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Measuring an agent's quality, latency and cost v1.0.0

Use this resource to measure and improve an agent's quality, speed and cost

New

  • 447 downloads
  • 174 likes
  • 127 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agentcore-evals-observability-cost

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent sets up evaluators, continuous monitoring and quality checks for your agent, then looks for the causes of slowness and excess spend. You get a measurement method and the matching observability settings.

Mostly picked by

Updated November 2, 2026

Card for the “Measuring an agent's quality, latency and cost” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: evaluation, monitoring and optimization workflows
  • references/: notes on evaluations, observability and cost

Good fit for

  • You want to check that an update does not lower answer quality
  • Your agent is slow and you need to find where the time goes

Not for

    Tags

    • evaluation
    • observability
    • cost
    • quality
    • cloudwatch

    About

    You say

    “Add a quality gate to my CI that blocks release if evaluation scores drop.”

    Card for the “Measuring an agent's quality, latency and cost” skill

    Skill published by aws under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to measure and improve an agent's quality, speed and cost
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/cost.md7.1 KB
    • references/evals.md21.1 KB
    • references/observability.md6 KB
    • SKILL.md3.7 KB

    Origin and licence

    Listed unmodified

    Author
    aws
    Source
    github.com/aws/agent-toolkit-for-aws/tree/b08b99f38098c30c0ee1a781accd8e349e5b145c/plugins/aws-agents/skills/agents-optimize
    Licence
    Apache-2.0

    Notice

    « agents-optimize » (aws, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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