Batched Gmail crawl from N sender addresses across N-day window; per-sender markdown to caller dir; rolled-up + per-source summary.
Batched LinkedIn post crawl from N URLs via Apify; per-source markdown to caller dir; rolled-up + per-source summary.
Batched RSS/Atom/RDF feed crawl from N feed-URLs via Python feedparser; per-feed markdown + manifest.json to caller dir; rolled-up + per-source summary.
Batched X/Twitter post crawl from N handles via Apify search mode, with inline X Article body enrichment via a chained second actor; per-handle markdown + rolled-up summary to caller dir.
Watchlist-driven intelligence pipeline, crawl LinkedIn/X/RSS/email via composed leaves, classify and domain-tag in parallel sub-agents, then synthesize one neutral signals brief. The brief is the public core; your relevance + delivery layer attaches at the seam.