SuperCharged-Claude-Code-Upgrade/AUTO-TRIGGER-SUMMARY.md

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:

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

Adjust Confidence Threshold

Edit ~/.claude/hooks/intelligent-router.sh:

if [ "$SCORE" -ge 70 ]; then  # Change 70 to desired threshold

Add New Patterns

Add to the detect patterns in intelligent-router.sh:

if echo "$prompt" | grep -qiE "(your|pattern)"; then
    best_agent="your-agent"
    best_score=80
fi

---

Testing

Test the router:

# 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

~/.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! 🎯