diff --git a/README.md b/README.md
index b5d9b85..49a1263 100644
--- a/README.md
+++ b/README.md
@@ -8,20 +8,15 @@ Convert Kiro accounts to OpenAI / Anthropic compatible API service.
 
 [English](README.md) | [中文](README_CN.md)
 
+If this project helps you, a Star would mean a lot.
+
 ## Features
 
-- 🔄 **Anthropic Claude API** - Full support for `/v1/messages` endpoint
-- 🤖 **OpenAI Chat API** - Compatible with `/v1/chat/completions`
-- ⚖️ **Multi-Account Pool** - Round-robin load balancing
-- 🔐 **Auto Token Refresh** - Seamless token management
-- 📡 **Streaming** - Real-time SSE responses
-- 🎛️ **Web Admin Panel** - Easy account management
-- 🔑 **Multiple Auth Methods** - AWS Builder ID, IAM Identity Center (Enterprise SSO), SSO Token, Local Cache, Credentials
-- 📊 **Usage Tracking** - Monitor requests, tokens, and credits
-- 📦 **Account Export/Import** - Compatible with Kiro Account Manager format
-- 🔄 **Dynamic Model List** - Auto-synced from Kiro API with caching
-- 🔔 **Version Update Check** - Automatic new version notification
-- 🌐 **i18n** - Chinese / English admin panel
+- Anthropic `/v1/messages` & OpenAI `/v1/chat/completions`
+- Multi-account pool with round-robin load balancing
+- Auto token refresh, SSE streaming, Web admin panel
+- Multiple auth: AWS Builder ID, IAM Identity Center (Enterprise SSO), SSO Token, local cache, credentials JSON
+- Usage tracking, account import/export, i18n (CN / EN)
 
 ## Quick Start
 
@@ -30,19 +25,13 @@ Convert Kiro accounts to OpenAI / Anthropic compatible API service.
 ```bash
 git clone https://github.com/Quorinex/Kiro-Go.git
 cd Kiro-Go
-
-# Create data directory for persistence
 mkdir -p data
-
 docker-compose up -d
 ```
 
 ### Docker Run
 
 ```bash
-# Create data directory
-mkdir -p /path/to/data
-
 docker run -d \
   --name kiro-go \
   -p 8080:8080 \
@@ -52,8 +41,6 @@ docker run -d \
   ghcr.io/quorinex/kiro-go:latest
 ```
 
-> 📁 The `/app/data` volume stores `config.json` with accounts and settings. Mount it for data persistence.
-
 ### Build from Source
 
 ```bash
@@ -63,22 +50,29 @@ go build -o kiro-go .
 ./kiro-go
 ```
 
-## Configuration
+Config is auto-created at `data/config.json`. Mount `/app/data` for persistence. The default admin password is `changeme` — override it via the `ADMIN_PASSWORD` env var or change it in the admin panel before going to production.
 
