⚡ StringRay AI

Enterprise AI Orchestration Framework for OpenCode/Claude Code

Intelligent Multi-Agent Coordination with 99.6% Systematic Error Prevention

StringRay extends OpenCode/Claude Code with intelligent multi-agent orchestration, Codex compliance validation, and enterprise-grade security. It automatically routes tasks to specialized agents based on complexity and provides systematic error prevention.

What is StringRay?

StringRay is a framework layer for OpenCode that adds:

Multi-Agent Orchestration - Automatically coordinates 27 specialized agents
Codex Compliance - 60-term Universal Development Codex prevents errors
Complexity-Based Routing - Simple tasks get quick responses, complex ones get full team coordination
Enterprise Security - Webhooks, validation, and audit trails
Skills Integration - SEO, DevOps, Security, and more

Who is it for?

Developers using OpenCode or Claude Code who want AI-assisted development
Teams needing consistent code quality and error prevention
Enterprises requiring security, compliance, and audit capabilities

🚀 Quick Start

# 1. Install StringRay
npm install strray-ai

# 2. Run setup (required - configures OpenCode)
npx strray-ai install

# 3. Verify installation
npx strray-ai status

What does strray-ai install do?

Copies OpenCode configuration files to your project
Configures 27 agents with proper capabilities
Sets up Codex enforcement rules
Enables webhook triggers for CI/CD integration
Ready to use with Claude Code immediately

✨ Features

🤖 27 Specialized Agents - From code review to mobile development
📏 99.6% Error Prevention - Universal Development Codex (60 terms)
⚡ 29 Lazy-Loading Skills - Plus Claude SEO & Antigravity integrations
🛡️ Enterprise Security - Comprehensive validation and scanning
📊 Real-time Monitoring - Performance tracking and health checks
🔄 Complexity-Based Routing - Intelligent task delegation
🔌 Webhook Integration - GitHub, GitLab, Bitbucket, Stripe
✅ 2368 Tests - Production-ready with comprehensive test coverage

🤖 Available Agents

Agent	Purpose
`@enforcer`	Codex compliance & error prevention
`@orchestrator`	Complex multi-step task coordination
`@architect`	System design & technical decisions
`@security-auditor`	Vulnerability detection
`@code-reviewer`	Quality assessment
`@refactorer`	Technical debt elimination
`@testing-lead`	Testing strategy & coverage
`@bug-triage-specialist`	Error investigation
`@storyteller`	Narrative deep reflections
`@researcher`	Codebase exploration
`@mobile-developer`	iOS/Android/React Native/Flutter

Note: StringRay auto-configures all agents during installation. To customize agent settings, see the Agent Configuration Guide.

View all 27 agents →

📦 OpenClaw Integration

StringRay integrates with OpenClaw - a self-hosted AI gateway that connects messaging platforms (WhatsApp, Telegram, Discord, Slack) to AI coding agents.

What It Does

WebSocket Connection: Connect to OpenClaw Gateway at ws://127.0.0.1:18789
Skill Invocation: OpenClaw skills invoke StringRay agents via HTTP API (port 18431)
Tool Events: Forward tool.before/tool.after events to OpenClaw for real-time tracking
Offline Buffering: Events queued when disconnected, sent on reconnect

Quick Setup

# Configure in .opencode/openclaw/config.json
{
  "gatewayUrl": "ws://127.0.0.1:18789",
  "authToken": "your-device-token",
  "deviceId": "your-device-id",
  "apiServer": { "enabled": true, "port": 18431 },
  "hooks": { "enabled": true, "toolBefore": true, "toolAfter": true }
}

# Initialize in code
import { initializeOpenClawIntegration } from 'strray-ai';
const integration = await initializeOpenClawIntegration();

See OpenClaw Integration Guide for details.

📖 Documentation

Guide	Description
Agent Configuration	Copy-paste opencode.json agent setup
Configuration Reference	Complete features.json settings
Agent Documentation	Detailed agent specifications
Universal Codex	60-term codex reference
Troubleshooting	Common issues & solutions

🔧 CLI Commands

npx strray-ai install      # Install and configure
npx strray-ai status       # Check configuration
npx strray-ai validate     # Validate installation
npx strray-ai capabilities # Show all features
npx strray-ai health       # Health check

⚙️ Configuration

Default Configuration

StringRay works out of the box with sensible defaults. The strray-ai install command sets up:

.opencode/
├── agents/         # 24+ agent configurations
├── skills/         # Framework skills
├── strray/
│   ├── codex.json      # Codex rules
│   ├── features.json   # Feature flags
│   └── config.json    # Token/memory management
└── hooks/          # Pre/post processing hooks

Customizing Agents

Edit .opencode/agents/ to customize agent behavior:

# Example: Customize enforcer agent
name: enforcer
maxComplexity: 40  # Only handle simple tasks
temperature: 0.2   # More precise responses
enabled: true

Feature Flags

Edit .opencode/strray/features.json to enable/disable features:

{
  "codexEnforcement": true,
  "agentGovernance": true,
  "analytics": true,
  "webhooks": true
}

Token Management

Edit .opencode/strray/config.json to adjust token limits:

{
  "token_management": {
    "maxPromptTokens": 20000,
    "warningThreshold": 15000
  }
}

See Configuration Reference for full options.

