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 neomjs/neo 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 opening statement to clearly define Neo.mjs
原因:
当前Neo isn't a framework. It's a self-evolving digital organism with two souls — a Brain and an Institution — that share one Body and one Evolution mechanism.
复制粘贴的修复# Neo.mjs: The Application Engine for the AI Era Neo.mjs is a multi-threaded, AI-native runtime with a persistent Scene Graph, enabling AI agents to introspect and mutate the living application structure in real-time. It provides a robust foundation for building high-performance, complex frontend applications.
- mediumreadme#2Explicitly state Neo.mjs's role as an application engine utilizing Web Workers
原因:
复制粘贴的修复Neo.mjs is a high-performance JavaScript application engine that leverages multi-threaded Web Workers to power complex, responsive frontend architectures, ensuring a smooth user experience by offloading logic from the main UI thread.
- lowreadme#3Add a dedicated section on generative AI applications and self-healing UI
原因:
复制粘贴的修复### Generative AI Applications & Self-Healing UI Neo.mjs's AI-native runtime and persistent Scene Graph are specifically designed to support generative AI applications. Its architecture allows AI agents to introspect and mutate the living application structure in real-time, facilitating dynamic, self-healing UI components and autonomous application evolution.
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。
- React · 被推荐 1 次
- Next.js · 被推荐 1 次
- Remix · 被推荐 1 次
- Zustand · 被推荐 1 次
- Jotai · 被推荐 1 次
- 品类问题What framework supports building generative AI applications with real-time, self-healing UI structures?你:未被推荐AI 推荐顺序:
- React
- Next.js
- Remix
- Zustand
- Jotai
- XState
- Vue.js
- Nuxt.js
- Pinia
- VueUse
- Vue State Machine
- Svelte
- SvelteKit
- Svelte Stores
- Angular
- NgRx
- State Adapt
- Akita
- Flutter
- BLoC
- Provider
- Freezed
- StateNotifier
- Python
- FastAPI
- Flask
- Node.js
- Express
- Socket.IO
- WebRTC
AI 推荐了 30 个替代方案,却始终没点名 neomjs/neo。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Seeking a high-performance JavaScript application engine utilizing web workers for complex frontend architectures.你:未被推荐AI 推荐顺序:
- Comlink (GoogleChromeLabs/comlink)
- Workerize-loader (developit/workerize-loader)
- Greenlet (developit/greenlet)
- Partytown (BuilderIO/partytown)
- RxJS (ReactiveX/rxjs)
- Web Workers API (Native)
AI 推荐了 6 个替代方案,却始终没点名 neomjs/neo。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 completenesspass
- 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 neomjs/neo?passAI 明确点名了 neomjs/neo
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 neomjs/neo in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 neomjs/neo
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 neomjs/neo solve, and who is the primary audience?passAI 明确点名了 neomjs/neo
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 neomjs/neo 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/neomjs/neo)<a href="https://repogeo.com/zh/r/neomjs/neo"><img src="https://repogeo.com/badge/neomjs/neo.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
neomjs/neo — 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