RRepoGEO

REPOGEO REPORT · LITE

iflytek/skillhub

Default branch main · commit 8413ee39 · scanned 6/24/2026, 10:38:03 PM

GitHub: 3,579 stars · 531 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)

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

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 iflytek/skillhub, 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 clarify its niche

    Why:

    CURRENT
    <div align="center">
  
  <h1>SkillHub</h1>
  <p>An enterprise-grade, open-source agent skill registry — publish, discover, and manage reusable skill packages across your organization. </p>
</div>

...

SkillHub is a self-hosted platform that gives teams a private,
governed place to share agent skills. Publish a skill package, push
it to a namespace, and let others find it through search or
install it via CLI. Built for on-premise deployment behind your
firewall, with the same polish you'd expect from a public registry.
    COPY-PASTE FIX
    <div align="center">
  <h1>SkillHub</h1>
  <p>The Enterprise-Grade, Self-Hosted Registry for AI Agent Skills — publish, discover, and govern reusable packages across your organization.</p>
</div>

...

SkillHub is a specialized, self-hosted platform designed exclusively for managing and governing AI agent skills within your enterprise. Unlike broader ML platforms or model hubs (like those the AI often recommends), SkillHub provides a private, secure registry to publish, version, and discover reusable skill packages, ensuring full data sovereignty and on-premise deployment behind your firewall.
  • mediumtopics#2
    Add more specific topics to reinforce the 'skill registry' and 'on-premise' niche

    Why:

    CURRENT
    agent-framework, ai-agent, ai-governance, ai-infrastructure, ai-orchestration, audit-log, enterprise-ai, iflytek-astron, openclaw, openclaw-skills, rbac, skill, skill-hub, skill-management, skill-manager, skill-registry, skills, version-control
    COPY-PASTE FIX
    agent-framework, ai-agent, ai-governance, ai-infrastructure, ai-orchestration, audit-log, enterprise-ai, iflytek-astron, openclaw, openclaw-skills, rbac, skill, skill-hub, skill-management, skill-manager, skill-registry, skills, version-control, ai-skill-catalog, agent-skill-registry, on-premise-ai, enterprise-skill-management, skill-governance
  • lowfaq#3
    Add an FAQ entry clarifying SkillHub's scope relative to broader platforms

    Why:

    COPY-PASTE FIX
    Add a new section to your README, perhaps under 'FAQ' or 'Comparison', with an entry like: **Q: How does SkillHub compare to general-purpose ML platforms or model hubs?** A: SkillHub is a specialized, self-hosted registry focused exclusively on publishing, versioning, and governing AI agent skills within an enterprise. It's designed to complement, not replace, broader ML lifecycle management platforms or public model hubs, providing a secure, private environment for your proprietary agent skills.

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 iflytek/skillhub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
IBM Cloud Pak for Data
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. IBM Cloud Pak for Data · recommended 1×
  2. Microsoft Azure Arc with Azure Machine Learning · recommended 1×
  3. Red Hat OpenShift AI · recommended 1×
  4. Domino Data Lab · recommended 1×
  5. DataRobot · recommended 1×
  • CATEGORY QUERY
    How can I securely manage and govern AI agent skills within an on-premise enterprise environment?
    you: not recommended
    AI recommended (in order):
    1. IBM Cloud Pak for Data
    2. Microsoft Azure Arc with Azure Machine Learning
    3. Red Hat OpenShift AI
    4. Domino Data Lab
    5. DataRobot
    6. MLflow
    7. Seldon Core

    AI recommended 7 alternatives but never named iflytek/skillhub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools help publish, version, and discover reusable AI agent capabilities across teams?
    you: not recommended
    AI recommended (in order):
    1. MLflow (mlflow/mlflow)
    2. DVC (iterative/dvc)
    3. Hugging Face Hub
    4. Neptune.ai (neptune-ai/neptune-client)
    5. Pachyderm (pachyderm/pachyderm)
    6. Git LFS (git-lfs/git-lfs)

    AI recommended 6 alternatives but never named iflytek/skillhub. 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 iflytek/skillhub?
    pass
    AI named iflytek/skillhub explicitly

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

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

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

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iflytek/skillhub — 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