agent-orchestration-improve-agent - Agent Performance Optimization
Systematically optimize existing agents through performance analysis, prompt engineering, and continuous iteration.
Tags
Updated: 2026-06-30Capabilities
Typical Inputs
Typical Outputs
What this skill does
- collect performance data
- analyze user feedback patterns
- classify failure modes
- apply prompt improvements
- run validation tests
- deploy agent versions
Inputs
- performance metrics
- user feedback data
- test scenarios
- existing agent configuration
- historical interaction data
Outputs
- performance baseline report
- optimized prompt configuration
- test evaluation results
- deployed agent version
- performance monitoring data
Requirements
- context-manager access
- prompt-engineer agent
- parallel-test-runner
- performance data collection