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WordPress AI Visibility in 2026
面向AI爬虫的开放元数据规范，让WordPress站点在2026年更具大模型可见性
We've been working on an open specification that allows every webpage to expose machine-readable metadata specifically for LLMs and AI crawlers. https…
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Semantic Manifest – An open specification for AI crawler ingestion
开源规范让AI爬虫流式解析全站内容，支持NDJSON与markdown twins，大幅提升摄入效率
Article URL: https://github.com/CKL75/semantic-manifest-specification Comments URL: https://news.ycombinator.com/item?id=48774528 Points: 1 # Comments…
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AATF – An open spec for recording why AI agents make decisions
让AI agent决策过程可审计的开源规范，审计者能清晰追踪“为何如此决定”。
Article URL: https://github.com/wdh107/agent-audit-trail Comments URL: https://news.ycombinator.com/item?id=48550486 Points: 2 # Comments: 1
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Show HN: AI has no OAuth equivalent for billing delegation – here's an open spec
AI计费缺乏类似OAuth的委托标准，这个开源规范填补了空白。
Article URL: https://github.com/MJohnstonAI/ai-billing-delegation Comments URL: https://news.ycombinator.com/item?id=48464292 Points: 1 # Comments: 0
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AIMF – An open file format specification for AI-native media
AI原生媒体文件格式开源规范，定义AI生成内容的新标准。
Article URL: https://github.com/ai-mf/media-engine Comments URL: https://news.ycombinator.com/item?id=48232243 Points: 1 # Comments: 0
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Show HN: ChangeSpec is an open specification for software change communication
开源规范ChangeSpec，标准化软件变更通知，Stripe案例展示实用价值
Article URL: https://github.com/changespec/spec Comments URL: https://news.ycombinator.com/item?id=48220773 Points: 2 # Comments: 0
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How a Brazilian Rock Band Implemented llms.txt (And Why It Makes Sense)
巴西摇滚乐队竟完美实现llms.txt标准，跨界案例彰显AI文档规范的普适价值
How a Brazilian Rock Band Implemented llms.txt (And Why It Makes Sense) Most llms.txt implementations you'll find are SaaS products, developer tools, …