Agents Optimize

AWSOfficial

Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. Triggers on: "evaluate my agent", "add evaluator", "measure quality", "quality gate", "run evals", "agent too slow", "why is it slow", "reduce latency", "set up observability", "CloudWatch dashboard", "how much does my agent cost", "cost…

Install

npx skills add aws/agent-toolkit-for-aws --skill agents-optimize

npx skills add aws/agent-toolkit-for-aws --skill agents-optimize -a claude-code -g

npx skills add aws/agent-toolkit-for-aws --skill agents-optimize -a codex -g

gemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path plugins/aws-agents/skills/agents-optimize

gh skill install aws/agent-toolkit-for-aws agents-optimize

git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws /tmp/aws__agent-toolkit-for-aws
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-agents/skills/agents-optimize ~/.claude/skills/agents-optimize   # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-agents/skills/agents-optimize ~/.agents/skills/agents-optimize   # Codex, Cursor, Gemini CLI, Copilot, OpenCode

Install

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