Create Scale AI video annotation tasks from Linear
Video labeling requests start as Linear issues and then wait for someone to build the Scale AI task. Notis opens the video annotation task automatically, so annotators can start drawing shapes across frames right away.
Trigger
Issue Created Trigger
Triggered when a new issue is created.
Action
Create Video Annotation Task
Tool to create a video annotation task where annotators draw geometric shapes around specified objects across video frames. Use when you need to annotate video content with bounding boxes, polygons, lines, points, cuboids, or ellipses. Accepts either individual image frames or video files.
Why this helps
Video labeling requests stall in Linear because setting up the Scale AI video task is an extra, easy-to-defer step.
- Video labeling requests become live tasks instantly
- Object tracking work starts without a manual setup step
- Fewer stalled vision jobs during heavy sprints
Setup
Build it in a few focused steps.
- 1Connect Linear and Scale AI to Notis one time from the portal
- 2Ask Notis for your portal link and open Automations, then New Automation
- 3Write the instruction: when a Linear video-labeling issue is created, open a Scale AI video annotation task
- 4Pick the Linear Issue Created trigger and a channel for run reports
- 5File a sample video issue and confirm the task appears in Scale AI
Questions about this workflow
Does it accept frames or full video files?
Scale AI video annotation supports both. Describe which you are using in your prompt and Notis passes it through.
Can I set the shapes to draw?
Yes. Mention boxes, polygons, points, or other shapes in the instruction and Notis carries that intent into the task.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Linear to Scale ai. A trigger fires from one place; an action lands in another.
Linear triggers
Scale ai actions
Comment Received Trigger
Triggered when a comment is received.
Add Studio Assignments
Tool to add project assignments to team members in Scale AI Studio. Use when you need to assign specific projects to team members by their email addresses. This action creates new assignments for the specified team members and projects.
Issue Created Trigger
Triggered when a new issue is created.
Add Task Tags
Tool to add tags to an existing task. Use when you need to tag or categorize tasks for organization and filtering. Automatically avoids duplicate tags.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Create Batch
Tool to create a new batch within a project. Use when you need to group multiple tasks together for organizational and processing purposes.
Private Team Comment Created
Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).
Create Document Transcription Task
Tool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents. Use when you need to extract structured data from documents like invoices, forms, or screenshots.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Create Image Annotation Task
Tool to create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse). Use when you need to annotate objects in images with bounding boxes, polygons, or other geometric annotations.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
Create Lidar Annotation Task
Tool to create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space. Use when you need to annotate LIDAR frame sequences with 3D object detection.
Project Created
Fires when a new Linear project is created. Covers projects in both public and private teams — polls with the connected user's token, so visibility matches what the connected user can see in Linear.
Create LiDAR Segmentation Task
Tool to create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points. Use when you need to annotate point cloud data with object classes such as vehicles, pedestrians, roads, buildings, etc. Either 'project' or 'batch' must be provided in the request.
Project Properties Updated
Fires when properties on a Linear project change (status, lead, target date, priority, etc.). Covers projects in both public and private teams — polls with the connected user's token.
Create Named Entity Recognition Task
Tool to create a named entity recognition task for labelers to highlight text entity mentions. Use when you need to extract and label entities such as people, organizations, or locations from text.
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When this happens · Trigger
Do this · Action
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