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Show HN: Agentsnap – Snapshot testing for AI agents
开源快照测试工具，记录AI Agent的LLM和工具调用，支持语义回归测试。
Article URL: https://github.com/iamfaham/AgentSnap Comments URL: https://news.ycombinator.com/item?id=49099464 Points: 4 # Comments: 0
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InfluMatch: Frontier-Quality KOL Search at 4B-Model Cost
只需4B参数模型，就能实现前沿KOL搜索的语义匹配，大幅降低成本而不牺牲精度。
arXiv:2607.05968v1 Announce Type: cross Abstract: Matching influencers (KOLs) to free-form, multi-part Thai marketing criteria is today served either …
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Why Most Custom AI Skills Never Run (And the One Fix)
AI技能总是静默失效？原因在于触发器太死板。教你用高杠杆改动，让技能随叫随到。
There is a quiet failure mode with AI agent skills that almost everyone hits: you build a custom skill, it looks perfect, and it simply never runs. No…
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An NLP-Driven Framework for Curriculum-Labor Market Alignment: Schema-Constrained LLM Extraction, ESCO-Anchored Semantic Matching, and Multi-Dimensional Gap Quantification
这篇论文提出了一套NLP驱动框架，利用LLM提取和ESCO语义匹配实现课程与劳动力市场的精准对齐，适合关注教育科技与AI应用的研究者。
arXiv:2606.01982v1 Announce Type: new Abstract: Schema-constrained information extraction from diverse educational and labor-market corpora remains an…