Gator verdict: approved

This is a hard-won technical writeup squarely in swamp's world — a real builder iterating with Claude and Swamp extension models to wire a health data pipeline, with specific dead ends, API quirks, OAuth gotchas, and data-shape lessons all named from lived experience.

Building a Health Data Pipeline with Google Health API, Swamp, and Claude

by magistr11d agomagistr.me

https://magistr.me/blog/google-health-pipeline-with-swamp-and-claude/ ↗

How we built a self-hosted health pipeline with the Google Health API, Swamp extension models, and Claude — from a Xiaomi login dead end, through probing a closed API and reverse-engineering Fitbit's readiness score, to ECG waveforms and a twice-daily Telegram briefing.