RRepoGEO

REPOGEO REPORT · LITE

libukai/awesome-agent-skills

Default branch main · commit fef729ae · scanned 5/28/2026, 6:52:44 AM

GitHub: 4,520 stars · 323 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 libukai/awesome-agent-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
    Reposition README opening to clarify it's a resource guide/awesome list

    Why:

    CURRENT
    本项目致力于遵循少而精的原则，收集和分享最优质的 Skill 资源、教程和实践案例，帮助更多人轻松迈出搭建 Agent 的第一步。
    COPY-PASTE FIX
    Agent Skills 终极指南：这是一个精选的资源列表，致力于收集和分享最优质的 Skill 资源、教程和实践案例，帮助更多人轻松迈出搭建 Agent 的第一步。
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the text of the Apache-2.0 License, as suggested by the badge in the README.
  • mediumtopics#3
    Correct typo and expand repository topics

    Why:

    CURRENT
    agent, awsome-list, claudecode, openclaw, skills
    COPY-PASTE FIX
    agent, awesome-list, agent-skills, ai-agents, resources, guide, toolkit

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 libukai/awesome-agent-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. Haystack · recommended 2×
  4. Microsoft Semantic Kernel · recommended 1×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    How can I efficiently develop custom skills to enhance AI agents for specific tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. OpenAI Assistants API
    6. Agent Protocol
    7. Custom Python/Node.js Libraries with Function Calling

    AI recommended 7 alternatives but never named libukai/awesome-agent-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find resources and best practices for integrating domain knowledge into AI agents?
    you: not recommended
    AI recommended (in order):
    1. Neo4j
    2. Amazon Neptune
    3. Google Cloud Knowledge Graph
    4. Protégé
    5. Apache Jena
    6. Drools
    7. CLIPS
    8. OpenAI GPT-4
    9. Anthropic Claude
    10. Google Gemini
    11. OpenAI Documentation
    12. Anthropic's "Constitutional AI"
    13. Google AI Blog
    14. Hugging Face Transformers Library
    15. LangChain
    16. LlamaIndex
    17. Haystack
    18. Pinecone
    19. Weaviate
    20. ChromaDB
    21. Milvus

    AI recommended 21 alternatives but never named libukai/awesome-agent-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 libukai/awesome-agent-skills?
    pass
    AI did not name libukai/awesome-agent-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 libukai/awesome-agent-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named libukai/awesome-agent-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 libukai/awesome-agent-skills solve, and who is the primary audience?
    pass
    AI did not name libukai/awesome-agent-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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libukai/awesome-agent-skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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