# Auto-Trigger Integration Complete ✅

**Date:** 2026-01-27  
**Status:** ✅ All agents auto-routing enabled via Ralph

---

## What Was Added

### 1. Intelligent Router Hook
**File:** `~/.claude/hooks/intelligent-router.sh`

This hook automatically analyzes user prompts and suggests the best agent for the task. It runs on every `UserPromptSubmit` event.

**Routing Logic:**
- Analyzes task keywords and patterns
- Calculates confidence scores (threshold: 70%)
- Suggests appropriate agent command
- Covers ALL 21 integrated commands

### 2. Enhanced Ralph Command
**File:** `~/.claude/commands/ralph.md` (updated)

Ralph now:
- Has access to ALL integrated agents (Clawd, Prometheus, Dexto)
- Routes to best agent automatically
- Can orchestrate multi-agent workflows
- Removed `disable-model-invocation` for proper functionality

### 3. Enhanced Ralph Skill
**File:** `~/.claude/skills/ralph/enhanced-ralph.md` (new)

Complete documentation of all agents and routing patterns.

### 4. Updated Hooks Configuration
**File:** `~/.claude/hooks.json` (updated to v5)

Added `intelligent-router.sh` as the first hook in UserPromptSubmit chain.

---

## Auto-Routing Patterns

| Task Pattern | Routes To | Example |
|-------------|-----------|---------|
| "autonomous", "automatically", "on its own" | `/clawd` | "Handle this autonomously" |
| "architecture", "design system", "from scratch" | `/ralph` | "Design microservices architecture" |
| "bug", "fix", "reproduce", "regression" | `/prometheus-bug` | "Fix authentication bug" |
| "feature", "implement", "add functionality" | `/prometheus-feature` | "Add two-factor auth" |
| "code context", "how does", "explain" | `/prometheus-context` | "How does payment work?" |
| "github", "pr", "issue", "commit" | `/dexto-github` | "Analyze the pull request" |
| "pdf", "document", "summarize paper" | `/dexto-pdf` | "Summarize this document" |
| "generate image", "create picture", "ai art" | `/dexto-nano-banana` | "Generate an image" |
| "video", "sora", "generate clip" | `/dexto-sora` | "Create a video" |
| "music", "audio", "podcast", "beat" | `/dexto-music` | "Create a beat" |
| "database", "sql", "query", "schema" | `/dexto-database` | "Optimize this query" |
| "explore code", "analyze codebase" | `/dexto-explore` | "Explore this codebase" |
| "product name", "branding", "research" | `/dexto-research` | "Research product names" |
| "support ticket", "triage", "categorize" | `/dexto-triage` | "Triage this ticket" |

---

## How It Works

### User Experience

1. **User types a task:**
   ```
   Fix the authentication bug in the login system
   ```

2. **Intelligent Router analyzes:**
   - Detects "bug", "fix", "authentication" keywords
   - Matches to Prometheus Bug Analyzer (score: 85)
   - Confidence: high

3. **Suggestion appears:**
   ```
   💡 **Tip:** This is a code analysis task. Use Prometheus: `/prometheus "Fix the authentication bug in the login system"`
   ```

4. **User can:**
   - Click/tap the suggested command
   - Type it manually
   - Ignore and use default Claude
   - Use `/ralph` to let Ralph orchestrate

### Ralph Orchestration

When using `/ralph`, it:
1. Analyzes task requirements
2. Selects best agent automatically
3. For complex tasks, chains multiple agents:
   - Example: "Analyze code, find bugs, create fix plan"
   - Ralph chains: `dexto-explore` → `prometheus-bug` → `prometheus-feature`

---

## Examples

### Example 1: Bug Fix
```
User: "The login is broken after password reset"

Router detects: bug pattern
Suggestion: 💡 Use Prometheus: `/prometheus-bug "The login is broken after password reset"`
```

### Example 2: Image Generation
```
User: "Create an image of a cyberpunk city"

Router detects: image generation pattern
Suggestion: 💡 Use Dexto nano-banana agent: `/dexto-nano-banana "Create an image of a cyberpunk city"`
```

### Example 3: Architecture Design
```
User: "Design a scalable e-commerce backend"

Router detects: architecture pattern
Suggestion: 💡 This is a complex architecture task. Ralph can help: `/ralph "Design a scalable e-commerce backend"`
```

### Example 4: Autonomous Execution
```
User: "Automatically deploy the application to production"

Router detects: autonomous pattern
Suggestion: 💡 This task looks suitable for autonomous execution. Consider using: `/clawd "Automatically deploy the application to production"`
```

---

## Configuration

### Enable/Disable Router

Edit `~/.claude/hooks.json`:
```json
{
  "type": "command",
  "command": "/home/roman/.claude/hooks/intelligent-router.sh",
  "timeout": 10
}
```

### Adjust Confidence Threshold

Edit `~/.claude/hooks/intelligent-router.sh`:
```bash
if [ "$SCORE" -ge 70 ]; then  # Change 70 to desired threshold
```

### Add New Patterns

Add to the detect patterns in `intelligent-router.sh`:
```bash
if echo "$prompt" | grep -qiE "(your|pattern)"; then
    best_agent="your-agent"
    best_score=80
fi
```

---

## Testing

Test the router:
```bash
# Test various patterns
echo "Fix this bug" | ~/.claude/hooks/intelligent-router.sh
echo "Generate an image" | ~/.claude/hooks/intelligent-router.sh
echo "Design architecture" | ~/.claude/hooks/intelligent-router.sh
echo "Handle this autonomously" | ~/.claude/hooks/intelligent-router.sh
```

---

## Files Modified/Created

```
~/.claude/
├── hooks/
│   ├── intelligent-router.sh       # NEW - Auto-routing logic
│   └── hooks.json                  # UPDATED - v5 with router
├── commands/
│   └── ralph.md                    # UPDATED - Enhanced capabilities
└── skills/
    └── ralph/
        └── enhanced-ralph.md       # NEW - Documentation
```

---

## Health Check

```bash
~/.claude/health-check.sh
```

**Status:** ✅ All systems operational (291 skills)

---

## Summary

Your Claude Code CLI now has **intelligent auto-routing** that:

1. ✅ **Detects task type** from natural language
2. ✅ **Suggests best agent** automatically
3. ✅ **Routes via Ralph** for complex orchestration
4. ✅ **Covers all 21 commands** (Clawd, Prometheus, Dexto)
5. ✅ **Runs on every prompt** via hooks

**Just describe your task and the system will guide you to the best tool! 🎯**