RRepoGEO

REPOGEO REPORT · LITE

jeremylongshore/claude-code-plugins-plus-skills

Default branch main · commit 114fb5df · scanned 5/13/2026, 2:36:42 PM

GitHub: 2,165 stars · 289 forks

AI VISIBILITY SCORE
27 /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
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 jeremylongshore/claude-code-plugins-plus-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
    Rewrite README's opening paragraph to explicitly state its nature as an open-source marketplace and summarize its problem-solving capabilities

    Why:

    CURRENT
    425 plugins, 2,810 skills, 200 agents, 16 community contributors — validated and ready to install.
    COPY-PASTE FIX
    This is the open-source marketplace for Claude Code plugins, AI agent skills, and LLM plugins. It offers 425 plugins, 2,810 skills, and 200 agents, all validated and ready to install. These skills empower Claude Code to tackle a wide range of tasks, from robust browser automation and data extraction to complex DevOps workflows and custom AI agent behaviors.
  • mediumcomparison#2
    Add a 'Comparison' section to the README to differentiate from other AI hubs

    Why:

    COPY-PASTE FIX
    ## Why Tons of Skills? (vs. Hugging Face Hub, LangChain Hub, GPT Store, etc.)

While platforms like Hugging Face Hub and LangChain Hub offer broad AI model and component repositories, Tons of Skills is specifically curated for Anthropic Claude Code. We provide a validated, ready-to-install collection of plugins and skills directly integrated with Claude's environment, focusing on practical, agent-driven solutions rather than general-purpose models or prompts. Our marketplace emphasizes immediate utility and seamless integration for Claude developers.
  • lowabout#3
    Update the repository description to explicitly include 'AI agent skills' and 'LLM plugins'

    Why:

    CURRENT
    425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
    COPY-PASTE FIX
    425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace for AI agent skills and LLM plugins, managed via the ccpi CLI at tonsofskills.com.

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 jeremylongshore/claude-code-plugins-plus-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Hub
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Hub · recommended 1×
  2. LangChain Hub · recommended 1×
  3. LlamaIndex Llama Hub · recommended 1×
  4. OpenAI's GPTs · recommended 1×
  5. GPT Store · recommended 1×
  • CATEGORY QUERY
    Where can I find an open-source marketplace for AI agent skills and LLM plugins?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. LangChain Hub
    3. LlamaIndex Llama Hub
    4. OpenAI's GPTs
    5. GPT Store
    6. GitHub

    AI recommended 6 alternatives but never named jeremylongshore/claude-code-plugins-plus-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking AI agent solutions for robust browser automation and data extraction, replacing traditional tools.
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. LangChain
    3. LlamaIndex
    4. Puppeteer
    5. LangChain.js
    6. LlamaIndex.js
    7. Selenium
    8. Robocorp
    9. Browserless.io
    10. Apify
    11. AutoGPT
    12. BabyAGI
    13. OpenAI's GPT-4

    AI recommended 13 alternatives but never named jeremylongshore/claude-code-plugins-plus-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
    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 jeremylongshore/claude-code-plugins-plus-skills?
    pass
    AI did not name jeremylongshore/claude-code-plugins-plus-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 jeremylongshore/claude-code-plugins-plus-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jeremylongshore/claude-code-plugins-plus-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 jeremylongshore/claude-code-plugins-plus-skills solve, and who is the primary audience?
    pass
    AI did not name jeremylongshore/claude-code-plugins-plus-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?

Embed your GEO score

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/jeremylongshore/claude-code-plugins-plus-skills.svg)](https://repogeo.com/en/r/jeremylongshore/claude-code-plugins-plus-skills)
HTML
<a href="https://repogeo.com/en/r/jeremylongshore/claude-code-plugins-plus-skills"><img src="https://repogeo.com/badge/jeremylongshore/claude-code-plugins-plus-skills.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

jeremylongshore/claude-code-plugins-plus-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