RRepoGEO

REPOGEO REPORT · LITE

zjunlp/SkillNet

Default branch main · commit d1181ab9 · scanned 6/4/2026, 4:28:02 PM

GitHub: 1,015 stars · 114 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 zjunlp/SkillNet, 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 core value proposition to the top of README

    Why:

    COPY-PASTE FIX
    SkillNet is an open-source platform that treats AI agent skills as first-class, shareable packages — like npm for AI capabilities. It provides end-to-end tooling to search, install, create, evaluate, and organize skills, so agents can learn from the community and continuously grow. This infrastructure is designed specifically for AI agents, enabling them to discover, utilize, and contribute to a vast community skill marketplace.
  • highcomparison#2
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison to Alternatives

While platforms like LangChain Hub and Hugging Face Hub offer components and models, SkillNet focuses specifically on **AI agent skills as shareable, executable packages**. We provide a dedicated marketplace and end-to-end tooling for skill lifecycle management (search, install, create, evaluate, organize), distinct from general model repositories or framework-specific component registries. SkillNet is designed to be agent-agnostic, allowing any AI agent to leverage community-contributed skills.
  • mediumabout#3
    Refine GitHub 'About' description

    Why:

    CURRENT
    Create, Evaluate, and Connect AI Skills
    COPY-PASTE FIX
    An open infrastructure and marketplace for AI agent skills. Search, install, create, evaluate, and organize shareable AI capabilities, like npm for AI agents.

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 zjunlp/SkillNet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. LlamaIndex · recommended 2×
  3. Weights & Biases · recommended 2×
  4. Hugging Face Hub · recommended 1×
  5. LangChain Hub · recommended 1×
  • CATEGORY QUERY
    How can I find and manage reusable AI agent skills for my projects?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. LangChain Hub
    3. OpenAI API
    4. LlamaIndex
    5. AgentVerse
    6. GitHub
    7. GitLab
    8. Weights & Biases

    AI recommended 8 alternatives but never named zjunlp/SkillNet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create, evaluate, and connect AI skills for large language models?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Hugging Face Transformers
    4. Hugging Face Datasets
    5. Weights & Biases
    6. OpenAI API
    7. Azure OpenAI Service
    8. PromptLayer
    9. LangSmith
    10. DeepEval

    AI recommended 10 alternatives but never named zjunlp/SkillNet. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 zjunlp/SkillNet?
    pass
    AI named zjunlp/SkillNet explicitly

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

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

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

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zjunlp/SkillNet — 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