Carry architecture questions into the codebase
Leave each architecture discussion with answers grounded in the actual repository.
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
Architecture questions raised in meetings often lose their owner before anyone checks the code.
- Preserve questions raised during calls
- Get repository-grounded answers
- Make technical decisions easier to revisit
Setup
Build it in a few focused steps.
- 1Connect Fireflies and Devin MCP in Notis once.
- 2Create an automation named Architecture Question Follow-up.
- 3Tell Notis to extract unanswered architecture questions and repositories from the transcript, then ask Devin each question and summarize the answers.
- 4Pick Transcription Complete, choose a report channel, and test with one architecture meeting.
Questions about this workflow
Does this invent questions that were not discussed?
No. Instruct Notis to use only explicit or clearly implied unanswered questions from the transcript.
Can the report include the original meeting context?
Yes. Ask Notis to quote or summarize the relevant discussion before each Devin answer.
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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