Skyshot data — public preview, non-commercial intended use Solver / LGQ-GD model / bundle preparation: Adam Jesionkiewicz. The Apache-2.0 implementation license does not by itself license external data or establish a license for these weight and catalogue distributions. Catalogue source: ASTAP D80, 1476-5 tiles, Gaia DR3, epoch 2025. ASTAP compilation: Han Kleijn / ASTAP project, https://www.hnsky.org/astap.htm Gaia: ESA Gaia mission and the Gaia Data Processing and Analysis Consortium (DPAC), https://www.cosmos.esa.int/web/gaia/dr3 This work has made use of data from the European Space Agency (ESA) mission Gaia, processed by the Gaia Data Processing and Analysis Consortium (DPAC). Funding for the DPAC has been provided by national institutions, in particular the institutions participating in the Gaia Multilateral Agreement. This candidate targets non-commercial data use as instructed by the owner. That intended-use statement is not a substitute for upstream terms or a new license grant. Exact downloaded D80 archive identity, included terms and complete training/checkpoint lineage were not recovered in this extraction. Do not infer the catalogue's license from the ASTAP executable license. Existing applicable upstream conditions remain in force independently of the code license. LGQ-GD weights are the author's existing export. Only descriptive metadata was sanitized; numeric tensors and quantile tables are unchanged. Declared training statistics are reported, not independently reproduced. Full training inputs, checkpoint provenance and explicit weight-distribution terms remain to be documented. No third-party license has been invented or replaced, and no legal clearance is claimed by the checksum tooling. Public availability was authorized by the project owner on 2026-10-17. This authorization does not establish any missing upstream license grant.