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Zhengyang Qu, Vaibhav Rastogi, Xinyi Zhang, Yan Chen, Tiantian Zhu, Zhong Chen · 2014 · DOI 10.1145/2660267.2660287 · arXiv 0267.266028

1 Pith paper cite this work, alongside 185 external citations. Polarity classification is still indexing.

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cs.HC 1

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2026 1

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Toward User Comprehension Supports for LLM Agent Skill Specifications

cs.HC · 2026-05-19 · unverdicted · novelty 5.0 · 2 refs

Analysis of 878 skill specifications shows operational basis cues are common but example tasks appear in only 19% and all four comprehension anchors in just 2.3%, with a small DNS/C2 case study illustrating the practical impact of missing examples.

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  • Toward User Comprehension Supports for LLM Agent Skill Specifications cs.HC · 2026-05-19 · unverdicted · none · ref 14 · 2 links

    Analysis of 878 skill specifications shows operational basis cues are common but example tasks appear in only 19% and all four comprehension anchors in just 2.3%, with a small DNS/C2 case study illustrating the practical impact of missing examples.