RRepoGEO

REPOGEO REPORT · LITE

aldefy/compose-skill

Default branch master · commit 6c05a4d8 · scanned 6/14/2026, 12:37:15 PM

GitHub: 503 stars · 32 forks

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 aldefy/compose-skill, 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 to clarify it's an AI assistant plugin

    Why:

    CURRENT
    <h1 align="center">Compose Agent Skill</h1>

<p align="center">
  Make your AI coding tool actually understand Compose — Android, Desktop, iOS, and Web.<br/>
  Backed by real source code from <code>androidx/androidx</code> and <code>compose-multiplatform-core</code> — not vibes.
</p>
    COPY-PASTE FIX
    <h1 align="center">Compose Skill: An AI Assistant Plugin for Jetpack Compose</h1>

<p align="center">
  Enhance your AI coding tool's understanding of Jetpack Compose across Android, Desktop, iOS, and Web.<br/>
  Backed by real source code from <code>androidx/androidx</code> and <code>compose-multiplatform-core</code> — not vibes.
</p>
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/aldefy/compose-skill
  • lowreadme#3
    Clarify the project's license directly in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [describe the license, e.g., a custom license combining X and Y]. See the [LICENSE](LICENSE) file for full details.

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 aldefy/compose-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. Tabnine · recommended 2×
  3. Cursor · recommended 2×
  4. ChatGPT · recommended 2×
  5. Codeium · recommended 2×
  • CATEGORY QUERY
    How to improve AI coding assistant accuracy for Jetpack Compose development?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Cursor
    4. ChatGPT
    5. GPT-4
    6. Codeium
    7. Code Llama
    8. StarCoder

    AI recommended 8 alternatives but never named aldefy/compose-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI plugin to provide deep Android UI framework knowledge to my coding assistant.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Codeium
    4. Cursor
    5. ChatGPT
    6. Bard

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

Subscribe to Pro for deep diagnoses

aldefy/compose-skill — 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