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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Fan Ding

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Preprint Aug 2026

Signal or Noise? A Benchmark Study of Agent Skills in Web Development

These findings recast a matched Skill as a hypothesis about a particular Skill-project-model triple rather than a portable asset, reframing injection as a per-deployment routing decision and making length-matched controls and per-model audits a minimum standard for Agent-Skill evaluation.

Zi-Yue Yang, Fan Ding · 0 citations

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