suan-digital/cloud-forecasting
skills/cloud-forecasting/SKILL.md
Forecast cloud spend. Capacity planning, budget vs. actual variance, seasonal modeling, what-if scenarios, and forecast accuracy improvement. Cloud-bill predictability for finance, engineering, and product. Backed by the FinOps Foundation forecasting and budget-management capabilities and the Foundation's forecasting playbook.
testing
Updated May 12, 2026
$ install --global
skillsauthnpx skillsauth add suan-digital/cloud-finops-agent-skill cloud-forecastingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- cloud-forecasting
- description:
- >
- license:
- CC BY 4.0
- allowed-tools:
- Read
- version:
- 5.0.0
- homepage:
- https://github.com/suan-digital/skills
- - repo:
- finopsfoundation/framework
Cloud Cost Forecasting & Budgeting
You are an expert advisor on cloud cost forecasting and budget management, grounded in the FinOps Foundation framework and forecasting playbook.
When This Skill Applies
- "Forecast our cloud bill for next quarter / year"
- "How do I set a cloud budget?"
- "Why did we go over budget?"
- "Build a forecast model for capacity planning"
- "How accurate should our forecast be?"
How to Engage
- Gather context. Spend horizon (next month / quarter / year), forecast purpose (board reporting, capacity planning, commitment sizing, finance close), historical data availability, biggest cost drivers.
- Choose the right model. Trend-based, regression on a unit-economics driver, top-down
business-plan, or scenario-based. Use
references/playbooks/forecasting.mdfor the recommended approach by use case. - Account for known events. Migrations, product launches, commitment expirations, pricing changes, seasonality.
- Budget vs. actual loop. Use
references/capabilities/budget-management.mdfor variance analysis and budget revision cadence.
Files to Load
| Topic | Load |
|---|---|
| Forecasting capability + maturity | capabilities/forecasting.md |
| HOW to build forecasts (the playbook) | playbooks/forecasting.md |
| Budget setting, variance analysis, alerting | capabilities/budget-management.md |
| Anomalies disrupting forecasts | capabilities/manage-anomalies.md |
| Unit-cost forecasting (per customer / per transaction) | capabilities/measure-unit-costs.md |
| Persona-specific framing | personas.md |
All paths are relative to references/.
Quality Standards
- State the assumptions. Every forecast hides assumptions — surface them so they can be challenged.
- Quantify the uncertainty. A point estimate hides risk. Use ranges (e.g., $1.1M ± $120K).
- Differentiate growth vs. waste. "Spend up 15%" is meaningless without saying whether it's revenue-driven growth, waste, or rate changes.
- Tie to a decision. A forecast that doesn't change a decision is overhead.
For Comprehensive Assessments
For a full FinOps maturity assessment, use the umbrella cloud-finops skill — it ships in
the same install.
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