"""claudia-kit: the method behind the lip-synced Claudia music videos, as small command-line stages. lyric score lyric lines on a 4/4 grid and rank rewrites songmap beat map, hits, voiced phrases and the line table from the song and its stems frames stills for first and last frames (GPT Image 2.6 Sunburst on Replicate), with the same ledger and cap shotbook the shot book -> gated vocal windows, prompts (Seedance 2.5, or a first-frame model) and job files; lint run submit jobs: Seedance 2.5 (Replicate or Higgsfield) or a first-frame model such as Grok Imagine Video 1.5 (OpenRouter), with a ledger and a spending cap sync place each take on the song: DTW on its soundtrack, or her lips when it has none or never heard the song cut render the film, review sheets, the flash check and an audit Run any stage as `python -m claudia_kit --help`. """ __version__ = "0.2.0" STAGES = ("lyric", "songmap", "frames", "shotbook", "run", "sync", "cut")