RRepoGEO

REPOGEO REPORT · LITE

wuyoscar/GPT-Image2-Skill

Default branch main · commit 46c47d25 · scanned 5/26/2026, 11:26:26 AM

GitHub: 2,415 stars · 226 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-Image2-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
    Reposition README's opening statement to emphasize agentic skill and OpenAI API

    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 specialized **agentic skill and CLI for OpenAI's GPT Image 2**, offering a curated prompt gallery and runnable examples specifically designed for skill-capable AI agents to generate and edit images via the OpenAI API.</em></p>
  • mediumabout#2
    Add homepage URL to About section

    Why:

    COPY-PASTE FIX
    https://github.com/wuyoscar/GPT-Image2-Skill
  • lowtopics#3
    Refine topics for OpenAI DALL-E and API specificity

    Why:

    CURRENT
    agent-skills, ai-image-prompts, claude-code-skill, cli, codex-skill, gpt-image, gpt-image-2, gpt-image-2-prompts, image-editing, image-generation, image-prompt, openai, prompt-library, prompt-templates, research-figures, text-to-image
    COPY-PASTE FIX
    agent-skills, ai-image-prompts, claude-code-skill, cli, codex-skill, dalle-2, dalle-3, gpt-image, gpt-image-2, gpt-image-2-prompts, image-editing, image-generation, image-prompt, openai, openai-api, prompt-library, prompt-templates, research-figures, text-to-image

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-Image2-Skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 1×
  2. PromptBase · recommended 1×
  3. Lexica.art · recommended 1×
  4. PromptHero · recommended 1×
  5. Artbreeder · recommended 1×
  • CATEGORY QUERY
    What are the best tools for managing and generating effective AI image prompts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. PromptBase
    3. Lexica.art
    4. PromptHero
    5. Artbreeder
    6. ChatGPT
    7. Notion
    8. Obsidian
    9. Google Docs

    AI recommended 9 alternatives but never named wuyoscar/GPT-Image2-Skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a command-line interface or agentic skill for AI-powered image generation and editing.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (invoke-ai/InvokeAI)
    2. ComfyUI (comfyanonymous/ComfyUI)
    3. Automatic1111's Stable Diffusion WebUI (AUTOMATIC1111/stable-diffusion-webui)
    4. Diffusers (huggingface/diffusers)
    5. Fooocus (lllyasviel/Fooocus)

    AI recommended 5 alternatives but never named wuyoscar/GPT-Image2-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-Image2-Skill?
    pass
    AI named wuyoscar/GPT-Image2-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-Image2-Skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wuyoscar/GPT-Image2-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-Image2-Skill solve, and who is the primary audience?
    pass
    AI did not name wuyoscar/GPT-Image2-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
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