RRepoGEO

REPOGEO REPORT · LITE

openclaw/clawhub

Default branch main · commit ba587040 · scanned 5/18/2026, 4:56:50 PM

GitHub: 8,665 stars · 1,348 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
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 openclaw/clawhub, 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
    Clarify the project's core identity immediately after the H1

    Why:

    CURRENT
    ClawHub is the **public skill registry for OpenClaw**: publish, version, and search text-based agent skills (a `SKILL.md` plus supporting files). It's designed for fast browsing + a CLI-friendly API, with moderation hooks and vector search. It also now exposes a native **OpenClaw package catalog** for code plugins and bundle plugins.
    COPY-PASTE FIX
    ClawHub is the **public skill registry for OpenClaw**: a centralized platform to publish, version, and search text-based AI agent skills (a `SKILL.md` plus supporting files). It's designed for fast browsing + a CLI-friendly API, with moderation hooks and vector search. It also now exposes a native **OpenClaw package catalog** for code plugins and bundle plugins.
  • mediumtopics#2
    Expand repository topics with AI agent and registry keywords

    Why:

    CURRENT
    directory, skill
    COPY-PASTE FIX
    ai-agents, skill-registry, agent-skills, openclaw, ai-platform, package-manager, vector-search, plugin-catalog
  • lowreadme#3
    Add a 'Why ClawHub?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled `## Why ClawHub?` that explains how ClawHub differentiates itself from other AI model/skill registries like Hugging Face Hub or LangChain Hub, focusing on its integration with OpenClaw and its specific features for agent skills and packages.

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 openclaw/clawhub
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Hub · recommended 2×
  2. GitHub · recommended 2×
  3. LangChain Hub · recommended 1×
  4. OpenAI GPTs (Custom GPTs Store) · recommended 1×
  5. AgentVerse · recommended 1×
  • CATEGORY QUERY
    Where can I find a public registry to share and discover AI agent skills?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. LangChain Hub
    3. OpenAI GPTs (Custom GPTs Store)
    4. GitHub
    5. AgentVerse
    6. Awesome-X Lists

    AI recommended 6 alternatives but never named openclaw/clawhub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What platforms exist for publishing, versioning, and searching reusable components for AI agents?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. MLflow Model Registry (mlflow/mlflow)
    3. DVC (iterative/dvc)
    4. GitHub
    5. GitLab
    6. Bitbucket
    7. Git LFS (git-lfs/git-lfs)
    8. Weights & Biases Artifacts
    9. Artifactory
    10. Nexus Repository Manager

    AI recommended 10 alternatives but never named openclaw/clawhub. 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 openclaw/clawhub?
    pass
    AI named openclaw/clawhub explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite