Skill graph

Operate a Discord bot — slash commands, message responses, voice channels, role management.

One-on-one tutoring with adaptive difficulty, error analysis, and progress tracking across subjects.

Class booking, package/credit management, instructor preferences, waitlist handling for yoga and Pilates studios.

Handle coffee, pastry, and light-meal orders for cafés and bakeries: customizations, loyalty rewards, and pre-orders for pickup.

Accept takeout/delivery orders, dispatch couriers, track ETAs, handle special requests across restaurants and ghost-kitchens.

Audio classification is the task of assigning a label or class to a given audio. It can be used for recognizing which command a user is givi…

Audio-text-to-text models take both an audio clip and a text prompt as input, and generate natural language text as output. These models can…

Audio-to-Audio is a family of tasks in which the input is an audio and the output is one or multiple generated audios. Some example tasks ar…

Depth estimation is the task of predicting depth of the objects present in an image.

Masked language modeling is the task of masking some of the words in a sentence and predicting which words should replace those masks. These…

Image classification is the task of assigning a label or class to an entire image. Images are expected to have only one class for each image…

Image Segmentation divides an image into segments where each pixel in the image is mapped to an object. This task has multiple variants such…

Image-text-to-video models take an reference image and a text instructions as and generate a video based on them. These models are useful fo…

Image-to-video models take a still image as input and generate a video. These models can be guided by text prompts to influence the content …

Keypoint detection is the task of identifying meaningful distinctive points or features in an image.

Mask generation is the task of generating masks that identify a specific object or region of interest in a given image. Masks are often used…

Object Detection models allow users to identify objects of certain defined classes. Object detection models receive an image as input and ou…

Reinforcement learning is the computational approach of learning from action by interacting with an environment through trial and error and …

Tabular classification is the task of classifying a target category (a group) based on set of attributes.

Tabular regression is the task of predicting a numerical value given a set of attributes.

Text Ranking is the task of ranking a set of texts based on their relevance to a query. Text ranking models are trained on large datasets of…

Text-to-Speech (TTS) is the task of generating natural sounding speech given text input. TTS models can be extended to have a single model t…

Unconditional image generation is the task of generating images with no condition in any context (like a prompt text or another image). Once…

Video classification is the task of assigning a label or class to an entire video. Videos are expected to have only one class for each video…

Video-to-video models take one or more videos as input and generate new videos as output. They can enhance quality, interpolate frames, modi…

Visual document retrieval is the task of searching for relevant image-based documents, such as PDFs. These models take a text query and mult…

Zero-shot text classification is a task in natural language processing where a model is trained on a set of labeled examples but is then abl…

Zero-shot image classification is the task of classifying previously unseen classes during training of a model.

Zero-shot object detection is a computer vision task to detect objects and their classes in images, without any prior training or knowledge …

The base skill is a generic skill defining a set of attributes for skill classes; not meant to be used as an actual skill.

Predicting the distance or depth of objects within a scene from a single image or multiple images.

Document or database question answering is the process of retrieving and using information from a document or database to answer a specific …

Generation of any is augmenting the creation of text, images, audio, or other media by incorporating retrieved information to improve or gui…

The process of converting a 2D image into a 3D representation or model, often by inferring depth and spatial relationships.

Transforming one image into another using a learned mapping, often for tasks like style transfer, colorization, or image enhancement.

Identifying and locating specific points of interest within an image or object.

Producing segmented regions in an image to highlight specific areas or objects, typically represented as separate layers or overlays.

Tracking, promoting, and documenting different iterations of models and their artifacts.

Linking custom scripts or functions with external tools to extend capabilities.

Help shoppers find books at a specific independent bookstore, check stock, place holds, surface staff picks and events.

The act of committing to/adopting an object.\n\nRelated actions:\n\n* [[RejectAction]]: The antonym of AcceptAction.

The act of accomplishing something via previous efforts. It is an instantaneous action rather than an ongoing process.

The act of editing by adding an object to a collection.

The act of expressing a consistency of opinion with the object. An agent agrees to/about an object (a proposition, topic or theme) with part…

The act of inserting at the end if an ordered collection.

The act of registering to an organization/service without the guarantee to receive it.\n\nRelated actions:\n\n* [[RegisterAction]]: Unlike R…

The act of arriving at a place. An agent arrives at a destination from a fromLocation, optionally with participants.

The act of posing a question / favor to someone.\n\nRelated actions:\n\n* [[ReplyAction]]: Appears generally as a response to AskAction.

The act of forming one's opinion, reaction or sentiment.

The act of allocating an action/event/task to some destination (someone or something).

The act of granting permission to an object.

