agent-orchestration-improve-agent - Systematic Agent Performance Optimization
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
- Collect performance data
- Establish baseline metrics
- Identify failure modes
- Optimize agent prompts
- Improve reasoning steps
- Curate example sets
- Implement self-correction
- Build test suites
- Run A/B tests
- Evaluate performance
- Deploy improved versions
- Monitor production metrics
Inputs
- Existing agent
- Historical performance data
- User feedback
- Performance metrics
- Test scenarios
Outputs
- Performance analysis report
- Optimized agent prompts
- Test validation results
- Deployed agent version
- Performance metrics report
Requirements
- Existing agent deployment
- Performance tracking system
- A/B testing framework
- Version control system