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105 lines
2.7 KiB
Markdown
105 lines
2.7 KiB
Markdown
# CLI Call System
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## One-Liner
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**The CLI Call System is a unified AI model invocation framework** — Provides a consistent interface for calling multiple AI models (Gemini, Qwen, Codex, Claude) with standardized prompts, modes, and templates.
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---
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## Pain Points Solved
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| Pain Point | Current State | CLI Call Solution |
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|------------|---------------|-------------------|
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| **Single model limitation** | Can only use one AI model | Multi-model collaboration |
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| **Inconsistent prompts** | Different prompt formats per model | Unified prompt template |
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| **No mode control** | AI can modify files unexpectedly | analysis/write/review modes |
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| **No templates** | Reinvent prompts each time | 30+ pre-built templates |
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---
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## vs Traditional Methods
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| Dimension | Direct API | Individual CLIs | **CCW CLI** |
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|-----------|------------|-----------------|-------------|
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| Multi-model | Manual switch | Multiple tools | **Unified interface** |
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| Prompt format | Per-model | Per-tool | **Standardized template** |
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| Permission | Unclear | Unclear | **Explicit modes** |
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| Templates | None | None | **30+ templates** |
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---
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## Core Concepts
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| Concept | Description | Usage |
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|---------|-------------|-------|
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| **Tool** | AI model backend | `--tool gemini/qwen/codex/claude` |
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| **Mode** | Permission level | `analysis/write/review` |
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| **Template** | Pre-built prompt | `--rule analysis-review-code` |
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| **Session** | Conversation continuity | `--resume <id>` |
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---
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## Usage
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### Basic Command
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```bash
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ccw cli -p "Analyze authentication flow" --tool gemini --mode analysis
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```
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### With Template
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```bash
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ccw cli -p "PURPOSE: Security audit
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TASK: • Check SQL injection • Verify CSRF tokens
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MODE: analysis
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CONTEXT: @src/auth/**/*
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EXPECTED: Report with severity levels
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CONSTRAINTS: Focus on authentication" --tool gemini --mode analysis --rule analysis-assess-security-risks
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```
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### Session Resume
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```bash
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ccw cli -p "Continue analysis" --resume
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```
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---
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## Configuration
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```json
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// ~/.claude/cli-tools.json
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{
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"tools": {
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"gemini": {
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"enabled": true,
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"primaryModel": "gemini-2.5-flash",
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"tags": ["analysis", "debug"]
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},
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"qwen": {
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"enabled": true,
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"primaryModel": "coder-model"
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}
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}
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}
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```
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---
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## Available Templates
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| Category | Templates |
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|----------|-----------|
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| Analysis | `analysis-review-code`, `analysis-diagnose-bug`, `analysis-assess-security` |
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| Planning | `planning-plan-architecture`, `planning-breakdown-task` |
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| Development | `development-implement-feature`, `development-refactor-codebase` |
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---
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## Related Links
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- [Spec System](/features/spec) - Constraint injection
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- [Memory System](/features/memory) - Persistent context
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- [CodexLens](/features/codexlens) - Code indexing
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