RRepoGEO

REPOGEO REPORT · LITE

HybridTalentComputing/cline-chinese

Default branch main · commit 52a87e66 · scanned 6/6/2026, 4:36:09 AM

GitHub: 628 stars · 116 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 HybridTalentComputing/cline-chinese, 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
    Reposition the project introduction in README

    Why:

    CURRENT
    ## 简介

这个项目是基于 Cline 的汉化版本。旨在优化由于英文 prompt 导致 Cline 在中文输入下+国产大模型（如：deepseek）表现不佳的问题, 并提供更符合中文用户习惯的UI界面和功能。
    COPY-PASTE FIX
    这个项目是基于 Cline 的汉化版本。旨在优化由于英文 prompt 导致 Cline 在中文输入下+国产大模型（如：deepseek）表现不佳的问题, 并提供更符合中文用户习惯的UI界面和功能。
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-assistant, programming-assistant, ide-extension, vscode-extension, coding-agent, chinese-localization, large-language-models
  • mediumhomepage#3
    Set the VS Code Marketplace link as the repository homepage

    Why:

    COPY-PASTE FIX
    https://marketplace.visualstudio.com/items?itemName=HybridTalentComputing.cline-chinese

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 HybridTalentComputing/cline-chinese
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Tabnine · recommended 1×
  3. CodeWhisperer · recommended 1×
  4. Cursor · recommended 1×
  5. davidhalter/jedi · recommended 1×
  • CATEGORY QUERY
    What are the best AI programming assistants that integrate directly into my development environment?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeWhisperer
    4. Cursor
    5. Jedi (davidhalter/jedi)
    6. Kite

    AI recommended 6 alternatives but never named HybridTalentComputing/cline-chinese. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an autonomous coding agent capable of creating, editing files, and running commands.
    you: not recommended
    AI recommended (in order):
    1. GPT-Engineer (gpt-engineer-org/gpt-engineer)
    2. Auto-GPT (Significant-Gravitas/AutoGPT)
    3. Devin
    4. smol-developer (smol-ai/smol-developer)
    5. Aider (paul-gauthier/aider)
    6. OpenDevin (OpenDevin/OpenDevin)

    AI recommended 6 alternatives but never named HybridTalentComputing/cline-chinese. 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 HybridTalentComputing/cline-chinese?
    pass
    AI did not name HybridTalentComputing/cline-chinese — 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 HybridTalentComputing/cline-chinese in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HybridTalentComputing/cline-chinese 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 HybridTalentComputing/cline-chinese solve, and who is the primary audience?
    pass
    AI did not name HybridTalentComputing/cline-chinese — 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?

Embed your GEO score

Drop this badge into the README of HybridTalentComputing/cline-chinese. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HybridTalentComputing/cline-chinese — 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