All ideasMore in Work

The AI did the metadata cleanup behind a catalog of 500,000 gut samples

His Microbiome Repo catalogs every public human gut metagenome, more than 500,000 samples, with metadata pulled straight from sequence archives, papers and supplements. It was built with about $5,000 in an AI app API credits from the Anthropic AI for Science program, with AI taking on the metadata curation he calls the most tedious but critical part of microbiome research.

How it works

  1. AI pulls metadata from sequence archives, papers and supplements
  2. Curates it for more than 500,000 samples
  3. The catalog is published as a searchable site where researchers can check their own studies

Why it’s worth knowing

The dull part of the research, cleaning metadata for half a million samples, is the part the AI carried, and the result is a public catalog anyone can search.

Where it’s from

Summarized from a public post on bsky.app. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be
2The prompt, with the steps
3The check when it’s done
Upgraded prompts are coming soon.

Try next

Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.