By wshobson
Optimize multi-agent AI systems by profiling performance, identifying failure patterns, and applying automated prompt engineering and context management improvements across application layers.
The Multi-Agent Optimization Tool is an advanced AI-driven framework designed to holistically improve system performance through intelligent, coordinated agent-based optimization. Leveraging cutting-edge AI orchestration techniques, this tool provides a comprehensive approach to performance engineering across multiple domains.
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Uses power tools
Uses Bash, Write, or Edit tools
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Dependency auditing, version management, and security vulnerability scanning
SAST analysis, dependency vulnerability scanning, OWASP Top 10 compliance, container security scanning, and automated security hardening
Database architecture, schema design, and SQL optimization for production systems
ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows
ETL pipeline construction, data warehouse design, batch processing workflows, and data-driven feature development
npx claudepluginhub wshobson/agents --plugin agent-orchestrationContext management and multi-agent orchestration with performance optimization tools
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