📁 Project Structure

stringray/
├── src/
│   ├── __tests__/              # Test suites (unit, integration, performance)
│   ├── agents/                 # Agent implementations
│   ├── analytics/              # Pattern analysis & learning
│   ├── cli/                    # CLI commands
│   ├── circuit-breaker/        # Resilience patterns
│   ├── core/                   # Core framework
│   ├── delegation/             # Task routing & delegation
│   ├── enforcement/            # Codex enforcement
│   ├── infrastructure/         # IaC validation
│   ├── integrations/           # External integrations
│   │   ├── base/              # BaseIntegration framework
│   │   └── openclaw/          # OpenClaw integration
│   ├── mcps/                  # MCP server implementations
│   ├── monitoring/            # System monitoring
│   ├── orchestrator/          # Multi-agent orchestration
│   ├── performance/           # Performance optimization
│   ├── plugins/              # Plugin system
│   ├── postprocessor/         # Post-processing pipeline
│   ├── reporting/             # Report generation
│   ├── security/              # Security systems
│   └── session/               # Session management
├── .opencode/                 # OpenCode configuration
│   ├── agents/               # Agent configs (27 agents)
│   ├── strray/               # StringRay config
│   │   ├── codex.json        # 60-term development codex
│   │   ├── features.json     # Feature flags
│   │   └── config.json       # Token management
│   └── hooks/                # Git hooks
├── skills/                    # StringRay skills
├── docs/                      # Documentation
│   ├── reflections/          # Deep technical reflections
│   └── research/             # Research documents
└── scripts/                   # Build & utility scripts

💬 Usage

# Code quality enforcement
@enforcer analyze this code for issues

# Complex task orchestration  
@orchestrator implement user authentication system

# System design
@architect design database schema for e-commerce

# Security audit
@security-auditor scan for vulnerabilities

🔌 Framework Integration

StringRay integrates with your existing infrastructure via webhooks and APIs:

# CLI tool for integration
npx strray-integration --help

// Programmatic integration
import { StringRayIntegration } from 'strray-ai/integration';

const postProcessor = new PostProcessor(stateManager);
const integration = new StringRayIntegration(postProcessor);

// Express
app.use('/webhooks', integration.getWebhookApp());
app.use('/api/post-process', integration.getAPIApp());

// Fastify
fastify.register(integration.getWebhookRouter(), { prefix: '/webhooks' });
fastify.register(integration.getAPIRouter(), { prefix: '/api/post-process' });

Supported Webhooks:

GitHub (push, PR, issues)
GitLab (push, merge requests)
Bitbucket (push, pull requests)
Stripe (subscriptions, payments)

🎯 Skills Integration

Claude SEO (29 Skills)

Comprehensive SEO optimization via claude-seo:

/seo audit <url>         # Full website audit
/seo technical <url>     # Technical SEO (8 categories)
/seo content <url>       # E-E-A-T analysis
/seo geo <url>           # AI search optimization
/seo schema <url>        # Schema markup
/seo sitemap <url>      # Sitemap analysis
/seo programmatic <url> # Programmatic SEO
/seo competitor-pages   # Comparison pages
/seo hreflang <url>     # Multi-language SEO

Antigravity Skills (17 Curated)

Enterprise-grade skills from antigravity-awesome-skills:

Category	Skills
Languages	typescript-expert, python-patterns, react-patterns, go-patterns, rust-patterns
DevOps	docker-expert, aws-serverless, vercel-deployment
Security	vulnerability-scanner, api-security-best-practices
Business	copywriting, pricing-strategy, seo-fundamentals
AI/Data	rag-engineer, prompt-engineering
General	brainstorming, planning

# Install Antigravity skills
node scripts/integrations/install-antigravity-skills.js --curated

# Install Claude SEO skills  
node scripts/integrations/install-claude-seo.js --full

🙏 Support & Star

If StringRay helps you build better software, please consider:

⭐ Starring the repo on GitHub
📢 Sharing with your team
🐛 Reporting issues at github.com/htafolla/stringray/issues

📄 License

MIT License - see LICENSE for details.

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⚡ StringRay AI

What is StringRay?

Who is it for?

🚀 Quick Start

✨ Features

🤖 Available Agents

📦 OpenClaw Integration

What It Does

Quick Setup

📖 Documentation

🔧 CLI Commands

⚙️ Configuration

Default Configuration

Customizing Agents

Feature Flags

Token Management

📁 Project Structure

💬 Usage

🔌 Framework Integration

🎯 Skills Integration

Claude SEO (29 Skills)

Antigravity Skills (17 Curated)

🙏 Support & Star

📄 License

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README.md

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⚡ StringRay AI

What is StringRay?

Who is it for?

🚀 Quick Start

✨ Features

🤖 Available Agents

📦 OpenClaw Integration

What It Does

Quick Setup

📖 Documentation

🔧 CLI Commands

⚙️ Configuration

Default Configuration

Customizing Agents

Feature Flags

Token Management

📁 Project Structure

💬 Usage

🔌 Framework Integration

🎯 Skills Integration

Claude SEO (29 Skills)

Antigravity Skills (17 Curated)

🙏 Support & Star

📄 License