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LPI Platform — Life Programmable Interface

Goal registry, activity signals, recommendation engine — powered by SMILE methodology.

Quick Start

pip install -e ".[dev]"
make test  # smoke + SMILE tests pass immediately
make run   # FastAPI on port 8000

Architecture

Module 1: Goals  ->  Priority scoring + SMILE phase tracking
Module 2: Signals ->  Events from all streams (Boardy, DataPro+, VSAB, etc.)
Module 3: Recommendations ->  Goals + Signals -> Top 3 actions with SMILE reasoning

Team

Name Role Tests to pass
Jaivardhan Lead, recommendations test_recommendations.py
Aditi Data ingestion Signal ingestion, proxy data
Adil API endpoints test_goal_crud.py, test_activity_signals.py
Jahanvi Frontend UI components
Yashika Testing + SMILE test_smile.py, coverage
Ankit LLM integration Explanation generation