-Config file is auto-created at `data/config.json` on first run:
+## Usage
 
-```json
-{
-  "password": "changeme",
-  "port": 8080,
-  "host": "127.0.0.1",
-  "requireApiKey": false,
-  "apiKey": "",
-  "accounts": []
-}
+Open `http://localhost:8080/admin`, log in, add accounts, then call the API:
+
+```bash
+# Claude
+curl http://localhost:8080/v1/messages \
+  -H "Content-Type: application/json" \
+  -H "anthropic-version: 2023-06-01" \
+  -d '{"model":"claude-sonnet-4.5","max_tokens":1024,"messages":[{"role":"user","content":"Hello!"}]}'
+
+# OpenAI
+curl http://localhost:8080/v1/chat/completions \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer any" \
+  -d '{"model":"gpt-4o","messages":[{"role":"user","content":"Hello!"}]}'
 ```
 
-> ⚠️ **Change the default password before production use!**
+## Thinking Mode
+
+Append a suffix (default `-thinking`) to the model name, e.g. `claude-sonnet-4.5-thinking`. Configure output format in the admin panel under Settings - Thinking Mode.
 
 ## Environment Variables
 
@@ -87,168 +81,17 @@ Config file is auto-created at `data/config.json` on first run:
 | `CONFIG_PATH` | Config file path | `data/config.json` |
 | `ADMIN_PASSWORD` | Admin panel password (overrides config) | - |
 
-## Usage
+## Contributing
 
-### 1. Access Admin Panel
+Friendly discussion is welcome. If you run into issues, try asking Claude Code, Codex, or similar tools for help first — most problems can be solved that way. PRs are even better.
 
-Open `http://localhost:8080/admin` and login with your password.
+## Friend Links
 
-### 2. Add Accounts
-
-Multiple methods available:
-
-| Method | Description |
-|--------|-------------|
-| **AWS Builder ID** | Login with AWS Builder ID (personal accounts) |
-| **IAM Identity Center (Enterprise SSO)** | Login with IAM Identity Center (enterprise accounts) |
-| **SSO Token** | Import `x-amz-sso_authn` token from browser |
-| **Kiro Local Cache** | Import from local Kiro IDE cache files |
-| **Credentials JSON** | Import JSON from Kiro Account Manager |
-
-#### Credentials Format
-
-```json
-{
-  "refreshToken": "eyJ...",
-  "accessToken": "eyJ...",
-  "clientId": "xxx",
-  "clientSecret": "xxx"
-}
-```
-
-### 3. Call API
-
-#### Claude API
-
-```bash
-curl http://localhost:8080/v1/messages \
-  -H "Content-Type: application/json" \
-  -H "anthropic-version: 2023-06-01" \
-  -d '{
-    "model": "claude-sonnet-4-20250514",
-    "max_tokens": 1024,
-    "messages": [{"role": "user", "content": "Hello!"}]
-  }'
-```
-
-#### OpenAI API
-
-```bash
-curl http://localhost:8080/v1/chat/completions \
-  -H "Content-Type: application/json" \
-  -H "Authorization: Bearer any" \
-  -d '{
-    "model": "gpt-4o",
-    "messages": [{"role": "user", "content": "Hello!"}]
-  }'
-```
-
-## Model Mapping
-
-| Request Model | Actual Model |
-|---------------|--------------|
-| `claude-sonnet-4-20250514` | claude-sonnet-4-20250514 |
-| `claude-sonnet-4.5` | claude-sonnet-4.5 |
-| `claude-haiku-4.5` | claude-haiku-4.5 |
-| `claude-opus-4.5` | claude-opus-4.5 |
-| `claude-opus-4.6` | claude-opus-4.6 |
-| `gpt-4o`, `gpt-4` | claude-sonnet-4-20250514 |
-| `gpt-3.5-turbo` | claude-sonnet-4-20250514 |
-
-## Thinking Mode
-
-Enable extended thinking by adding a suffix to the model name (default: `-thinking`).
-
-### Usage
-
-```bash
-# OpenAI API with thinking
-curl http://localhost:8080/v1/chat/completions \
-  -H "Content-Type: application/json" \
-  -d '{
-    "model": "claude-sonnet-4.5-thinking",
-    "messages": [{"role": "user", "content": "Solve this step by step: 15 * 23"}],
-    "stream": true
-  }'
-
-# Claude API with thinking
-curl http://localhost:8080/v1/messages \
-  -H "Content-Type: application/json" \
-  -H "anthropic-version: 2023-06-01" \
-  -d '{
-    "model": "claude-sonnet-4.5-thinking",
-    "max_tokens": 4096,
-    "messages": [{"role": "user", "content": "Analyze this problem"}]
-  }'
-```
-
-### Configuration
-
-Configure thinking mode in the Admin Panel under **Settings > Thinking Mode Settings**:
-
