@article{counterfactualtraceauditingofllmagentski,
  title = {Counterfactual Trace Auditing of LLM Agent Skills},
  author = {Xiaolin Zhou and Jinbo Liu and Li Li and Ryan A. Rossi and Xiyang Hu},
  year = {2026},
  eprint = {2605.11946},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.11946},
}