RRepoGEO

REPOGEO REPORT · LITE

LeastBit/Claude_skills_zh-CN

Default branch main · commit 1ab29163 · scanned 6/19/2026, 10:03:24 AM

GitHub: 503 stars · 86 forks

AI VISIBILITY SCORE
22 /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
1 / 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 LeastBit/Claude_skills_zh-CN, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a `LICENSE` file to the repository root. Since this is a translated version of Anthropic's `skills` repository, clarify the licensing terms. If the original Anthropic project has a specific license, ensure this repository's license is compatible or explicitly state the inherited/derived licensing terms in the `LICENSE` file and README.
  • highreadme#2
    Reposition the README H1 and opening paragraph for AI clarity

    Why:

    CURRENT
    # 中文版本说明

亲爱的开发者们，这是一个经过整理和中文化的 Anthropic Skills 仓库。无论你是想快速了解 Claude 技能体系的最佳实践，还是需要直接上手 Word/PDF/PPTX/XLSX 处理脚本，这份中文版都能帮你省去大量摸索时间。
    COPY-PASTE FIX
    # Anthropic Claude AI 技能中文版：企业级 Copilot 示例与办公自动化脚本

亲爱的开发者们，这是一个经过整理和中文化的 Anthropic Skills 仓库，专注于为中文开发者提供 Claude AI 技能体系的最佳实践、企业级 Copilot 示例以及 Word/PDF/PPTX/XLSX 等办公文档处理脚本。
  • mediumtopics#3
    Expand repository topics with specific keywords

    Why:

    CURRENT
    claude, skills, study, translate
    COPY-PASTE FIX
    claude-ai, anthropic-skills, llm-skills, ai-assistant, office-automation, document-processing, copilot-examples, chinese-translation, prompt-engineering, ai-development

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 LeastBit/Claude_skills_zh-CN
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Power Automate with AI Builder
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Power Automate with AI Builder · recommended 1×
  2. UiPath Document Understanding · recommended 1×
  3. Google Cloud Document AI · recommended 1×
  4. Amazon Textract · recommended 1×
  5. Abbyy Vantage · recommended 1×
  • CATEGORY QUERY
    How to automate office document processing using AI assistant capabilities?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Power Automate with AI Builder
    2. UiPath Document Understanding
    3. Google Cloud Document AI
    4. Amazon Textract
    5. Abbyy Vantage
    6. Nanonets

    AI recommended 6 alternatives but never named LeastBit/Claude_skills_zh-CN. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for practical examples to develop AI skills for building custom assistants.
    you: not recommended
    AI recommended (in order):
    1. RASA Open Source
    2. Mycroft AI
    3. Python
    4. LangChain
    5. OpenAI GPT-3.5 Turbo/GPT-4
    6. Google Dialogflow ES/CX
    7. NLTK
    8. spaCy
    9. Flask
    10. scikit-learn
    11. Pandas

    AI recommended 11 alternatives but never named LeastBit/Claude_skills_zh-CN. 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 LeastBit/Claude_skills_zh-CN?
    pass
    AI did not name LeastBit/Claude_skills_zh-CN — 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?

  • If a team adopts LeastBit/Claude_skills_zh-CN in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LeastBit/Claude_skills_zh-CN 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 LeastBit/Claude_skills_zh-CN solve, and who is the primary audience?
    pass
    AI did not name LeastBit/Claude_skills_zh-CN — 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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LeastBit/Claude_skills_zh-CN — 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