Public Agent Skills by lllllllama on Lightlines.
Explores bounded deep-learning research candidates against a durable research anchor while preserving auditable, reproducible comparisons.
Prepares conservative environment setup and asset assumptions before a repository reproduction run.
Runs a selected short reproduction command and produces standardized, auditable evidence with patch and comparability reporting when relevant.
Resolves narrow reproduction-critical repository gaps using primary paper evidence while recording conflicts with the README.
Produces a conservative repository map, command inventory, classification, and minimum trustworthy reproduction plan.