RRepoGEO

REPOGEO REPORT · LITE

SkyworkAI/Matrix-Game

Default branch main · commit 71c3cd7f · scanned 5/9/2026, 12:58:40 PM

GitHub: 2,190 stars · 234 forks

AI VISIBILITY SCORE
40 /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
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 SkyworkAI/Matrix-Game, 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 to clearly state the project's core identity

    Why:

    CURRENT
    <p align="center">
    <h1 align="center">Matrix-Game</h1>
    <h3 align="center">Skywork AI</h3>
    </p>
    COPY-PASTE FIX
    <p align="center">
    <h1 align="center">Matrix-Game</h1>
    <h3 align="center">Skywork AI</h3>
    </p>
    
    A series of open-source **generative AI world models** for real-time, streaming, interactive long-horizon video generation and simulation.
  • mediumtopics#2
    Add more specific generative AI topics

    Why:

    CURRENT
    genie, interactive-video, long-horizon-memory, long-sequence, long-video, real-time, video-generation, world-model
    COPY-PASTE FIX
    ai-model, generative-ai, genie, interactive-video, long-horizon-memory, long-sequence, long-video, real-time, simulation-model, video-generation, video-model, world-model
  • lowexamples#3
    Create a dedicated 'Demos & Examples' section in the README

    Why:

    CURRENT
    https://github.com/user-attachments/assets/f5387c64-1d18-414a-935f-00a1f6eec8de (an asset link under 'Overview')
    COPY-PASTE FIX
    ## 🚀 Demos & Examples
    
    Explore the capabilities of Matrix-Game:
    *   **Real-time Interactive Video Generation:** See how Matrix-Game creates dynamic, long-form video content with persistent memory. [Watch Demo](https://github.com/user-attachments/assets/f5387c64-1d18-414a-935f-00a1f6eec8de)

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 SkyworkAI/Matrix-Game
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unreal Engine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Unreal Engine · recommended 2×
  2. Unity · recommended 2×
  3. MetaHuman Creator · recommended 1×
  4. Live Link Face · recommended 1×
  5. DOTS/ECS · recommended 1×
  • CATEGORY QUERY
    How can I generate real-time interactive long-form video content with persistent memory?
    you: not recommended
    AI recommended (in order):
    1. Unreal Engine
    2. MetaHuman Creator
    3. Live Link Face
    4. Unity
    5. DOTS/ECS
    6. Cinemachine/Timeline
    7. NVIDIA Omniverse
    8. Audio2Face
    9. DeepMotion
    10. RunwayML
    11. React
    12. Vue
    13. Angular
    14. Node.js
    15. Python
    16. PostgreSQL
    17. MongoDB
    18. Redis
    19. Character AI
    20. OBS Studio
    21. Touch Portal
    22. Streamer.bot
    23. OpenAI's GPT-4

    AI recommended 23 alternatives but never named SkyworkAI/Matrix-Game. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable building interactive simulations with a long-horizon world model?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Unreal Engine
    3. Godot Engine
    4. PyBullet
    5. OpenAI Gym
    6. Gazebo
    7. ROS
    8. MATLAB
    9. Simulink
    10. Blender
    11. Blender Game Engine
    12. UPBGE

    AI recommended 12 alternatives but never named SkyworkAI/Matrix-Game. 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 SkyworkAI/Matrix-Game?
    pass
    AI named SkyworkAI/Matrix-Game explicitly

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

  • If a team adopts SkyworkAI/Matrix-Game in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SkyworkAI/Matrix-Game 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 SkyworkAI/Matrix-Game solve, and who is the primary audience?
    pass
    AI named SkyworkAI/Matrix-Game explicitly

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

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SkyworkAI/Matrix-Game — 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