RRepoGEO

REPOGEO REPORT · LITE

iflytek/skillhub

Default branch main · commit 098616dc · scanned 5/14/2026, 10:17:19 AM

GitHub: 3,329 stars · 400 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 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
  • hightopics#1
    Add more descriptive and category-defining topics

    Why:

    CURRENT
    iflytek-astron, openclaw, openclaw-skills, skill, skill-hub, skill-manager, skills
    COPY-PASTE FIX
    iflytek-astron, openclaw, openclaw-skills, skill, skill-hub, skill-manager, skills, ai-agent-skills, skill-registry, on-premise, enterprise-ai, agent-frameworks, llm-ops, ai-skill-management
  • highreadme#2
    Reinforce 'self-hosted' and 'on-premise' in the README's H1 description

    Why:

    CURRENT
    An enterprise-grade, open-source agent skill registry — publish, discover, and manage reusable skill packages across your organization.
    COPY-PASTE FIX
    An enterprise-grade, self-hosted agent skill registry for on-premise deployment — publish, discover, and manage reusable skill packages across your organization.
  • mediumreadme#3
    Add a 'Quick Start' section with basic usage examples

    Why:

    COPY-PASTE FIX
    Add a new section after the initial description, e.g.:
```
## Quick Start

Get SkillHub running locally with Docker:
```bash
make dev-all
```
Publish your first agent skill package:
```bash
skillhub login
skillhub publish ./my-agent-skill-package --version 1.0.0
```
Install a skill package via CLI:
```bash
skillhub install my-org/my-agent-skill:1.0.0
```
```

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
MLflow
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. MLflow · recommended 2×
  2. Hugging Face Hub · recommended 1×
  3. Weights & Biases (W&B) Artifacts · recommended 1×
  4. DVC · recommended 1×
  5. LangChain Hub · recommended 1×
  • CATEGORY QUERY
    How can I manage and share AI agent skills internally within my organization?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. MLflow
    3. Weights & Biases (W&B) Artifacts
    4. DVC
    5. LangChain Hub

    AI recommended 5 alternatives but never named iflytek/skillhub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an on-premise solution to publish and govern reusable AI skill packages securely.
    you: not recommended
    AI recommended (in order):
    1. Domino Data Lab
    2. MLflow
    3. Kubeflow
    4. DataRobot
    5. H2O.ai
    6. Pachyderm

    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?

Embed your GEO score

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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