Ground refactor scope in the actual codebase
Replace broad refactor talk with repository evidence your team can use to plan.
Trigger
Transcription Complete Trigger
Triggers when a transcription is complete. Polls Fireflies API for transcripts created or updated since the last poll time. Handles rate limiting gracefully.
Action
Ask question
Ask any question about a GitHub repository and get an AI-powered, context-grounded response. Args: repoName: GitHub repository or list of repositories (max 10) in owner/repo format question: The question to ask about the repository
Why this helps
Refactor scope expands when meeting assumptions are not checked against the repository.
- Make refactor scope clearer
- Surface dependencies early
- Improve planning confidence
Setup
Build it in a few focused steps.
- 1Connect Fireflies and Devin MCP in Notis once.
- 2Create an automation named Refactor Scope Check.
- 3Tell Notis to extract refactor goals, repositories, and open questions from the transcript, then ask Devin for repository-grounded scope context.
- 4Pick Transcription Complete, choose a report channel, and test with one refactor planning meeting.
Questions about this workflow
Can it estimate the refactor?
No. It can provide repository context and constraints, while estimation remains a team planning decision.
Can it handle a list of repositories?
Yes. Ask Notis to use up to 10 clearly named owner/repo repositories.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Fireflies to Devin MCP. A trigger fires from one place; an action lands in another.
Fireflies triggers
Devin MCP actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Ask question
Ask any question about a GitHub repository and get an AI-powered, context-grounded response. Args: repoName: GitHub repository or list of repositories (max 10) in owner/repo format question: The question to ask about the repository
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
List available repos
List all repositories available to query with your Devin account. Only available in private mode (via devin.ai endpoints).
Transcription Complete Trigger
Triggers when a transcription is complete. Polls Fireflies API for transcripts created or updated since the last poll time. Handles rate limiting gracefully.
Read wiki contents
View documentation about a GitHub repository. Args: repoName: GitHub repository in owner/repo format (e.g. "facebook/react")
Read wiki structure
Get a list of documentation topics for a GitHub repository. Args: repoName: GitHub repository in owner/repo format (e.g. "facebook/react")
Connect any two apps with Notis in the middle.
Fireflies and Devin MCP, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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