Start Projects Right: Auto-Review Project Descriptions
A confusing or hostile project description derails planning and morale. Get AI to flag problems before the team digs in.
Trigger
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.
Action
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.
Why this helps
Unclear project framing creates misalignment and prolongs the planning phase unnecessarily.
- clarity assurance
- misalignment prevention
- strong project launch
- team alignment
Setup
Build it in a few focused steps.
- 1Connect Linear and Ai ml api to Notis.
- 2Create an automation: select 'Project Created' as the trigger from Linear.
- 3Write your prompt: 'Review this new project description for clarity, hostile language, vague goals, or missing context. Flag anything that might confuse the team or derail planning.'
- 4Alert you for review.
- 5Create a test project with intentionally unclear goals and verify the flag.
Questions about this workflow
What makes a project description unclear?
Vague goals, undefined success metrics, missing context, or jargon without explanation.
Can this check against project templates?
Yes. Include your template checklist in the prompt (e.g., 'must include timeline, budget, success metrics').
Does this slow down project creation?
No. AI reviews instantly. You get a flag, approve it, and launch. Usually 10-15 seconds.
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.