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● ~/work/education-agent
AI agentEducation client name withheld
Grading automation agent
An AI assistant that automates grading, records results, and flags what needs attention.
5x
faster grading workflow (estimate)
Problem
Manual grading and record-keeping consumed time, and important follow-ups were easy to miss.
Stack
- AI agent workflow
- Automation
- Notifications
- Data recording
Flow
- 01Automated the grading workflow from submission to recorded result.
- 02Generated summaries and flagged items for the teacher to review.
- 03Sent notifications when a student needed attention.
Logs
sample run — synthetic events
09:14:02grade submitted → rubric matched → result recorded
09:14:07low confidence on item 4 → teacher notified
09:14:11report updated → 28 students complete
Outcome
- ✓Up to 5x faster grading workflow (owner estimate).
- ✓Fewer manual errors and missed follow-ups.
- ✓More time returned to teaching.