RRepoGEO

REPOGEO REPORT · LITE

yaojingang/yao-open-skills

Default branch main · commit f556c0c4 · scanned 6/6/2026, 9:07:37 PM

GitHub: 1,084 stars · 120 forks

AI VISIBILITY SCORE
22 /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
1 / 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 yaojingang/yao-open-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
  • highreadme#1
    Clarify "Yao" in README title and opening to prevent miscategorization as a low-code engine

    Why:

    CURRENT
    # Yao Open Skills

*A curated collection of production-ready AI skills for research, decision, business, learning, and document generation*
    COPY-PASTE FIX
    # Yao Open Skills: Reusable AI Assets for Yielding AI Outcomes (YAO)

*A curated collection of production-ready AI skills for research, decision-making, business analysis, learning, and document generation. This repository focuses on building and sharing concrete, reusable AI assets, not a low-code application engine.*
  • hightopics#2
    Add relevant GitHub topics

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-skills, ai-assets, generative-ai, business-analysis, decision-making, document-generation, knowledge-management, reusable-components, ai-methodology
  • mediumabout#3
    Update repository description to emphasize "AI assets" and "Yielding AI Outcomes"

    Why:

    CURRENT
    OpenYao 公开 Skill 合集：把决策、商业分析、学习教程、研究取证和文档生成流程沉淀成可复用的 AI 资产。
    COPY-PASTE FIX
    OpenYao 公开 Skill 合集：一个专注于沉淀可复用 AI 资产的集合，用于决策、商业分析、学习教程、研究取证和文档生成，以实现可交付的 AI 成果 (Yielding AI Outcomes)。

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 yaojingang/yao-open-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Databricks Lakehouse Platform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Databricks Lakehouse Platform · recommended 1×
  2. mlflow/mlflow · recommended 1×
  3. Azure Machine Learning · recommended 1×
  4. AWS SageMaker · recommended 1×
  5. Google Vertex AI · recommended 1×
  • CATEGORY QUERY
    How can I create and manage reusable AI assets for business analysis and decision making?
    you: not recommended
    AI recommended (in order):
    1. Databricks Lakehouse Platform
    2. MLflow (mlflow/mlflow)
    3. Azure Machine Learning
    4. AWS SageMaker
    5. Google Vertex AI
    6. Hugging Face Hub
    7. Weights & Biases
    8. Domino Data Lab
    9. Pachyderm (pachyderm/pachyderm)

    AI recommended 9 alternatives but never named yaojingang/yao-open-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI frameworks help generate structured reports, tutorials, or detailed business documents?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Haystack (deepset-ai/haystack)
    4. Microsoft Semantic Kernel (microsoft/semantic-kernel)
    5. OpenAI API
    6. Pydantic (pydantic/pydantic)
    7. Guidance (microsoft/guidance)

    AI recommended 7 alternatives but never named yaojingang/yao-open-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 yaojingang/yao-open-skills?
    pass
    AI did not name yaojingang/yao-open-skills — 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 yaojingang/yao-open-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yaojingang/yao-open-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 yaojingang/yao-open-skills solve, and who is the primary audience?
    pass
    AI did not name yaojingang/yao-open-skills — 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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yaojingang/yao-open-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