RRepoGEO

REPOGEO REPORT · LITE

runkids/skillshare

Default branch main · commit 15243a32 · scanned 5/15/2026, 7:27:09 AM

GitHub: 1,809 stars · 110 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 runkids/skillshare, 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
    Add a clear disclaimer in the README's opening to prevent miscategorization

    Why:

    CURRENT
    One source of truth for AI CLI skills, agents, rules, commands & more. Sync everywhere with one command — from personal to organization-wide.
    COPY-PASTE FIX
    skillshare is *not* a general skill-sharing or learning platform. It's the one source of truth for AI CLI skills, agents, rules, commands & more, designed to sync them everywhere with one command — from personal to organization-wide.
  • mediumabout#2
    Refine the repository description to explicitly state its purpose and avoid misinterpretation

    Why:

    CURRENT
    📚 Sync skills across all AI CLI tools with one command and simplify team sharing. Supporting Codex, Claude Code, OpenClaw & more
    COPY-PASTE FIX
    📚 Centralize and sync AI agent skills, commands, and configurations across all your AI CLI tools (Codex, Claude Code, OpenClaw & more) with one command. Simplify team sharing and ensure consistency. *This is not a learning platform.*
  • mediumtopics#3
    Add more specific topics to reinforce AI CLI skill management and agent orchestration

    Why:

    CURRENT
    agenthub, ai, claude-code, cli, codex, codex-skills, copilot, cross-machine-sync, cursor, gemini, go, gui, openclaw, skills, skills-audit, skills-management, skills-manager, skills-ui, skillshare, team-management
    COPY-PASTE FIX
    agenthub, ai, claude-code, cli, codex, codex-skills, copilot, cross-machine-sync, cursor, gemini, go, gui, openclaw, skills, skills-audit, skills-management, skills-manager, skills-ui, skillshare, team-management, ai-agent-management, ai-workflow, cli-automation, ai-cli-sync

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 runkids/skillshare
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Assistants API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Assistants API · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. FastAPI · recommended 1×
  5. Express.js · recommended 1×
  • CATEGORY QUERY
    How to centralize and share AI assistant skills across various command-line interfaces?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Assistants API
    2. LangChain
    3. LlamaIndex
    4. FastAPI
    5. Express.js
    6. Spring Boot
    7. curl
    8. httpie
    9. ollama
    10. gpt4all-cli
    11. lm-cli
    12. just
    13. make

    AI recommended 13 alternatives but never named runkids/skillshare. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for syncing AI agent configurations and custom commands across different AI developer tools?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. DVC (iterative/dvc)
    3. Git
    4. Ansible (ansible/ansible)
    5. Chef (chef/chef)
    6. Puppet (puppetlabs/puppet)

    AI recommended 6 alternatives but never named runkids/skillshare. 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 runkids/skillshare?
    pass
    AI named runkids/skillshare explicitly

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

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

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

Embed your GEO score

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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runkids/skillshare — RepoGEO report