A research application for astronomical observations. People and AI agents do the same work through one API: they select observations, run analyses, compare runs, record judgments, and export evidence. The first workflow searches TESS light curves for transit signals with box least squares.
Start with the entry repository. It describes the architecture, the access model, and an example investigation, and it restores every component at a tested commit.
| Repository | Content |
|---|---|
| database | Schema, migrations, and the cross-component contracts. |
| workers | Ingestion and scientific methods. |
| backend | Stateless FastAPI service: permissions, records, comparisons, and evidence exports. |
| frontend | React, Three.js, and TypeScript interface. |
| kubernetes | k3s manifests and in-cluster image builds. |
| agents | MCP adapter and agent operating manual. |
The scientific results are development-stage. The application records candidates for review. It does not confirm planets.