REPOGEO REPORT · LITE
op7418/guizang-social-card-skill
Default branch main · commit 032782ff · scanned 6/1/2026, 1:53:07 PM
GitHub: 2,360 stars · 240 forks
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 op7418/guizang-social-card-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.
- highreadme#1Reposition the README's opening to clarify its unique category and differentiation
Why:
CURRENT一个适配 Claude Code / Codex 等 Agent 环境的图文卡片技能,用于从文章、文案、截图、产品笔记、字幕或照片生成**小红书 / Rednote 图文组图**与**公众号 21:9 + 1:1 封面对**。
COPY-PASTE FIXGuizang Social Card Skill is a specialized AI agent skill for Claude Code / Codex environments, designed to automate the creation of visually stunning Xiaohongshu carousels and WeChat 21:9 + 1:1 cover pairs directly from your content. Unlike general image generators or design tools, it offers 28 professional layouts across Editorial and Swiss visual systems, ensuring brand consistency and high-quality output tailored for social media.
- mediumtopics#2Add more specific topics to improve category recall
Why:
CURRENTagent-skill, ai-agent, anthropic, claude-code, claude-skill, codex, editorial-design, html-template, image-generation, playwright, rednote, social-cards, swiss-design, wechat, xiaohongshu
COPY-PASTE FIXagent-skill, ai-agent, anthropic, claude-code, claude-skill, codex, editorial-design, html-template, image-generation, playwright, rednote, social-cards, swiss-design, wechat, xiaohongshu, social-media-automation, content-generation, ai-content-creation, wechat-marketing, xiaohongshu-marketing, design-automation
- lowabout#3Refine the 'About' description to reinforce its AI agent and design system identity
Why:
CURRENT🪧 Claude Code / Codex skill — generate Xiaohongshu carousels & WeChat 21:9+1:1 cover pairs. Editorial × Swiss visual systems, 28 layouts, 10 themes, single-file HTML → PNG. 小红书图文 + 公众号封面对
COPY-PASTE FIX🪧 AI Agent Skill for Claude Code / Codex: Automate Xiaohongshu carousels & WeChat 21:9+1:1 covers. Features Editorial × Swiss visual systems, 28 layouts, 10 themes, single-file HTML → PNG. 小红书图文 + 公众号封面对
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.
- Canva · recommended 2×
- Adobe Express · recommended 1×
- Simplified · recommended 1×
- VistaCreate · recommended 1×
- Figma · recommended 1×
- CATEGORY QUERYNeed a tool to generate multi-image social media carousels with professional design from content.you: not recommendedAI recommended (in order):
- Canva
- Adobe Express
- Simplified
- VistaCreate
- Figma
- Snappa
AI recommended 6 alternatives but never named op7418/guizang-social-card-skill. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat AI agent skills can create styled WeChat covers and Xiaohongshu image posts?you: not recommendedAI recommended (in order):
- Midjourney
- DALL-E 3
- Stable Diffusion
- Canva
- Adobe Firefly
- Bing Image Creator
AI recommended 6 alternatives but never named op7418/guizang-social-card-skill. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
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 op7418/guizang-social-card-skill?passAI did not name op7418/guizang-social-card-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 op7418/guizang-social-card-skill in production, what risks or prerequisites should they evaluate first?passAI named op7418/guizang-social-card-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 op7418/guizang-social-card-skill solve, and who is the primary audience?passAI did not name op7418/guizang-social-card-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?
Embed your GEO score
Drop this badge into the README of op7418/guizang-social-card-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.
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