agent-orchestration-improve-agent

SKILL.md

Agent Performance Optimization Workflow

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

[Extended thinking: Agent optimization requires a data-driven approach combining performance metrics, user feedback analysis, and advanced prompt engineering techniques. Success depends on systematic evaluation, targeted improvements, and rigorous testing with rollback capabilities for production safety.]

Use this skill when

Improving an existing agent's performance or reliability

Analyzing failure modes, prompt quality, or tool usage

Running structured A/B tests or evaluation suites

Designing iterative optimization workflows for agents

Do not use this skill when

You are building a brand-new agent from scratch

There are no metrics, feedback, or test cases available

The task is unrelated to agent performance or prompt quality