Never Lose the Plot Again: Auto-Summarize Issue Threads
Long comment threads create decision paralysis. Get AI to condense discussions into 1-2 clear takeaways so you can move forward.
Trigger
Comment Received Trigger
Triggered when a comment is received.
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
Reading back through long comment threads causes context loss and decision fatigue.
- reduced re-reading
- clear action items
- decision clarity
- preserved context
Setup
Build it in a few focused steps.
- 1Connect Linear and Ai ml api to Notis.
- 2Create an automation: select 'Comment Received' as the trigger from Linear.
- 3Write your prompt: 'Summarize all comments on this issue in 2-3 sentences. Highlight the decision point, any blockers, and the next step.'
- 4Deliver summaries to your preferred notification channel.
- 5Test by adding several comments to a linear issue and verify a summary arrives.
Questions about this workflow
How often do I get a summary?
Each time someone comments. You get a fresh summary with all discussion up to that point.
Can I get summaries for past issues?
This automation triggers on new comments going forward. For past issues, you can ask Notis to summarize them on demand.
What if the summary misses something important?
Edit your prompt to emphasize what matters (e.g., 'always include timeline and budget implications').
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.
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.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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.
Comment Received Trigger
Triggered when a comment is received.
Issue Created Trigger
Triggered when a new issue is created.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
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).
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
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.