RRepoGEO

REPOGEO REPORT · LITE

oracle/skills

Default branch main · commit 55679630 · scanned 6/8/2026, 9:36:54 PM

GitHub: 654 stars · 171 forks

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 oracle/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 README H1 and opening sentence for clarity

    Why:

    CURRENT
    # Oracle Skills

Oracle Skills is a collection of practical, installable skills for working with Oracle technologies.
    COPY-PASTE FIX
    # Oracle Skills: Practical, Installable Guidance for the Oracle Ecosystem

Oracle Skills is a curated, open-source collection of practical, installable skills providing source-backed guidance for developers, administrators, and AI agents across the entire Oracle ecosystem, including Oracle Database, Oracle Cloud Infrastructure, GraalVM, Oracle Fusion, and Oracle APEX.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ["oracle-database", "oracle-cloud-infrastructure", "graalvm", "oracle-apex", "oracle-fusion", "developer-tools", "admin-tools", "ai-agents", "skills", "guidance", "best-practices", "code-examples"]
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    (Add the official project homepage URL, e.g., "https://www.oracle.com/skills" or similar)

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 oracle/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Redgate SQL Change Automation
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Redgate SQL Change Automation · recommended 1×
  2. flyway/flyway · recommended 1×
  3. liquibase/liquibase · recommended 1×
  4. DBmaestro DevOps Suite · recommended 1×
  5. SQL Server Data Tools (SSDT) · recommended 1×
  • CATEGORY QUERY
    What are some good resources for practical, installable workflows for enterprise database development?
    you: not recommended
    AI recommended (in order):
    1. Redgate SQL Change Automation
    2. Flyway (flyway/flyway)
    3. Liquibase (liquibase/liquibase)
    4. DBmaestro DevOps Suite
    5. SQL Server Data Tools (SSDT)
    6. Git (git/git)
    7. Azure DevOps
    8. GitLab
    9. GitHub Actions

    AI recommended 9 alternatives but never named oracle/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a unified collection of actionable best practices for a vendor's cloud and database ecosystem?
    you: not recommended
    AI recommended (in order):
    1. AWS Well-Architected Framework
    2. Azure Well-Architected Framework
    3. Google Cloud Architecture Framework
    4. Cloud Security Alliance (CSA) Cloud Controls Matrix (CCM)
    5. NIST Special Publication 800-145 (The NIST Definition of Cloud Computing)
    6. NIST Special Publication 800-144 (Guidelines on Security and Privacy in Public Cloud Computing)
    7. OWASP Top 10 for Web Application Security
    8. AWS RDS Best Practices
    9. Azure SQL Database Documentation
    10. Google Cloud SQL Best Practices

    AI recommended 10 alternatives but never named oracle/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 oracle/skills?
    pass
    AI named oracle/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 oracle/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named oracle/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 oracle/skills solve, and who is the primary audience?
    pass
    AI named oracle/skills explicitly

    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 oracle/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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