RRepoGEO

REPOGEO REPORT · LITE

0x0funky/agent-sprite-forge

Default branch main · commit fff651a8 · scanned 5/23/2026, 12:33:07 AM

GitHub: 2,285 stars · 237 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
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 0x0funky/agent-sprite-forge, 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 core value proposition into the main heading

    Why:

    CURRENT
    # Agent Sprite Forge
    COPY-PASTE FIX
    # Agent Sprite Forge: Codex Skills for Game-Ready 2D Sprites, Layered Maps, and Engine Prototypes
  • mediumtopics#2
    Expand topics to emphasize AI orchestration and game asset pipeline

    Why:

    CURRENT
    agent-skills, codex, pixel-art, sprite-generator
    COPY-PASTE FIX
    agent-skills, codex, pixel-art, sprite-generator, game-development, ai-agent, asset-pipeline, 2d-game-assets, game-assets
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/0x0funky/agent-sprite-forge

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 0x0funky/agent-sprite-forge
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 2×
  2. Midjourney · recommended 2×
  3. Photoshop · recommended 2×
  4. ControlNet · recommended 1×
  5. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  • CATEGORY QUERY
    How to use AI to generate game-ready 2D sprite sheets and animations?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. Automatic1111 web UI (AUTOMATIC1111/stable-diffusion-webui)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. Civitai
    6. Hugging Face
    7. Midjourney
    8. Pika Labs
    9. RunwayML Gen-2
    10. Krea AI
    11. Adobe Premiere Pro
    12. DaVinci Resolve
    13. FFmpeg (FFmpeg/FFmpeg)
    14. Cascadeur
    15. Sprite Fusion
    16. Aseprite (aseprite/aseprite)
    17. Krita (KDE/krita)
    18. Photoshop
    19. Clip Studio Paint
    20. Spine
    21. DragonBones
    22. ESRGAN (xinntao/ESRGAN)
    23. Topaz Gigapixel AI

    AI recommended 23 alternatives but never named 0x0funky/agent-sprite-forge. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for creating pixel art sprite sheets and animated GIFs from text prompts?
    you: not recommended
    AI recommended (in order):
    1. Piskel
    2. Aseprite
    3. Pixilart
    4. DALL-E 3
    5. Midjourney
    6. Stable Diffusion
    7. GIMP
    8. Photoshop

    AI recommended 8 alternatives but never named 0x0funky/agent-sprite-forge. 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 0x0funky/agent-sprite-forge?
    pass
    AI did not name 0x0funky/agent-sprite-forge — 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 0x0funky/agent-sprite-forge in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 0x0funky/agent-sprite-forge 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 0x0funky/agent-sprite-forge solve, and who is the primary audience?
    pass
    AI named 0x0funky/agent-sprite-forge explicitly

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

Embed your GEO score

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0x0funky/agent-sprite-forge — 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