RRepoGEO

REPOGEO REPORT · LITE

numman-ali/n-skills

Default branch main · commit a518c67e · scanned 6/14/2026, 2:06:52 PM

GitHub: 996 stars · 100 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 numman-ali/n-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

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

OVERALL DIRECTION
  • highreadme#1
    Elevate the core value proposition to the README's immediate opening

    Why:

    CURRENT
    The README excerpt starts with a centered div, then 'Curated by Numman Ali', then links, then 'One marketplace. Every agent.'
    COPY-PASTE FIX
    Move the sentence 'One marketplace. Every agent.' to be the very first line of text in the README, followed by a brief expansion of its purpose. For example: 'One marketplace. Every agent. n-skills provides a curated plugin marketplace and universal skill format for AI coding agents like Claude Code, Codex, and openskills, enabling a 'write once, run everywhere' approach.'
  • mediumhomepage#2
    Add the official project homepage URL

    Why:

    COPY-PASTE FIX
    https://agentskills.io

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 numman-ali/n-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VS Code Marketplace
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VS Code Marketplace · recommended 1×
  2. JetBrains Marketplace · recommended 1×
  3. OpenAI GPT Store · recommended 1×
  4. Cursor AI · recommended 1×
  5. Hugging Face · recommended 1×
  • CATEGORY QUERY
    Where can I find a central repository for plugins compatible with various AI coding assistants?
    you: not recommended
    AI recommended (in order):
    1. VS Code Marketplace
    2. JetBrains Marketplace
    3. OpenAI GPT Store
    4. Cursor AI
    5. Hugging Face
    6. Ollama

    AI recommended 6 alternatives but never named numman-ali/n-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to standardize skills for different AI code generation tools and agents?
    you: not recommended
    AI recommended (in order):
    1. JSON Schema
    2. OpenAPI Specification (Swagger)
    3. Schema.org
    4. LangChain
    5. LlamaIndex
    6. Marvin.ai
    7. Protocol Buffers (Protobuf)
    8. Apache Avro
    9. JSON
    10. Auto-GPT
    11. CrewAI
    12. Microsoft Guidance

    AI recommended 12 alternatives but never named numman-ali/n-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 numman-ali/n-skills?
    pass
    AI named numman-ali/n-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 numman-ali/n-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named numman-ali/n-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 numman-ali/n-skills solve, and who is the primary audience?
    pass
    AI named numman-ali/n-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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