Process data augmentation pipeline operations. Auto-activating skill for ML Training. Triggers on: data augmentation pipeline, data augmentation pipeline Part of the ML Training skill category. Use when working with data augmentation pipeline functionality. Trigger with phrases like "data augmentation pipeline", "data pipeline", "data".
4.0
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0
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Machine Learning
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This skill is extremely generic and provides minimal actionable guidance for data augmentation pipelines. The description is vague ('Process data augmentation pipeline operations') without explaining what specific capabilities exist. Task knowledge is nearly absent—no concrete steps, code examples, or augmentation techniques (rotation, flipping, noise injection, etc.) are provided. The structure is clear and well-organized with appropriate sections, but they contain placeholder content rather than substantive information. Novelty is low because the skill doesn't demonstrate specialized capabilities beyond what a CLI agent could accomplish with general prompting. To improve: specify supported augmentation types, provide actual implementation examples, include library-specific guidance (imgaug, Albumentations, torchvision transforms), and offer concrete pipeline architectures.
jeremylongshore
Skill Author
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