Academic Operating System

How many tabs are open right now? 

One has the rubric. One has research you haven't read. One has a doc you haven't opened. Stuvo closes all of them — it reads your brief, builds your working structure, and organizes everything so you can actually start.

Open assignmentCanvas · Blackboard
Workspace builtBrief · Rubric · Structure
Ready to workDocs · Notion · 365

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Canvas×rubric.pdf×14 unread×research×Notion×Google Docs×

Everything, in one place

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Not a chatbot.
An academic operating system.

Stuvo sits between your LMS and your workspace. You open the assignment — it reads the brief, builds your structure, and delivers everything organized. The work is still yours.

01

Brief detected

Canvas, Blackboard, Moodle, Google Classroom. The extension activates the moment you land on an assignment page.

02

Requirements mapped

Every question extracted, every rubric criterion decoded, every grading signal identified — nothing to copy or interpret manually.

03

Workspace assembled

Your working documents are ready — organized drafts, concept notes, and research structure, built to match your brief's requirements.

04

Delivered where you work

Google Docs, Notion, Microsoft 365. Connect once — your organized workspace arrives automatically every time.

01 ——Understand

Brief read.
Rubric mapped.
Workspace started.

The extension activates the moment you land on an assignment page. No copy-pasting. No prompting. Every question extracted, every rubric criterion decoded, every grading signal mapped — including requirements buried in case studies or attached briefs. That structure becomes your working space.

5 / 5
questions extracted
3
rhetorical discarded
0
missed
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Economics 301 — Assignment 2
canvas.instructure.com/courses/42891/assignments/219304
Assignment 2: Public Finance
Due Friday · 11:59 PM·40 pts
Answer all five questions. Show your reasoning where applicable.
Q1Analyse the crowding out effect and explain how government borrowing affects private investment in a closed economy.
Q2Distinguish between automatic fiscal stabilisers and discretionary fiscal policy. Under what conditions might each be preferable?
Q3Using the IS-LM model, illustrate the effect of an expansionary fiscal shock on equilibrium income and the interest rate.
5 of 5 questions detected · building workspace
Stuvo — Public Finance · Econ 301
✓ verified
Q&A5
Presentation3
Spreadsheet1
Q1. Analyse the crowding out effect and its impact on private investment in a closed economy.
When the government borrows to finance deficit spending, it competes with private borrowers for the same pool of loanable funds, driving up real interest rates. Higher rates raise the cost of capital for firms, making previously viable investments uneconomical. In a closed economy with full crowding out, each additional dollar of government expenditure displaces approximately one dollar of private investment, leaving aggregate demand effectively unchanged.
Q2. Distinguish between automatic fiscal stabilisers and discretionary fiscal policy.
Automatic stabilisers — progressive taxation and unemployment insurance — adjust counter-cyclically without legislative action, smoothing output fluctuations in real time. Discretionary policy requires deliberate government decisions and faces implementation lags that reduce effectiveness during short recessions.
5 of 5 drafts ready to reviewquality gates passed
02 ——Draft

A working draft per question.
Not a finished essay.

For each question in your brief, Stuvo prepares a structured working draft — written to your rubric's register and marking depth. Not a finished submission. Not bullet points. A working document you engage with, challenge, and make your own.

Structured paragraphs, not outlines — a real starting point
Calibrated to your rubric's register and marking criteria
Quality check runs on every draft before delivery
Auto-repair pass when a draft doesn't clear the gate
03 ——Build

The right workspace,
detected automatically.

Stuvo reads what the assignment asks for and builds the workspace that fits. A case study becomes an organized Q&A structure. A seminar project becomes a slide deck. A data brief becomes a spreadsheet with your data pre-structured. You start in the right format, not an empty page.

Stuvo · Q&A · Public Finance
Q1. Analyse the crowding out effect and its impact on private investment in a closed economy.
When the government borrows to finance deficit spending, it competes with private borrowers for the same pool of loanable funds, driving up real interest rates. Higher rates raise the cost of capital for firms, making pr
Q2. Distinguish between automatic fiscal stabilisers and discretionary fiscal policy.
Automatic stabilisers — progressive taxation and unemployment insurance — adjust counter-cyclically without legislative action, smoothing output fluctuations in real time. Discretionary policy requires deliberate governm
04 ——Deliver

Arrives where
you already work.

Connect a workspace once. Every assignment from that point delivers your organized documents automatically — no copying, no pasting. If a connection drops, your working files wait in the built-in workspace and retry. Delivery never fails silently.

Google Workspace
docs.google.com

A formatted Doc, deck, or spreadsheet — with roadmap dates dropped onto your calendar.

Docs
Sheets
Slides
Calendar
Microsoft 365
microsoft365.com

A structured Word, Excel, or PowerPoint file lands in OneDrive; the roadmap syncs to Outlook.

Word
Excel
PowerPoint
OneDrive
Outlook
Notionnotion.so

Every question and working draft becomes a block on a new page under your assignment database — organized and editable from day one.

PagesDatabases
Dropboxdropbox.com

The draft document saved straight into your Dropbox — ready to open, edit, and refine.

Files
Slack
Posts to a channel
Discord
Posts to a channel
Todoist
Roadmap → tasks
Stuvo workspaceinternal · always-onfallback guaranteed

No setup, no connection required. If every external delivery fails, your organized workspace still lands here — never lost.

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Workspace assembled. Drafts ready. Documents already in Google Docs — in the time it takes to find the rubric. The hard part is still yours. We just make sure it's organized.

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For students, reviewers, and connected apps

What Stuvo does

Stuvo is an AI-powered academic workflow platform for students. It helps students understand assignment briefs, identify key concepts, create editable draft answers, and prepare documents, spreadsheets, slide decks, and study plans — then organize that work in the tools they already use.

When a student connects their Google Workspace account, Stuvo requests access to Google Docs, Sheets, Slides, Drive, and Calendar for one purpose only: to create the files and roadmap events the student explicitly asks for. Stuvo does not read, sell, or share unrelated files, and every document it creates stays fully editable inside the student's own Google account.

Students remain responsible for reviewing drafts and following their institution's academic integrity rules. Privacy Policy · Terms of Service · Refunds & Billing