agentleFS
MicrosoftKnown publishermicrosoft/azure-skills/.github/plugins/azure-cost/skills/cost-optimization/SKILL.md

cost-optimization

Skill1.6k starsChanged 15 days agoMITView on GitHub

Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: \"optimize Azure costs\", \"reduce cloud spending\", \"rightsize resources\", \"find idle resources\", \"orphaned disk\", \"deleted VM still charged\", \"public IP still charging\", \"reservation utilization\", \"Savings Plan coverage\", \"commitment recommendation\", \"why is pay-as-you-go still charged\". DO NOT USE FOR: cost spikes, forecasts, pricing estimates, budgets, or governance.

19 other projects use a version of this, 1 of them edited.

Trending

More talk lately.about the whole repository

Dec 2025: 0 mentionsJan 2026: 0 mentionsFeb 2026: 0 mentionsMar 2026: 0 mentionsApr 2026: 3 mentionsMay 2026: 0 mentionsJun 2026: 1 mentionJul 2026: 1 mentionAug 2026: 0 mentionsSep 2026: 0 mentionsOct 2026: 21 mentionsNov 2026: 24 mentions
Dec 2025Jun 2026Nov 2026
Mentions a month of the microsoft/azure-skills repository that our weekly crawl found. There is no adoption data for this file yet.

Most recently taken up by

Who's talking about microsoft/azure-skills

The biggest 5 of 50 mentions linking to the repository that our crawl found. Each line is their own headline.

See all 50

Talked about on GitHub (50 times).

On GitHub · 50

45 more on GitHub

Used with

Projects with it also use observability, git-workflow and 1 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • OpenAISkill

    observability

    Vercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.

    Also in 3 projects that use this

  • Microsoft AzureSkill

    git-workflow

    Squad branching model: dev-first workflow with insiders preview channel

    Also in 3 projects that use this

  • GoogleSkill

    code-review

    Adversarial systems, concurrency, memory-model, and architecture code review protocol. Use this skill whenever asked to review code, PRs, diffs, or branches in Filament.

    Also in 3 projects that use this

The file

We split this skill into the rules it gives an agent

3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 14 edited versions we read keep these.

  • 3

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use for waste, rightsizing, and commitments.

    line 21
  2. Distinctive:

    Use cost and Resource Graph tools for optimization and benefit tools for commitments.

    line 25
  3. Distinctive:

    Never transform MCP results in a shell or interpreter.

    line 32

“Common” is measured: kept by at least 6 in 10 of the 14 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Azure Cost Optimization

Quick Reference

IntentWorkflowPrimary tools
Reduce waste or rightsizeOptimizationCost and Resource Graph tools
Review commitmentsCommitmentslist_benefit_utilization, list_reservation_transactions, get_benefit_recommendations

When to Use This Skill

Use for waste, rightsizing, and commitments.

MCP Tools

Use cost and Resource Graph tools for optimization and benefit tools for commitments. Validate queries. Fallback: API mappings.

Workflow

  1. Confirm scope, period, currency, and commitment intent.
  2. Load only the matching workflow above.
  3. Never transform MCP results in a shell or interpreter; request validated server-side projection, aggregation, or bounded follow-up queries.
  4. Separate measured cost, reported savings, and qualitative opportunities.
  5. Recommend changes only; do not delete, resize, purchase, or deploy resources.

Error Handling

ErrorAction
Access deniedName the scope and permission.
Multiple currenciesGroup and report each currency separately.
Missing evidenceState the gap; do not invent values.
Server errorRetry once; then report the trace ID.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.