Give any AI agent
FinOps expertise.

Cloud cost optimization using the FinOps Foundation framework. One command installs domain references covering AWS, Azure, GCP, OCI, AI providers, and data platforms.

npx skills add suan-digital/cloud-finops
View on GitHub

What It Does

Turns any AI coding agent into a FinOps advisor.

Asks Before Prescribing

Structured intake gathers context about your environment, spend, and goals before any analysis begins.

Assesses Maturity

Crawl-Walk-Run maturity model goes deeper than labels. Maps your organization's FinOps journey with real depth.

Routes by Problem

"AI costs are out of control" triggers different references than "We need a commitment strategy." Context-aware analysis.

8 Analysis Dimensions

From FinOps practice assessment and architecture-cost alignment to sustainability & waste remediation and AI value governance.

CFO-Ready Reports

10-section structured output template that executives can forward directly to their CFO. No reformatting needed.

Analyzes Your Files

Point it at Terraform, Kubernetes manifests, cloud bills, or architecture docs. It finds the cost problems.

Coverage

6 categories. Built from real advisory engagements.

Methodology

6 Files

  • - Advisory principles
  • - Intake protocol
  • - Output format
  • - File analysis
  • - Adaptation patterns
  • - Advisory methodology
Framework

3 Files

  • - Maturity model
  • - Architecture-cost alignment
  • - FinOps Foundation (22 capabilities)
AI Economics

4 Files

  • - Hidden 4-5x cost multiplier
  • - Inference economics
  • - GenAI capacity planning
  • - AI value governance
Cloud Providers

4 Files

  • - AWS (100+ patterns)
  • - Azure (40+ patterns)
  • - GCP (25+ patterns)
  • - OCI
AI Providers

4 Files

  • - Anthropic / Claude
  • - AWS Bedrock
  • - Azure OpenAI
  • - Google Vertex AI
Data Platforms

2 Files

  • - Databricks (DBU optimization)
  • - Snowflake (credit optimization)

How It Works

01

Install in one command

Run npx skills add suan-digital/cloud-finops. Works with Claude Code, Cursor, Codex, OpenCode, and 40+ other agents.

02

Ask a FinOps question

"Assess our FinOps maturity." "Our AWS bill is $80K/month, too high." "AI inference costs are out of control." The skill routes to the right references.

03

Get a structured assessment

The agent runs an intake, applies the right analysis dimensions, and produces a 10-section report. Executive-ready, not a wall of text.

What Makes This Different

Not another prompt template. A structured advisory methodology.

Other FinOps skills
  • - Jump straight to domain reference
  • - Route by provider or technology
  • - Crawl / Walk / Run maturity
  • - "Optimize existing spend"
  • - Token pricing only for AI costs
  • - Unstructured output
This skill
  • Intake protocol — ask first, then analyze
  • Route by business problem, then provider
  • Crawl-Walk-Run maturity with real depth
  • "80% of cost is locked at design time"
  • 4-5x total cost multiplier (hidden costs)
  • 10-section CFO-ready report template

Try These Prompts

After installation, ask your agent any of these.

"Assess our FinOps maturity"

Intake protocol + maturity assessment

"Our AWS bill is $80K/month, too high"

Intake + AWS-specific + architecture-cost analysis

"AI inference costs are out of control"

Intake + inference economics + AI cost visibility

"Review this Terraform file for cost issues"

File analysis protocol

"We need a commitment strategy for Azure"

Azure-specific + FinOps framework

"What's our sustainability waste profile?"

Sustainability 8-fix playbook

Install in Seconds

Works with Claude Code, Cursor, Codex, OpenCode, and 40+ other agents.

# Install
npx skills add suan-digital/cloud-finops
# Update
npx skills update cloud-finops
# Remove
npx skills remove cloud-finops

Open source under CC BY-SA 4.0. Built by Suan Digital.

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