RRepoGEO

REPOGEO REPORT · LITE

sunbigfly/ppt-agent-skills

Default branch main · commit 13e35377 · scanned 6/16/2026, 1:43:09 PM

GitHub: 793 stars · 86 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 sunbigfly/ppt-agent-skills, 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 clearly state "AI-driven presentation generation framework"

    Why:

    CURRENT
    PPT Agent** 以严格的状态机驱动多 Agent 协作，将一句话需求输出为专业级 PPTX 文件，从根源解决传统大模型生成的幻觉、重叠与布局混乱问题。
    COPY-PASTE FIX
    PPT Agent is an AI-driven presentation generation framework that applies software engineering principles to automatically create professional PPTX files from a single sentence, fundamentally solving common AI hallucination and layout issues.
  • highhomepage#2
    Add the repository URL as the project homepage

    Why:

    COPY-PASTE FIX
    https://github.com/sunbigfly/ppt-agent-skills
  • mediumlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under a custom license. Please refer to 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 sunbigfly/ppt-agent-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Beautiful.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Beautiful.ai · recommended 1×
  2. Gamma · recommended 1×
  3. Tome · recommended 1×
  4. Plus AI · recommended 1×
  5. Microsoft 365 Copilot · recommended 1×
  • CATEGORY QUERY
    How to automatically generate professional PowerPoint presentations using AI with robust layout control?
    you: not recommended
    AI recommended (in order):
    1. Beautiful.ai
    2. Gamma
    3. Tome
    4. Plus AI
    5. Microsoft 365 Copilot
    6. Designs.ai

    AI recommended 6 alternatives but never named sunbigfly/ppt-agent-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks exist for programmatically generating high-quality pitch decks and slides from code?
    you: not recommended
    AI recommended (in order):
    1. Marpit
    2. Reveal.js
    3. Python-pptx
    4. Deckset
    5. Pandoc
    6. Plotly Dash
    7. Streamlit
    8. LaTeX Beamer

    AI recommended 8 alternatives but never named sunbigfly/ppt-agent-skills. 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 sunbigfly/ppt-agent-skills?
    pass
    AI named sunbigfly/ppt-agent-skills explicitly

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

  • If a team adopts sunbigfly/ppt-agent-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sunbigfly/ppt-agent-skills 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 sunbigfly/ppt-agent-skills solve, and who is the primary audience?
    pass
    AI did not name sunbigfly/ppt-agent-skills — 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?

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sunbigfly/ppt-agent-skills — 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