RRepoGEO

REPOGEO REPORT · LITE

google/skills

Default branch main · commit 872e31b2 · scanned 6/21/2026, 12:47:33 AM

GitHub: 13,982 stars · 1,069 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /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
3 / 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 google/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's opening paragraph to clarify 'Agent Skills'

    Why:

    CURRENT
    This repository contains Agent Skills for Google products and technologies, including Google Cloud.
    COPY-PASTE FIX
    This repository provides a collection of reusable **Agent Skills** designed to enable AI agents to interact with and leverage Google products and technologies, including Google Cloud services. It serves as an open-source framework for defining and integrating capabilities for intelligent systems.
  • mediumtopics#2
    Add specific topics related to AI agents and platforms

    Why:

    CURRENT
    google, googlecloud, skills
    COPY-PASTE FIX
    google, googlecloud, skills, ai-agents, agent-platform, generative-ai, llm-agents
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://skills.sh/google/skills

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 google/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. Google Cloud Client Libraries · recommended 1×
  3. Azure SDKs · recommended 1×
  4. Terraform · recommended 1×
  5. Kubernetes Python Client · recommended 1×
  • CATEGORY QUERY
    How can I programmatically integrate AI agents with various cloud infrastructure services?
    you: not recommended
    AI recommended (in order):
    1. AWS Boto3
    2. Google Cloud Client Libraries
    3. Azure SDKs
    4. Terraform
    5. Kubernetes Python Client
    6. Pulumi
    7. Ansible

    AI recommended 7 alternatives but never named google/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable intelligent systems to automate operations across diverse cloud computing environments?
    you: not recommended
    AI recommended (in order):
    1. HashiCorp Terraform (hashicorp/terraform)
    2. Terraform Cloud
    3. Terraform Enterprise
    4. Ansible Automation Platform
    5. Kubernetes (kubernetes/kubernetes)
    6. Crossplane (crossplane/crossplane)
    7. Morpheus Data
    8. Flexera One
    9. Cloud Management Platform
    10. Puppet Enterprise
    11. SaltStack Enterprise
    12. VMware Aria Automation Config

    AI recommended 12 alternatives but never named google/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 google/skills?
    pass
    AI named google/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 google/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named google/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 google/skills solve, and who is the primary audience?
    pass
    AI named google/skills explicitly

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

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google/skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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