Hunt for exoplanet candidates in public telescope data with Claude Code
A Reddit post, widely discussed on HN, describes an amateur using Claude Code to search public data and find what he thinks is an unknown planet.
Research · Do this yourself
✅ He reports 90 minutes saved, but says it still hallucinates details.
Anyone who has to read a lot and turn it into a clear answer: analysts, students, founders, scientists.
Read these 12 pages and write a one-page brief on [market]: size claims with their source, top players, and open questions. Mark anything uncertain.Opens the AI with this guide and the prompt filled in.
Pricing idea: Offer short research briefs at a fixed price per report (for example $100–500), or a monthly retainer for a weekly update.
Ideas, not promises. Results vary.
The agent read the sources and wrote a single brief.
He reports 90 minutes saved, but says it still hallucinates details.
Fact-check before sending to clients.
A Reddit post, widely discussed on HN, describes an amateur using Claude Code to search public data and find what he thinks is an unknown planet.
A researcher used a team of Claude Opus agents to run physics simulations and surface two candidate magnets for spin-based memory, then published every calculation.
A user used ChatGPT agent mode to find photos of herself across the public web, including pages she had never seen.
A user had ChatGPT agent download and number every Amazon invoice for the year, a job that took him a day by hand last year.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.