diff --git a/CITATION.cff b/CITATION.cff
index 3d44e29..b8ed626 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,20 +1,24 @@
 cff-version: 1.2.0
-message: "If you use this software, please cite it as below."
-title: "Solana Agent Kit"
+message: If you use this software, please cite it as below.
+title: Solana Agent Kit
 version: 1.2.0
-abstract: "Connect any AI Agents to Solana Protocols"  
+abstract: Connect any AI Agents to Solana Protocols
 type: software
-url: "https://github.com/sendaifun/solana-agent-kit"
-repository-code: "https://github.com/sendaifun/solana-agent-kit"
+license: Apache-2.0
+url: https://github.com/sendaifun/solana-agent-kit
+repository-code: https://github.com/sendaifun/solana-agent-kit
 keywords:
   - solana
   - blockchain
   - web3
   - agent
   - toolkit
-license: Apache-2.0
 preferred-citation:
   type: software
-  title: "Solana Agent Kit"
-  abstract: "Connect any AI Agents to Solana Protocols"
-  year: 2024
+  title: Solana Agent Kit
+  abstract: Connect any AI Agents to Solana Protocols
+  version: 1.2.0
+  date-released: 2024
+  license: Apache-2.0
+  url: https://github.com/sendaifun/solana-agent-kit
+  repository-code: https://github.com/sendaifun/solana-agent-kit