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Scoring and judges · Autessa Evaluations

Evaluation notes (rubric)

Evaluation notes are a grading rubric for one agent: notes that tell the automated judge what a finished task looks like for that agent. They make task completeness reflect your business, not a generic idea of “helpful.”

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Agent settings · Evaluation notesSAMPLE

Notes that help the automated evaluation judge whether a task was finished.

A finished conversation classifies the ticket, drafts a reply in the customer’s language, and never promises a delivery date.
USED FOR TASK COMPLETENESSSAVED WITH THE VERSION

The problem

Only you know what “done” means

For a ticket-triage agent, done might mean classified and a reply drafted. For a booking agent, it means a confirmed time. A generic judge can’t know that. Evaluation notes tell it.

What you get

  • A free-text rubric saved on the agent, in its settings.
  • Used by the automated evaluation to judge whether a task was finished.
  • Available on an agent once AutoEval is on.
  • Also on managers (multi-agent), so orchestrated runs are graded against your rubric.
  • Transcript Grading has the same idea: grading notes describe what a good answer looks like for that task.
  • Saved with the agent version, like the rest of its settings.

How it works

How does evaluation notes (rubric) work in Autessa Evaluations?

  1. Open the agent’s settings

    Find the Evaluation notes section.

  2. Describe a finished task

    For example: “A good response classifies the ticket and drafts a reply.”

  3. Save and publish

    New evaluations use the notes.

Every option

Where rubrics live

OptionWhat it does
Agent evaluation notesNotes that help the automated evaluation judge whether a task was finished.
Manager evaluation notesThe same rubric for a multi-agent manager.
Grading notes (Transcript Grading)Optional guidance per transcript: what a good answer looks like for this task.

Permissions

Who can do what?

WhoCan
ReadView the agent and its versions, test-run it, and read its history and results.
WriteEverything Read can, plus edit the draft and record human evaluations.
PublishPublish and roll back versions, which is what customers get.
AdminShare and delete the agent. The owner is always an Admin.

Where the judge comes in

How the model is used here

The automated judge reads your notes alongside the agent’s instructions when it scores task completeness.

How grading works →

Connected

How it connects to the rest of Evaluations

FAQ

Questions about evaluation notes (rubric)

What should I put in evaluation notes?

What a finished task looks like for this agent, in a sentence or two. For example, “A good conversation resolves the request end to end.”

Are evaluation notes the same as an expected outcome?

No. Evaluation notes are a standing rubric for every conversation with the agent; an expected outcome is the success criteria for one specific test case or transcript.

Can I set them from the API?

Yes. Agents and managers have an `evaluationNotes` field, the grading rubric automated evaluation uses.

Try evaluation notes (rubric) in Autessa Evaluations

Evaluation notes are a per-agent grading rubric that tells the automated judge what a finished task looks like for that agent.

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Test sets · simulated users · four-dimension scoring · response checks · grading API

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Use it out of the box, then change anything. Ask Autobot, Autessa’s AI builder, for a new field, screen, report, workflow or agent and it builds it into your copy of the app. Or open the code and edit it yourself. Nothing is locked: the app, its data and its code are yours.

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