The act of forming a personal connection with someone (object) mutually/bidirectionally/symmetrically.\n\nRelated actions:\n\n* [[FollowActi…

The act of obtaining an object under an agreement to return it at a later date. Reciprocal of LendAction.\n\nRelated actions:\n\n* [[LendAct…

The act of giving money to a seller in exchange for goods or services rendered. An agent buys an object, product, or service from a seller f…

The act of asserting that a future event/action is no longer going to happen.\n\nRelated actions:\n\n* [[ConfirmAction]]: The antonym of Can…

The act of an agent communicating (service provider, social media, etc) their arrival by registering/confirming for a previously reserved se…

The act of an agent communicating (service provider, social media, etc) their departure of a previously reserved service (e.g. flight check-…

The act of expressing a preference from a set of options or a large or unbounded set of choices/options.

The act of generating a comment about a subject.

The act of ingesting information/resources/food.

The act of producing/preparing food.

The act of stopping or deactivating a device or application (e.g. stopping a timer or turning off a flashlight).

The act of departing from a place. An agent departs from a fromLocation for a destination, optionally with participants.

The act of discovering/finding an object.

The act of expressing a negative sentiment about the object. An agent dislikes an object (a proposition, topic or theme) with participants.

The act of providing goods, services, or money without compensation, often for philanthropic reasons.

The act of downloading an object.

The act of producing a visual/graphical representation of an object, typically with a pen/pencil and paper as instruments.

The act of swallowing liquids.

The act of swallowing solid objects.

The act of participating in exertive activity for the purposes of improving health and fitness.

The act of capturing sound and moving images on film, video, or digitally.

The act of finding an object.\n\nRelated actions:\n\n* [[SearchAction]]: FindAction is generally lead by a SearchAction, but not necessarily…

The act of transferring ownership of an object to a destination. Reciprocal of TakeAction.\n\nRelated actions:\n\n* [[TakeAction]]: Reciproc…

The act of intentionally disregarding the object. An agent ignores an object.

The act of adding at a specific location in an ordered collection.

The act of installing an application.

The act of interacting with another person or organization.

The act of asking someone to attend an event. Reciprocal of RsvpAction.

The act of providing an object under an agreement that it will be returned at a later date. Reciprocal of BorrowAction.\n\nRelated actions:\…

The act of expressing a positive sentiment about the object. An agent likes an object (a proposition, topic or theme) with participants.

The act of consuming audio content.

The action of logging into a device or application.

The act of being defeated in a competitive activity.

The act of marrying a person.

The act of an agent relocating to a place.\n\nRelated actions:\n\n* [[TransferAction]]: Unlike TransferAction, the subject of the move is a …

An agent orders an object/product/service to be delivered/sent.

The act of manipulating/administering/supervising/controlling one or more objects.

The act of producing a painting, typically with paint and canvas as instruments.

The act of participating in performance arts.

The act of capturing still images of objects using a camera.

The act of planning the execution of an event/task/action/reservation/plan to a future date.

The act of playing/exercising/training/performing for enjoyment, leisure, recreation, competition or exercise.\n\nRelated actions:\n\n* [[Li…

The act of responding instinctively and emotionally to an object, expressing a sentiment.

The act of physically/electronically taking delivery of an object that has been transferred from an origin to a destination. Reciprocal of S…

The act of rejecting to/adopting an object.\n\nRelated actions:\n\n* [[AcceptAction]]: The antonym of RejectAction.

The act of editing a recipient by replacing an old object with a new object.

The act of responding to a question/message asked/sent by the object. Related to [[AskAction]].\n\nRelated actions:\n\n* [[AskAction]]: Appe…

Reserving a concrete object.\n\nRelated actions:\n\n* [[ScheduleAction]]: Unlike ScheduleAction, ReserveAction reserves concrete objects (e.…

The action of resetting the password of a device or application.

The act of returning to the origin that which was previously received (concrete objects) or taken (ownership).

The act of notifying an event organizer as to whether you expect to attend the event.

The act of searching for an object.\n\nRelated actions:\n\n* [[FindAction]]: SearchAction generally leads to a FindAction, but not necessari…

The act of taking money from a buyer in exchange for goods or services rendered. An agent sells an object, product, or service to a buyer fo…

The act of physically/electronically dispatching an object for transfer from an origin to a destination. Related actions:\n\n* [[ReceiveActi…

The act of distributing content to people for their amusement or edification.

The act of momentarily pausing a device or application (e.g. pause music playback or pause a timer).

The act of gaining ownership of an object from an origin. Reciprocal of GiveAction.\n\nRelated actions:\n\n* [[GiveAction]]: The reciprocal …

The act of reaching a draw in a competitive activity.

The act of giving money voluntarily to a beneficiary in recognition of services rendered.

The act of traveling from a fromLocation to a destination by a specified mode of transport, optionally with participants.

The act of un-registering from a service.\n\nRelated actions:\n\n* [[RegisterAction]]: antonym of UnRegisterAction.\n* [[LeaveAction]]: Unli…

The act of applying an object to its intended purpose.

The act of consuming static visual content.

The act of expressing a desire about the object. An agent wants an object.

The act of consuming dynamic/moving visual content.

The act of dressing oneself in clothing.

The act of achieving victory in a competitive activity.

The act of authoring written creative content.