行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 ufira-ai/Vibma 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition the README's project status to highlight its reference value
原因:
当前> **Project Status:** Vibma is no longer under active development. Figma has launched native MCP capabilities through **Figma for Agents**, and the Vibma plugin was not accepted to the Figma marketplace due to "overlap" with this first-party offering. **Vibma is not an official Figma tool.** For production use, we recommend Figma's native MCP integration and encourage you to follow Figma's official updates for the latest agent capabilities. The source code remains available under MIT for learning and reference.
复制粘贴的修复> **Project Status: Historical Reference.** Vibma is no longer under active development, but its source code remains a valuable resource for learning and understanding how AI agents can produce structurally sound Figma files. Figma has launched native MCP capabilities through **Figma for Agents**, and the Vibma plugin was not accepted to the Figma marketplace due to "overlap" with this first-party offering. **Vibma is not an official Figma tool.** For production use, we recommend Figma's native MCP integration and encourage you to follow Figma's official updates for the latest agent capabilities.
- hightopics#2Add relevant topics to the repository
原因:
复制粘贴的修复ai-agents, figma, ui-design, generative-ai, design-automation, design-systems, auto-layout
- mediumhomepage#3Add a homepage URL to the repository
原因:
复制粘贴的修复https://github.com/ufira-ai/Vibma
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- Figma · 被推荐 2 次
- Anima · 被推荐 2 次
- Builder.io · 被推荐 2 次
- Locofy.ai · 被推荐 2 次
- Uizard · 被推荐 2 次
- 品类问题How can AI agents automatically generate structured UI designs with proper component architecture?你:未被推荐AI 推荐顺序:
- Figma
- Anima
- Builder.io
- Locofy.ai
- Uizard
- Gradio
- Pix2Struct
- Plasmic
- Storybook
AI 推荐了 9 个替代方案,却始终没点名 ufira-ai/Vibma。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What tools enable large language models to create production-ready user interface designs?你:未被推荐AI 推荐顺序:
- Figma
- Builder.io
- Anima
- Locofy.ai
- Vercel v0
- Uizard
- Microsoft Copilot
- Adalo
- Bubble
AI 推荐了 9 个替代方案,却始终没点名 ufira-ai/Vibma。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesswarn
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of ufira-ai/Vibma?passAI 明确点名了 ufira-ai/Vibma
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts ufira-ai/Vibma in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 ufira-ai/Vibma
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo ufira-ai/Vibma solve, and who is the primary audience?passAI 明确点名了 ufira-ai/Vibma
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 ufira-ai/Vibma 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/ufira-ai/Vibma)<a href="https://repogeo.com/zh/r/ufira-ai/Vibma"><img src="https://repogeo.com/badge/ufira-ai/Vibma.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
ufira-ai/Vibma — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3