RRepoGEO

REPOGEO REPORT · LITE

wuyoscar/gpt_image_2_skill

Default branch main · commit 0ccdf4bb · scanned 5/12/2026, 4:01:56 PM

GitHub: 1,944 stars · 190 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 wuyoscar/gpt_image_2_skill, 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
    Clarify the README's opening paragraph to emphasize OpenAI DALL-E 3 and agentic skill

    Why:

    CURRENT
    <p align="center"><em>OpenAI GPT Image 2 prompt gallery, image prompt library, agentic skill, and CLI — curated, copy-paste prompts and runnable examples for skill-capable agents.</em></p>
    COPY-PASTE FIX
    <p align="center"><em>A curated OpenAI DALL-E 3 (GPT Image 2) prompt gallery, image prompt library, agentic skill, and CLI. Provides copy-paste prompts and runnable examples for skill-capable agents to automate image generation and editing via the OpenAI API.</em></p>
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/wuyoscar/gpt_image_2_skill
  • lowreadme#3
    Add a 'Why This Project?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## 💡 Why GPT Image 2 Skill?

Unlike generic prompt galleries or local Stable Diffusion UIs, this project provides runnable agentic skills and a CLI specifically for direct OpenAI DALL-E 3 integration. It is designed for developers building AI agents, not as a marketplace or a self-hosted image generation engine.

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 wuyoscar/gpt_image_2_skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PromptBase
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PromptBase · recommended 1×
  2. Lexica.art · recommended 1×
  3. PromptHero · recommended 1×
  4. Krea.ai · recommended 1×
  5. Artbreeder · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated library of effective prompts for AI image generation?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. Lexica.art
    3. PromptHero
    4. Krea.ai
    5. Artbreeder
    6. Reddit
    7. OpenArt.ai

    AI recommended 7 alternatives but never named wuyoscar/gpt_image_2_skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How do I automate AI image creation and editing with a command-line interface?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. InvokeAI (invoke-ai/InvokeAI)
    3. Diffusers (huggingface/diffusers)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. OpenCV (opencv/opencv)
    6. ImageMagick (ImageMagick/ImageMagick)
    7. Pillow (python-pillow/Pillow)

    AI recommended 7 alternatives but never named wuyoscar/gpt_image_2_skill. 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 wuyoscar/gpt_image_2_skill?
    pass
    AI named wuyoscar/gpt_image_2_skill explicitly

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

  • If a team adopts wuyoscar/gpt_image_2_skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wuyoscar/gpt_image_2_skill 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 wuyoscar/gpt_image_2_skill solve, and who is the primary audience?
    pass
    AI did not name wuyoscar/gpt_image_2_skill — 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite