RRepoGEO

REPOGEO REPORT · LITE

Nearcyan/vibecraft

Default branch main · commit 8278a4bc · scanned 5/15/2026, 2:18:13 PM

GitHub: 1,392 stars · 231 forks

AI VISIBILITY SCORE
28 /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
2 / 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 Nearcyan/vibecraft, 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 README H1 and opening paragraph to clarify purpose

    Why:

    CURRENT
    # Vibecraft

Manage Claude Code in style!

**Try it instantly at vibecraft.sh** — still connects to your local Claude Code instances!

**New:Spatial Audio** — Claude behind you? Claude on your left? No claublem!
Animations** — What's Claude up to? Watch him! ◕ ‿ ◕

Vibecraft uses your own local Claude Code instances — no files or prompts are shared.
    COPY-PASTE FIX
    # Vibecraft: Visualizer & Enhancer for Local AI Coding Assistants (e.g., Claude Code)

Vibecraft is a desktop application that provides rich visual feedback, spatial audio, and animations for your local AI coding assistant, enhancing the developer experience. It connects directly to your local Claude Code instances, ensuring no files or prompts are shared externally.

**Try it instantly at vibecraft.sh**
  • hightopics#2
    Add specific topics for better categorization

    Why:

    COPY-PASTE FIX
    ai-assistant, claude-code, developer-experience, visualization, spatial-audio, animations, local-ai, code-generation, productivity-tool, devtools
  • mediumhomepage#3
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://vibecraft.sh

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 Nearcyan/vibecraft
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
continue-team/continue
Recommended in 3 of 2 queries
COMPETITOR LEADERBOARD
  1. continue-team/continue · recommended 3×
  2. VS Code · recommended 1×
  3. Jupyter Notebooks · recommended 1×
  4. JupyterLab · recommended 1×
  5. Git · recommended 1×
  • CATEGORY QUERY
    How can I get visual feedback for my local AI coding assistant's actions?
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. Jupyter Notebooks
    3. JupyterLab
    4. Git
    5. Meld
    6. Beyond Compare
    7. GitKraken
    8. SourceTree
    9. KDiff3
    10. Rich (Textualize/rich)
    11. Textual (Textualize/textual)
    12. curses
    13. windows-curses
    14. Streamlit (streamlit/streamlit)
    15. Gradio (gradio-app/gradio)
    16. Flask (pallets/flask)
    17. Django (django/django)
    18. React (facebook/react)
    19. Vue (vuejs/core)
    20. Svelte (sveltejs/svelte)

    AI recommended 20 alternatives but never named Nearcyan/vibecraft. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enhance the developer experience when using local AI code generation?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue (continue-team/continue)
    3. Ollama (ollama/ollama)
    4. LM Studio
    5. VS Code (microsoft/vscode)
    6. CodeGPT (carlos-aguilar-l/CodeGPT)
    7. Continue (continue-team/continue)
    8. GitHub Copilot Chat
    9. JetBrains IDEs
    10. IntelliJ IDEA
    11. PyCharm
    12. AI Assistant
    13. Continue (continue-team/continue)

    AI recommended 13 alternatives but never named Nearcyan/vibecraft. 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 Nearcyan/vibecraft?
    pass
    AI did not name Nearcyan/vibecraft — likely talking about a different project

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

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

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

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Nearcyan/vibecraft — 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