RRepoGEO

REPOGEO REPORT · LITE

iamzhihuix/skills-manage

Default branch main · commit 467d0423 · scanned 5/22/2026, 5:26:27 AM

GitHub: 1,896 stars · 176 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
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 iamzhihuix/skills-manage, 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 opening to clarify niche

    Why:

    CURRENT
    # skills-manage

`skills-manage` is a Tauri desktop app for managing AI coding agent skills across multiple platforms from one place.
    COPY-PASTE FIX
    # skills-manage: Centralized Desktop App for AI Coding Agent Skills

A desktop app to manage AI coding agent skills across Claude Code, Cursor, Gemini CLI, and 20+ LLM platforms from one place.
  • mediumtopics#2
    Add more specific AI agent skill topics

    Why:

    CURRENT
    ai, claude-code, cursor, desktop-app, llm, react, rust, skills, tauri
    COPY-PASTE FIX
    ai, ai-agent, claude-code, cursor, desktop-app, llm, llm-skills, react, rust, skills, tauri
  • lowhomepage#3
    Update homepage URL to main repository

    Why:

    CURRENT
    https://github.com/iamzhihuix/skills-manage/releases/latest
    COPY-PASTE FIX
    https://github.com/iamzhihuix/skills-manage

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 iamzhihuix/skills-manage
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. run-llama/llama_index · recommended 1×
  3. OpenAI Assistants API · recommended 1×
  4. microsoft/semantic-kernel · recommended 1×
  5. Google's Gemini API · recommended 1×
  • CATEGORY QUERY
    How to manage my AI coding agent skills across different LLM platforms?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. OpenAI Assistants API
    4. Semantic Kernel (microsoft/semantic-kernel)
    5. Google's Gemini API
    6. Anthropic's Claude API
    7. Git
    8. GitHub
    9. GitLab

    AI recommended 9 alternatives but never named iamzhihuix/skills-manage. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a desktop tool to organize and deploy AI assistant skills centrally.
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Rasa X (RasaHQ/rasa-x)
    3. Rasa Open Source (RasaHQ/rasa)
    4. Voiceflow
    5. Cognigy.AI
    6. Microsoft Bot Framework Composer (microsoft/BotFramework-Composer)
    7. Google Dialogflow CX
    8. IBM Watson Assistant

    AI recommended 8 alternatives but never named iamzhihuix/skills-manage. 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 iamzhihuix/skills-manage?
    pass
    AI did not name iamzhihuix/skills-manage — 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 iamzhihuix/skills-manage in production, what risks or prerequisites should they evaluate first?
    pass
    AI named iamzhihuix/skills-manage 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 iamzhihuix/skills-manage solve, and who is the primary audience?
    pass
    AI named iamzhihuix/skills-manage explicitly

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

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MARKDOWN (README)
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iamzhihuix/skills-manage — 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