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Turn clarified Telegram plans into projects

Let a clear correction or update become the point where an initiative gets organized.

Trigger

Message Edited

Triggered when a message in a chat your bot can see is edited by its sender.

Action

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.

Why this helps

An important change to a chat message can clarify a decision, while the original vague wording leaves everyone unsure what happens next.

  • Act on a clarified decision rather than an ambiguous first draft.
  • Create a project when an update makes the initiative concrete.
  • Reduce the need to revisit an edited message and manually create a workspace.

Setup

Build it in a few focused steps.

  • 1Connect Telegram and Humanloop to Notis through the portal once.
  • 2Tell Notis to create an automation or open Automations and choose New Automation.
  • 3Write a single instruction to create a project when an edited message clearly establishes a new feedback initiative.
  • 4Select Message Edited as the Telegram trigger and choose a run-report channel.
  • 5Test with one real edited message that clarifies a new initiative.

Questions about this workflow

Can it tell whether an edit changes the meaning?

State in the prompt that project creation should happen only when the edited message clearly establishes a distinct initiative.

Does the bot need access to the chat?

Yes. The trigger covers messages in chats the bot can see.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

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

Telegram triggers

Humanloop actions

Recurring trigger

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

TriggerScheduled

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.

ActionInstant

Webhook trigger

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

TriggerInstant

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.

ActionInstant

New Message Received

Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.

TriggerInstant

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.

ActionInstant

New Channel Post

Triggered when a new post is published to a channel where your bot is an administrator.

TriggerInstant

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.

ActionInstant

Callback Query Received

Triggered when a user taps an inline keyboard button attached to one of your bot's messages.

TriggerInstant

Message Edited

Triggered when a message in a chat your bot can see is edited by its sender.

TriggerInstant

New Chat Member

Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.

TriggerInstant

Connect any two apps with Notis in the middle.

Telegram and Humanloop, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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