RRepoGEO

REPOGEO REPORT · LITE

24kchengYe/human-skill-tree

Default branch master · commit be589ddd · scanned 6/6/2026, 4:11:49 AM

GitHub: 551 stars · 20 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 24kchengYe/human-skill-tree, 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
    Update README H3 to emphasize its nature as a buildable tool

    Why:

    CURRENT
    ### The Operating System for Human Learning in the Age of AI
    COPY-PASTE FIX
    ### Build your AI-powered skill tree for lifelong learning with Markdown and Mermaid.js.
  • mediumhomepage#2
    Add the project's live demo URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://humanskilltree.yechengzhang.com
  • lowlicense#3
    Add a clear statement about the custom license to the README

    Why:

    CURRENT
    [](LICENSE)
    COPY-PASTE FIX
    This project is released under a custom license. Please refer to the [LICENSE](LICENSE) file for full details.

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 24kchengYe/human-skill-tree
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LinkedIn Learning
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LinkedIn Learning · recommended 2×
  2. Coursera · recommended 2×
  3. Udemy · recommended 2×
  4. FutureLearn · recommended 2×
  5. Degreed · recommended 1×
  • CATEGORY QUERY
    How can AI help individuals develop a personalized skill roadmap for lifelong learning?
    you: not recommended
    AI recommended (in order):
    1. LinkedIn Learning
    2. Coursera
    3. Degreed
    4. Pluralsight
    5. Udemy
    6. FutureLearn
    7. OpenSesame

    AI recommended 7 alternatives but never named 24kchengYe/human-skill-tree. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools to build a comprehensive human skill development plan for future career readiness.
    you: not recommended
    AI recommended (in order):
    1. LinkedIn Learning
    2. Coursera
    3. Udemy
    4. Skillshare
    5. edX
    6. MindTools
    7. FutureLearn

    AI recommended 7 alternatives but never named 24kchengYe/human-skill-tree. 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 24kchengYe/human-skill-tree?
    pass
    AI named 24kchengYe/human-skill-tree explicitly

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

  • If a team adopts 24kchengYe/human-skill-tree in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 24kchengYe/human-skill-tree 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 24kchengYe/human-skill-tree solve, and who is the primary audience?
    pass
    AI named 24kchengYe/human-skill-tree explicitly

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

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24kchengYe/human-skill-tree — 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