Method detect_intent

agents/master-coordinator/main.py:1517–1603

检测用户意图 Args: text: 用户输入文本 Returns: 意图字典 {"intent": "...", "confidence": 0.0-1.0, "slots": {}}

(self, text: str)

        self.chat_id = (chat_id or resolve_role_chat_id(self.user_id, self.profile)) if send_to_feishu else None

    def detect_intent(self, text: str) -> Dict[str, Any]:
        """
        检测用户意图

        Args:
            text: 用户输入文本

        Returns:
            意图字典 {"intent": "...", "confidence": 0.0-1.0, "slots": {}}
        """
        cleaned = first_meaningful_line(text)
        text_lower = cleaned.lower().strip()

        if looks_like_bot_authored_message(text):
            return {"intent": "ignore", "confidence": 1.0, "slots": {}}

        explicit_command = detect_explicit_command_intent(text)
        if explicit_command:
            return explicit_command

        # 角色管理
        role_keywords = ["角色", "role", "切换", "create role", "删除角色"]
        if any(kw in text_lower for kw in role_keywords):
            return {"intent": "role_manager", "confidence": 0.85, "slots": {"command": text}}

        if looks_like_must_read_command(text):
            return {"intent": "must_read", "confidence": 0.95, "slots": {"command": cleaned}}

        expand_request = detect_expand_push_request(text)
        if expand_request:
            return {"intent": "expand_push", "confidence": 0.9, "slots": expand_request}

        correction_request = detect_classification_correction_request(text)
        if correction_request:
            return {"intent": "classification_correction", "confidence": 0.92, "slots": correction_request}

        report_feedback = detect_report_feedback_request(text)
        if report_feedback:
            return {"intent": "report_feedback", "confidence": 0.88, "slots": report_feedback}

        reviewer_watch = detect_reviewer_watch_request(text)
        if reviewer_watch:
            return {"intent": "reviewer_watch", "confidence": 0.82, "slots": reviewer_watch}

        if looks_like_clear_reading_list_command(text):
            return {"intent": "clear_reading_list", "confidence": 0.95, "slots": {}}

        profile_update = parse_profile_update_request(text, profile=self.profile)
        if profile_update:
            return {"intent": "profile_update", "confidence": 0.9, "slots": profile_update}

        # 冷启动相关
        if looks_like_cold_start_description(text, profile=self.profile):
            return {"intent": "cold_start", "confidence": 0.9, "slots": {"text": text}}

        # 每日推送
        push_keywords = ["推送", "daily push", "今日论文", "今天有什么", "来一篇"]
        if any(kw in text_lower for kw in push_keywords):