RRepoGEO

REPOGEO REPORT · LITE

my-claude-utils/clsh

Default branch main · commit 986b8b86 · scanned 6/20/2026, 11:26:16 AM

GitHub: 500 stars · 54 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 my-claude-utils/clsh, 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 and opening paragraph to clarify core function

    Why:

    CURRENT
    # clsh

**Your Mac, in your pocket.**

Real terminal access from your phone. Not SSH. Not a simulation.
A real PTY on your machine, streamed to your pocket.
    COPY-PASTE FIX
    # clsh: Remote Terminal Access for Your Mac, with AI Agent Integration

**Your Mac, in your pocket.**

Get real terminal access to your Mac from any device (phone, tablet, desktop) via a PWA. This isn't SSH or a simulation; it's a direct PTY stream from your machine, enhanced with features like Claude Code execution and multiple session management.
  • mediumtopics#2
    Refine topics to remove contradictions and emphasize unique aspects

    Why:

    CURRENT
    claude-code, cli, developer-tools, node-pty, open-source, phone, pwa, remote-terminal, ssh, ssh-client, terminal, tmux, typescript, ui, ux, websocket, xterm
    COPY-PASTE FIX
    remote-access, pty, websocket-terminal, pwa-terminal, mobile-terminal, claude-ai-integration, developer-tools, cli, node-pty, open-source, typescript, xterm
  • lowabout#3
    Update repository description for clarity on AI integration

    Why:

    CURRENT
    Access your terminal and your AI agent from any device — phone, tablet, desktop.
    COPY-PASTE FIX
    Stream your Mac's terminal to any device (phone, tablet, desktop) as a PWA, featuring real-time Claude AI code execution and multi-session 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 my-claude-utils/clsh
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Termius
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Termius · recommended 1×
  2. Blink Shell · recommended 1×
  3. Termux · recommended 1×
  4. JuiceSSH · recommended 1×
  5. Microsoft Remote Desktop · recommended 1×
  • CATEGORY QUERY
    How can I access my development machine's terminal from a phone or tablet?
    you: not recommended
    AI recommended (in order):
    1. Termius
    2. Blink Shell
    3. Termux
    4. JuiceSSH
    5. Microsoft Remote Desktop
    6. VNC Viewer
    7. Chrome Remote Desktop

    AI recommended 7 alternatives but never named my-claude-utils/clsh. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to run AI agent code and manage multiple remote terminal sessions.
    you: not recommended
    AI recommended (in order):
    1. tmux
    2. Mosh
    3. JupyterLab
    4. VS Code Remote Development
    5. GNU Screen
    6. Ray

    AI recommended 6 alternatives but never named my-claude-utils/clsh. 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 my-claude-utils/clsh?
    pass
    AI did not name my-claude-utils/clsh — 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 my-claude-utils/clsh in production, what risks or prerequisites should they evaluate first?
    pass
    AI named my-claude-utils/clsh 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 my-claude-utils/clsh solve, and who is the primary audience?
    pass
    AI named my-claude-utils/clsh 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 my-claude-utils/clsh. 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/my-claude-utils/clsh.svg)](https://repogeo.com/en/r/my-claude-utils/clsh)
HTML
<a href="https://repogeo.com/en/r/my-claude-utils/clsh"><img src="https://repogeo.com/badge/my-claude-utils/clsh.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

my-claude-utils/clsh — 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