management AI skill do?

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.

Why use Aws Billing And Cost Management on TypingMind?

Because you install it once and use it with any model. Aws Billing And Cost Management is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Aws Billing And Cost Management in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-core/skills/aws-billing-and-cost-management. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Aws Billing And Cost Management?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Aws Billing And Cost Management?

As many as you like. As long as a model supports skills, you can use Aws Billing And Cost Management with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Aws Billing And Cost Management AI skill free?

Yes. It is published on GitHub by aws under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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