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docs: 添加语义化 CLI 调用说明
- 用户语义指定 CLI 工具,系统自动调用 - 支持协同、并行、迭代、流水线等编排模式 - 示例:'使用 Gemini 和 Codex 协同分析'
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47
README.md
47
README.md
@@ -138,6 +138,53 @@ qwen --version
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---
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## 🎭 Semantic CLI Invocation
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Users can **semantically specify CLI tools** in prompts - the system automatically invokes the corresponding CLI for analysis.
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### Basic Invocation
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| User Prompt | System Action |
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|-------------|---------------|
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| "Use Gemini to analyze the auth module" | Auto-invoke `gemini` CLI for analysis |
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| "Let Codex review this code" | Auto-invoke `codex` CLI for review |
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| "Ask Qwen about performance optimization" | Auto-invoke `qwen` CLI for consultation |
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### Multi-CLI Orchestration
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Users can semantically orchestrate multiple CLIs in a single prompt:
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| Pattern | User Prompt Example |
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|---------|---------------------|
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| 🔄 **Collaborative** | "Use Gemini and Codex to collaboratively analyze security vulnerabilities" |
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| ⚡ **Parallel** | "Have Gemini, Codex, and Qwen analyze the architecture in parallel" |
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| 🔁 **Iterative** | "Use Gemini to diagnose, then Codex to fix, iterate until resolved" |
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| 🔗 **Pipeline** | "Gemini designs the solution, Codex implements, Claude reviews" |
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### Examples
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```text
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# Single CLI invocation
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User: "Use Gemini to analyze the database query performance"
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→ System auto-calls: gemini CLI with analysis task
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# Collaborative analysis
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User: "Use Gemini and Codex to collaboratively review the authentication flow"
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→ System auto-calls: gemini + codex CLIs, synthesizes results
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# Parallel multi-perspective
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User: "Have all available CLIs analyze this architecture design in parallel"
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→ System auto-calls: gemini, codex, qwen in parallel → merged report
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# Sequential pipeline
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User: "Use Gemini to plan the refactoring, then Codex to implement it"
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→ System auto-calls: gemini (plan) → codex (implement) sequentially
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```
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> 💡 **Key**: Just describe which CLI to use and what to do - CCW handles the invocation automatically.
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---
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## 🔍 ACE Tool Configuration
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ACE (Augment Context Engine) provides powerful semantic code search.
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