RRepoGEO

REPOGEO REPORT · LITE

perkfly/ex-skill

Default branch main · commit c5ece53a · scanned 5/27/2026, 9:52:56 AM

GitHub: 1,691 stars · 200 forks

AI VISIBILITY SCORE
28 /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
2 / 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 perkfly/ex-skill, 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
  • highabout#1
    Update the repository description to clearly state its purpose

    Why:

    CURRENT
    前任 skill
    COPY-PASTE FIX
    一个将你的聊天记录、照片和社交媒体数据转化为像她一样说话的个性化AI Skill的工具，用于Claude Code和OpenClaw。
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-assistant, personalized-ai, conversational-ai, chat-logs, social-media, data-to-ai, claude-code, openclaw, memory-ai, digital-persona
  • mediumhomepage#3
    Add a relevant homepage URL

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://agentskills.io

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 perkfly/ex-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
NLTK
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. NLTK · recommended 2×
  2. OpenAI API · recommended 2×
  3. WhatsApp Chat Analyzer · recommended 1×
  4. ChatExporter · recommended 1×
  5. Telegram · recommended 1×
  • CATEGORY QUERY
    How to build a personalized AI assistant using my old chat logs and social media?
    you: not recommended
    AI recommended (in order):
    1. WhatsApp Chat Analyzer
    2. ChatExporter
    3. Telegram
    4. Discord
    5. iMazing
    6. Decipher TextMessage
    7. Twitter
    8. Facebook
    9. Instagram
    10. Reddit
    11. Pandas
    12. NLTK
    13. GPT-3.5
    14. GPT-4
    15. OpenAI API
    16. Llama 2
    17. Mistral
    18. Hugging Face Transformers
    19. PEFT
    20. PyTorch
    21. TensorFlow
    22. GPT-2
    23. LangChain
    24. Streamlit
    25. Gradio
    26. Telegram Bot API
    27. Discord.py

    AI recommended 27 alternatives but never named perkfly/ex-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create an AI that accurately mimics a specific individual's conversational style?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers Library
    3. Google Cloud Vertex AI
    4. Weights & Biases
    5. Google Cloud Speech-to-Text
    6. Azure Cognitive Services Speech
    7. OpenAI Whisper
    8. NLTK
    9. SpaCy

    AI recommended 9 alternatives but never named perkfly/ex-skill. 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 perkfly/ex-skill?
    pass
    AI named perkfly/ex-skill explicitly

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

  • If a team adopts perkfly/ex-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named perkfly/ex-skill 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 perkfly/ex-skill solve, and who is the primary audience?
    pass
    AI did not name perkfly/ex-skill — likely talking about a different project

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

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