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AI model evaluation subagent v1.0.0

Use this resource to choose an AI model and design its evaluation

New

  • 262 downloads
  • 126 likes
  • 92 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-model-evaluation-subagent

First time: connect the CLI with

npx --yes palatekit@latest login

This subagent sets success criteria, budget, latency and compliance constraints, then compares candidate models. It designs statistically sound benchmarks and tests regressions after release. It checks the current model lineup before recommending anything. The main agent hands it model selection for a specific task.

Mostly picked by

Updated November 2, 2026

Card for “AI model evaluation subagent”

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • The subagent file (in English): evaluation method and preliminary questions
  • A benchmark plan with success thresholds
  • A model recommendation with confidence level and cost

Good fit for

  • A team choosing between several vendors to summarize tickets
  • A production pipeline whose quality must be monitored

Not for

    Tags

    • evaluation
    • benchmark
    • model selection
    • ai

    About

    You say

    “Compare these three models to summarize our support tickets, under 2 seconds and a $500 monthly budget.”

    Card for “AI model evaluation subagent”

    Subagent published by davila7 under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Copy the file into .claude/agents/ (project) or ~/.claude/agents/ (all your projects)
    2. Ask your agent to choose an AI model and design its evaluation, or call the subagent by name
    3. Review its work

    Content preview

    Files

    • ai-model-evaluation-subagent.md14.9 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

    Author
    davila7
    Source
    github.com/davila7/claude-code-templates/blob/f57964ebda91cdfb31755661ecea9395f30020f1/cli-tool/components/agents/ai-specialists/model-evaluator.md
    Licence
    MIT

    Notice

    « model-evaluator » (davila7, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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