Builder Core v2 Module: ConversationalShell - Enables real-time natural language interaction with Builder Core via CLI, WebSocket, or bot interface. Routes messages to core agents and maintains conversational context.

Builder Core v2 Module: TerminalBridge - Provides terminal interface to Builder Core. Connects user to ConversationalShell for real-time dialogue in a CLI loop.

Builder Core v2 Module: TelegramBridge - Connects Builder Core to Telegram. Supports private and group messaging. Routes prompts to ConversationalShell and returns secure system responses.

Builder Core v2 Module: VoiceBridge - Enables voice-to-AI interaction with Builder Core using Whisper for input and TTS for output. Connects to ConversationalShell for natural dialogue.