RRepoGEO

REPOGEO REPORT · LITE

Octane0411/open-vibe-island

Default branch main · commit 1e26dfc8 · scanned 6/28/2026, 4:41:31 AM

GitHub: 1,514 stars · 245 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 Octane0411/open-vibe-island, 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
    Add explicit disclaimer about BCI software in README

    Why:

    COPY-PASTE FIX
    **Note:** This project is for AI coding agents and is not related to OpenVibe (Brain-Computer Interface software).
  • mediumhomepage#2
    Set the repository homepage URL

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://github.com/Octane0411/open-vibe-island
  • mediumtopics#3
    Expand topics with specific AI agent management terms

    Why:

    CURRENT
    agent, claudecode, code-island, codeisland, codex, gemini-cli, island, open-island, opencode, openisland, vibe, vibe-coding, vibe-island, vibeisland
    COPY-PASTE FIX
    agent, claudecode, code-island, codeisland, codex, gemini-cli, island, open-island, opencode, openisland, vibe, vibe-coding, vibe-island, vibeisland, ai-agent-management, ai-agent-monitoring, macos-utility, developer-tool

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 Octane0411/open-vibe-island
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Activity Monitor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Activity Monitor · recommended 1×
  2. htop · recommended 1×
  3. Visual Studio Code · recommended 1×
  4. JupyterLab · recommended 1×
  5. Jupyter Notebook · recommended 1×
  • CATEGORY QUERY
    How can I monitor and manage my AI coding agents efficiently on macOS?
    you: not recommended
    AI recommended (in order):
    1. Activity Monitor
    2. htop
    3. Visual Studio Code
    4. JupyterLab
    5. Jupyter Notebook
    6. Prometheus
    7. Grafana
    8. Node Exporter
    9. Docker Desktop
    10. Ray Dashboard

    AI recommended 10 alternatives but never named Octane0411/open-vibe-island. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source tool to manage and control my AI coding agent sessions.
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter (KillianLucas/open-interpreter)
    2. AutoGPT (Significant-Gravitas/AutoGPT)
    3. LangChain (langchain-ai/langchain)
    4. Haystack (deepset-ai/haystack)
    5. Jupyter Notebook/JupyterLab
    6. tmux (tmux/tmux)
    7. Screen

    AI recommended 7 alternatives but never named Octane0411/open-vibe-island. 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 Octane0411/open-vibe-island?
    pass
    AI did not name Octane0411/open-vibe-island — 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 Octane0411/open-vibe-island in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Octane0411/open-vibe-island 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 Octane0411/open-vibe-island solve, and who is the primary audience?
    pass
    AI named Octane0411/open-vibe-island 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 Octane0411/open-vibe-island. 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/Octane0411/open-vibe-island.svg)](https://repogeo.com/en/r/Octane0411/open-vibe-island)
HTML
<a href="https://repogeo.com/en/r/Octane0411/open-vibe-island"><img src="https://repogeo.com/badge/Octane0411/open-vibe-island.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Octane0411/open-vibe-island — 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