Rubric: meaning, examples, and expert terminology.

Plain meaning

Defines what a good result means before an agent, judge model, or human reviewer scores it.

Aliases

scoring rubric, evaluation criteria, quality criteria

People usually say

• rubric
• criteria
• score quality
• what good looks like
• evaluate answers
• grade outputs

Experts usually say

Rubric, Judge model, Evidence standard, Acceptance criteria

Use it when

Your rough ask sounds like: rubric, criteria, score quality. The term gives your coding agent a clearer problem shape.

When not to use it

Do not use this term as a request for a quick screen fix. Use it when the system needs explicit state, rules, failures, or recovery behavior.

Prompt upgrade

Weak ask: Fix this rubric flow.

Exact Terms ask: Write a rubric with pass/fail criteria, partial-credit rules, examples, and disqualifying failures.

Architecture prompt

Audit this workflow for Rubric and related concerns: Judge model, Evidence standard, Acceptance criteria. Return states, rules, failure modes, and recovery behavior before code.

Implementation prompt

Implement Rubric for this app flow. Include data ownership, edge cases, fallback behavior, and acceptance tests.

Test prompt

Create tests that prove Rubric works across refresh, retry, back/next movement, partial failure, and return visits.

What goes wrong

Asking for code before defining states, transitions, persistence, and failure behavior.

Better move

Use Rubric with the related vocabulary trail: Judge model, Evidence standard, Acceptance criteria.

Turn feedback into vocabulary

If this page almost names your problem but misses the exact term, send the rough phrase and the term you expected. Accepted feedback becomes a better trigger, explanation, comparison page, or new term.