Real-Time Data Validation Automation
Comment asking for validation and get instant data quality reports without leaving Linear.
Trigger
Comment Received Trigger
Triggered when a comment is received.
Action
Get Actor Details
Tool to get details of a specific actor. use when you need actor metadata by id or username/actorname.
Why this helps
You want to validate research data but manually checking actor status and dataset consistency across Apify takes too long.
- Validate data without jumping to Apify
- Quick checks keep research on track
- Validation results stay in the conversation
- Confidence in data quality
Setup
Build it in a few focused steps.
- 1Connect Linear and Apify.
- 2Go to Automations > New Automation and write: When I comment with the word validate, check the status of the related Apify actor, verify dataset integrity, and reply with a validation report.
- 3Select Comment Received as the trigger.
- 4Choose your channel and click Create.
- 5Test by commenting validate data and watch the report appear.
Questions about this workflow
What does a validation report include?
Actor status, last run time, dataset record count, data format checks, and any inconsistencies found. You can customize this in your prompt.
Can I validate multiple actors or datasets?
Yes, include their names in your comment: Validate market-intel and competitor-tracking and Notis will check both.
How is data quality determined?
Notis checks for missing fields, duplicate records, and schema consistency. You can define custom rules in your automation prompt.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Linear to Apify. A trigger fires from one place; an action lands in another.
Linear triggers
Apify actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Create Actor
Tool to create a new actor with specified configuration. use when you need to initialize a fresh actor programmatically before publishing or running it.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Create Dataset
Tool to create a new dataset. use when you need to initialize or retrieve a dataset by name.
Comment Received Trigger
Triggered when a comment is received.
Create Actor Task
Tool to create a new actor task with specified settings. use when you need to configure or schedule recurring actor runs programmatically.
Issue Created Trigger
Triggered when a new issue is created.
Create Task Webhook
Tool to create a webhook for an actor task. use when you need external notifications about task run events (e.g., completion or failure) in downstream systems.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Delete Actor
Tool to delete an actor permanently. use when you need to remove an actor by its id or username~actorname. confirm before calling.
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).
Delete Webhook
Tool to delete a webhook by its id. use when removing a webhook after confirming the webhook id.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Get Actor Details
Tool to get details of a specific actor. use when you need actor metadata by id or username/actorname.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
Get all webhooks
Tool to get a list of all webhooks created by the user. use when you need to enumerate webhooks before filtering or maintenance.
Connect any two apps with Notis in the middle.
Linear and Apify, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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