RRepoGEO

REPOGEO REPORT · LITE

jezweb/roo-commander

Default branch main · commit 99573dc0 · scanned 6/11/2026, 1:07:23 PM

GitHub: 724 stars · 77 forks

AI VISIBILITY SCORE
35 /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
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 jezweb/roo-commander, 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
    Clarify project identity in README introduction

    Why:

    CURRENT
    **Roo Commander** is a three-component system that brings Claude Code's 60+ production-tested skills to Roo Code VS Code extension through a CLI tool, custom instructions, and an orchestrator mode.
    COPY-PASTE FIX
    **Roo Commander** is a three-component system that brings Claude Code's 60+ production-tested skills to Roo Code VS Code extension through a CLI tool, custom instructions, and an orchestrator mode. **Please note: This project is an AI agent orchestration tool for VS Code and is entirely unrelated to the legacy Spring Roo framework.**
  • highlicense#2
    Add a LICENSE file

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file to the repository root with your chosen open-source license (e.g., MIT, Apache-2.0).
  • mediumabout#3
    Update the About description for clarity

    Why:

    CURRENT
    Think of it like having a virtual, specialized software development team right inside your editor, orchestrated by the 👑 Roo Commander, powered by Roo Code on VS Code
    COPY-PASTE FIX
    An AI agent orchestration tool for VS Code, powered by Roo Code, providing a virtual software development team directly in your editor. (Note: Unrelated to Spring Roo framework).

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 jezweb/roo-commander
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. Cursor · recommended 1×
  3. Codeium · recommended 1×
  4. Tabnine AI Code Completion · recommended 1×
  5. Amazon CodeWhisperer · recommended 1×
  • CATEGORY QUERY
    How to integrate an intelligent AI development agent directly into my VS Code editor?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Codeium
    4. Tabnine AI Code Completion
    5. Amazon CodeWhisperer
    6. Continue

    AI recommended 6 alternatives but never named jezweb/roo-commander. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help AI coding assistants leverage predefined skills for efficient project execution?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Function Calling
    4. Semantic Kernel
    5. Haystack
    6. AutoGPT/BabyAGI

    AI recommended 6 alternatives but never named jezweb/roo-commander. 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 jezweb/roo-commander?
    pass
    AI named jezweb/roo-commander explicitly

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

  • If a team adopts jezweb/roo-commander in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jezweb/roo-commander 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 jezweb/roo-commander solve, and who is the primary audience?
    pass
    AI named jezweb/roo-commander explicitly

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

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jezweb/roo-commander — 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