Prepare a project recap with session context
When it is time to summarize what happened in an AI project, Notis can retrieve the sessions for the project named in Slack.
Trigger
Direct Message Received
Triggered when a new direct message (DM) is sent to a user in Slack. Catches all DMs across all DM channels.
Action
List Sessions
This tool retrieves a paginated list of sessions for a specific project in humanloop. it requires a project id (and optionally, page and size for pagination) and returns session details such as id, reference id, project information, datapoints count, first inputs, last output, created at, and updated at. this enables users to monitor and analyze historical project interactions.
Why this helps
Recaps take longer when the person writing them has to reconstruct where the interaction history lives.
- Make session history easier to gather for a recap.
- Keep project context close to the recap request.
- Reduce the mental load of reconstructing recent work.
Setup
Build it in a few focused steps.
- 1Connect Slack and Humanloop to Notis once in the portal.
- 2Create an automation in the portal, or ask Notis conversationally for one.
- 3Write one plain-language instruction to retrieve sessions when a DM requests a recap and identifies the Humanloop project.
- 4Select the Slack direct message trigger and choose a channel for run reports.
- 5Test with one real recap request and confirm the sessions are for the named project.
Questions about this workflow
Will Notis write the recap?
This action retrieves sessions. Use their details as source context for a separate recap task.
Can it find the project from memory?
The request should identify the project clearly to avoid pulling the wrong session history.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Slack to Humanloop. A trigger fires from one place; an action lands in another.
Slack triggers
Humanloop actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Create Project
This tool creates a new project in humanloop. it is an independent action that generates a project by accepting a project's name (required), an optional description, and an optional organization id. upon execution, it returns details of the created project, including the project's id, name, description, created at timestamp, and organization id.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Delete Project
This tool allows you to delete a specific project from your humanloop organization. the deletion is permanent and cannot be undone. all associated data, including sessions, datapoints, and evaluations linked to the project, will be permanently removed.
New Channel Created Trigger
Triggered when a new channel is created in Slack.
List Experiments
This tool retrieves an array of experiments associated with a specific project in humanloop. it requires a project id (starting with 'pr ') and returns details including experiment id, name, description, creation timestamp, status, configuration details, and metrics/results. it is useful for monitoring experiments, analyzing results, tracking model configurations, and comparing experimental setups.
Channel Message Received
Triggered when a message is posted in a Slack channel (public, private, or multi-party IM). Does NOT match direct messages.
List Sessions
This tool retrieves a paginated list of sessions for a specific project in humanloop. it requires a project id (and optionally, page and size for pagination) and returns session details such as id, reference id, project information, datapoints count, first inputs, last output, created at, and updated at. this enables users to monitor and analyze historical project interactions.
Direct Message Received
Triggered when a new direct message (DM) is sent to a user in Slack. Catches all DMs across all DM channels.
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.
Slack and Humanloop, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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