- Fix star_type/spectral_class mismatches across 36 proposals - Differentiate GJ1002 copy-paste planets (c-g had identical params) - Fix GJ880 malformed spectral_class (M2: → M2V) and Leirvik station pop - Fix GJ3325 malformed spectral_class (K: → K) - Correct white dwarf star_type (GJ1221, GJ3991 → D) - Correct "unusual" star_type (GJ3877, GJ661A → K) - Delete tooling/atlas-helpers.sh (superseded by clean scripts on main) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>