RRepoGEO

REPOGEO REPORT · LITE

huangserva/skill-prompt-generator

Default branch main · commit e9512498 · scanned 5/11/2026, 5:28:11 AM

GitHub: 1,318 stars · 201 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 huangserva/skill-prompt-generator, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify README's opening to emphasize AI image prompt generation, especially for portraits

    Why:

    CURRENT
    # Skill Prompt Generator - 基于Skills的智能提示词生成系统

> 🎉 **v2.0 已发布！** 新增跨domain查询和设计系统集成。[查看升级指南 →](UPGRADE_GUIDE_v2.0.md)
>
> 🆕 **Codex 适配完成！** 支持 OpenAI Codex CLI 使用全部 Skills。[查看 Codex 指南 →](.codex/codex.md)

**一个 Claude Code Skills 项目**，通过12个专业领域Skills，基于Universal Elements Library（1246元素）和社区提示词语料库（675条 source prompts）生成高质量AI图像提示词。
    COPY-PASTE FIX
    # Skill Prompt Generator - 智能AI图像提示词生成系统 (专注于人像)

> 🎉 **v2.0 已发布！** 新增跨domain查询和设计系统集成。[查看升级指南 →](UPGRADE_GUIDE_v2.0.md)
>
> 🆕 **Codex 适配完成！** 支持 OpenAI Codex CLI 使用全部 Skills。[查看 Codex 指南 →](.codex/codex.md)

这是一个基于Claude Code Skills的智能系统，专注于生成高质量AI图像提示词，特别是人像描述。它通过12个专业领域Skills，利用Universal Elements Library（1246元素）和社区提示词语料库（675条 source prompts）智能组合生成Prompt，并具备自动学习和库扩展能力。
  • mediumlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Choose and add a standard open-source license file (e.g., MIT, Apache-2.0, GPL-3.0) to the repository root.

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 huangserva/skill-prompt-generator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PromptPerfect
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PromptPerfect · recommended 2×
  2. Midjourney · recommended 2×
  3. ChatGPT · recommended 2×
  4. Lexica.art · recommended 2×
  5. PromptBase · recommended 2×
  • CATEGORY QUERY
    How to automatically generate detailed AI image prompts for character portraits?
    you: not recommended
    AI recommended (in order):
    1. PromptPerfect
    2. Midjourney
    3. ChatGPT
    4. Claude
    5. Gemini
    6. Lexica.art
    7. Civitai
    8. PromptBase
    9. Krea.ai
    10. Artbreeder
    11. Automatic1111
    12. ComfyUI
    13. PromptHero

    AI recommended 13 alternatives but never named huangserva/skill-prompt-generator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a system to intelligently combine elements for creative AI image prompt generation.
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. Lexica.art
    3. Midjourney
    4. ChatGPT
    5. GPT-4
    6. Automatic1111
    7. ComfyUI
    8. PromptPerfect

    AI recommended 8 alternatives but never named huangserva/skill-prompt-generator. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 huangserva/skill-prompt-generator?
    pass
    AI did not name huangserva/skill-prompt-generator — 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 huangserva/skill-prompt-generator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named huangserva/skill-prompt-generator 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 huangserva/skill-prompt-generator solve, and who is the primary audience?
    pass
    AI named huangserva/skill-prompt-generator explicitly

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

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huangserva/skill-prompt-generator — 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