For students · PolyFeed Student

Your feedback, end to end

Capture and understand it in the browser extension; track your growth on the web dashboard.

In the browser extension

Capture & understand your feedback

Right on your assignment page — no copy-pasting, no switching tabs.

★ See it in action

Capture every comment

Highlight feedback and tag it a strength, weakness or suggestion — by hand, or auto-tagged by AI.

🔒 lms.monash.edu — PolyFeed
The PolyFeed extension in action
Annotate

Annotate with purpose

Upload your feedback file and AI tags your tutor's comments as strengths, weaknesses or suggestions — or highlight and tag by hand. Add notes and action items on top.

● Strength● Weakness● Suggestion
🔒 lms.monash.edu / FIT3143 — Report 1
Extension highlighting tutor feedback
Ask · the MVP

Ask the AI anything

Mention a highlight with @ or an uploaded file with # for context, and the assistant explains the comment in plain English — then suggests your next step.

★ Extension + dashboard
PolyFeed — AI Learning Assistant
AI Learning Assistant chat with @ and # mentions
Your to-do list

Your to-do list

Every highlight becomes a tracked action item with a deadline — pending or completed, all in one place.

PolyFeed — To-do list
To-do list of action items
Raise a question

Raise a question

Ask your tutor a question about the rubric or your feedback — right where you're reading it.

PolyFeed — Concerns
Raise a question about the rubric
On your dashboard

Track your growth over time

The web dashboard brings every assessment together and shows the bigger picture.

Overview

Your week at a glance

Action items due, recent feedback and your top recurring themes — a quiet home base that tells you what needs attention next.

PolyFeed — Dashboard · Overview
Student dashboard overview
Your units

Every unit, one place

All the units you're enrolled in — jump straight to any assessment's feedback and your progress in it.

PolyFeed — Dashboard · Units
Student dashboard — all enrolled units
In context

One assessment, together

Read all your feedback with its highlights, notes and action items in one place — strengths, weaknesses and suggestions colour-coded.

PolyFeed — Report 1 · Feedback
Assessment feedback with highlights and action items
★ Ask the AI

The assistant is here too

The AI Learning Assistant lives on the dashboard as well — ask anything about your feedback, mention a highlight (@) or file (#), and pick up where you left off.

★ The MVP
PolyFeed — Dashboard · AI Assistant
AI Learning Assistant on the dashboard
See patterns

See patterns. Grow faster.

Both you and your tutors see the themes that keep coming up — what you consistently do well, and what to focus on next.

PolyFeed — Dashboard · Analytics
Dashboard analytics — recurring strengths and weaknesses
Rate your feedback

Rate your feedback

Tell us how helpful each piece of feedback was across five dimensions — your ratings help tutors improve.

ClarityPersonalisationUsabilityEmotionEvaluative judgement
How helpful was this feedback?
Clarity
Personalisation
Usability
Emotion
Evaluative judgement
Watch

See PolyFeed Student in action

A quick walkthrough of the whole flow — from highlighting feedback to acting on it.

PolyFeed Student — demo

See the whole loop.

Head over to the teacher side, or explore the research behind PolyFeed.