RRepoGEO

REPOGEO REPORT · LITE

AgriciDaniel/banana-claude

Default branch main · commit a4b5a7e4 · scanned 6/15/2026, 3:11:23 AM

GitHub: 692 stars · 142 forks

AI VISIBILITY SCORE
33 /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
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 AgriciDaniel/banana-claude, 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 opening to clarify its role as a Claude Code skill, not a standalone image generator

    Why:

    CURRENT
    # Banana Claude
    
    AI image generation skill for Claude Code where **Claude acts as Creative Director** using Google's Gemini Nano Banana models.
    
    Unlike simple API wrappers, Claude interprets your intent, selects domain expertise, constructs optimized prompts using Google's official 5-component formula, and orchestrates Gemini for the best possible results.
    COPY-PASTE FIX
    # Banana Claude: AI Creative Director Skill for Claude Code
    
    This project is an advanced AI image generation *skill* for Claude Code, where **Claude acts as a Creative Director** to orchestrate and optimize prompts for models like Google's Gemini. Unlike standalone image generation services (e.g., DALL-E, Midjourney), Banana Claude empowers your Claude AI assistant to act as a sophisticated creative director, crafting and optimizing prompts using Google's official 5-component formula for the best possible results.
  • hightopics#2
    Add specific topics for prompt engineering, orchestration, and AI assistant skills

    Why:

    CURRENT
    ai, ai-content, claude-code, claude-code-skill, content-creation, open-source
    COPY-PASTE FIX
    ai, ai-content, claude-code, claude-code-skill, content-creation, open-source, prompt-engineering, ai-orchestration, image-generation-skill, creative-ai, gemini-api
  • mediumabout#3
    Refine the repository description for clarity and precision

    Why:

    CURRENT
    AI image generation skill for Claude Code -- Creative Director powered by Gemini
    COPY-PASTE FIX
    A Claude Code skill that empowers Claude as a Creative Director to orchestrate AI image generation, optimizing prompts for models like Gemini.

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 AgriciDaniel/banana-claude
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. OpenAI DALL-E 3 · recommended 1×
  3. Stability AI Stable Diffusion · recommended 1×
  4. Google Imagen · recommended 1×
  5. Adobe Firefly · recommended 1×
  • CATEGORY QUERY
    How can I integrate AI image generation with an existing AI assistant for creative direction?
    you: not recommended
    AI recommended (in order):
    1. OpenAI DALL-E 3
    2. Midjourney
    3. Stability AI Stable Diffusion
    4. Google Imagen
    5. Adobe Firefly
    6. Leonardo.Ai
    7. Hugging Face Diffusers (huggingface/diffusers)

    AI recommended 7 alternatives but never named AgriciDaniel/banana-claude. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help optimize prompts and orchestrate advanced AI models for generating high-quality images?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. Automatic1111's Stable Diffusion WebUI
    3. InvokeAI
    4. RunDiffusion
    5. ThinkDiffusion
    6. Vast.ai
    7. Civitai
    8. PromptPerfect
    9. Midjourney

    AI recommended 9 alternatives but never named AgriciDaniel/banana-claude. 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 AgriciDaniel/banana-claude?
    pass
    AI named AgriciDaniel/banana-claude explicitly

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

  • If a team adopts AgriciDaniel/banana-claude in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AgriciDaniel/banana-claude 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 AgriciDaniel/banana-claude solve, and who is the primary audience?
    pass
    AI did not name AgriciDaniel/banana-claude — 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?

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  • Brand-free category queries5 vs 2 in Lite
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