proactive-trigger主动触发引擎v4：基于兴趣衰减、沉默检测、话题热度，决定何时进行主动干预。触发条件：用户沉默、兴趣衰减、主动干预时机成熟。
Install via ClawdBot CLI:
clawdbot install zhaoguoqiang-hub/proactive-triggerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/zhaoguoqiang-hub/soul-systemAudited Apr 16, 2026 · audit v1.0
Generated Oct 2, 2026
在SaaS工具或社交应用中，检测用户长时间未登录或未互动。通过评估沉默指数，触发个性化的推送通知或邮件，附上用户之前感兴趣的内容或优惠，以有效重新激活用户。
对于放弃购物车的用户，监控其兴趣衰减情况。当沉默时间与兴趣值达到阈值时，触发限时折扣或库存提醒，促使用户完成购买。
当学生多日未登录学习平台，且课程话题热度上升时，触发学习进度提醒和推荐相关讨论或练习，提升课程完成率。
基于用户兴趣图谱和话题热度，当用户沉默且相关话题正在流行时，主动推送个性化内容摘要，增加用户停留和互动。
在心理健康应用中，检测用户情绪记录频率下降或沉默时间异常，触发自动关怀消息或建议联系客服，提供及时支持。
将主动触发引擎作为智能营销模块集成到CRM或营销自动化平台中，按月或按年收取订阅费。客户可基于用户行为数据配置触发规则。
企业客户无需预付费用，仅当触发干预带来可衡量的转化（如重新激活、购买、续订）时支付费用。适合与电商或应用开发者合作。
为大型企业提供私有化部署和定制开发，将主动触发引擎与内部数据系统深度集成，并提供持续优化服务。
💬 Integration Tip
通过标准的--process-signal参数与现有信号系统（如proactive-engine）集成，确保输入信号格式一致。建议先用assess命令进行小范围测试，再逐步扩大触发规则。
Scored Oct 2, 2026
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