diff --git a/README.md b/README.md
index 7f221d8b..f423d467 100644
--- a/README.md
+++ b/README.md
@@ -675,7 +675,8 @@ to keep improving.
 
 ## EverMind Ecosystems
 
-EverMind is an open-source ecosystem for long-term memory, self-evolving agents, and memory evaluation.
+EverMind is an open-source ecosystem for long-term memory, self-evolving
+agents, AI-native interfaces, and memory evaluation.
 
 <table>
 <tr>
@@ -686,6 +687,10 @@ EverMind is an open-source ecosystem for long-term memory, self-evolving agents,
 <td><a href="https://github.com/EverMind-AI/EverOS">EverOS</a> - the local memory operating system and research-backed runtime for agent and user memory.</td>
 </tr>
 <tr>
+<td><strong>Self-Improving Agent Harness</strong></td>
+<td><a href="https://github.com/EverMind-AI/Raven">Raven</a> - the self-improving agent harness that brings memory, proactivity, context control, and skill evolution into terminal-native agents.</td>
+</tr>
+<tr>
 <td><strong>Algorithm Engine</strong></td>
 <td><a href="https://github.com/EverMind-AI/EverAlgo">EverAlgo</a> - stateless extraction, ranking, parsing, and memory operators that power EverOS.</td>
 </tr>
diff --git a/README.zh-CN.md b/README.zh-CN.md
index b7a899e9..5a52e92c 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -683,7 +683,7 @@ builders 发现这个项目，也会给 memory ecosystem 一个更强的信号
 
 ## EverMind 生态
 
-EverMind 是一个面向长期记忆、自进化 Agent 和记忆评测的开源生态。
+EverMind 是一个面向长期记忆、自进化 Agent、AI-native interfaces 和记忆评测的开源生态。
 
 <table>
 <tr>
@@ -694,6 +694,10 @@ EverMind 是一个面向长期记忆、自进化 Agent 和记忆评测的开源
 <td><a href="https://github.com/EverMind-AI/EverOS">EverOS</a> - 本地记忆操作系统，以及有研究支撑的 Agent 和用户记忆 runtime。</td>
 </tr>
 <tr>
+<td><strong>Self-Improving Agent Harness</strong></td>
+<td><a href="https://github.com/EverMind-AI/Raven">Raven</a> - The Self-Improving Agent Harness，把记忆、主动性、上下文控制和 skill evolution 带进终端原生 Agent。</td>
+</tr>
+<tr>
 <td><strong>算法引擎</strong></td>
 <td><a href="https://github.com/EverMind-AI/EverAlgo">EverAlgo</a> - stateless extraction、ranking、parsing 和 memory operators，为 EverOS 提供算法能力。</td>
 </tr>