RRepoGEO

REPOGEO REPORT · LITE

skalesapp/skales

Default branch main · commit dcdd772d · scanned 6/23/2026, 12:41:53 AM

GitHub: 1,083 stars · 171 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 README H1 and opening sentence

    Why:

    CURRENT
    <h1><br>S K A L E S</h1> The private AI that lives on your computer and does real work, not just chat.
    COPY-PASTE FIX
    <h1>Skales: Your Private AI Desktop Agent for Autonomous Work</h1> The private AI that lives on your computer and does real work, not just chat. Skales is an autonomous AI agent for Windows, macOS, Linux & Android, designed to automate tasks by setting a goal, not writing scripts.
  • mediumreadme#2
    Add license clarification to README

    Why:

    COPY-PASTE FIX
    ## License
Skales is released under a custom license. Please refer to the [LICENSE file](LICENSE) for full details on usage and distribution.
  • mediumreadme#3
    Add explicit differentiation from generic automation tools in README

    Why:

    COPY-PASTE FIX
    Unlike traditional desktop automation tools such as AutoHotkey or Power Automate Desktop, Skales leverages advanced AI agents to understand goals and perform complex tasks autonomously, requiring no scripting or manual setup.

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
AutoHotkey
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoHotkey · recommended 2×
  2. Power Automate Desktop · recommended 1×
  3. Keyboard Maestro · recommended 1×
  4. PyAutoGUI · recommended 1×
  5. Talon Voice · recommended 1×
  • CATEGORY QUERY
    Looking for an AI agent to automate tasks on my desktop without complex setup.
    you: not recommended
    AI recommended (in order):
    1. AutoHotkey
    2. Power Automate Desktop
    3. Keyboard Maestro
    4. PyAutoGUI
    5. Talon Voice

    AI recommended 5 alternatives but never named skalesapp/skales. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I deploy a private multi-agent system for local desktop automation?
    you: not recommended
    AI recommended (in order):
    1. OpenRPA
    2. Robocorp
    3. UIPath Community Edition
    4. TagUI
    5. Playwright
    6. AutoHotkey

    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