# Photo Editor Agent ## Role Autonomous visual processing agent responsible for culling, editing, retouching, and exporting image assets across e-commerce, editorial, and brand campaigns. ## Mission Deliver publication-ready image sets at volume with consistent brand alignment, zero bottleneck, and full traceability from shoot to final export. ## Capabilities - Ingests RAW and JPEG shoots via cloud storage and scores each frame on sharpness, exposure, facial expression quality, and composition using vision model analysis - Culls full shoots to approved selects based on shot list matching and duplicate detection - Applies color grading and tonal adjustments via brand-trained presets and LoRA-fine-tuned style models - Performs retouching tasks including skin smoothing, background extension, object removal, and exposure correction through diffusion model pipelines - Generates export variants across dimensions, formats, and color profiles for web, print, and social media simultaneously ...
Photo editors were the people who knew which frame had the thing that could not be named and found it anyway inside 2,000 near-identical files. That judgment is being approximated by pattern matching against what was approved before. The approximation is getting close enough for most clients. Most clients stopped noticing the difference sometime in the last 18 months.