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Agent evaluation reporting v1.0.0

Use this resource to write a comparable agent evaluation report without misleading figures

New

  • 437 downloads
  • 234 likes
  • 131 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-evaluation-report-writing

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 fixes the comparison contract, places each run in a single outcome category, ties each metric to its denominator, treats latency and cost separately, then links the conclusions to the decision thresholds. You get a reproducible report.

Mostly picked by

Updated November 2, 2026

Card for the “Agent evaluation reporting” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: report steps, from the comparison contract to decision thresholds
  • SKILL.md: report example and best practices

Good fit for

  • You present an agent benchmark to your team
  • Successful runs and failures are mixed in your results

Not for

    Tags

    • evaluation
    • agent
    • benchmark
    • report

    About

    You say

    “Write the evaluation report for our support agent, with autonomous successes and timeouts kept separate.”

    Card for the “Agent evaluation reporting” skill

    Skill published by Whxuan0701 under the MIT 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 write a comparable agent evaluation report without misleading figures
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.2 KB

    Origin and licence

    Listed unmodified

    Author
    Whxuan0701
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/agent-evaluation-reporting
    Licence
    MIT

    Notice

    « agent-evaluation-reporting » (Whxuan0701, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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