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Write Issues Faster: AI-Powered Descriptions

Writing detailed issues requires energy and mental bandwidth. Get AI to generate a comprehensive description from just a title or brief note.

Trigger

Issue Created Trigger

Triggered when a new issue is created.

Action

Text Chat Completion

Tool to generate text completions or chat responses using a specified llm model. use after assembling the conversation history to produce the next response.

Why this helps

Manual issue write-ups create friction and often get abandoned halfway, leaving teammates confused.

  • less writing friction
  • consistent structure
  • faster issue creation
  • complete context

Setup

Build it in a few focused steps.

  • 1Connect Linear and Ai ml api to Notis.
  • 2Create an automation: select 'Issue Created' as the trigger from Linear.
  • 3Write your prompt: 'Generate a detailed issue description that includes: problem statement, expected behavior, acceptance criteria, and potential blockers. Base it on the issue title and any initial context provided.'
  • 4Have AI post the generated description as a comment on the new issue.
  • 5Create a test issue with just a title and verify the AI-generated description arrives.

Questions about this workflow

What if the generated description is not quite right?

You can edit it directly in Linear, or refine your automation prompt to be more specific (e.g., 'include impact level').

Does this work for all issue types?

Yes, but you can customize your prompt for different templates (bugs, features, docs, etc.).

Can this pull info from related issues?

Not automatically, but mention related issues in your prompt and the AI will incorporate context if available.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Linear to Ai ml api. A trigger fires from one place; an action lands in another.

Linear triggers

Ai ml api actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Moderation Completion

Tool to classify input text or image for safety using a moderation model. use after receiving user-generated content to filter out unsafe material.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Text Chat Completion

Tool to generate text completions or chat responses using a specified llm model. use after assembling the conversation history to produce the next response.

ActionInstant

Comment Received Trigger

Triggered when a comment is received.

TriggerInstant

Issue Created Trigger

Triggered when a new issue is created.

TriggerInstant

Issue Updated Trigger

Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.

TriggerInstant

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).

TriggerPolling

Private Team Issue Created

Fires when a new issue appears in a private Linear team (polled with the connected user's token).

TriggerPolling

Private Team Issue Properties Updated

Fires when properties on an issue change in a private Linear team (polled with the connected user's token).

TriggerPolling

Connect any two apps with Notis in the middle.

Linear and Ai ml api, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

Save your first hour today.

7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Ai ml api.