Primitives

Primitives are the fundamental building blocks that can be shared and composed within the system. They serve as the foundation for creating complex agent-based systems and workflows.

Tools

Tools are atomic units of functionality that agents can use to perform specific actions. They provide a standardized interface for interacting with various capabilities, such as:

File operations
API calls
Data processing
External service integrations

Agents

Agents are autonomous entities that can use tools and make decisions. They are:

Instructions - Define the agent's behavior and expertise
Tools - Capabilities available to the agent
Experts - Domain/scope of operation

Tasks

Tasks represent what/who needs to be accomplished. They contain:

Objective - Clear goal to achieve
Instructions - How to accomplish the goal
Tools - Required capabilities
Experts - Required domain knowledge

Toolkits

Toolkits are collections of related tools that work together to provide broader functionality. They:

Group related tools logically (e.g., Twitter operations)
Provide consistent interfaces
Can be shared and reused
Enable modular capability extension

Memory

Memory systems allow agents to:

Store and retrieve information
Maintain context across interactions
Learn from past experiences
Share knowledge with other agents

History

History tracking provides:

Record of past actions and decisions
Audit trails for debugging
Learning opportunities
Performance analysis data

Flows

Flows define the logic for running a task or set of tasks. They:

Orchestrate multiple agents
Define task sequences
Handle data passing between components
Manage error handling and recovery