diff --git a/README.md b/README.md
index 7f011997..3231a58c 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,6 @@
 [![](https://img.shields.io/github/issues/xerrors/Yuxi?color=F48D73)](https://github.com/xerrors/Yuxi/issues)
 [![License](https://img.shields.io/github/license/bitcookies/winrar-keygen.svg?logo=github)](https://github.com/xerrors/Yuxi/blob/main/LICENSE)
 [![DeepWiki](https://img.shields.io/badge/DeepWiki-blue.svg)](https://deepwiki.com/xerrors/Yuxi)
-[![zread](https://img.shields.io/badge/Ask_Zread-_.svg?style=flat&color=00b0aa&labelColor=000000&logo=data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQuOTYxNTYgMS42MDAxSDIuMjQxNTZDMS44ODgxIDEuNjAwMSAxLjYwMTU2IDEuODg2NjQgMS42MDE1NiAyLjI0MDFWNC45NjAxQzEuNjAxNTYgNS4zMTM1NiAxLjg4ODEgNS42MDAxIDIuMjQxNTYgNS42MDAxSDQuOTYxNTZDNS4zMTUwMiA1LjYwMDEgNS42MDE1NiA1LjMxMzU2IDUuNjAxNTYgNC45NjAxVjIuMjQwMUM1LjYwMTU2IDEuODg2NjQgNS4zMTUwMiAxLjYwMDEgNC45NjE1NiAxLjYwMDFaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00Ljk2MTU2IDEwLjM5OTlIMi4yNDE1NkMxLjg4ODEgMTAuMzk5OSAxLjYwMTU2IDEwLjY4NjQgMS42MDE1NiAxMS4wMzk5VjEzLjc1OTlDMS42MDE1NiAxNC4xMTM0IDEuODg4MSAxNC4zOTk5IDIuMjQxNTYgMTQuMzk5OUg0Ljk2MTU2QzUuMzE1MDIgMTQuMzk5OSA1LjYwMTU2IDE0LjExMzQgNS42MDE1NiAxMy43NTk5VjExLjAzOTlDNS42MDE1NiAxMC42ODY0IDUuMzE1MDIgMTAuMzk5OSA0Ljk2MTU2IDEwLjM5OTlaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik0xMy43NTg0IDEuNjAwMUgxMS4wMzg0QzEwLjY4NSAxLjYwMDEgMTAuMzk4NCAxLjg4NjY0IDEwLjM5ODQgMi4yNDAxVjQuOTYwMUMxMC4zOTg0IDUuMzEzNTYgMTAuNjg1IDUuNjAwMSAxMS4wMzg0IDUuNjAwMUgxMy43NTg0QzE0LjExMTkgNS42MDAxIDE0LjM5ODQgNS4zMTM1NiAxNC4zOTg0IDQuOTYwMVYyLjI0MDFDMTQuMzk4NCAxLjg4NjY0IDE0LjExMTkgMS42MDAxIDEzLjc1ODQgMS42MDAxWiIgZmlsbD0iI2ZmZiIvPgo8cGF0aCBkPSJNNCAxMkwxMiA0TDQgMTJaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00IDEyTDEyIDQiIHN0cm9rZT0iI2ZmZiIgc3Ryb2tlLXdpZHRoPSIxLjUiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIvPgo8L3N2Zz4K&logoColor=ffffff)](https://zread.ai/xerrors/Yuxi)
 [![demo](https://img.shields.io/badge/demo-00A1D6.svg?style=flat&logo=bilibili&logoColor=white)](https://www.bilibili.com/video/BV1DF14BTETq/)
 
 
@@ -17,7 +16,7 @@
 
 </div>
 
-![arch](https://xerrors.oss-cn-shanghai.aliyuncs.com/github/gpt-iamge-2-arch.png)
+![arch](https://xerrors.oss-cn-shanghai.aliyuncs.com/github/arch.png)
 
 
 **图由 GPT-Image-2 生成*
@@ -49,23 +48,22 @@
 ## 最新动态
 
 
-<details open>
+<details>
 <summary>[2026/06] v0.7.0 开发中（重要不兼容变更）</summary>
 
-
-</details>
-
-### 重大变更
+**重大变更**
 
 - **模型配置收敛**：移除旧版 v1 模型配置与 Ollama 支持，运行时统一使用 `provider_id:model_id` 与独立 provider 模块，自定义 provider 迁移到数据库
 - **智能体运行时收敛**：用户可见的 `AgentConfig` 收敛为数据库持久化的一级 `Agent`，新增 `/api/agent` 管理与运行接口，前端只提交 `agent_id`
 - **知识库能力收敛**：以 Yuxi 自研的 Milvus 知识库/图谱构建、展示、检索链路替换历史 LightRAG 集成，并移除 Upload 类型；知识库类型收敛为 **Milvus** 与只读连接器（**Dify**、**Notion**），减少历史集成带来的兼容性问题
 - **Skill 安装与权限收敛**：以 `source_type / share_config / enabled` 表达来源、生效范围与启用状态；内置 Skill 启动自动入库并默认全局启用，上传/远程统一改为「解析草稿 → 确认安装」
-- **用户身份命名收敛**：业务登录标识统一为字符串 `uid`
 
 
 
 详见 [changelog](docs/develop-guides/changelog.md)。
+
+</details>
+
 <details>
 <summary>[2026/04/01] v0.6.0 版本发布</summary>