From 48adf5a69f5dae46cc1e28860a7c4aea3c06610f Mon Sep 17 00:00:00 2001
From: Yif Yang <yif_yang@qq.com>
Date: Tue, 26 May 2026 02:56:58 +0800
Subject: [PATCH] Update citation format in README.md

---
 README.md | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 6fb9c38..6342cff 100644
--- a/README.md
+++ b/README.md
@@ -224,10 +224,14 @@ python -m skillopt_webui.app --share
 ## Citation
 
 ```bibtex
-@article{skillopt2026,
-  title={SKILLOPT: Executive Strategy for Self-Evolving Agent Skills},
-  author={SkillOpt Team},
-  year={2026}
+@misc{yang2026skilloptexecutivestrategyselfevolving,
+      title={SkillOpt: Executive Strategy for Self-Evolving Agent Skills}, 
+      author={Yifan Yang and Ziyang Gong and Weiquan Huang and Qihao Yang and Ziwei Zhou and Zisu Huang and Yan Li and Xuemei Gao and Qi Dai and Bei Liu and Kai Qiu and Yuqing Yang and Dongdong Chen and Xue Yang and Chong Luo},
+      year={2026},
+      eprint={2605.23904},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2605.23904}
 }
 ```