RRepoGEO

REPOGEO REPORT · LITE

skalesapp/skales

Default branch main · commit f486d229 · scanned 5/24/2026, 12:37:04 AM

GitHub: 1,084 stars · 158 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)

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

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 skalesapp/skales, 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 core identity statement in README

    Why:

    CURRENT
    <p>Skales Desktop:
    <a href="https://skales.app/download/latest-windows"><b>Windows</b></a> · 
    <a href="https://skales.app/download/latest-mac-arm64"><b>macOS (Apple Silicon)</b></a> · 
    <a href="https://skales.app/download/latest-mac-intel"><b>macOS (Intel)</b></a> · 
    <a href="https://skales.app/download/latest-linux"><b>Linux</b></a>
  </p>
  <p>Skales Mobile: 📱<a href="https://play.google.com/store/apps/details?id=app.skales.mobile"><b>Android</b></a></p>
<p align="center">
    

</p>
</b></p>
  <p>
    <strong>Local AI Desktop Agent for Windows, macOS & Linux</strong>
  </p>
    COPY-PASTE FIX
    <p>
    <strong>Skales is a local-first AI desktop agent for Windows, macOS, Linux & Android.</strong>
  </p>
  <p>Skales Desktop:
    <a href="https://skales.app/download/latest-windows"><b>Windows</b></a> · 
    <a href="https://skales.app/download/latest-mac-arm64"><b>macOS (Apple Silicon)</b></a> · 
    <a href="https://skales.app/download/latest-mac-intel"><b>macOS (Intel)</b></a> · 
    <a href="https://skales.app/download/latest-linux"><b>Linux</b></a>
  </p>
  <p>Skales Mobile: 📱<a href="https://play.google.com/store/apps/details?id=app.skales.mobile"><b>Android</b></a></p>
  • mediumreadme#2
    Add a clear differentiation section in README

    Why:

    COPY-PASTE FIX
    ## Why Skales? No Docker, No Terminal, Just AI.
Unlike many AI agent solutions that require complex setups with Docker or command-line interfaces, Skales offers a one-click install desktop application for Windows, macOS, Linux, and Android. Get started instantly with autonomous AI agents for coding, desktop automation, multi-agent teams, and more, without any technical prerequisites.
  • lowlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
Skales is released under a custom license. Please refer to the `LICENSE` file in this repository for full details on the terms and conditions.

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 skalesapp/skales
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tauri
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tauri · recommended 1×
  2. React · recommended 1×
  3. Vue · recommended 1×
  4. Svelte · recommended 1×
  5. TensorFlow · recommended 1×
  • CATEGORY QUERY
    Looking for a local-first AI agent to automate desktop tasks across multiple OS platforms.
    you: not recommended
    AI recommended (in order):
    1. Tauri
    2. React
    3. Vue
    4. Svelte
    5. TensorFlow
    6. PyTorch
    7. scikit-learn
    8. ONNX Runtime
    9. GGML/llama.cpp
    10. PyAutoGUI
    11. Electron
    12. Angular
    13. TensorFlow.js
    14. robotjs
    15. Python
    16. PyInstaller
    17. Nuitka
    18. PyQt
    19. Kivy
    20. Tkinter
    21. Hugging Face Transformers
    22. Selenium
    23. AutoHotkey
    24. AppleScript
    25. xdotool
    26. Microsoft Power Automate Desktop
    27. UIPath Studio
    28. AI Builder

    AI recommended 28 alternatives but never named skalesapp/skales. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are easy-to-use autonomous AI agents for coding and multi-agent teams without Docker?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. BabyAGI
    3. CrewAI
    4. Open Interpreter
    5. GPT-Engineer
    6. MetaGPT

    AI recommended 6 alternatives but never named skalesapp/skales. 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 skalesapp/skales?
    pass
    AI named skalesapp/skales explicitly

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

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

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

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skalesapp/skales — 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