Agency Swarm Pydantic .cursorrules prompt file
About .cursorrules prompt file
What you can build
Agency Swarm Creation Platform: A web application that allows users to visually create and configure agency swarms using a drag-and-drop interface. Users can define agent roles, assign tools, and set communication flows without needing to write code.
Agent Optimization Dashboard: An analytics tool that tracks the performance of agents within a swarm. It provides insights and suggests optimizations for better efficiency and collaboration among agents, including visualization of communication flows and potential bottlenecks.
AI Tool Development Wizard: A guided tool for non-technical users to create custom tools for their agents. It walks users through defining tool functionality, selecting necessary APIs or packages, and automatically generates code that is ready to be integrated into the Agency Swarm framework.
Agent Role Customizer: A specialized software that allows users to define and customize agent roles and their corresponding workflows. Includes templates and best practice guides for setting up roles, goals, and processes aligned with the agency's mission.
Agency Swarm Deployment Kit: A kit for deploying agency swarms in production environments. It includes scripts for automatic deployment, environment configuration, and monitoring tools to ensure reliability and scalability.
Clarity Code Debugger for Agents: A debugging tool specifically designed for the Agency Swarm framework, facilitating debugging of agent interactions, tool executions, and state management.
Dynamic Instruction Editor: A tool that enables real-time editing and updating of instruction files and shared manifestos used across agents and agencies, ensuring quick adaptation to new objectives or strategies.
Marketplace for Swarm Tools and Agents: An online marketplace where developers and businesses can share, sell, and buy pre-configured tools, agents, and entire agency configurations for the Agency Swarm framework.
Training Module for Agent Developers: An online course platform that provides comprehensive training materials on creating and managing agents and tools within the Agency Swarm framework, complete with workshops, tutorials, and projects.
Automated Feedback System for Agents: A system integrated into the framework that automatically collects performance feedback from users, and then suggests or automates adjustments to agent instructions to improve their effectiveness.
Benefits
- Customizable Agent Collaboration: Create agencies with distinct communication flows between agents, ensuring dynamic and flexible collaboration for achieving shared objectives.
- Pydantic-based Tool Development: Design tools with pydantic for clear validation, enabling robust functionality and reliable deployment across agents.
- Structured Environment with Code Examples: Comprehensive guidelines with sample code and templates ensure consistency in agent, tool, and agency development within the framework.
Synopsis
Developers building multi-agent systems will benefit from creating collaborative tools within the Agency Swarm framework, enhancing communication, task automation, and achieving unified objectives.
Overview of .cursorrules prompt
The .cursorrules file provides comprehensive guidelines for AI developers working with the Agency Swarm Framework to create AI tools and agents that enhance communication and collaboration among agents. The file defines the role of developers in tool and agent architecture, detailing the development process, the framework's objectives, agent roles, and operational folder structures. It also outlines the creation and configuration processes for tools, agents, and agencies while emphasizing best practices such as code quality, documentation, and the use of APIs and packages. Additionally, it describes how to structure the agency's communication flows and provides templates for essential files like `instructions.md` and agency manifesto.