agent-orchestration-improve-agent - Optimizes existing agent performance and prompt quality
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Tags
Updated: 2026-09-23Capabilities
What this skill does
- Analyze agent performance data
- Classify system failure modes
- Optimize prompts and few-shot examples
- Implement chain-of-thought reasoning
- Execute A/B evaluation tests
- Perform staged version deployments
- Execute quick rollback procedures
Inputs
- Agent execution logs
- User interaction feedback
- Evaluation test scenarios
- Baseline performance metrics
Outputs
- Baseline performance reports
- Optimized prompt templates
- A/B test evaluation results
- Deployed agent versions
- Performance monitoring dashboards
Requirements
- context-manager tool
- prompt-engineer agent
- parallel-test-runner tool
- Git version control system