Cluster survey themes from Slack
Turn a pasted or referenced set of responses into clear themes and examples.
Trigger
Channel Message Received
Triggered when a message is posted in a Slack channel (public, private, or multi-party IM). Does NOT match direct messages.
Action
Execute Code
Execute python code in a sandbox and return any result, stdout, stderr, and error. use /home/user folder to write/read files. try to not use plt.show() as the code is executed remotely. use files for image/chart output instead.
Why this helps
Reading every response manually slows product decisions.
- Reduces manual tagging
- Surfaces recurring themes
- Supports faster product decisions
Setup
Build it in a few focused steps.
- 1Connect Slackbot and Codeinterpreter once in Notis.
- 2Create an automation for survey theme analysis.
- 3Tell Notis to cluster the supplied responses, name each theme, count examples, and flag ambiguous comments.
- 4Pick Channel Message Received as the trigger and choose a report channel.
- 5Test with one real survey analysis request.
Questions about this workflow
Can it preserve respondent privacy?
Provide anonymized responses or instruct Notis to exclude personal identifiers from the report.
How many themes should it return?
Specify a target range or let it choose a useful grouping based on the data.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Slackbot to Codeinterpreter. A trigger fires from one place; an action lands in another.
Slackbot triggers
Codeinterpreter actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Create Sandbox
Create a sandbox to execute python code in a jupyter notebook cell. this is useful for agents to communicate, execute code, see output, read files, write files, etc. it's like you own personal computer, but in the cloud. use /home/user folder to write/read files.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Execute Code
Execute python code in a sandbox and return any result, stdout, stderr, and error. use /home/user folder to write/read files. try to not use plt.show() as the code is executed remotely. use files for image/chart output instead.
New Channel Created Trigger
Triggered when a new channel is created in Slack.
Get File
Get a file from the sandbox and returns the file. the files should be read from /home/user folder.
Channel Message Received
Triggered when a message is posted in a Slack channel (public, private, or multi-party IM). Does NOT match direct messages.
Run Terminal Command
Run a command in the terminal and returns the stdout, stderr, and error code. use /home/user folder to write/read files.
Direct Message Received
Triggered when a new direct message (DM) is sent to a user in Slack. Catches all DMs across all DM channels.
Upload File
Upload a file to the sandbox environment. the files should be uploaded to the /home/user folder.
Message Reaction Added
Triggered when a reaction is added to a message in Slack. Supports optional filtering by channel and emoji name.
Message Reaction Removed
Triggered when a reaction is removed from a message in Slack. Supports optional filtering by channel and emoji name.
Reaction Added Trigger
DEPRECATED: use `SLACK_MESSAGE_REACTION_ADDED` instead. Triggered when a reaction is added to a message in Slack.
Connect any two apps with Notis in the middle.
Slackbot and Codeinterpreter, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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