Data Research

Structured research pipeline: search sources, extract structured data, archive raw, deduplicate, update canonical trackers, backlink entities.

Contract

One skill for any email-to-structured-data pipeline. The only differences between tracking investor updates, expenses, and company metrics are the search queries, extraction schemas, and tracker page format. All three use the same 7-phase pipeline with parameterized recipes.

When to Use

• User wants to track structured data from email, web, or API sources
• User says "research", "track", "extract from email", "build a tracker"
• User mentions investor updates, donations, company metrics, filings
• User wants to set up recurring data collection (with cron recipe)