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agents-optimize

Apache-2.0Updated on Nov 11, 20263,464GitHub stars

This aws-agents skill measures and improves the quality, speed and cost of an agent running on Amazon Bedrock AgentCore.

InstallRepository Checked on Nov 13, 2026

What the skill teaches

This aws-agents skill measures and improves the quality, speed and cost of an agent running on Amazon Bedrock AgentCore. It routes to reference material for setting up evaluators and running evals, online monitoring, quality gates in CI/CD pipelines, observability with traces sent to CloudWatch and dashboards, cutting latency and estimating or reducing cost, and for fixing missing logs or spans. It reads the project context first and then follows the matching reference. Agents that are broken rather than slow are sent to agents-debug. It requires AgentCore CLI 0.9.0 or later.

Capabilities

  • Set up evaluators and run agent evals
  • Add quality gates to CI/CD
  • Set up agent observability in CloudWatch
  • Reduce agent latency and cost

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