Loosid SAM Review Lab

University Prompt Review

This page is for fast reviewer testing. Set one known test user, ask a student question, compare the university branches, then save feedback into the shared Loosid review feed.

1 Set test user
2 Ask question
3 Rate and save
Shared feedback
0
Team comments saved to Cloudflare D1.
Latest save
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Current model route

Checking active model route...

The page will show whether this tester is using the custom university deployment or falling back to the backend default.

Checking model route...
This updates if the backend URL changes.
Step 1
Do this once, then keep testing.

Set your test user

Enter a known test user ID. Generate a JWT here or paste one in. The page keeps this setup on refresh.

Add a test user ID to begin.
Reviewer session
Optional but useful for shared notes.
Step 2
Choose the branch and ask the student question.

Ask the question you want to test

Use a real student scenario. Pick one branch or compare both side by side.

Compare mode
Compare both university branches side by side.
Quick examples
Set the user, ask the question, then run the branch you want to review.
Advanced settings
Reviewer target loading...
This site can pin the default staging backend to a specific non-prod model deployment.
Results

Compare answers and keep chatting

Each result card keeps its own conversation thread, rating, and saved note.

Shared feedback feed

Latest reviewer notes saved to the shared Cloudflare database.

Loading summary mode...
Generate a digest from the latest reviewer notes before the next prompt pass.
No digest yet. Generate one after reviewers save a few notes.