RRepoGEO

REPOGEO REPORT · LITE

YeQing17-2026/OmniAgent

Default branch main · commit 4d22e25b · scanned 6/25/2026, 11:28:11 AM

GitHub: 2,074 stars · 315 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 YeQing17-2026/OmniAgent, 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 specific AI agent and security-focused topics

    Why:

    CURRENT
    agent, hermes, open-claw
    COPY-PASTE FIX
    ai-agent, llm-agent, autonomous-agent, self-evolving-ai, security-agent, agent-framework, agent
  • highabout#2
    Clarify the 'About' description to explicitly state 'framework'

    Why:

    CURRENT
    An agent capable of self-evolving and dynamically hardening security
    COPY-PASTE FIX
    An open-source AI agent framework for self-evolving capabilities and dynamic security hardening.
  • mediumreadme#3
    Add a clear license statement to the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [Specific License Name(s) or description, e.g., a custom license combining X and Y]. See the [LICENSE](LICENSE) file for details.

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 YeQing17-2026/OmniAgent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Gym
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Gym · recommended 1×
  2. Stable Baselines3 · recommended 1×
  3. TensorFlow · recommended 1×
  4. PyTorch · recommended 1×
  5. Scikit-learn · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent that learns and adapts its security protocols?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Gym
    2. Stable Baselines3
    3. TensorFlow
    4. PyTorch
    5. Scikit-learn
    6. Apache Kafka
    7. RabbitMQ
    8. ELK Stack
    9. Elasticsearch
    10. Logstash
    11. Kibana
    12. Splunk
    13. Snort
    14. Suricata
    15. Ansible
    16. Puppet
    17. Chef

    AI recommended 17 alternatives but never named YeQing17-2026/OmniAgent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks enable AI agents to automatically evolve skills and personalize context?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGen
    4. Haystack
    5. OpenAI Assistants API
    6. BabyAGI / Auto-GPT

    AI recommended 6 alternatives but never named YeQing17-2026/OmniAgent. 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 YeQing17-2026/OmniAgent?
    pass
    AI named YeQing17-2026/OmniAgent explicitly

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

  • If a team adopts YeQing17-2026/OmniAgent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named YeQing17-2026/OmniAgent 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 YeQing17-2026/OmniAgent solve, and who is the primary audience?
    pass
    AI named YeQing17-2026/OmniAgent 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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YeQing17-2026/OmniAgent — 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