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agent-orchestration-improve-agent - Agent Performance Optimization

Improve existing agents through performance analysis, prompt engineering, and iteration

Tags

Updated: 2026-06-30

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • analyze agent performance
  • collect baseline metrics
  • apply prompt improvements
  • run A/B tests
  • validate test suites
  • manage agent versions
  • monitor performance metrics
  • execute rollbacks

Inputs

  • existing agent
  • performance metrics
  • user feedback
  • test cases
  • historical data

Outputs

  • performance baseline report
  • improved prompt
  • test results
  • agent version
  • deployment status

Requirements

  • context-manager tool
  • prompt-engineer agent
  • parallel-test-runner tool
  • existing metrics or feedback

Source

  • Spec: SKILL.md
agent
optimization
performance
prompt-engineering
A/B-testing
analyze agent performance
collect baseline metrics
apply prompt improvements
run A/B tests
existing agent
performance metrics
user feedback
performance baseline report
improved prompt
test results