conversational-ai-flow

npx skills add majiayu000/claude-skill-registry --skill conversational-ai-flow --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

# Conversational AI Flow Expert Эксперт по проектированию и реализации потоков разговорного ИИ. ## Основные принципы дизайна ### Управление состоянием ```python class ConversationState: def __init__(self): self.current_intent = None self.entities = {} self.conversation_history = [] self.flow_position = "start" self.confidence_threshold = 0.7 def update_context(self, user_input, intent, entities): self.conversation_history.append({ "user_input": user_input, "intent": intent, "entities": entities }) self.entities.update(entities) self.current_intent = intent ``` ## Паттерны архитектуры потоков ### Маршрутизация на основе намерений ```yaml flows: booking_flow: entry_conditions: - intent: "book_appointment" steps: - name: "collect_datetime" prompt: "When would you like to schedule?" validation: "datetime_validator" - name: "confirm_booking" prompt: "Confirm booking on {datetime}?" actions: ["create_booking", "send_confirmation"] fallback_flow: triggers: ["low_confidence", "unknown_intent"] strategy: "clarification_questions" ``` ### Паттерн заполнения слотов ```python def slot_filling_handler(state, required_slots): missing_slots = [s for s in required_slots if s not in state.entities]