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Outcomes Rubric generator

Create a clean, best-practice Outcomes Rubric in seconds. Answer a few guided questions and PromptArch assembles a production-ready file you can copy or refine in Studio.

Generate evaluation rubrics for Anthropic's Outcomes-style self-grading loop. A separate evaluator agent scores task-agent output against your criteria.

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Fill in the essentials and generate a real Outcomes Rubric right here. Sign up to save, copy, and export.

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Outcomes Rubric

Fill in the essentials and we'll generate your file.

The task the agent must perform. The evaluator scores its output against the criteria below.
0/1500
Concrete shape of the task agent's output. The evaluator checks for structural correctness first.
0/1500
One criterion per line. Use format: `criterion description | PASS: concrete definition | FAIL: concrete definition`. Pass/fail definitions MUST be verifiable, not subjective.
0/3000
How many criteria must pass for the overall output to be considered successful.
Which model grades the output. Stronger evaluator models cost more but produce more reliable scoring.
How detailed the generated rubric should be.

How it works

  • Describe your project, stack, and conventions.
  • PromptArch generates a structured Outcomes Rubric following current best practices.
  • Copy it, or open it in Studio to refine and export.

Frequently asked questions

Is the Outcomes Rubric generator free?

Yes, you can generate a Outcomes Rubric for free. Create an account to save, refine, and export your artifacts.

What is a Outcomes Rubric?

It's a configuration file that gives AI coding agents the context and conventions they need to work effectively in your repository.

Can I edit the Outcomes Rubric after generating it?

Absolutely. Open it in Studio to adjust sections, enforce best practices, and export to your project.

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