Autonomous Social Scheduler “Creates time, doesn’t just find it.”
LockIn is an autonomous agent that reallocates your time across work and social life to maximize real-world interactions.
Unlike traditional scheduling tools that only identify free time, Linked Out actively creates opportunities by intelligently shifting low-priority tasks while respecting deadlines and constraints.
The Problem: Coordinating time with others is broken: schedules rarely align.
The Solution: LockIn is a multi-agent coordination system that: Understands your schedule, evaluates task flexibility, identifies high-value social opportunities
How It Works:
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Ingest Google Calendar (events + availability), friends’ schedules, assignments, user preferences
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Evaluate The system scores task importance, task flexibility, social opportunity value. Example: Homework block → flexible, but 3 friends free → high-value
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Act Moves low-priority work (while preserving constraints), creates a new shared free window
Proposes a plan:
“6PM @ Stamp. I shifted your work — want me to lock it in?”
- Close Confirms with users (via SMS or UI)
Finalizes the event
Updates all calendars automatically
Key Features: Google Calendar integration
Multi-user coordination
Dynamic schedule reallocation
SMS-based agent interaction
Task flexibility modeling
Real-time decision making
Tech Stack Frontend: React / Next.js Backend: Node.js / Python APIs: Google Calendar API Canvas API Messaging: Twilio (SMS)
