From 26e5338defe0a9a663d72f5888adc74d611712b4 Mon Sep 17 00:00:00 2001
From: Yif Yang <yif_yang@qq.com>
Date: Fri, 26 Jun 2026 02:54:46 +0000
Subject: [PATCH] Update citation from @misc to @article format

Co-Authored-By: Claude <noreply@anthropic.com>
---
 README.md     | 13 +++++--------
 index.html    | 13 +++++--------
 skillopt.html | 13 +++++--------
 3 files changed, 15 insertions(+), 24 deletions(-)

diff --git a/README.md b/README.md
index 9819151..e5cfce6 100644
--- a/README.md
+++ b/README.md
@@ -97,13 +97,10 @@ python -m skillopt_webui.app
 ## Citation
 
 ```bibtex
-@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}
+@article{yang2026skillopt,
+  title={Skillopt: Executive strategy for self-evolving agent skills},
+  author={Yang, Yifan and Gong, Ziyang and Huang, Weiquan and Yang, Qihao and Zhou, Ziwei and Huang, Zisu and Li, Yan and Gao, Xuemei and Dai, Qi and Liu, Bei and others},
+  journal={arXiv preprint arXiv:2605.23904},
+  year={2026}
 }
 ```
diff --git a/index.html b/index.html
index 5311401..2be9a01 100644
--- a/index.html
+++ b/index.html
@@ -2416,14 +2416,11 @@
 
       <div class="bibtex-box">
         <button class="copy-btn" type="button" onclick="copyBibtex(this)">Copy</button>
-        <pre><code>@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}, 
+        <pre><code>@article{yang2026skillopt,
+  title={Skillopt: Executive strategy for self-evolving agent skills},
+  author={Yang, Yifan and Gong, Ziyang and Huang, Weiquan and Yang, Qihao and Zhou, Ziwei and Huang, Zisu and Li, Yan and Gao, Xuemei and Dai, Qi and Liu, Bei and others},
+  journal={arXiv preprint arXiv:2605.23904},
+  year={2026}
 }</code></pre>
       </div>
     </section>
diff --git a/skillopt.html b/skillopt.html
index 5311401..2be9a01 100644
--- a/skillopt.html
+++ b/skillopt.html
@@ -2416,14 +2416,11 @@
 
       <div class="bibtex-box">
         <button class="copy-btn" type="button" onclick="copyBibtex(this)">Copy</button>
-        <pre><code>@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}, 
+        <pre><code>@article{yang2026skillopt,
+  title={Skillopt: Executive strategy for self-evolving agent skills},
+  author={Yang, Yifan and Gong, Ziyang and Huang, Weiquan and Yang, Qihao and Zhou, Ziwei and Huang, Zisu and Li, Yan and Gao, Xuemei and Dai, Qi and Liu, Bei and others},
+  journal={arXiv preprint arXiv:2605.23904},
+  year={2026}
 }</code></pre>
       </div>
     </section>