-| Setting | Description | Options |
-|---------|-------------|---------|
-| **Trigger Suffix** | Model name suffix to enable thinking | Default: `-thinking` (customizable, e.g., `-think`, `-reason`) |
-| **OpenAI Output Format** | How thinking content is returned in OpenAI API | `reasoning_content` (DeepSeek compatible), `<thinking>` tag, `<think>` tag |
-| **Claude Output Format** | How thinking content is returned in Claude API | `<thinking>` tag (default), `<think>` tag, plain text |
-
-### Output Formats
-
-**OpenAI API (`/v1/chat/completions`)**:
-- `reasoning_content` - Thinking in separate `reasoning_content` field (DeepSeek compatible)
-- `thinking` - Thinking wrapped in `<thinking>...</thinking>` tags in content
-- `think` - Thinking wrapped in `<think>...</think>` tags in content
-
-**Claude API (`/v1/messages`)**:
-- `thinking` - Thinking wrapped in `<thinking>...</thinking>` tags (default)
-- `think` - Thinking wrapped in `<think>...</think>` tags
-- `reasoning_content` - Plain text output
-
-## API Endpoints
-
-| Endpoint | Description |
-|----------|-------------|
-| `GET /health` | Health check |
-| `GET /v1/models` | List models |
-| `GET /v1/stats` | Statistics |
-| `POST /v1/messages` | Claude Messages API |
-| `POST /v1/messages/count_tokens` | Token counting |
-| `POST /v1/chat/completions` | OpenAI Chat API |
-| `GET /admin` | Admin panel |
-
-## Project Structure
-
-```
-Kiro-Go/
-├── main.go              # Entry point
-├── version.json         # Version info for update check
-├── config/              # Configuration management
-├── pool/                # Account pool & load balancing
-├── proxy/               # API handlers & Kiro client
-│   ├── handler.go       # HTTP routing & admin API
-│   ├── kiro.go          # Kiro API client
-│   ├── kiro_api.go      # Kiro REST API (usage, models)
-│   └── translator.go    # Request/response conversion
-├── auth/                # Authentication
-│   ├── builderid.go     # AWS Builder ID login
-│   ├── iam_sso.go       # IAM SSO login
-│   ├── oidc.go          # OIDC token refresh
-│   └── sso_token.go     # SSO token import
-├── web/                 # Admin panel frontend
-├── Dockerfile
-└── docker-compose.yml
-```
+- [LINUX DO](https://linux.do)
 
 ## Disclaimer
 
-This project is provided for **educational and research purposes only**.
-
-- This software is not affiliated with, endorsed by, or associated with Amazon, AWS, or Kiro in any way
-- Users are solely responsible for ensuring their use complies with all applicable terms of service and laws
-- The authors assume no liability for any misuse or violations arising from the use of this software
-- Use at your own risk
-
-By using this software, you acknowledge that you have read and understood this disclaimer.
+For educational and research purposes only. Not affiliated with Amazon, AWS, or Kiro. Users are responsible for complying with applicable terms of service and laws. Use at your own risk.
 
 ## License
 
diff --git a/README_CN.md b/README_CN.md
index 750884b..b6b79d2 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -8,20 +8,15 @@
 
 [English](README.md) | 中文
 
+如果这个项目帮到了你，欢迎点个 Star 支持一下。
+
 ## 功能特性
 
-- 🔄 **Anthropic Claude API** - 完整支持 `/v1/messages` 端点
-- 🤖 **OpenAI Chat API** - 兼容 `/v1/chat/completions`
-- ⚖️ **多账号池** - 轮询负载均衡
-- 🔐 **自动刷新 Token** - 无缝 Token 管理
-- 📡 **流式响应** - 实时 SSE 输出
-- 🎛️ **Web 管理面板** - 便捷的账号管理
-- 🔑 **多种认证方式** - AWS Builder ID、IAM Identity Center (企业 SSO)、SSO Token、本地缓存、凭证 JSON
-- 📊 **用量追踪** - 监控请求数、Token、Credits
-- 📦 **账号导入导出** - 兼容 Kiro Account Manager 格式
-- 🔄 **动态模型列表** - 自动从 Kiro API 同步并缓存
-- 🔔 **版本更新检测** - 自动提醒新版本
-- 🌐 **中英双语** - 管理面板支持中文 / 英文
+- Anthropic `/v1/messages` 与 OpenAI `/v1/chat/completions`
+- 多账号池轮询负载均衡
+- 自动 Token 刷新、SSE 流式输出、Web 管理面板
+- 多种认证方式：AWS Builder ID、IAM Identity Center (企业 SSO)、SSO Token、本地缓存、凭证 JSON
+- 用量追踪、账号导入导出、中英双语
 
 ## 快速开始
 
@@ -30,19 +25,13 @@
 ```bash
 git clone https://github.com/Quorinex/Kiro-Go.git
 cd Kiro-Go
-
-# 创建数据目录用于持久化
 mkdir -p data
-
 docker-compose up -d
 ```
 
 ### Docker 运行
 
 ```bash
-# 创建数据目录
-mkdir -p /path/to/data
-
 docker run -d \
   --name kiro-go \
   -p 8080:8080 \
@@ -52,8 +41,6 @@ docker run -d \
   ghcr.io/quorinex/kiro-go:latest
 ```
 
-> 📁 `/app/data` 卷存储 `config.json`（包含账号和设置），挂载此目录以实现数据持久化。
-
 ### 源码编译
 
 ```bash
@@ -63,22 +50,29 @@ go build -o kiro-go .
 ./kiro-go
 ```
 
-## 配置
+首次运行会在 `data/config.json` 自动生成配置，挂载 `/app/data` 以持久化。默认管理密码为 `changeme`，生产环境请务必通过 `ADMIN_PASSWORD` 环境变量或在管理面板中修改。
 
-首次运行会自动创建 `data/config.json`：
+## 使用方法
 
-```json
-{
-  "password": "changeme",
-  "port": 8080,
-  "host": "127.0.0.1",
-  "requireApiKey": false,
-  "apiKey": "",
-  "accounts": []
-}
+访问 `http://localhost:8080/admin` 登录、添加账号，然后调用 API：
+
+```bash
+# Claude
+curl http://localhost:8080/v1/messages \
+  -H "Content-Type: application/json" \
+  -H "anthropic-version: 2023-06-01" \
+  -d '{"model":"claude-sonnet-4.5","max_tokens":1024,"messages":[{"role":"user","content":"你好！"}]}'
+
+# OpenAI
+curl http://localhost:8080/v1/chat/completions \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer any" \
+  -d '{"model":"gpt-4o","messages":[{"role":"user","content":"你好！"}]}'
 ```
 
-> ⚠️ **生产环境请务必修改默认密码！**
+## 思考模式
+
+在模型名后加后缀（默认 `-thinking`）即可启用，例如 `claude-sonnet-4.5-thinking`。输出格式可在管理面板「设置 - Thinking 模式」中配置。
 
 ## 环境变量
 
@@ -87,168 +81,17 @@ go build -o kiro-go .
 | `CONFIG_PATH` | 配置文件路径 | `data/config.json` |
 | `ADMIN_PASSWORD` | 管理面板密码（覆盖配置文件） | - |
 
-## 使用方法
+## 参与贡献
 
-### 1. 访问管理面板
+欢迎友好交流。遇到问题时，建议先让 Claude Code、Codex 等工具帮忙排查一下，大部分问题都能自己解决。如果能直接提个 PR 就更好了。
 
-打开 `http://localhost:8080/admin`，输入密码登录。
+## 友情链接
 
-### 2. 添加账号
-
-支持多种方式：
-
-| 方式 | 说明 |
-|------|------|
-| **AWS Builder ID** | 通过 AWS Builder ID 授权登录（个人账号） |
-| **IAM Identity Center (企业 SSO) 登录** | 通过 IAM Identity Center (企业 SSO) 授权登录（企业账号） |
-| **SSO Token** | 通过浏览器 `x-amz-sso_authn` Token 添加账号 |
-| **Kiro 本地缓存** | 通过 Kiro IDE 本地缓存文件添加账号 |
-| **凭证 JSON** | 通过 Kiro Account Manager 导出的凭证添加账号 |
-
-#### 凭证格式
-
-```json
-{
-  "refreshToken": "eyJ...",
-  "accessToken": "eyJ...",
-  "clientId": "xxx",
-  "clientSecret": "xxx"
-}
-```
-
-### 3. 调用 API
-
-#### Claude API
-
-```bash
-curl http://localhost:8080/v1/messages \
-  -H "Content-Type: application/json" \
-  -H "anthropic-version: 2023-06-01" \
-  -d '{
-    "model": "claude-sonnet-4-20250514",
-    "max_tokens": 1024,
-    "messages": [{"role": "user", "content": "你好！"}]
-  }'
-```
-
-#### OpenAI API
-
-```bash
-curl http://localhost:8080/v1/chat/completions \
-  -H "Content-Type: application/json" \
-  -H "Authorization: Bearer any" \
-  -d '{
-    "model": "gpt-4o",
-    "messages": [{"role": "user", "content": "你好！"}]
-  }'
-```
-
-## 模型映射
-
-| 请求模型 | 实际模型 |
-|---------|---------|
-| `claude-sonnet-4-20250514` | claude-sonnet-4-20250514 |
-| `claude-sonnet-4.5` | claude-sonnet-4.5 |
-| `claude-haiku-4.5` | claude-haiku-4.5 |
-| `claude-opus-4.5` | claude-opus-4.5 |
-| `claude-opus-4.6` | claude-opus-4.6 |
-| `gpt-4o`, `gpt-4` | claude-sonnet-4-20250514 |
-| `gpt-3.5-turbo` | claude-sonnet-4-20250514 |
-
-## 思考模式
-
-在模型名称后添加后缀（默认：`-thinking`）即可启用扩展思考模式。
-
-### 使用方法
-
-```bash
-# OpenAI API 启用思考
-curl http://localhost:8080/v1/chat/completions \
-  -H "Content-Type: application/json" \
-  -d '{
-    "model": "claude-sonnet-4.5-thinking",
-    "messages": [{"role": "user", "content": "一步步解决：15 * 23"}],
-    "stream": true
-  }'
-
-# Claude API 启用思考
-curl http://localhost:8080/v1/messages \
-  -H "Content-Type: application/json" \
-  -H "anthropic-version: 2023-06-01" \
-  -d '{
-    "model": "claude-sonnet-4.5-thinking",
-    "max_tokens": 4096,
-    "messages": [{"role": "user", "content": "分析这个问题"}]
-  }'
-```
-
-### 配置
-
-在管理面板的 **设置 > Thinking 模式设置** 中配置：
-
-| 设置 | 说明 | 选项 |
-|-----|------|------|
-| **触发后缀** | 启用思考的模型名称后缀 | 默认：`-thinking`（可自定义，如 `-think`、`-sikao`） |
-| **OpenAI 输出格式** | OpenAI API 中思考内容的返回方式 | `reasoning_content`（DeepSeek 兼容）、`<thinking>` 标签、`<think>` 标签 |
-| **Claude 输出格式** | Claude API 中思考内容的返回方式 | `<thinking>` 标签（默认）、`<think>` 标签、纯文本 |
-
-### 输出格式说明
-
-**OpenAI API (`/v1/chat/completions`)**：
-- `reasoning_content` - 思考内容放在单独的 `reasoning_content` 字段（DeepSeek 兼容）
-- `thinking` - 思考内容用 `<thinking>...</thinking>` 标签包裹在 content 中
-- `think` - 思考内容用 `<think>...</think>` 标签包裹在 content 中
-
-**Claude API (`/v1/messages`)**：
-- `thinking` - 思考内容用 `<thinking>...</thinking>` 标签包裹（默认）
-- `think` - 思考内容用 `<think>...</think>` 标签包裹
-- `reasoning_content` - 纯文本输出
-
-## API 端点
-
-| 端点 | 说明 |
-|-----|------|
-| `GET /health` | 健康检查 |
-| `GET /v1/models` | 模型列表 |
-| `GET /v1/stats` | 统计数据 |
-| `POST /v1/messages` | Claude Messages API |
-| `POST /v1/messages/count_tokens` | Token 计数 |
-| `POST /v1/chat/completions` | OpenAI Chat API |
-| `GET /admin` | 管理面板 |
-
-## 项目结构
-
-```
-Kiro-Go/
-├── main.go              # 入口
-├── version.json         # 版本信息（用于更新检测）
-├── config/              # 配置管理
-├── pool/                # 账号池 & 负载均衡
-├── proxy/               # API 处理 & Kiro 客户端
-│   ├── handler.go       # HTTP 路由 & 管理 API
-│   ├── kiro.go          # Kiro API 客户端
-│   ├── kiro_api.go      # Kiro REST API（用量、模型）
-│   └── translator.go    # 请求/响应转换
-├── auth/                # 认证
-│   ├── builderid.go     # AWS Builder ID 登录
-│   ├── iam_sso.go       # IAM SSO 登录
-│   ├── oidc.go          # OIDC Token 刷新
-│   └── sso_token.go     # SSO Token 导入
-├── web/                 # 管理面板前端
-├── Dockerfile
-└── docker-compose.yml
-```
+- [LINUX DO](https://linux.do)
 
 ## 免责声明
 
-本项目仅供**学习和研究目的**使用。
-
-- 本软件与 Amazon、AWS 或 Kiro 没有任何关联、认可或合作关系
-- 用户需自行确保其使用行为符合所有适用的服务条款和法律法规
-- 作者不对因使用本软件而产生的任何滥用或违规行为承担责任
-- 使用风险自负
-
-使用本软件即表示您已阅读并理解本免责声明。
+本项目仅供学习和研究目的使用，与 Amazon、AWS 或 Kiro 没有任何关联。用户需自行确保使用行为符合所有适用的服务条款和法律法规，使用风险自负。
 
 ## 许可证