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study8677/awesome-architecture
默认分支 main · commit f0b5cbf0 · 扫描时间 2026/5/31 12:58:05
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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 study8677/awesome-architecture 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#1Clarify README's opening to highlight open-source, practical nature and AI architecture focus
原因:
当前# Awesome Architecture · 架构图谱 > 一个专注「**架构**」而非「代码」的开源知识库。 > 收集真实热门系统的架构模板,并配一套让你成为更好架构师的教程。
复制粘贴的修复# Awesome Architecture · 架构图谱 > 一个专注「**架构**」而非「代码」的开源知识库。 > 收集真实热门系统的架构模板 (含 AI 网关、RAG、Agent、推理服务、向量数据库等),并配一套让你成为更好架构师的教程。 > 💡 告别枯燥理论书,这里是面向实战的开源架构图谱与系统设计教程。
- mediumtopics#2Add more specific AI architecture topics
原因:
当前ai-agents, architecture-decision-records, architecture-patterns, awesome, awesome-list, backend, c4-model, chinese, design-patterns, distributed-systems, interview-preparation, learning-resources, microservices, scalability, software-architecture, software-engineering, system-design, system-design-interview, tech-interview, vue
复制粘贴的修复ai-agents, architecture-decision-records, architecture-patterns, awesome, awesome-list, backend, c4-model, chinese, design-patterns, distributed-systems, interview-preparation, learning-resources, microservices, scalability, software-architecture, software-engineering, system-design, system-design-interview, tech-interview, vue, ai-architecture, llm-architecture, rag-architecture, vector-database, inference-serving, ai-gateway
- lowhomepage#3Add the GitHub Pages URL to the repository homepage field
原因:
复制粘贴的修复https://study8677.github.io/awesome-architecture/
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。
- Designing Data-Intensive Applications · 被推荐 2 次
- System Design Interview – An Insider's Guide · 被推荐 2 次
- Clean Architecture: A Craftsman's Guide to Software Structure and Design · 被推荐 1 次
- Grokking the System Design Interview · 被推荐 1 次
- Software Architecture in Practice · 被推荐 1 次
- 品类问题What are the best resources for learning software architecture and system design principles?你:未被推荐AI 推荐顺序:
- Designing Data-Intensive Applications
- System Design Interview – An Insider's Guide
- Clean Architecture: A Craftsman's Guide to Software Structure and Design
- Grokking the System Design Interview
- Software Architecture in Practice
- Building Microservices
- Domain-Driven Design: Tackling Complexity in the Heart of Software
AI 推荐了 7 个替代方案,却始终没点名 study8677/awesome-architecture。这就是要补上的差距。
查看 AI 完整回答
- 品类问题How can I prepare for system design interviews focusing on modern distributed and AI architectures?你:未被推荐AI 推荐顺序:
- Grokking Modern System Design for Software Engineers & Managers
- Designing Data-Intensive Applications
- System Design Interview – An Insider's Guide
- System Design Primer
- Machine Learning System Design Interview
- ML System Design
- ByteByteGo
- Hussein Nasser
- Gaurav Sen
- Kafka
- RabbitMQ
- SQL
- NoSQL
- Feast
- MLflow
AI 推荐了 15 个替代方案,却始终没点名 study8677/awesome-architecture。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 study8677/awesome-architecture?passAI 未点名 study8677/awesome-architecture —— 很可能在说另一个项目
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 study8677/awesome-architecture in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 study8677/awesome-architecture
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 study8677/awesome-architecture solve, and who is the primary audience?passAI 明确点名了 study8677/awesome-architecture
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 study8677/awesome-architecture 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/study8677/awesome-architecture)<a href="https://repogeo.com/zh/r/study8677/awesome-architecture"><img src="https://repogeo.com/badge/study8677/awesome-architecture.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
study8677/awesome-architecture — 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