Skip to main content

Features Overview

WYN360 CLI provides comprehensive AI-powered development assistance through a rich set of integrated features.

Core AI Capabilities​

🤖 Interactive AI Assistant​

  • Natural Language Interface - Describe what you want in plain English
  • Conversation Memory - Maintains context across multiple interactions
  • Multi-Provider Support - Anthropic Claude, Google Gemini, AWS Bedrock
  • Model Switching - Change AI models mid-session based on task complexity

📝 Code Generation & Analysis​

  • Production-Ready Code - Generate complete applications, not just snippets
  • Smart File Operations - Context-aware file creation, reading, and updates
  • Intent Recognition - Understands "update existing" vs "create new" automatically
  • Self-Correcting - Smart retry mechanism with error handling

Agentic Features (v0.4.0)​

🧠 Memory & Skills​

  • Persistent Memory - Remember context across sessions (user preferences, project decisions, feedback)
  • Relevance Selection - Automatically surfaces the most relevant memories per query
  • Custom Skills - Define reusable slash commands via YAML files in ~/.wyn360/skills/
  • Skill Aliases - Multiple names for the same skill (e.g., /review, /cr)

📋 Planning & Sub-Agents​

  • Plan Mode - Structured step-by-step plans with approve/reject/skip workflow
  • Parallel Workers - Spawn sub-agents for concurrent research and verification
  • Task Lifecycle - Track worker status (pending, running, completed, failed, killed)
  • Result Synthesis - AI combines parallel findings into coherent next steps

🔧 Hooks & Token Budget​

  • Hook System - Pre/post hooks for validation, transformation, and custom processing
  • Safety Hooks - Built-in detection of destructive commands (rm -rf, DROP TABLE)
  • Auto-Continue - Automatically continues when responses are cut off by token limits
  • Diminishing Returns - Detects when continuations produce little new content and stops

Advanced Features​

🌐 Web Integration​

📄 Document Processing​

  • Multi-Format Support - Excel, Word, PDF, and more
  • Vision Mode - Process images, charts, and diagrams
  • Semantic Chunking - Intelligent document segmentation
  • Embedding Search - Find relevant content across large documents

🔧 Development Tools​

  • GitHub Integration - Commit, push, create PRs seamlessly
  • HuggingFace Deployment - Deploy to Spaces with one command
  • Automatic Test Generation - Generate comprehensive pytest tests
  • Command Execution - Run any CLI tool with safety confirmations

Feature Comparison by Provider​

FeatureAnthropic ClaudeGoogle GeminiAWS Bedrock
Code Generation✅ Excellent✅ Very Good✅ Excellent
Web Search✅ Built-in⚠️ Custom tool✅ Built-in
Document Processing✅ Full support✅ Full support✅ Full support
Vision Mode✅ Advanced✅ Good✅ Advanced
Browser Automation✅ Supported✅ Supported✅ Supported
Context Window200K tokens2M tokens200K tokens
Cost per M tokens$3.00/$15.00$0.075/$0.30$3.00/$15.00
Best forComplex reasoningCost efficiencyEnterprise use

Development Workflow Features​

📊 Session Management​

  • Conversation History - Review past interactions
  • Token Tracking - Monitor API usage and costs in real-time
  • Session Save/Load - Preserve important conversations
  • Model Information - View current model, pricing, and capabilities

⚙️ Configuration & Customization​

  • Hierarchical Config - Project, user, and default settings
  • Custom Instructions - Add personal coding standards to every conversation
  • Project Context - Help AI understand your tech stack
  • Environment Variables - Runtime configuration overrides

🎯 User Experience​

  • Multi-line Input - Shift+Enter for newlines, Enter to submit
  • Streaming Responses - See results as they're generated
  • Rich Terminal UI - Beautiful formatting with syntax highlighting
  • Slash Commands - Quick access to features and settings

Security & Privacy​

🔒 Credential Management​

  • AES-256 Encryption - Secure storage of API keys and tokens
  • Per-User Keys - Isolated encryption for multi-user systems
  • Audit Logging - Track authentication attempts without exposing secrets
  • Session Management - Secure cookie storage for web authentication

🛡️ Safety Features​

  • Command Confirmation - User approval required for system commands
  • Timeout Protection - Prevents infinite loops and runaway processes
  • File Permissions - Respects system security boundaries
  • Error Isolation - Failed operations don't crash the session

Performance & Optimization​

⚡ Speed Features​

  • Streaming Responses - Start reading while AI is generating
  • Smart Caching - Website and document content caching
  • Parallel Processing - Multiple operations can run concurrently
  • Token Optimization - Intelligent context management

💰 Cost Management​

  • Multiple Models - Choose based on task complexity and budget
  • Token Limits - Configurable limits to control costs
  • Usage Tracking - Real-time monitoring of API consumption
  • Cost Transparency - Separate tracking for different API types

Integration Ecosystem​

🔗 Platform Integrations​

  • GitHub - Repository management, PRs, issues
  • HuggingFace - Space deployment, model hosting
  • AWS - Bedrock integration for enterprise users
  • Docker - Container management and deployment

🛠️ Developer Tools​

  • Poetry - Python dependency management
  • Pytest - Automated testing framework
  • Playwright - Browser automation
  • Git - Version control operations

Feature Roadmap​

Current Focus (v0.5.x)​

  • ✅ Dream (auto memory consolidation)
  • ✅ Context compaction
  • ✅ Vim mode
  • ✅ Voice input (speech-to-text)
  • ✅ Buddy companion system
  • ✅ Cron/scheduled agents
  • ✅ Plugin system
  • ✅ LSP diagnostics integration
  • ✅ Conversation rewind

Previous (v0.4.x)​

  • ✅ Persistent memory system
  • ✅ Sub-agent parallel workers
  • ✅ Structured plan mode
  • ✅ Token budget auto-continue
  • ✅ Extensible skills system
  • ✅ Hook-based pipeline

Previous (v0.3.x)​

  • ✅ Multi-provider AI support
  • ✅ Autonomous browsing capabilities
  • ✅ Document processing with vision
  • ✅ Google Gemini integration

Upcoming Features​

  • Claude Computer Use - Direct computer interaction capabilities
  • Enhanced Vision - Advanced image and diagram processing
  • Team Collaboration - Shared sessions and project contexts

Get Started with Specific Features​

Next: Explore specific features or check out Usage Examples →