Best practices for writing and maintaining high-quality role memories.
Periodic maintenance of role memory: dedup, tidy, consolidate, and pending management.
Recall prior role memory when cross-session context materially affects the current task.
Save insights from completed tasks to role memory.
系统研究高考数学真题，基于题目结构、设问梯度、评分逻辑和历年变化反推可验证的命题意图，并转化为学生可训练的“看到什么→想到什么→为什么”方法。用于单题深度拆解、同专题跨年研究、同年跨卷比较、易错点分析和高质量变式设计。
使用 Herdr 和 shell 脚本创建、驱动、监控和停止 grok-pi 子代理，适合只读代码探索、仓库研究、资料整理和需要可见终端进度的长任务；当用户提到 grok-pi、Herdr、Grok 子代理、研究代理、后台代理或要求定期检查子代理进度时使用。
Operate Glimpse-APPs with progressive context — app list in system, domain detail via tools on demand.
Use when user asks to design, choose, explain, or implement UI transitions, motion patterns, easing/timing choices, state-change animations, shared-element effects, drill-down navigation, tab/filter/list/detail switching, or vague requests like "make this…