RRepoGEO

REPOGEO REPORT · LITE

WisdomShell/codeshell-vscode

Default branch main · commit 00c045b1 · scanned 6/1/2026, 6:11:50 PM

GitHub: 580 stars · 75 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 WisdomShell/codeshell-vscode, 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 relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    vscode-extension, ai-assistant, code-completion, llm, local-llm, codeshell, code-generation, developer-tools, python, java, c-plus-plus, javascript, go
  • highreadme#2
    Reposition README's opening to highlight local LLM and VS Code integration

    Why:

    CURRENT
    # CodeShell VSCode Extension

[](README_EN.md)

`codeshell-vscode`项目是基于CodeShell大模型开发的支持Visual Studio Code的智能编码助手插件，支持python、java、c++/c、javascript、go等多种编程语言，为开发者提供代码补全、代码解释、代码优化、注释生成、对话问答等功能，旨在通过智能化的方式帮助开发者提高编程效率.
    COPY-PASTE FIX
    # CodeShell VSCode Extension

[](README_EN.md)

`codeshell-vscode` is an intelligent coding assistant plugin for Visual Studio Code, powered by the CodeShell large language model. It offers code completion, explanation, optimization, comment generation, and chat Q&A across Python, Java, C/C++, JavaScript, and Go. Crucially, it supports **local execution of the CodeShell LLM**, enabling developers to enhance productivity with self-hosted AI assistance.
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/WisdomShell/CodeShell

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 WisdomShell/codeshell-vscode
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tabnine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tabnine · recommended 2×
  2. GitHub Copilot · recommended 1×
  3. Codeium · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. IntelliCode (Microsoft) · recommended 1×
  • CATEGORY QUERY
    Looking for a VS Code AI tool to help with code completion and optimization.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Codeium
    4. Amazon CodeWhisperer
    5. IntelliCode (Microsoft)
    6. Blackbox AI

    AI recommended 6 alternatives but never named WisdomShell/codeshell-vscode. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which AI coding assistants can run locally for multi-language support in VS Code?
    you: not recommended
    AI recommended (in order):
    1. Code Llama (facebookresearch/codellama)
    2. Ollama (ollama/ollama)
    3. LM Studio
    4. Continue (continuedev/continue)
    5. Tabnine
    6. LocalAI (mudler/LocalAI)
    7. FauxPilot (Venthe/FauxPilot)
    8. CodeGPT (CodeGPTApp/CodeGPT)

    AI recommended 8 alternatives but never named WisdomShell/codeshell-vscode. 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 WisdomShell/codeshell-vscode?
    pass
    AI did not name WisdomShell/codeshell-vscode — 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 WisdomShell/codeshell-vscode in production, what risks or prerequisites should they evaluate first?
    pass
    AI named WisdomShell/codeshell-vscode 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 WisdomShell/codeshell-vscode solve, and who is the primary audience?
    pass
    AI named WisdomShell/codeshell-vscode explicitly

    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 WisdomShell/codeshell-vscode. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/WisdomShell/codeshell-vscode.svg)](https://repogeo.com/en/r/WisdomShell/codeshell-vscode)
HTML
<a href="https://repogeo.com/en/r/WisdomShell/codeshell-vscode"><img src="https://repogeo.com/badge/WisdomShell/codeshell-vscode.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

WisdomShell/codeshell-vscode — 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