RRepoGEO

REPOGEO REPORT · LITE

milisp/codexia

Default branch master · commit 7e1758e1 · scanned 6/5/2026, 10:12:52 AM

GitHub: 714 stars · 73 forks

AI VISIBILITY SCORE
40 /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
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 milisp/codexia, 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 README H1 to clarify identity and counter misconceptions

    Why:

    CURRENT
    Codexia is a **Tauri v2 app** for Codex CLI + Claude Code — combining agent workflows, an IDE-like editor, a headless web server, and a prompt notepad in one workspace.
    COPY-PASTE FIX
    Codexia is an **AI Agent Workstation** built as a **Tauri v2 desktop application** for Codex CLI + Claude Code. **It is NOT a code search engine or a secure code execution service.** Designed for developers, Codexia provides a comprehensive environment to manage AI code generation agents, schedule recurring tasks, and integrate AI workflows directly into your development process. It combines advanced agent workflows, an IDE-like editor, a headless web server for remote control, and a prompt notepad into a single, powerful workspace.
  • mediumtopics#2
    Add specific topics for desktop AI agent management

    Why:

    CURRENT
    agentic-ai, ai, ai-agents, awesome, chatgpt, claude-code, codex, codex-cli, codex-desktop, codex-gui, codex-ide, codex-ui, gpt-5-codex, gpt-oss, mcp, mcp-client, ollama, openai, openai-codex, openai-codex-cli
    COPY-PASTE FIX
    agentic-ai, ai, ai-agents, awesome, chatgpt, claude-code, codex, codex-cli, codex-desktop, codex-gui, codex-ide, codex-ui, gpt-5-codex, gpt-oss, mcp, mcp-client, ollama, openai, openai-codex, openai-codex-cli, ai-ide, agent-orchestration, task-automation, developer-tools, desktop-app, workflow-management
  • lowabout#3
    Refine 'About' description for clarity

    Why:

    CURRENT
    Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control, skills management
    COPY-PASTE FIX
    Desktop AI Agent Workstation for Codex CLI + Claude Code, featuring a task scheduler, git worktree management, remote control, and skills management for developers.

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 milisp/codexia
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
JupyterLab
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. JupyterLab · recommended 2×
  2. PyCharm · recommended 2×
  3. Cursor · recommended 1×
  4. VS Code · recommended 1×
  5. GitHub Copilot · recommended 1×
  • CATEGORY QUERY
    Looking for a desktop application to manage AI code generation agents and development tasks.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. VS Code
    3. GitHub Copilot
    4. Codeium
    5. Tabnine
    6. ChatGPT
    7. JupyterLab
    8. Jupyter Notebook
    9. nbdev
    10. Jupyter AI
    11. PyCharm
    12. AI Assistant
    13. Ray.io Dashboard

    AI recommended 13 alternatives but never named milisp/codexia. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I schedule recurring AI coding tasks and manage projects with an integrated desktop environment?
    you: not recommended
    AI recommended (in order):
    1. JupyterLab
    2. Papermill (nteract/papermill)
    3. Apache Airflow (apache/airflow)
    4. Prefect (PrefectHQ/prefect)
    5. VS Code (microsoft/vscode)
    6. GitHub Actions
    7. GitLab CI/CD
    8. Databricks
    9. Databricks Workflows
    10. Vertex AI Workbench
    11. Cloud Composer
    12. AWS SageMaker Studio
    13. AWS Step Functions
    14. Cron
    15. Task Scheduler
    16. PyCharm

    AI recommended 16 alternatives but never named milisp/codexia. 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 milisp/codexia?
    pass
    AI named milisp/codexia explicitly

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

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

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

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