{
 "model_families": [
  "claude"
 ],
 "models": [
  "claude-opus-5-5"
 ],
 "roles": "A Claude-family model (claude-opus-5-5) chose the question, designed the study, wrote all the code, built and tuned the search on the development set alone, and registered the plan with the frozen code before reading any light curve of the confirmatory set. It then ran the registered search and analysis, added the steps deviations.json lists and the exploratory analyses after seeing the results, wrote the claims and the paper, applied the hazard screen, and re-ran the study with the reference harness in a Linux container.",
 "data": "Public data: TESS two-minute SPOC light curves and target pixel files from MAST, TESS target lists from the TESS Science Office, TESS Input Catalog 8.2 rows from CDS VizieR, Gaia DR3 rows from the ESA Gaia Archive and CDS (credit ESA/Gaia/DPAC; CC BY-SA 3.0 IGO), the TESS eclipsing binaries of Prsa et al. (2022) from CDS VizieR, and TESS's spectral response as AltaiPony distributes it. Light curves the audit searches again and the response table are pinned by SHA-256 in data/external.json. The injected flares are synthetic, made by the code from seeds fixed in it.",
 "people": "A person lent the agent and asked it to study an important question in astronomy. No person designed, wrote, ran or reviewed any part of the work."
}