arXiv / 2026

StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows

Qin, S.Z., Gu, Y., Jiang, Y., Cai, A., Zhou, C.J., Shuai, S.X., Wang, J.C., Shen, T.H., Li, Y.Q., Li, X.H., Zeng, L., Chen, Y.S., Gao, D.C., Xu, G.R., Liao, W.J., Lu, X.Z.

Co-first authorEnglish paperPreprint

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Summary

StructureClaw explores traceable LLM agents for structural engineering workflows and introduces an executable benchmark for their evaluation. The open-source workspace connects natural-language engineering requests with modeling, validation, analysis, checks, and report generation. Its workflow records make intermediate artifacts and execution results available for inspection.

Citation

Qin, S.Z., Gu, Y., Jiang, Y., Cai, A., Zhou, C.J., Shuai, S.X., Wang, J.C., Shen, T.H., Li, Y.Q., Li, X.H., Zeng, L., Chen, Y.S., Gao, D.C., Xu, G.R., Liao, W.J., Lu, X.Z. 2026. StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows. arXiv preprint arXiv:2607.14896. https://arxiv.org/abs/2607.14896

BibTeX

@misc{20260716StructureClaw,
  title = {StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows},
  author = {Qin, Sizhong and Gu, Yi and Jiang, Yao and Cai, Ao and Zhou, Changjian and Shuai, Shaoxuan and Wang, Jiachang and Shen, Tianhao and Li, Yueqiang and Li, Xinhao and Zeng, Li and Chen, Yueshi and Gao, Dachen and Xu, Genrong and Liao, Wenjie and Lu, Xinzheng},
  year = {2026},
  eprint = {2607.14896},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.14896}
}