Caring Memory

AI task reminder using priority, Ebbinghaus intervals, gamification, and active time tracking for effective task management.

Caring Memory Skill

🧠 AI-powered task reminder system with Ebbinghaus forgetting curve + gamification + active time learning

Overview

A smart task management system that:

• Priority-based reminders: urgent/high/medium/low with auto-upgrade near deadlines
• Ebbinghaus curve: reminds at 1h, 24h, 4d, 7d, 15d intervals
• Gamification: XP, levels, streaks, achievements
• Active time learning: tracks when you're most responsive

Usage

Add a task

bash

python3 caring_memory.py add "Task title" [priority] [deadline]
# priority: urgent/high/medium/low
# deadline: ISO format e.g. "2026-04-10T18:00:00"

Complete a task

bash

python3 caring_memory.py complete <id>

Cancel a task

bash

python3 caring_memory.py cancel <id>

List pending tasks

bash

python3 caring_memory.py list

Generate reminder summary (for cron)

bash

python3 caring_memory.py remind

View stats

bash

python3 caring_memory.py stats

Record chat activity

bash

python3 caring_memory.py chat

OpenClaw Integration

Recommended Cron Setup

Morning reminder (08:00):

text

Task: python3 skills/caring-memory-skill/caring_memory.py remind
Schedule: 0 8 * * *

Midday check (12:00):

text

Task: python3 skills/caring-memory-skill/caring_memory.py remind
Schedule: 0 12 * * *

Evening review (18:00+21:00):

text

Task: python3 skills/caring-memory-skill/caring_memory.py remind
Schedule: 0 18,21 * * *

Agent Integration

• Session start: Call chat to record active time
• User mentions tasks: Auto-call add
• User says "done": Call complete
• Heartbeat check: Call remind for summary

Priority Auto-Upgrade

Time to deadline	Upgrade
< 24h	high → urgent
< 48h	medium → high
< 96h	low → medium

Gamification

Action	XP
Complete task	10 × priority_multiplier
Daily streak	+5 bonus
Level up	Every 100 XP

Trigger Words

• "这很重要" → Add as high priority
• "记住这个" → Add task
• "完成了" / "搞定" → Complete task
• "待办" / "任务" → List tasks