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Notis

Pair release announcements with evaluation runs

When a model or prompt change is announced, use the moment to kick off its HoneyHive evaluation.

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

Start Evaluation Run

Tool to initiate an evaluation run using external datasets. Use after selecting a project and events; optionally link a dataset.

Why this helps

Quality checks after releases are easy to defer when the next task arrives immediately.

  • Tie release communication to evaluation follow-through.
  • Reduce the number of separate reminders to manage.
  • Make evaluation runs a more consistent release habit.

Setup

Build it in a few focused steps.

  • 1Connect Slack and HoneyHive once through the Notis portal.
  • 2Create an automation in the portal or ask Notis to set it up conversationally.
  • 3Describe in one prompt which release announcements should start an evaluation run.
  • 4Select the Slack channel message trigger and a run-report channel.
  • 5Test with a suitable release announcement and confirm the evaluation run starts.

Questions about this workflow

Does every release message start a run?

Use the prompt to describe which kinds of release announcements qualify and verify with an example.

What does HoneyHive need for an evaluation?

The project and evaluation context must be available to Notis through the connected HoneyHive integration.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Slack to Honeyhive. A trigger fires from one place; an action lands in another.

Slack triggers

Honeyhive actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Add datapoints to dataset

Tool to add datapoints to a dataset. Use when you need to append multiple entries with specified input, ground truth, and history mappings.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Create Batch Model Events

Tool to create multiple model events in a single request. Use when you need to log a batch of event interactions to HoneyHive.

ActionInstant

New Channel Created Trigger

Triggered when a new channel is created in Slack.

TriggerInstant

Create Batch Tool Events

Tool to log a batch of external API calls as tool events. Use when you need to record multiple tool events in one request—use after gathering all event data.

ActionInstant

Channel Message Received

Triggered when a message is posted in a Slack channel (public, private, or multi-party IM). Does NOT match direct messages.

TriggerInstant

Create Dataset

Tool to create a dataset. Use when you need to initialize a new dataset within a project.

ActionInstant

Direct Message Received

Triggered when a new direct message (DM) is sent to a user in Slack. Catches all DMs across all DM channels.

TriggerInstant

Create Tool

Tool to create a new tool. Use when you need to register a new function or plugin for invocation.

ActionInstant

Message Reaction Added

Triggered when a reaction is added to a message in Slack. Supports optional filtering by channel and emoji name.

TriggerInstant

Delete Datapoint

Tool to delete a specific datapoint by its ID. Use when you need to remove a datapoint from HoneyHive after confirming its identifier.

ActionInstant

Message Reaction Removed

Triggered when a reaction is removed from a message in Slack. Supports optional filtering by channel and emoji name.

TriggerInstant

Delete Dataset

Tool to delete a dataset by ID. Use when you need to remove a dataset after confirming its ID.

ActionInstant

Reaction Added Trigger

DEPRECATED: use `SLACK_MESSAGE_REACTION_ADDED` instead. Triggered when a reaction is added to a message in Slack.

TriggerInstant

End Evaluation Run

Tool to mark an evaluation run as completed. Use after finishing manual evaluations to update the run status to completed.

ActionInstant

Connect any two apps with Notis in the middle.

Slack and Honeyhive, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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