RRepoGEO

REPOGEO REPORT · LITE

jeremylongshore/claude-code-plugins-plus-skills

Default branch main · commit 09a44584 · scanned 6/24/2026, 1:36:48 AM

GitHub: 2,417 stars · 342 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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
    Reposition the README's opening paragraph to explicitly state its role as an open-source marketplace with a CLI

    Why:

    CURRENT
    The current excerpt's first prose after H1 and badges is "432 plugins, 2,769 skills, 297 agents, 30 community contributors — validated and ready to install."
    COPY-PASTE FIX
    This repository is the official, open-source marketplace and canonical catalog for Claude Code plugins and skills, managed via the `ccpi` CLI package manager. It offers 432 plugins, 2,769 skills, and 297 agents, all validated and ready to install for Anthropic's official CLI.
  • highcomparison#2
    Add a 'Comparison' section to the README to clarify its market position

    Why:

    COPY-PASTE FIX
    ## Comparison to Other AI Marketplaces
Unlike general-purpose AI agent frameworks or broad LLM hubs, Tons of Skills is purpose-built as the open-source, canonical marketplace specifically for Anthropic's Claude Code plugins and skills. While platforms like OpenAI GPT Store, LangChain Hub, and Hugging Face Hub offer broader AI assets, Tons of Skills provides a curated, validated ecosystem tailored exclusively for Claude Code developers, complete with a dedicated CLI package manager (`ccpi`).
  • mediumtopics#3
    Add more specific marketplace-related topics

    Why:

    CURRENT
    agent-skills, ai, ai-agents, anthropic, automation, claude-code, claude-code-plugins, developer-tools, devops, llm, marketplace, mcp, plugin-marketplace, plugin-system, saas, skills
    COPY-PASTE FIX
    agent-skills, ai, ai-agents, anthropic, automation, claude-code, claude-code-plugins, developer-tools, devops, llm, marketplace, mcp, plugin-marketplace, plugin-system, saas, skills, llm-marketplace, ai-marketplace, agent-marketplace, claude-marketplace

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
OpenAI GPT Store
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPT Store · recommended 1×
  2. LangChain Hub · recommended 1×
  3. Hugging Face Hub · recommended 1×
  4. AgentVerse · recommended 1×
  5. Auto-GPT · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive marketplace for AI agent skills and plugins?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT Store
    2. LangChain Hub
    3. Hugging Face Hub
    4. AgentVerse
    5. Auto-GPT
    6. BabyAGI
    7. Zapier's AI Actions

    AI recommended 7 alternatives but never named jeremylongshore/claude-code-plugins-plus-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for discovering and managing LLM agent extensions via CLI?
    you: not recommended
    AI recommended (in order):
    1. LangChain CLI (langchain-ai/langchain)
    2. LlamaIndex CLI (run-llama/llama_index)
    3. Poetry (python-poetry/poetry)
    4. pip (pypa/pip)
    5. npm (npm/cli)
    6. Yarn (yarnpkg/yarn)
    7. GitHub CLI (cli/cli)
    8. Docker CLI (docker/cli)

    AI recommended 8 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?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite