Agent skill

Cost Optimization

by thomast1906 in thomast1906/github-copilot-agent-skills

Analyze Azure architectures for cost optimization opportunities, provide savings recommendations, and calculate ROI for improvements.

No licenceAuto-check passedDevOps & Cloud

Install Cost Optimization

skills CLI
$ npx skills add thomast1906/github-copilot-agent-skills --skill cost-optimization -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install thomast1906/github-copilot-agent-skills cost-optimization --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/cost-optimization .claude/skills/cost-optimization && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
cost-optimization
GitHub stars
202
Token cost
~2.8k tokens
SKILL.md length
668 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
None found

At a glance

Analyze Azure architectures for cost optimization opportunities, provide savings recommendations, and calculate ROI for improvements.

  • Works in 10 steps: Right-Sizing → Reserved Instances & Savings Plans → Auto-Scaling → …
  • Tasks that involve Cloud cost optimization
  • SKILL.md covers When to Use, Cost Optimization Categories, Cost Analysis Process and Output Format, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cost Optimization is an agent skill from thomast1906/github-copilot-agent-skills. Analyze Azure architectures for cost optimization opportunities, provide savings recommendations, and calculate ROI for improvements.

Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud, covering Cloud cost optimization and Cloud architecture. It works with Microsoft Azure and Azure Cosmos DB. The repository describes itself as: Repo containing my GitHub Copilot Agent & Skills - continually experimenting!

When your agent uses it

  • Tasks that involve Cloud cost optimization
  • Tasks that involve Cloud architecture

Example prompts

  • “/cost-optimization”

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. Right-Sizing
  2. Reserved Instances & Savings Plans
  3. Auto-Scaling
  4. Storage Tiering
  5. Eliminate Waste
  6. Retrieve Live Pricing with Azure MCP Pricing Tool
  7. Gather Current Costs
  8. Analyze Resource Utilization
  9. Identify Opportunities
  10. Calculate ROI

What it can do on your machine

Read from SKILL.md and the folder at commit e9be58d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Cost Optimization loads about 2.8k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 668 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 668 words (~2,785 tokens).

“Analyze Azure costs and identify optimization opportunities across compute, storage, networking, and data services. Provide actionable recommendations with savings estimates.”

— opening of SKILL.md by thomast1906
name
cost-optimization
metadata.author
Thomas Thornton
metadata.version
1.0.0
metadata.last-updated
2026-05-19

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .github/skills/cost-optimization of thomast1906/github-copilot-agent-skills.

Open the folder on GitHubat commit e9be58d

Compare with similar skills

Cost Optimization next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Cost Optimization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cost Optimization this skillthomast1906/github-copilot-agent-skills202—~2.8kAutomated safety check: PassNone
Azure ArchitectFerroxLabs/wayland608—~4.3kAutomated safety check: PassApache-2.0
Cloud Cost Optimizationwshobson/agents40k13 repos~1.7kAutomated safety check: PassMIT
Cloud Architectdavila7/claude-code-templates32k7 repos~1.9kAutomated safety check: PassMIT
Cloud ArchitectJeffallan/claude-skills12k—~1.9kAutomated safety check: PassMIT
Azure Advisor GuidanceMicrosoftDocs/Agent-Skills775—~1.7kAutomated safety check: PassCC-BY-4.0

Similar skills

  • Azure Architect

    FerroxLabs/wayland

    Azure architecture. An agent skill from FerroxLabs/wayland.

    608 GitHub stars~4.3k tokensUpdated yesterday
    DevOps & CloudAuto-check passed
  • Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.

    40k GitHub starsUsed in 13 repos~1.7k tokens
    DevOps & CloudAuto-check passed
  • Cloud Architect

    davila7/claude-code-templates

    Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.

    32k GitHub starsUsed in 7 repos~1.9k tokens
    DevOps & CloudAuto-check passed
  • Cloud Architect

    Jeffallan/claude-skills

    Designs cloud architectures, migration plans, cost optimization recommendations and disaster recovery strategies across AWS, Azure and GCP.

    12k GitHub stars~1.9k tokensUpdated 4 days ago
    DevOps & CloudAuto-check passed
  • Azure Advisor Guidance

    MicrosoftDocs/Agent-Skills

    Official

    Reference guidance for Azure Advisor work: recommendations, alerts and digests, workbooks, RBAC access and sovereign-cloud limits, fetched from Microsoft Learn.

