REPOGEO REPORT · LITE

SkyworkAI/Matrix-Game

Default branch main · commit 71c3cd7f · scanned 6/19/2026, 8:12:47 AM

GitHub: 2,242 stars · 237 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

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 overview to clearly state its core function

Why:

CURRENT

Matrix-Game is a series of open-source world models launched by Skywork AI.

COPY-PASTE FIX

Matrix-Game is a series of open-source world models launched by Skywork AI, specifically designed for real-time and streaming interactive video generation with long-horizon memory capabilities.

mediumtopics#2

Add more specific topics to improve category visibility

Why:

CURRENT

genie, interactive-video, long-horizon-memory, long-sequence, long-video, real-time, video-generation, world-model

COPY-PASTE FIX

genie, interactive-video, long-horizon-memory, long-sequence, long-video, real-time, video-generation, world-model, streaming-video-generation, ai-video-generation, interactive-ai

lowreadme#3

Add a clarifying sentence to the README about its scope

Why:

COPY-PASTE FIX

Unlike traditional multi-agent reinforcement learning environments, Matrix-Game focuses on generating dynamic, interactive visual content.

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

Of all named tools, what % are you?

Top rival

NVIDIA Omniverse

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

NVIDIA Omniverse · recommended 2×
DeepMotion · recommended 2×
Unreal Engine · recommended 1×
MetaHuman · recommended 1×
Niagara · recommended 1×

CATEGORY QUERY
What tools help generate real-time interactive videos with long-horizon memory capabilities?
you: not recommended
AI recommended (in order):
1. Unreal Engine
2. MetaHuman
3. Niagara
4. OpenAI GPT-4
5. Google Gemini
6. Pinecone
7. Unity
8. DOTS (Data-Oriented Technology Stack)
9. Anthropic Claude
10. NVIDIA Omniverse
11. ACE (Avatar Cloud Engine)
12. Audio2Face
13. Omniverse Machinima
14. DeepMotion
15. Animate 3D
16. Weaviate
17. ChromaDB
18. PostgreSQL
19. MongoDB
20. LangChain
21. LlamaIndex
AI recommended 21 alternatives but never named SkyworkAI/Matrix-Game. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a world model for generating long-sequence, streaming interactive video content.
you: not recommended
AI recommended (in order):
1. Transframer
2. Phenaki
3. Make-A-Video
4. RunwayML Gen-1
5. RunwayML Gen-2
6. Pika Labs
7. Stable Diffusion
8. ControlNet
9. AnimateDiff
10. Deforum Stable Diffusion
11. NVIDIA Omniverse
12. DeepMotion
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?

Embed your GEO score

Drop this badge into the README of SkyworkAI/Matrix-Game. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/SkyworkAI/Matrix-Game.svg)](https://repogeo.com/en/r/SkyworkAI/Matrix-Game)

HTML

<a href="https://repogeo.com/en/r/SkyworkAI/Matrix-Game"><img src="https://repogeo.com/badge/SkyworkAI/Matrix-Game.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

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