RRepoGEO

REPOGEO REPORT · LITE

Kamalnrf/claude-plugins

Default branch main · commit 857961a0 · scanned 6/1/2026, 12:36:50 PM

GitHub: 516 stars · 32 forks

AI VISIBILITY SCORE
28 /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
2 / 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 Kamalnrf/claude-plugins, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • highreadme#2
    Strengthen README's opening statement to clarify its role as a registry/manager

    Why:

    CURRENT
    # Claude Plugins

A plugin manager and skills installer for AI coding agents.
    COPY-PASTE FIX
    # Claude Plugins: A Centralized Registry and Manager for AI Agent Skills

This project provides a lightweight registry to discover, install, and manage public Claude plugins and agent skills for various AI coding agents.
  • mediumtopics#3
    Expand repository topics for better categorization

    Why:

    CURRENT
    claude, claude-code, plugins
    COPY-PASTE FIX
    claude, claude-code, plugins, agent-skills, ai-agents, registry, plugin-manager, skills-installer

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 Kamalnrf/claude-plugins
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Visual Studio Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Visual Studio Code · recommended 1×
  2. GitHub Copilot · recommended 1×
  3. Codeium · recommended 1×
  4. Tabnine · recommended 1×
  5. Extensions Marketplace · recommended 1×
  • CATEGORY QUERY
    How can I discover and install new extensions for my AI coding assistant?
    you: not recommended
    AI recommended (in order):
    1. Visual Studio Code
    2. GitHub Copilot
    3. Codeium
    4. Tabnine
    5. Extensions Marketplace
    6. JetBrains IDEs
    7. IntelliJ IDEA
    8. PyCharm
    9. WebStorm
    10. JetBrains AI Assistant
    11. Plugins Marketplace
    12. Cursor
    13. Neovim
    14. Vim
    15. Packer.nvim
    16. lazy.nvim
    17. vim-plug
    18. Pathogen
    19. Vim Awesome
    20. Emacs
    21. MELPA
    22. GNU ELPA
    23. Replit

    AI recommended 23 alternatives but never named Kamalnrf/claude-plugins. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a centralized registry for AI agent skills and capabilities?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. LangChain Hub
    3. LlamaIndex
    4. AgentVerse
    5. AgentBench
    6. GitHub
    7. OpenAI Plugin Store
    8. Awesome-LLM-Agents

    AI recommended 8 alternatives but never named Kamalnrf/claude-plugins. 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 Kamalnrf/claude-plugins?
    pass
    AI named Kamalnrf/claude-plugins explicitly

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

  • If a team adopts Kamalnrf/claude-plugins in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Kamalnrf/claude-plugins 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 Kamalnrf/claude-plugins solve, and who is the primary audience?
    pass
    AI did not name Kamalnrf/claude-plugins — 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?

Embed your GEO score

Drop this badge into the README of Kamalnrf/claude-plugins. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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Kamalnrf/claude-plugins — 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