Automated content assessment for collaboration platforms

A collaboration system, comprising:

• a first interface configured to communicate with at least one client device;
• a second interface configured to communicate with a generative output engine;
• and
• a centralized automation rule service coupled with the first interface and the second interface, the centralized automation rule service comprising executable instructions stored in memory and executed by one or more processors to:
• detect that an object associated with a page of a documentation platform has been created or modified by a user;
• and
• in response to detecting that the object has been created or modified by the user, evaluate a criteria of a trigger component of an automation rule to determine that the criteria is satisfied by the object being created or modified;
• in response to the trigger component being satisfied:
• generate, according to a condition component of the automation rule, a condition prompt comprising a content portion from the object associated with the page, the object referenced by the condition component, one or more classifier strings, and a set of example input-output content to classifier pairs;
• provide, via the second interface, the condition prompt to the generative output engine using a first application program interface call;
• obtain, via the second interface, a first generative response from the generative output engine responsive to the first application program interface call;
• and
• determine that the condition component of the automation rule is satisfied based on the first generative response;
• and
• in response to the condition component being satisfied, perform one or more next components of the automation rule, wherein performing the one or more next components comprises:
• select, according to an action component of the automation rule, the content portion from the object;
• generate an action prompt comprising the content portion and an indication of an output format for a second generative response;
• provide, via the second interface, the action prompt to the generative output engine using a second application program interface call;
• and
• obtain, via the second interface, the second generative response from the generative output engine responsive to the second application program interface call;
• and
• create or modify content of the collaboration system using the second generative response.

A computer-implemented method for automation rule creation within a collaboration system, the method comprising:

• causing generation of a graphical user interface of the collaboration system, the graphical user interface including a first input field for receiving user input;
• in response to receiving a first input of the graphical user interface indicating a selection of a trigger component for an automation rule, the trigger component associated with a change to an object of the collaboration system:
• causing generation of a first one or more graphical elements representing the trigger component;
• and
• causing generation of a second one or more graphical elements representing a set of candidate condition components for the automation rule;
• in response to receiving a selection of a condition component of the set of candidate condition components that uses a generative output engine:
• causing generation of a second input field for receiving user input indicating, for the condition component, a content portion of the object of the collaboration system;
• and
• causing generation of a third input field for receiving user input indicating one or more classifier strings for the content portion;
• in response to receiving a second input to the graphical user interface indicating the content portion and a third input to the graphical user interface indicating the one or more classifier strings:
• causing generation of a third one or more graphical elements representing the condition component;
• and
• causing generation of a fourth one or more graphical elements representing a set of next components for the automation rule;
• and
• in response to receiving a fourth input of the graphical user interface indicating for the collaboration system to save the automation rule that includes the trigger component, the condition component that uses the generative output engine, and one or more next components of the set of next components:
• generating a service on the collaboration system that obtains, for the condition component, a first generative response from the generative output engine in response to an event satisfying the trigger component, and performs an operation in response to a condition satisfying the condition component, wherein the operation corresponds to creating or modifying content according to the one or more next components.