RRepoGEO

REPOGEO REPORT · LITE

GuDaStudio/skills

Default branch main · commit d0e8b1d4 · scanned 5/28/2026, 1:08:09 AM

GitHub: 2,012 stars · 99 forks

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 GuDaStudio/skills, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, llm-tools, claude, openai-codex, google-gemini, agent-skills, ai-orchestration, large-language-models, python, code-generation, code-review
  • highreadme#2
    Refine README introduction to highlight core differentiator

    Why:

    CURRENT
    Agent Skills 是 Anthropic 推出的模块化能力扩展机制，让 LLM 能够按需加载专业领域知识与工作流。本仓库收录了 GudaStudio 开发的 Agent Skills 集合，实现 Claude 与其他 AI 模型、工具的无缝协作。
    COPY-PASTE FIX
    Agent Skills 是 Anthropic 推出的模块化能力扩展机制，让 LLM 能够按需加载专业领域知识与工作流。本仓库收录了 GudaStudio 开发的 Agent Skills 集合，**专注于实现 Claude 等大型语言模型与外部编码工具（如 OpenAI Codex, Google Gemini CLI）的无缝协作**，从而扩展其在原型开发、调试和代码审查等任务中的能力。
  • mediumreadme#3
    Explicitly state the license in the README

    Why:

    COPY-PASTE FIX
    ## 许可证

本项目采用 MIT 许可证。详情请参阅 [LICENSE](LICENSE) 文件。

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 GuDaStudio/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. GitHub Copilot · recommended 1×
  4. Codeium · recommended 1×
  5. Tabnine · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language models with external coding tools for development tasks?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Codeium
    3. Tabnine
    4. JetBrains AI Assistant
    5. OpenAI API
    6. Azure OpenAI Service
    7. LangChain
    8. LlamaIndex
    9. Cursor IDE

    AI recommended 9 alternatives but never named GuDaStudio/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a framework to enhance AI agent capabilities by connecting to specialized external services.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. AutoGPT
    6. BabyAGI
    7. AgentGPT

    AI recommended 7 alternatives but never named GuDaStudio/skills. 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 GuDaStudio/skills?
    pass
    AI named GuDaStudio/skills explicitly

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

  • If a team adopts GuDaStudio/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GuDaStudio/skills 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 GuDaStudio/skills solve, and who is the primary audience?
    pass
    AI named GuDaStudio/skills explicitly

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

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GuDaStudio/skills — 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