RRepoGEO

REPOGEO REPORT · LITE

openclaw/agent-skills

Default branch main · commit 720c704b · scanned 6/12/2026, 7:17:52 AM

GitHub: 783 stars · 41 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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/agent-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 and opening sentence to clarify unique value

    Why:

    CURRENT
    # OpenClaw Agent Skills
    
    Shared skills for coding agents that work on OpenClaw projects.
    COPY-PASTE FIX
    # OpenClaw Agent Skills: Reusable, Framework-Agnostic Workflows for AI Agents
    
    This repository provides a public, canonical source for standardized, framework-agnostic skills and common workflows (like code review and task delegation) designed for AI agents, enabling easy sharing and reuse across projects without manual copying.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://openclaw.github.io/agent-skills (or a dedicated project site URL if one exists)

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/agent-skills
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain Templates
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain Templates · recommended 1×
  2. LlamaIndex LlamaPacks · recommended 1×
  3. MLflow · recommended 1×
  4. GitHub Copilot Enterprise · recommended 1×
  5. GitLab Duo Code Suggestions & Code Review · recommended 1×
  • CATEGORY QUERY
    How can I share common coding agent workflows across multiple projects easily?
    you: not recommended
    AI recommended (in order):
    1. LangChain Templates
    2. LlamaIndex LlamaPacks
    3. MLflow

    AI recommended 3 alternatives but never named openclaw/agent-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for pre-built agent skills to automate code review and task delegation.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Enterprise
    2. GitLab Duo Code Suggestions & Code Review
    3. CodeGuru Reviewer
    4. DeepSource
    5. SonarQube
    6. Linear
    7. Jira Software

    AI recommended 7 alternatives but never named openclaw/agent-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
    warn

    Suggestion:

  • 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/agent-skills?
    pass
    AI named openclaw/agent-skills 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/agent-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openclaw/agent-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 openclaw/agent-skills solve, and who is the primary audience?
    pass
    AI named openclaw/agent-skills explicitly

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

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openclaw/agent-skills — 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