Summary
Combine the memory system (v0.20.0) with browser-based integrations (v0.18.1) to deliver personalized daily morning briefs. The agent learns what information matters to you and delivers a tailored digest every morning.
Strategic Context
From the OpenClaw strategy (§3):
"Daily morning briefs via Telegram" — Highest adoption category
From §12 (Track B - Memory & Personalization):
"The agent learns user patterns over time — email habits, writing style, schedule preferences, project context — building a deeply personalized profile that never leaves the device."
Personalization is the killer feature for local agents. Cloud agents can't store your behavioral patterns without transmitting them to third-party servers. Local memory means the personalization stays on-device — the longer you use it, the more valuable it becomes.
Use Cases Enabled
Morning Brief Contents (personalized over time)
- Email summary — Urgent items, action needed, FYI (learned categories)
- Calendar — Today's schedule, prep notes for meetings
- News — Topics the agent learned you care about
- Tasks — Outstanding items, deadlines approaching
- Weather/commute — If the user has shown interest
Personalization via Memory
- Agent learns which email senders are important to you
- Agent learns your meeting prep preferences
- Agent learns which news topics you engage with
- Agent adapts brief format (detailed vs. concise) based on feedback
- "Stop including weather" → agent remembers permanently
Architecture
Memory System (v0.20.0)
├── User preferences (brief format, topics, priorities)
├── Pattern learning (email importance, meeting prep style)
└── Feedback loop (user corrections → memory updates)
Browser Integrations (v0.18.1)
├── Email summary via Gmail/Outlook
├── Calendar via Google Calendar
└── News/RSS via web browsing
Delivery
├── Agent UI notification
├── Messaging adapter (Telegram/Discord) when available (v0.23.0)
└── Voice readout when available (v0.21.0)
Dependencies
Acceptance Criteria
Summary
Combine the memory system (v0.20.0) with browser-based integrations (v0.18.1) to deliver personalized daily morning briefs. The agent learns what information matters to you and delivers a tailored digest every morning.
Strategic Context
From the OpenClaw strategy (§3):
From §12 (Track B - Memory & Personalization):
Personalization is the killer feature for local agents. Cloud agents can't store your behavioral patterns without transmitting them to third-party servers. Local memory means the personalization stays on-device — the longer you use it, the more valuable it becomes.
Use Cases Enabled
Morning Brief Contents (personalized over time)
Personalization via Memory
Architecture
Dependencies
Acceptance Criteria