diff --git a/README.md b/README.md
index ddf1230f..ed4eaaa7 100644
--- a/README.md
+++ b/README.md
@@ -156,7 +156,8 @@ Before we dive further, be sure to star our repository and get instant notificat
 - [Discord](https://discord.gg/VnPftUzAMJ): Ideal for sharing your applications and engaging with the community.
 - [GitHub Discussion](https://github.com/TEN-framework/astra.ai/discussions): Perfect for providing feedback and asking questions.
 - [GitHub Issues](https://github.com/TEN-framework/astra.ai/issues): Best for reporting bugs and proposing new features. Refer to our [contribution guidelines](./docs/code-of-conduct/contributing.md) for more details.
-- [X (formerly Twitter)](https://twitter.com/intent/follow?screen_name=ten_platform): Great for sharing your agents and interacting with the community.
+- [X (formerly Twitter)](https://img.shields.io/twitter/follow/AstraAIAgent?logo=X&color=%20%23f5f5f5): Great for sharing your agents and interacting with the community.
+
 
  <br>
  <h2>Code Contributors</h2>
@@ -166,7 +167,7 @@ Before we dive further, be sure to star our repository and get instant notificat
 <br>
 <h2>Contribution Guidelines</h2>
 
-Contributions are welcome! Please read the [contribution guidelines](CONTRIBUTING.md) first.
+Contributions are welcome! Please read the [contribution guidelines](./docs/code-of-conduct/contributing.md) first.
 
 <br>
 <h2>License</h2>
diff --git a/docs/readmes/README-CN.md b/docs/readmes/README-CN.md
index 9a6ddc23..37053f80 100644
--- a/docs/readmes/README-CN.md
+++ b/docs/readmes/README-CN.md
@@ -169,7 +169,8 @@ make run-server
 - [WeChat Group](https://github.com/TEN-framework/ASTRA.ai/discussions/170): 如果喜欢用微信群的社区，欢迎加入。
 - [Github Discussion](https://github.com/TEN-framework/astra.ai/discussions)：非常适合提供反馈和提问。
 - [GitHub Issues](https://github.com/TEN-framework/astra.ai/issues)：最适合报告错误和提出新功能。有关更多详细信息，请参阅我们的[贡献指南](./docs/code-of-conduct/contributing.md)。
-- [X（以前的Twitter）](https://twitter.com/intent/follow?screen_name=ten_platform)：非常适合分享您的代理并与社区互动。
+- [X（以前的Twitter）](https://img.shields.io/twitter/follow/AstraAIAgent?logo=X&color=%20%23f5f5f5)：非常适合分享您的代理并与社区互动。
+
 
 <br>
  <h2>代码贡献者</h2>
diff --git a/docs/readmes/README-JP.md b/docs/readmes/README-JP.md
index f41ccb35..a5148a14 100644
--- a/docs/readmes/README-JP.md
+++ b/docs/readmes/README-JP.md
@@ -144,7 +144,8 @@ make run-server
 - [WeChat Group](https://github.com/TEN-framework/ASTRA.ai/discussions/170): WeChat グループのコミュニティが好きな方は、ぜひご参加ください。
 - [Github Discussion](https://github.com/TEN-framework/astra.ai/discussions)：フィードバックを提供し、質問するのに最適です。
 - [GitHub Issues](https://github.com/TEN-framework/astra.ai/issues)：バグを報告し、新機能を提案するのに最適です。詳細については、[貢献ガイドライン](./docs/code-of-conduct/contributing.md)をご覧ください。
-- [X（以前のTwitter）](https://twitter.com/intent/follow?screen_name=ten_platform)：エージェントを共有し、コミュニティと交流するのに最適です。
+- [X（以前のTwitter）](https://img.shields.io/twitter/follow/AstraAIAgent?logo=X&color=%20%23f5f5f5)：エージェントを共有し、コミュニティと交流するのに最適です。
+
 
 <br>
  <h2>コード貢献者</h2>
diff --git a/docs/readmes/README-KR.md b/docs/readmes/README-KR.md
index 9e5d0c3e..fcf659ab 100644
--- a/docs/readmes/README-KR.md
+++ b/docs/readmes/README-KR.md
@@ -144,7 +144,8 @@ make run-server
 - [Discord](https://discord.gg/VnPftUzAMJ): Ideal for sharing your applications and engaging with the community.
 - [GitHub Discussion](https://github.com/TEN-framework/astra.ai/discussions): Perfect for providing feedback and asking questions.
 - [GitHub Issues](https://github.com/TEN-framework/astra.ai/issues): Best for reporting bugs and proposing new features. Refer to our [contribution guidelines](./docs/code-of-conduct/contributing.md) for more details.
-- [X (formerly Twitter)](https://twitter.com/intent/follow?screen_name=ten_platform): Great for sharing your agents and interacting with the community.
+- [X (formerly Twitter)](https://img.shields.io/twitter/follow/AstraAIAgent?logo=X&color=%20%23f5f5f5): Great for sharing your agents and interacting with the community.
+
 
  <br>
  <h2>코드 기여자</h2>