RRepoGEO

REPOGEO REPORT · LITE

chriswritescode-dev/opencode-manager

Default branch main · commit 0d384d6c · scanned 6/9/2026, 2:36:41 PM

GitHub: 575 stars · 71 forks

AI VISIBILITY SCORE
33 /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
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 chriswritescode-dev/opencode-manager, 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 README's opening statement to clarify its unique purpose

    Why:

    CURRENT
    Mobile-first web interface for OpenCode AI agents. Manage, control, and code from any device.
    COPY-PASTE FIX
    **OpenCode Manager is a mobile-first web interface and control panel for OpenCode AI agents, enabling you to manage, control, and code with multiple AI agents from any device.**
  • mediumtopics#2
    Expand the repository topics with more specific keywords

    Why:

    CURRENT
    agent, javascript, mobile, web
    COPY-PASTE FIX
    agent, javascript, mobile, web, ai-agents, agent-management, web-interface, pwa, developer-tools, git-integration, ai-assistant, dashboard
  • mediumreadme#3
    Add a dedicated section or statement clarifying the core differentiator

    Why:

    COPY-PASTE FIX
    ## Why OpenCode Manager?

Unlike generic AI frameworks or development environments, OpenCode Manager provides a dedicated, responsive web interface specifically designed for real-time interaction, management, and coding with multiple AI agents, complete with integrated Git and file 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 chriswritescode-dev/opencode-manager
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. streamlit/streamlit · recommended 1×
  3. gradio-app/gradio · recommended 1×
  4. Microsoft Azure AI Studio · recommended 1×
  5. Azure Machine Learning · recommended 1×
  • CATEGORY QUERY
    How can I manage multiple AI agents from a responsive web interface on my phone?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. Streamlit (streamlit/streamlit)
    3. Gradio (gradio-app/gradio)
    4. Microsoft Azure AI Studio
    5. Azure Machine Learning
    6. Google Cloud Vertex AI Agent Builder
    7. Dialogflow CX
    8. Hugging Face Spaces
    9. AutoGen (microsoft/autogen)
    10. CrewAI (joaomdmoura/crewai)
    11. FastAPI (tiangolo/fastapi)
    12. Express.js (expressjs/express)
    13. React (facebook/react)
    14. Vue.js (vuejs/core)
    15. Angular (angular/angular)
    16. Material-UI (mui/material-ui)
    17. Vuetify (vuetifyjs/vuetify)
    18. Angular Material (angular/components)

    AI recommended 18 alternatives but never named chriswritescode-dev/opencode-manager. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a web-based environment to interact with AI assistants and manage code repositories.
    you: not recommended
    AI recommended (in order):
    1. GitHub Codespaces
    2. GitLab Web IDE
    3. Google Cloud Workstations
    4. Replit
    5. JetBrains Space Dev Environments
    6. AWS Cloud9

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

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

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chriswritescode-dev/opencode-manager — 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