    775 GitHub stars~1.7k tokensUpdated yesterday
    DevOps & CloudAuto-check passed
  • Azure Cloud Architect

    alirezarezvani/claude-skills

    Design Azure architectures for startups and enterprises. An agent skill from alirezarezvani/claude-skills.

    28k GitHub stars~3.4k tokensUpdated 1 mo ago
    DevOps & CloudAuto-check passed

More from thomast1906/github-copilot-agent-skills

All 15 skills in this repo
  • Copilot Skill Creator

    thomast1906/github-copilot-agent-skills

    Guides creating, updating, reviewing and validating GitHub Copilot agent skills, from deciding whether a skill is the right tool to structuring bundled resources.

    202 GitHub stars~4.1k tokensUpdated 2 mo ago
    Auto-check passed
  • Azure API Management Security Review

    thomast1906/github-copilot-agent-skills

    Audits an Azure API Management setup against the OWASP API Security Top 10 and Azure Security Benchmark, covering policies, network layout and identity.

    202 GitHub stars~3.1k tokensUpdated 2 mo ago
    Auto-check passed
  • Azure APIM Policy Authoring

    thomast1906/github-copilot-agent-skills

    Generates Azure API Management policy XML for authentication, rate limiting, CORS, error handling and transformations, consulting Azure best-practice and documentation tools first.

    202 GitHub stars~1.5k tokensUpdated 2 mo ago
    Auto-check passed
  • APIOps Deployment for Azure APIM

    thomast1906/github-copilot-agent-skills

    Supplies Bicep and Terraform templates, CI/CD pipeline patterns and phased promotion plans for deploying Azure API Management with APIOps workflows.

    202 GitHub stars~3.6k tokensUpdated 2 mo ago
    Auto-check passed
  • Azure Draw.io MCP Diagrams

    thomast1906/github-copilot-agent-skills

    Creates and edits architecture diagrams through the Draw.io MCP tool, with guidance for rendering Azure icons correctly and laying out network diagrams.

    202 GitHub stars~3.1k tokensUpdated 2 mo ago
    Auto-check passed
  • Azure Pricing Lookup

    thomast1906/github-copilot-agent-skills

    Looks up live Azure retail prices by SKU, service or region through the Azure MCP pricing tool, estimates template costs and compares regions, price types and savings plans.

    202 GitHub stars~4.9k tokensUpdated 2 mo ago
    Auto-check passed

Categories

Questions about Cost Optimization

What does Cost Optimization do?

Analyze Azure architectures for cost optimization opportunities, provide savings recommendations, and calculate ROI for improvements. Cost Optimization is an agent skill from thomast1906/github-copilot-agent-skills. Analyze Azure architectures for cost optimization opportunities, provide savings recommendations, and calculate ROI for improvements.

When should I use Cost Optimization?

Cost Optimization fits situations like: tasks that involve Cloud cost optimization; tasks that involve Cloud architecture.

How do I install Cost Optimization in Claude Code?

Run `npx skills add thomast1906/github-copilot-agent-skills --skill cost-optimization -a claude-code`. Or copy the skill folder (.github/skills/cost-optimization in thomast1906/github-copilot-agent-skills) into .claude/skills/cost-optimization in your project. Claude Code loads it when a task matches its description.

How do I install Cost Optimization in Codex?

Run `npx skills add thomast1906/github-copilot-agent-skills --skill cost-optimization -a codex`. Or copy the skill folder (.github/skills/cost-optimization in thomast1906/github-copilot-agent-skills) into .agents/skills/cost-optimization in your project. Codex loads it when a task matches its description.

Can I use Cost Optimization in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add thomast1906/github-copilot-agent-skills --skill cost-optimization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cost-optimization, .gemini/skills/cost-optimization, .github/skills/cost-optimization and .opencode/skills/cost-optimization in your project.

What does Cost Optimization need to run?

SKILL.md names no scripts, command-line tools or credentials: Cost Optimization is instructions for the agent only.

Does Cost Optimization access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Cost Optimization safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Cost Optimization use?

No licence was found for Cost Optimization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Cost Optimization use?

About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Cost Optimization?

Skills that share tags, products or a category with Cost Optimization: Azure Architect (FerroxLabs/wayland, 608 stars), Cloud Cost Optimization (wshobson/agents, 40k stars), Cloud Architect (davila7/claude-code-templates, 32k stars) and Cloud Architect (Jeffallan/claude-skills, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cost Optimization?

thomast1906 (a GitHub user) maintains it in thomast1906/github-copilot-agent-skills, which has 202 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on July 30, 2026.

Source: thomast1906/github-copilot-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.