RRepoGEO

REPOGEO REPORT · LITE

wuyoscar/gpt_image_2_skill

Default branch main · commit 46c47d25 · scanned 6/23/2026, 12:21:45 AM

GitHub: 3,186 stars · 282 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 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
    Reposition README opening to balance 'Prompt Gallery' and 'Agentic Skill'

    Why:

    CURRENT
    OpenAI GPT Image 2 prompt gallery, image prompt library, agentic skill, and CLI — curated, copy-paste prompts and runnable examples for skill-capable agents.
    COPY-PASTE FIX
    A curated **GPT Image 2 prompt gallery** and **image prompt library** for OpenAI image generation/editing, offering copy-paste prompts and runnable examples. It also provides an **agentic skill** and **CLI** for skill-capable agents.
  • mediumreadme#2
    Add explicit sentence clarifying CLI's AI-specific focus

    Why:

    COPY-PASTE FIX
    Add a sentence like: 'The included CLI enables programmatic **OpenAI AI image generation and editing**, providing a powerful interface for developers and agents.' to the README, perhaps in the 'At a glance' section or immediately after the main description.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a relevant project URL (e.g., a GitHub Pages site, documentation site, or demo page) to the 'Homepage' field in the repository settings.

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. Artbreeder · recommended 1×
  4. OpenArt.ai · recommended 1×
  5. Midjourney Community Showcase/Discord · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated collection of effective prompts for AI image generation?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. Lexica.art
    3. Artbreeder
    4. OpenArt.ai
    5. Midjourney Community Showcase/Discord
    6. Krea.ai

    AI recommended 6 alternatives but never named wuyoscar/gpt_image_2_skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I programmatically generate and edit images using a command-line interface?
    you: not recommended
    AI recommended (in order):
    1. ImageMagick (ImageMagick/ImageMagick)
    2. GraphicsMagick (GraphicsMagick/GraphicsMagick)
    3. FFmpeg (FFmpeg/FFmpeg)
    4. Pillow (python-pillow/Pillow)
    5. Inkscape (inkscape/inkscape)
    6. GIMP (GNOME/gimp)

    AI recommended 6 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 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?

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wuyoscar/gpt_image_2_skill — 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