RRepoGEO

REPOGEO REPORT · LITE

vibe-motion/skills

Default branch main · commit 678575bc · scanned 6/4/2026, 12:33:01 AM

GitHub: 627 stars · 42 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 vibe-motion/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
    Add a clear introductory statement to the README

    Why:

    COPY-PASTE FIX
    Add a new paragraph at the very beginning of the README, before "安装", such as: "vibe-motion/skills is a collection of powerful, agent-ready tools designed for generating dynamic video animations, motion graphics, and 3D renders programmatically. Easily create custom text reveal effects, procedural animations, and complex 3D scenes with simple commands."
  • hightopics#2
    Expand repository topics to include animation and rendering keywords

    Why:

    CURRENT
    agent, skills, vibe-coding, vibe-motion
    COPY-PASTE FIX
    agent, skills, vibe-coding, vibe-motion, animation, motion-graphics, video-generation, 3d-rendering, remotion, threejs, puppeteer, creative-coding
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT or Apache-2.0) to the repository root to clearly state the terms of use.

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 vibe-motion/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Manim
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Manim · recommended 2×
  2. Processing · recommended 2×
  3. After Effects · recommended 1×
  4. Lottie · recommended 1×
  5. Remotion · recommended 1×
  • CATEGORY QUERY
    What are some libraries for generating dynamic video animations and motion graphics?
    you: not recommended
    AI recommended (in order):
    1. After Effects
    2. Lottie
    3. Manim
    4. Remotion
    5. FFmpeg
    6. Processing
    7. p5.js
    8. OpenCV

    AI recommended 8 alternatives but never named vibe-motion/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I easily create custom text reveal effects or 3D scene renders programmatically?
    you: not recommended
    AI recommended (in order):
    1. Three.js
    2. Blender
    3. Manim
    4. Babylon.js
    5. Unity
    6. Processing
    7. OpenFrameworks

    AI recommended 7 alternatives but never named vibe-motion/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 vibe-motion/skills?
    pass
    AI named vibe-motion/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 vibe-motion/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vibe-motion/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 vibe-motion/skills solve, and who is the primary audience?
    pass
    AI named vibe-motion/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 vibe-motion/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.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/vibe-motion/skills.svg)](https://repogeo.com/en/r/vibe-motion/skills)
HTML
<a href="https://repogeo.com/en/r/vibe-motion/skills"><img src="https://repogeo.com/badge/vibe-motion/skills.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

vibe-motion/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