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agent-orchestration-improve-agent - Optimize Agent Performance

Systematically 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 performance
  • collect metrics
  • identify failures
  • improve prompts
  • validate changes
  • deploy changes
  • monitor performance
  • run tests
  • compare versions

Inputs

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

Outputs

  • performance reports
  • improved prompts
  • test results
  • agent versions
  • comparison metrics

Requirements

  • context-manager tool
  • prompt-engineer agent
  • historical data access
  • A/B testing framework
  • version control system

Source

  • Spec: SKILL.md

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agent performance
prompt engineering
testing
monitoring
optimization
version control
analyze performance
collect metrics
identify failures
improve prompts
performance metrics
user feedback
agent configuration
performance reports
improved prompts
test results