graph TD
A[Start: Video Ad Producer] -->|include_video=true| B[ID223: Create Storyboard]
B -->|storyboard.json| C[ID171: Write VO Script]
C -->|video_script.txt| D[ID170: Generate VO Audio]
D -->|voiceover.mp3| E[ID198: Create Timestamped Transcription]
E -->|transcription_with_timings.txt| F[ID201: Generate Base Video]
F -->|base_text_video.mp4| H[ID199: Overlay B-Roll]
G[ID205: Fetch B-Roll Clips] -->|b_roll_list.txt| H
H -->|video_ad.mp4| I[ID223: Create Manifest]
I -->|video_manifest.txt| J[Package Assets]
J --> K[Final Output: video-ad-assets]
subgraph PRE-PRODUCTION
B
C
end
subgraph AUDIO
D
E
end
subgraph VIDEO
F
G
H
end
subgraph PACKAGING
I
J
K
end