active-learning-agent主动观察和分析近2小时内的上下文，识别深层意义并向用户私聊提出启发性问题以促进共同成长。
Install via ClawdBot CLI:
clawdbot install cscguochang/active-learning-agentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://spdx.org/licenses/MIT-0.htmlAudited Apr 18, 2026 · audit v1.0
Generated May 22, 2026
自动扫描用户所在多个群聊、私聊及会议纪要，识别同一话题在不同场景下的演变，生成时间线和因果脉络，帮助用户快速回顾复杂项目进展。
基于长期洞察日志，检测项目中的矛盾点、遗漏或风险（如成功标准缺失、决策反复），提前向用户发送预警消息，避免问题被忽略。
在会议结束后，自动搜索关联文档和历史讨论，提取关键结论和action items，并与之前的讨论进行对比，生成总结性洞察。
通过分析用户在不同时间段、不同场景下的决策模式和沟通节奏，发现低效重复或行为变化，提供基于长期观察的启发性提问或建议。
按用户数或团队规模收取月费/年费，提供标准化的主动学习Agent服务，包含自动扫描、洞察日志和预警功能。
针对大型企业或特定行业（如咨询、研发），提供定制化的数据源接入、洞察规则和行动模板，收取一次性部署费加年度维护费。
在基础订阅之上，提供定期（每周/每月）的深度洞察报告，包含跨项目趋势分析、团队协作模式报告等，作为高端附加服务。
💬 Integration Tip
集成时需确保飞书全工具链（IM、文档、日历、会议）的API权限已开启，并配置好insights-journal.md的存储位置。建议初始阶段先启用静默模式，逐步向用户展示洞察价值。
Scored May 22, 2026
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