RRepoGEO

REPOGEO REPORT · LITE

Besty0728/Unity-Skills

Default branch main · commit c0433593 · scanned 6/27/2026, 7:56:58 AM

GitHub: 1,322 stars · 134 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)

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

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 Besty0728/Unity-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 statement for clarity

    Why:

    CURRENT
    # 🎮 UnitySkills

<p align="center">
  
</p>

<p align="center">
  
  
  <a href="LICENSE"></a>
  <a href="README_CN.md"></a>
</p>

<p align="center">
  <b>REST API-based AI-driven Unity Editor Automation Engine</b><br>
  <i>Let AI control Unity scenes directly through Skills</i>
</p>
    COPY-PASTE FIX
    # 🎮 UnitySkills: REST API-based AI-Driven Unity Editor Automation Engine

<p align="center">
  <i>Let AI control Unity scenes directly through Skills</i>
</p>
  • hightopics#2
    Refine topics for better AI categorization

    Why:

    CURRENT
    ai, antygravity-ai, chatgpt, claude, claudecode, codex, gemini-cli, geminicli, skill, unity, unity3d
    COPY-PASTE FIX
    unity-editor-automation, ai-automation, unity-ai, rest-api, ai-skills, unity-plugin, editor-extension, llm-integration, unity3d
  • mediumcomparison#3
    Add a 'Comparison' section to highlight differentiators

    Why:

    COPY-PASTE FIX
    Add a new section titled `## 💡 Why UnitySkills?` or `## 🆚 Comparison to Alternatives`. Content: `UnitySkills stands apart from generic Unity Editor scripting or ML-Agents by offering a dedicated REST API-based engine for direct AI control and automation of Unity scenes. While inspired by projects like unity-mcp, UnitySkills extends this with 726 pre-built skills, revolutionary efficiency boosts, and robust permission modes, specifically designed for LLM-driven Unity workflows.`

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 Besty0728/Unity-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unity Editor Scripting
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Unity Editor Scripting · recommended 1×
  2. Unity ML-Agents · recommended 1×
  3. ProBuilder · recommended 1×
  4. Polybrush · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How can I automate Unity scene creation and manipulation using AI commands?
    you: not recommended
    AI recommended (in order):
    1. Unity Editor Scripting
    2. Unity ML-Agents
    3. ProBuilder
    4. Polybrush
    5. OpenAI API
    6. GPT-4
    7. DALL-E 3
    8. Unity's AssetDatabase
    9. EditorApplication
    10. Blender

    AI recommended 10 alternatives but never named Besty0728/Unity-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for integrating AI language models to automate tasks within the Unity editor efficiently?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Unity
    2. Azure OpenAI Service SDK for .NET
    3. Hugging Face Transformers.NET
    4. Google Cloud AI Platform SDK for .NET
    5. ML-Agents
    6. Inworld AI

    AI recommended 6 alternatives but never named Besty0728/Unity-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 Besty0728/Unity-Skills?
    pass
    AI did not name Besty0728/Unity-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 Besty0728/Unity-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Besty0728/Unity-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 Besty0728/Unity-Skills solve, and who is the primary audience?
    pass
    AI did not name Besty0728/Unity-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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Besty0728/Unity-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