Complete AI Training
Sign inGet my AI kit

Your job's AI kit

Get your AI kit

Tell us who you are and what you do. We show you your kit right away and email you the link: skills, prompts, AI agents, MCP servers and courses for your job.

500+ jobs ready, and we make a kit for any other job. No payment needed to look.

Share

AI agent for primary school teachers

Rubric Grading Agent

Fair rubric grades with useful feedback

Quality controlAutomationEducation
See how it worksGet access
Rubric Grading Agent: what goes in, what the agent does and what you get

What it does

Grading writing and projects against a rubric keeps feedback fair, but it takes evenings. This agent reads each piece of student work, scores every rubric criterion and quotes the part of the work that supports each score. It drafts child-friendly feedback with one thing done well and one thing to work on next. After a full set, it compares scores across similar pieces to catch inconsistent grading. When an outlier appears, it rescores that piece against the anchor papers and checks consistency again. Scores that sit on the line between two levels are flagged as borderline for the teacher. The teacher reviews, adjusts and finalizes every grade; the agent never posts grades. Edge case: work with very unusual answers or formats, such as a comic in place of an essay, is passed to the teacher without a suggested score.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedNo 1 STARTS WHEN Work submitted 2 USES A TOOL Read the rubric and anchor papers 3 USES A TOOL Read each student's work 4 DOES Score each criterion with quoted evidence 5 CHECKS THE RESULT Are scores consistent across similar work? If not: rescore outliers against the anchor papers. Backto step 4. 6 DOES Draft short feedback per student 7 YOU APPROVE Teacher finalizes grades and feedback 8 RESULT Grades and feedback
Read the steps as a list
  1. Work submitted
  2. Read the rubric and anchor papers
  3. Read each student's work
  4. Score each criterion with quoted evidence
  5. Are scores consistent across similar work?If not: rescore outliers against the anchor papers. Back to step 4.
  6. Draft short feedback per student
  7. Teacher finalizes grades and feedbackThe agent waits here for your OK.
  8. Grades and feedback

How it decides

Evidence per criterion.

  • Evidence quoted
  • Borderline flagged
  • Unusual work to teacher

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Rubric
  • Feedback style
  • Consistency check
  • Format

What keeps you in control

It always asks you first

  • Grades

Hard limits

  • Teacher finalizes all grades

It stops when

  • Done: graded
  • Stop: none

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensTeacher Olivia Park assigned an essay to 28 students. The agent scored each on 4 criteria with quotes. The check found two essays with similar thesis quality scored 2 and 4. It looped back and rescored both against the anchor paper, giving each a 3. Olivia reviewed the scores, changed one and approved the grades and feedback.

More agents for primary school teachers

Planning · Government

Missing Work Recovery Agent

Every student has a clear catch-up plan, and missing work is turned in or formally excused.

11 steps2 checks9 jobs
Quality control · Government

Report Card Comment Consistency Agent

Every comment matches the student's data and reads as written for that student.

10 steps2 checks6 jobs
Planning · Government

Missed Reading Intervention Rotation Agent

Each cycle every child is in the group that matches their current need, and the schedule works.

11 steps2 checks2 jobs
Monitoring · Education

Early Literacy Skills Tracker Agent

Every child's literacy progress is current, and stalled children get a targeted next step.

10 steps2 checks5 jobs