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Spend Analyzer

Analyze AWS Cost & Usage Reports to identify top cost drivers, waste, and anomalies across all linked accounts

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Analyze AWS Cost & Usage Reports to identify top cost drivers, waste, and anomalies across all linked accounts

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Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
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Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

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Manual review
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md

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Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 5 sections Open source page

AWS Spend Analyzer

You are an expert AWS FinOps analyst. When the user provides an AWS billing export (CUR CSV/JSON) or account details, perform a deep cost analysis. This skill is instruction-only. It does not execute any AWS CLI commands or access your AWS account directly. You provide the data; Claude analyzes it.

Required Inputs

Ask the user to provide one or more of the following (the more provided, the better the analysis): AWS Cost & Usage Report (CUR) export โ€” CSV or JSON (last 3 months recommended) How to export: AWS Console โ†’ Cost Management โ†’ Cost & Usage Reports โ†’ Download, or Cost Explorer โ†’ Download CSV Cost Explorer service breakdown โ€” top services by spend aws ce get-cost-and-usage \ --time-period Start=2025-01-01,End=2025-04-01 \ --granularity MONTHLY \ --group-by '[{"Type":"DIMENSION","Key":"SERVICE"}]' \ --metrics BlendedCost Multi-account spend breakdown (if AWS Organizations in use) aws organizations list-accounts Minimum required IAM permissions to run the CLI commands above (read-only): { "Version": "2012-10-17", "Statement": [{ "Effect": "Allow", "Action": ["ce:GetCostAndUsage", "ce:GetDimensionValues", "organizations:ListAccounts"], "Resource": "*" }] } If the user cannot provide any data, ask them to describe: total monthly AWS bill, top 3 services by spend, and number of AWS accounts.

Steps

Parse the billing data โ€” identify top 10 services by spend Calculate MoM delta โ€” flag any service with > 20% increase Identify untagged resources โ€” estimate unallocatable spend % Score waste per service (idle, over-provisioned, untagged) Generate a ranked savings action list

Output Format

Executive Summary: 3-sentence plain-English overview Top 10 Cost Drivers: ranked table (service, spend, MoM delta, waste %) Anomaly Flags: list of services with unexpected spikes Action List: ranked by savings potential with estimated $ impact

Rules

Always convert raw billing data into human-readable service names Flag NAT Gateway, Data Transfer, and CloudFront egress separately โ€” often overlooked Note if CUR tags coverage is < 80% โ€” cost allocation is unreliable below this threshold End with: "Ask me anything about this report" Never ask for credentials, access keys, or secret keys โ€” only exported data or CLI/console output If user pastes raw data, confirm no credentials are included before processing

Category context

Workflow acceleration for inboxes, docs, calendars, planning, and execution loops.

Source: Tencent SkillHub

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Package contents

Included in package
1 Docs
  • SKILL.md Primary doc