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WeaveMindAI/weft
默认分支 main · commit 251323cd · 扫描时间 2026/5/11 21:51:58
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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 WeaveMindAI/weft 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。
- hightopics#1Add specific topics for AI programming languages and orchestration
原因:
复制粘贴的修复ai-programming-language, agent-orchestration, llm-workflow, declarative-programming, graph-based-programming, ai-systems, durable-execution
- highreadme#2Reposition the README's core identity and differentiate from frameworks
原因:
当前# Weft > **Building in public, two months in.** Weft is young. ... **A programming language for AI systems.** In 2026, real software calls LLMs, ...
复制粘贴的修复# Weft: A Programming Language for AI Systems Weft is a dedicated programming language where LLMs, humans, APIs, and infrastructure are base ingredients, designed to orchestrate complex AI agent workflows directly, rather than relying on general-purpose libraries or frameworks. > **Building in public, two months in.** Weft is young. The language, the type system, and the durable executor are the stable parts. The node catalog is small and intentionally opinionated (a few dozen nodes across LLM, code, communication, flow, storage, and triggers). The long-term vision is to let projects define their own nodes fluently in the language itself, but that is still ahead. If you are evaluating it for production, treat it as a foundation to build on, not a finished product. Breaking changes are expected while the shape is still settling; they will be announced, and migration notes will come with them.
- mediumreadme#3Clarify the project's license in the README
原因:
复制粘贴的修复Weft is licensed under [insert specific license name(s) here, e.g., 'a custom license detailed in the LICENSE file' or 'the Apache 2.0 License combined with a custom clause']. Please refer to the `LICENSE` file for full details.
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。
- langchain-ai/langchain · 被推荐 2 次
- run-llama/llama_index · 被推荐 2 次
- deepset-ai/haystack · 被推荐 2 次
- python/cpython · 被推荐 1 次
- tiangolo/fastapi · 被推荐 1 次
- 品类问题What programming language is best for building complex AI agent workflows and coordinating services?你:未被推荐AI 推荐顺序:
- Python (python/cpython)
- LangChain (langchain-ai/langchain)
- LlamaIndex (run-llama/llama_index)
- Haystack (deepset-ai/haystack)
- FastAPI (tiangolo/fastapi)
- Flask (pallets/flask)
- Celery (celery/celery)
- Apache Airflow (apache/airflow)
- Go (golang/go)
- Java (openjdk/jdk)
- Spring Boot (spring-projects/spring-boot)
- Apache Kafka (apache/kafka)
- Akka (akka/akka)
- TypeScript (microsoft/TypeScript)
- Node.js (nodejs/node)
- NestJS (nestjs/nest)
- Rust (rust-lang/rust)
AI 推荐了 17 个替代方案,却始终没点名 WeaveMindAI/weft。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Seeking a robust programming environment to orchestrate LLM calls, databases, and human interactions.你:未被推荐AI 推荐顺序:
- LangChain (langchain-ai/langchain)
- LlamaIndex (run-llama/llama_index)
- OpenAI Assistants API
- Microsoft Semantic Kernel (microsoft/semantic-kernel)
- Haystack (deepset-ai/haystack)
- FlowiseAI (FlowiseAI/Flowise)
- Dify (dify-ai/dify)
AI 推荐了 7 个替代方案,却始终没点名 WeaveMindAI/weft。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 WeaveMindAI/weft?passAI 未点名 WeaveMindAI/weft —— 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 WeaveMindAI/weft in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 WeaveMindAI/weft
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 WeaveMindAI/weft solve, and who is the primary audience?passAI 明确点名了 WeaveMindAI/weft
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 WeaveMindAI/weft 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/WeaveMindAI/weft)<a href="https://repogeo.com/zh/r/WeaveMindAI/weft"><img src="https://repogeo.com/badge/WeaveMindAI/weft.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
WeaveMindAI/weft — 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