Name: roboflow-data-management
Rating: 77.2 (1 reviews)
Author: roboflow

roboflow-data-management

Use when uploading images, labeling, organizing datasets, creating Roboflow projects (detection/segmentation/keypoint/classification), tags, splits, versions, or RoboQL search.

1.40x

Quality

66%

Does it follow best practices?

Impact

94%

1.40x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/data-management/SKILL.md

Evaluation results

100%

27%

Dataset Quality Audit Query Sheet

RoboQL dataset search query sheet

Criteria

Without context

With context

class: filter

100%

split: filter

100%

tag: filter

100%

NOT operator

100%

AND operator

100%

OR operator

100%

max-annotations: filter

100%

min-annotations: comparison

70%

100%

Inverted filter prefix

100%

sort: modifier

100%

min-width: / max-width:

100%

Parentheses grouping

100%

82%

Training Dataset Version for Small-Object Road Sign Detector

Version config for small-object detection

Criteria

Without context

With context

Tile preprocessing

100%

Modify Classes at version level

71%

100%

Does NOT use project-level class edit

100%

Filter Null percentage

100%

Filter by Tag include

100%

Augmentation configured

100%

Augmentation train-only awareness

Version frozen snapshot comment

25%

Correct SDK version generate call

100%

Placeholder API key

100%

52%

Multi-Project Workspace Setup for Construction Site Safety

Multi-project setup with annotation sharing

Criteria

Without context

With context

Object Detection project type

100%

Segmentation project type

100%

Project type immutability noted

100%

Annotation group sharing enabled

14%

100%

Shared annotation side-effect noted

25%

100%

CLI upload recommended

100%

CLI vs web UI size threshold

25%

100%

CLI upload command shown

100%

20 MB image size limit flagged

100%

Duplicate skip behavior noted

100%

projects_create tool/method used

100%

Repository: roboflow/computer-vision-skills
Commit: 02936d5

Evaluated: 2 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Dataset Quality Audit Query Sheet Training Dataset Version for Small-Object Road Sign Detector Multi-Project Workspace Setup for Construction Site Safety

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