RRepoGEO

REPOGEO REPORT · LITE

microsoft/azure-skills

Default branch main · commit d3440b8a · scanned 5/30/2026, 2:41:27 AM

GitHub: 1,115 stars · 172 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface microsoft/azure-skills, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add comprehensive topics to improve categorization

    Why:

    CURRENT
    agent-skills
    COPY-PASTE FIX
    azure, ai-agent, plugin, semantic-kernel, azure-automation, cloud-deployment, cloud-validation, cloud-governance, cloud-cost-management, azure-ai, microsoft-copilot, generative-ai
  • highreadme#2
    Strengthen the README's opening sentence to immediately position the repo

    Why:

    CURRENT
    Azure work is not just a code problem. It is a decision problem: which service fits this app, what needs to be validated before deployment, which tools should run, and what guardrails matter. The Azure Skills Plugin packages Azure expertise and MCP-backed execution together so compatible coding agents can do real Azure work instead of giving generic cloud advice.
    COPY-PASTE FIX
    The Azure Skills Plugin is an official AI agent plugin that packages Azure expertise and MCP-backed execution, enabling compatible coding agents to automate complex Azure deployment, validation, governance, and optimization tasks instead of providing generic cloud advice. It integrates with Semantic Kernel and Azure AI services to provide curated skills for real Azure work.
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/microsoft/azure-skills/blob/main/landing-page/README.md

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface microsoft/azure-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Terraform
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Terraform · recommended 2×
  2. AWS Cost Explorer · recommended 2×
  3. CloudHealth by VMware · recommended 2×
  4. Apptio Cloudability · recommended 2×
  5. AWS CloudFormation · recommended 1×
  • CATEGORY QUERY
    How can an AI agent automate cloud resource deployment and validation workflows?
    you: not recommended
    AI recommended (in order):
    1. Terraform
    2. AWS CloudFormation
    3. Pulumi
    4. Jenkins
    5. GitHub Actions
    6. Spinnaker
    7. Open Policy Agent (OPA)
    8. Cloud Custodian
    9. Datadog
    10. Prometheus
    11. Grafana
    12. AWS Cost Explorer
    13. Azure Cost Management
    14. CloudHealth by VMware
    15. Apptio Cloudability
    16. PagerDuty
    17. Opsgenie
    18. Ansible

    AI recommended 18 alternatives but never named microsoft/azure-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help agents optimize cloud architecture, governance, and cost management?
    you: not recommended
    AI recommended (in order):
    1. CloudHealth by VMware
    2. Flexera One
    3. Apptio Cloudability
    4. Azure Cost Management + Billing
    5. AWS Cost Explorer
    6. AWS Budgets
    7. Turbonomic
    8. Terraform

    AI recommended 8 alternatives but never named microsoft/azure-skills. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of microsoft/azure-skills?
    pass
    AI named microsoft/azure-skills explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts microsoft/azure-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named microsoft/azure-skills explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo microsoft/azure-skills solve, and who is the primary audience?
    pass
    AI did not name microsoft/azure-skills — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of microsoft/azure-skills. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/microsoft/azure-skills"><img src="https://repogeo.com/badge/microsoft/azure-skills.svg" alt="RepoGEO" /></a>
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