agent-orchestration-improve-agent - Optimize Agent Performance
Systematically improve existing agents through performance analysis, prompt engineering, and continuous iteration
Tags
Updated: 2026-06-30Capabilities
Typical Inputs
Typical Outputs
What this skill does
- analyze agent performance metrics
- gather user feedback patterns
- identify failure modes
- apply prompt improvements
- create test scenarios
- run A/B tests
- evaluate performance changes
- manage agent versions
- deploy staged rollouts
- monitor production metrics
Inputs
- existing agent
- historical performance data
- user feedback
- test scenarios
- baseline metrics
Outputs
- performance baseline report
- optimized prompts
- test results
- evaluation metrics
- versioned agent
- deployment status
Requirements
- context-manager access
- prompt-engineer agent
- parallel-test-runner
- baseline metrics available
- test cases available