RRepoGEO

REPOGEO REPORT · LITE

xiaotianfotos/skills

Default branch main · commit ded31bef · scanned 5/28/2026, 12:28:51 PM

GitHub: 558 stars · 156 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 xiaotianfotos/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
  • hightopics#1
    Add specific topics for better categorization

    Why:

    COPY-PASTE FIX
    ["code-examples", "bilibili", "educational-videos", "manim", "dlna", "media-control", "tmux", "claude-ai"]
  • highreadme#2
    Clarify the README's opening to state it's a collection of video-related code examples

    Why:

    CURRENT
    # Skills

这是我在B站视频中分享过的一些方法论的代码参考.
    COPY-PASTE FIX
    # Skills: Bilibili Video Code Examples

This repository contains code examples and references for methodologies I've shared in my Bilibili videos. Each subdirectory corresponds to a specific video or series, demonstrating practical implementations of topics like animated educational video production with Manim, programmatic DLNA device control, and Claude AI integration with tmux.
  • mediumhomepage#3
    Add a homepage link to the associated Bilibili channel or videos

    Why:

    COPY-PASTE FIX
    [Link to your Bilibili channel or relevant video playlist]

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 xiaotianfotos/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vyond
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Vyond · recommended 1×
  2. Powtoon · recommended 1×
  3. Animaker · recommended 1×
  4. Doodly · recommended 1×
  5. Toonly · recommended 1×
  • CATEGORY QUERY
    What are the best tools for generating animated educational videos with voiceovers?
    you: not recommended
    AI recommended (in order):
    1. Vyond
    2. Powtoon
    3. Animaker
    4. Doodly
    5. Toonly
    6. Adobe Animate
    7. Blender

    AI recommended 7 alternatives but never named xiaotianfotos/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I programmatically control DLNA devices to play media content?
    you: not recommended
    AI recommended (in order):
    1. OpenHome (OhNet/OhMedia)
    2. Cling
    3. python-upnp-utils
    4. DLNA.NET (C#)
    5. CyberLink for Java
    6. miniupnpc (C/C++)
    7. node-upnp (Node.js)

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

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

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xiaotianfotos/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