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Organize and review a new photo shoot, group portraits or panorama frames, assign 0-5 star ratings from a reviewed manifest, create contact sheets, and optionally write a Lightroom rough-edit plan. Use for 整理照片, 初筛, 选图, 评星, 粗修, or preparing a new shoot directory. Do not use for final archive or Apple Photos import.

Audit and repair missing geolocation in Apple Photos using media-toolkit. Use when the user asks to review Apple Photos for photos or videos without location data, generate a dry-run location-fill plan, compare previous and next timestamp neighbors, or apply an explicitly reviewed geolocation plan back to Photos.

Finalize selected photos after manual Lightroom refinement by matching Export stems to original HIF/HEIF/HEIC files, copying them to an explicit external destination, and optionally importing final JPG exports into Apple Photos. Use for 成片归档, 提取成片, 整理精修成片, 只拷贝 HIF, or mt finalize.

Analyze manually refined Lightroom Export/XMP evidence and summarize a scene-specific color-grading style. Use for 学习调色, 学习我的 Lightroom 调色, analyze color grading, learn Lightroom style, or updating a stable scene profile. Do not trigger for generic learning questions, initial culling, or final archive.

Convert any camera's RAW or DNG photos to Fujifilm, Hasselblad, Leica or other styles by patching EXIF so Lightroom can use the target camera's profiles and film simulations. The full pipeline (RAW→DNG conversion if needed + EXIF patch + archiving originals) is done with a single command: fuji-convert <path>. Use when user provides photo folders/files and wants to "make it Fuji", "convert to Hasselblad", "fujifilm style", "hassel", "unlock film simulations", etc. Supports simple preset names like fuji, fujifilm, hasselblad, hassel, hassy, leica. Default behavior uses fixed clean configurations for best Lightroom compatibility.

Use when a user provides a RAW or DNG photo directory and wants Adobe Lightroom or Camera Raw to expose Fujifilm camera profiles or film simulations.