RRepoGEO

REPOGEO REPORT · LITE

Dimillian/CodexMonitor

Default branch main · commit dd61b9ab · scanned 5/25/2026, 5:22:34 PM

GitHub: 3,950 stars · 390 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 Dimillian/CodexMonitor, 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
    Clarify the repository's 'About' description

    Why:

    CURRENT
    An app to monitor the (Codex) situation
    COPY-PASTE FIX
    A Tauri app for orchestrating and managing multiple local AI agents across project-based workspaces.
  • highreadme#2
    Strengthen the README's H1 and opening paragraph to emphasize agent orchestration

    Why:

    CURRENT
    # CodexMonitor

CodexMonitor is a Tauri app for orchestrating multiple Codex agents across local workspaces. It provides a sidebar to manage projects, a home screen for quick actions, and a conversation view backed by the Codex app-server protocol.
    COPY-PASTE FIX
    # CodexMonitor: Multi-Agent Orchestration for Local AI Workspaces

CodexMonitor is a powerful Tauri app designed for orchestrating and managing multiple local AI agents across project-based workspaces. It provides a comprehensive sidebar to manage projects, a home screen for quick actions, and a conversation view backed by the Codex app-server protocol, enabling seamless interaction and control over your AI agents.
  • mediumtopics#3
    Add specific topics related to AI agent orchestration and management

    Why:

    CURRENT
    ai, codex, linux, macos, tauri-app
    COPY-PASTE FIX
    ai, codex, linux, macos, tauri-app, agent-orchestration, multi-agent-system, local-ai, workspace-management

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 Dimillian/CodexMonitor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. Haystack · recommended 1×
  3. AutoGen · recommended 1×
  4. CrewAI · recommended 1×
  5. TaskWeaver · recommended 1×
  • CATEGORY QUERY
    Tool to manage and orchestrate multiple local AI agents with project-based workspaces?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Haystack
    3. AutoGen
    4. CrewAI
    5. TaskWeaver
    6. Open Interpreter
    7. BabyAGI
    8. Auto-GPT

    AI recommended 8 alternatives but never named Dimillian/CodexMonitor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Desktop application for monitoring and interacting with local large language model instances.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. GPT4All
    6. KoboldAI Client

    AI recommended 6 alternatives but never named Dimillian/CodexMonitor. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 Dimillian/CodexMonitor?
    pass
    AI did not name Dimillian/CodexMonitor — 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 Dimillian/CodexMonitor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Dimillian/CodexMonitor 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 Dimillian/CodexMonitor solve, and who is the primary audience?
    pass
    AI did not name Dimillian/CodexMonitor — 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

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Dimillian/CodexMonitor — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite