Instructions file
Instructions for kyegomez/swarms, covering claude.md — swarms framework guide, installation & setup, any provider supported by litellm works, project layout and core primitive: agent.
Skill Claude CodeCodex
Build agents and multi-agent systems with the Swarms framework — the Agent class, tools, autonomous loops, memory, and the 15+ multi-agent architectures (SequentialWorkflow, ConcurrentWorkflow, GraphWorkflow, HierarchicalSwarm, SwarmRouter, and more). Use whenever writing, reviewing, or debugging code that imports…
Agent
A catalog of real, public MCP servers you can plug straight into the Swarms Agent class — most require no authentication, a few use a free-tier API key. Runnable examples live in this folder.
Skill Claude CodeCodex
Perform comprehensive code reviews focusing on best practices, security vulnerabilities, performance optimization, and maintainability.
Skill Claude CodeCodex
Create effective data visualizations using best practices for clarity, accuracy, and visual communication of insights.
Skill Claude CodeCodex
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities.