9
Specialized Agents
28
MCP Servers
8
Pipelines
59
Codex Terms
99.6%
Error Prevention

## 🎯 What is StringRay?

StringRay is an enterprise-grade AI orchestration framework that provides intelligent task routing, systematic error prevention, and comprehensive monitoring for AI-driven development workflows.

## 🧠 Intelligent Agents

### 🛡️ Enforcer

Codex compliance & error prevention. Central coordinator for all rule enforcement.

### 🏗️ Architect

System design & technical decisions. High-complexity task specialist.

### 🎭 Orchestrator

Multi-agent workflow coordination. Enterprise-level task orchestration.

### 🔍 Bug Triage

Error investigation & fixes. Debug operations specialist.

### 📝 Code Reviewer

Quality assessment & standards. All code changes reviewed.

### 🔒 Security Auditor

Vulnerability detection. Security operations specialist.

### ♻️ Refactorer

Technical debt elimination. Refactoring operations specialist.

### 🧪 Test Architect

Testing strategy & coverage. Test operations specialist.

### 📚 Librarian

Codebase exploration & documentation. Analysis operations.

## 🔄 8 Pipeline System

┌─────────────────────────────────────────────────────────────────┐ │ STRINGRAY FRAMEWORK v1.4.20 │ ├─────────────────────────────────────────────────────────────────┤ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────┐ │ │ │ INIT │─▶│ AGENT │─▶│ RULE │─▶│ POST │ │ │ │ FRAMEWORK │ │ DELEGATION │ │ ENFORCEMENT │ │ PROCESS │ │ │ └─────────────┘ └─────────────┘ └─────────────┘ └─────────┘ │ │ │ │ │ │ │ │ ▼ ▼ ▼ ▼ │ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────┐ │ │ │ SECURITY │◀▶│ MCP │◀▶│ PLUGIN │◀▶│ TESTING │ │ │ │ MONITORING │ │ SERVERS │ │ SYSTEM │ │ VALIDATE│ │ │ └─────────────┘ └─────────────┘ └─────────────┘ └─────────┘ │ └─────────────────────────────────────────────────────────────────┘

## 📊 Complexity Analysis

Tasks are automatically scored 0-100 based on:

### File Count

0-20 points based on affected files

### Change Volume

0-25 points for lines changed

### Dependencies

0-15 points for component relationships

### Risk Level

Multipliers: low (0.8x) to critical (1.6x)

Routing: `≤25` single-agent | `26-95` multi-agent | `>95` orchestrator-led