RRepoGEO

REPOGEO REPORT · LITE

MicrosoftDocs/Agent-Skills

Default branch main · commit aab6d788 · scanned 6/6/2026, 7:06:48 PM

GitHub: 588 stars · 61 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 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 MicrosoftDocs/Agent-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
  • highreadme#1
    Reposition the README H1 and opening paragraph to differentiate from SDKs/CLIs

    Why:

    CURRENT
    # ☁️ Azure Agent Skills

> 🚀 **Agentic Skills for Azure Development**
>
> Supercharge your AI coding assistant with curated, production-ready skills for Microsoft Azure. Works seamlessly with:
    COPY-PASTE FIX
    # ☁️ Azure Agent Skills: Pre-built Expertise for AI Coding Assistants

> 🚀 **Agentic Skills for Azure Development**
>
> Supercharge your AI coding assistant with curated, production-ready skills for Microsoft Azure. Unlike generic SDKs or CLIs, this repository provides ready-to-use agentic capabilities that enable AI assistants to understand and interact with Azure services intelligently. Works seamlessly with:
  • mediumtopics#2
    Add more specific topics to emphasize 'pre-built skills' and 'agent capabilities'

    Why:

    CURRENT
    agent, agent-skills, agentic-skills, agentskill, ai, ai-agents, ai-coding, azure, azure-functions, azure-kubernetes-service, azure-openai, azure-sql-database, azure-storage, azure-virtual-machine, claude-code, github-copilot, microsoft-learn, openai-codex, skills
    COPY-PASTE FIX
    agent, agent-skills, agentic-skills, agentskill, ai, ai-agents, ai-coding, azure, azure-functions, azure-kubernetes-service, azure-openai, azure-sql-database, azure-storage, azure-virtual-machine, claude-code, github-copilot, microsoft-learn, openai-codex, skills, ai-agent-skills, pre-built-skills, agent-tools, ai-expertise, cloud-agent-skills
  • lowreadme#3
    Add a prominent warning about production use to the README intro

    Why:

    COPY-PASTE FIX
    **⚠️ Important Note:** This solution is not intended for production use as-is. It serves as a starting point for developers to build their own skill-based routing solutions for AI agents.

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 MicrosoftDocs/Agent-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AWS Boto3
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AWS Boto3 · recommended 1×
  2. Azure SDK for Python · recommended 1×
  3. Google Cloud Client Libraries for Python · recommended 1×
  4. Terraform CLI · recommended 1×
  5. AWS Documentation · recommended 1×
  • CATEGORY QUERY
    How can I improve my AI coding assistant's knowledge of cloud services?
    you: not recommended
    AI recommended (in order):
    1. AWS Boto3
    2. Azure SDK for Python
    3. Google Cloud Client Libraries for Python
    4. Terraform CLI
    5. AWS Documentation
    6. Azure Documentation
    7. Google Cloud Documentation
    8. AWS Samples
    9. Azure Samples
    10. Google Cloud Samples
    11. Serverless Framework Examples
    12. A Cloud Guru
    13. Pluralsight
    14. AWS News Blog
    15. Azure Blog
    16. Google Cloud Blog
    17. The New Stack

    AI recommended 17 alternatives but never named MicrosoftDocs/Agent-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find pre-built expertise for AI agents working with cloud infrastructure?
    you: not recommended
    AI recommended (in order):
    1. AWS Bedrock Agents
    2. Azure AI Studio
    3. Google Cloud Vertex AI Agent Builder
    4. LangChain (langchain-ai/langchain)
    5. LlamaIndex (run-llama/llama_index)
    6. Hugging Face Agents (huggingface/transformers)
    7. OpenAI Assistants API

    AI recommended 7 alternatives but never named MicrosoftDocs/Agent-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
    pass

  • 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 MicrosoftDocs/Agent-Skills?
    pass
    AI did not name MicrosoftDocs/Agent-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?

  • If a team adopts MicrosoftDocs/Agent-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MicrosoftDocs/Agent-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 MicrosoftDocs/Agent-Skills solve, and who is the primary audience?
    pass
    AI did not name MicrosoftDocs/Agent-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?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite