diff --git a/WORKFLOW_GUIDE.md b/WORKFLOW_GUIDE.md
index 580010be..06b7f9a4 100644
--- a/WORKFLOW_GUIDE.md
+++ b/WORKFLOW_GUIDE.md
@@ -645,6 +645,45 @@ System auto-evaluates complexity based on these keywords:
 
 ---
 
+## Semantic CLI Invocation
+
+Users can **semantically specify CLI tools** in prompts - the system automatically invokes the corresponding CLI.
+
+### Basic Invocation
+
+| User Prompt | System Action |
+|-------------|---------------|
+| "Use Gemini to analyze the auth module" | Auto-invoke `gemini` CLI for analysis |
+| "Let Codex review this code" | Auto-invoke `codex` CLI for review |
+| "Ask Qwen about performance optimization" | Auto-invoke `qwen` CLI for consultation |
+
+### Multi-CLI Orchestration
+
+| Pattern | User Prompt Example |
+|---------|---------------------|
+| **Collaborative** | "Use Gemini and Codex to collaboratively analyze security vulnerabilities" |
+| **Parallel** | "Have Gemini, Codex, and Qwen analyze the architecture in parallel" |
+| **Iterative** | "Use Gemini to diagnose, then Codex to fix, iterate until resolved" |
+| **Pipeline** | "Gemini designs the solution, Codex implements, Claude reviews" |
+
+### Custom CLI Registration
+
+Register **any API as a custom CLI** via Dashboard interface:
+
+```bash
+ccw view  # Open Dashboard → Status → API Settings → Add Custom CLI
+```
+
+| Field | Example |
+|-------|---------|
+| **Name** | `deepseek` |
+| **Endpoint** | `https://api.deepseek.com/v1/chat` |
+| **API Key** | `your-api-key` |
+
+> Register once, invoke semantically forever - no code changes needed.
+
+---
+
 ## ACE Tool Configuration
 
 ACE (Augment Context Engine) provides powerful semantic code search. Two configuration methods available:
diff --git a/WORKFLOW_GUIDE_CN.md b/WORKFLOW_GUIDE_CN.md
index 776686d2..f5ec8467 100644
--- a/WORKFLOW_GUIDE_CN.md
+++ b/WORKFLOW_GUIDE_CN.md
@@ -644,6 +644,45 @@ Phase 3: Synthesis Integration
 
 ---
 
+## 语义化 CLI 调用
+
+用户可以在提示词中 **语义指定 CLI 工具** - 系统自动调用对应的 CLI。
+
+### 基础调用
+
+| 用户提示词 | 系统动作 |
+|------------|----------|
+| "使用 Gemini 分析 auth 模块" | 自动调用 `gemini` CLI 进行分析 |
+| "让 Codex 审查这段代码" | 自动调用 `codex` CLI 进行审查 |
+| "问问 Qwen 性能优化建议" | 自动调用 `qwen` CLI 进行咨询 |
+
+### 多 CLI 编排
+
+| 模式 | 用户提示词示例 |
+|------|----------------|
+| **协同分析** | "使用 Gemini 和 Codex 协同分析安全漏洞" |
+| **并行执行** | "让 Gemini、Codex、Qwen 并行分析架构设计" |
+| **迭代优化** | "用 Gemini 诊断问题，然后 Codex 修复，迭代直到解决" |
+| **流水线** | "Gemini 设计方案，Codex 实现，Claude 审查" |
+
+### 自定义 CLI 注册
+
+通过 Dashboard 界面 **注册任意 API 为自定义 CLI**：
+
+```bash
+ccw view  # 打开 Dashboard → Status → API Settings → 添加自定义 CLI
+```
+
+| 字段 | 示例 |
+|------|------|
+| **名称** | `deepseek` |
+| **端点** | `https://api.deepseek.com/v1/chat` |
+| **API Key** | `your-api-key` |
+
+> 注册一次，永久语义调用 - 无需修改代码。
+
+---
+
 ## ACE Tool 配置
 
 ACE (Augment Context Engine) 提供强大的语义代码搜索能力。两种配置方式：