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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…
Write git commit messages and pull request titles in the WARP format used by the swarms repo
Review Python code for bugs, missing tests and security issues using the team's shared standards
Perform comprehensive code reviews focusing on best practices, security vulnerabilities, performance optimization, and maintainability
Create effective data visualizations using best practices for clarity, accuracy, and visual communication of insights
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities
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