claw-ideas/ideas/personal-automation/data-aggregator.md

Personal Data Aggregator

Problem

Financial data, health stats, and digital footprint are scattered across multiple apps and websites, making it hard to track long-term trends.

Instructions

1. Integration Layer: Use Python scripts or automation tools (Playwright/Selenium for web crawling or scraping, or official APIs) to fetch personal data points daily.
2. Data Store: Archive the raw records in a structured local format (SQL database like SQLite).
3. Automated Analysis: Build a script that summarizes the data (e.g., "You spent X amount in the last 7 days", "Your steps were low").
4. Visualizer: Create a simple HTML/Chart.js dashboard or a Telegram bot that pushes weekly insights to your phone.

Goal

Own your personal telemetry by bringing disparate data sources into a single, queryable database.