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AGPL-3.0 · SELF-HOSTED · YOUR KEYS

Home & life · Store package · v1.3.1

Little Monsters

Voice-first ADHD study companion for K-12: lecture capture, flashcards, authoritative quizzes, and a Socratic tutor grounded in caller-owned or teacher/admin-approved class material.

Opens at littlemonsters.oshal.ai — the app lives in the hostname, so a first login lands you right back on it. On your own box it is ?app=little-monsters.

15 screens in the ribbon · opens on lm-dashboard

Student DashboardMy DayTutorFlashcardsRecordTimelinesFormula LabSTEM HelpersCitationsMy FilesGamesMy MonstersPresentationsTeacherVoice Settings

On screen

What it looks like.

The Little Monsters student dashboard
Learning, grounded in the class. Join a class, record a lecture, and get a replay, flashcards and a tutor from it — shown here with open demo classes.

How it runs

What happens when you use it.

Not a chat window with a plugin behind it. Every step below is something the app declares in its manifest, which is why it can be told to you plainly.

  1. 01

    You open it, or the assistant does

    Opening ?app=little-monsters loads its 15 screens into the shared cockpit, starting on lm-dashboard. The ribbon, the ticket list and the assistant are already there — the app contributes views, not a second application to log into.

  2. 02

    Or you just ask

    The assistant classifies what you asked for and hands it to the bot that owns that domain. You do not pick the app, and you do not learn a command — routing is by declared capability, not by keyword matching a menu.

  3. 03

    A named bot picks it up

    lecture-scribe, class-tutor, quiz-master, textbook-librarian, study-coach, writing-coach are accountable for the work. 25 declared capabilities say what it is trusted to do; the tokens and dollars it spends are recorded against that identity, so the cost has a line item rather than disappearing into a monthly bill.

  4. 04

    Longer work becomes a ticket

    Scheduled and swarm-initiated work enters the queue as a education ticket. It is durable, it has an owner, you can watch it move through its phases, and if it fails it fails somewhere you can open and read.

  5. 05

    The result lands where you can check it

    Back on the app's own screens, as state you own — not as a chat message you have to scroll back to find.

With the assistant

You can ignore this app entirely and just ask.

The assistant is the front door. It classifies your request, delegates to the bot that owns the domain, and answers in one voice — so you do not have to know which of the applications this happens to live in.

Accountability

25 capabilities, each attached to a named identity.

Declared in the manifest and bound to the bot above — so "what is this thing allowed to do" is a list you can read, not a prompt you have to trust.

audio-transcriptionnote-generationassignment-extractionflashcard-generationknowledge-indexingtutoringsocratic-methodsubject-expertiserag-querytext-to-speechquiz-generationassessmentbloom-taxonomyperformance-analysispdf-ingestionknowledge-managementcontent-indexingquality-verificationstudy-planningmotivationschedulingwriting-feedbackessay-structuregrammar-guidancerubric-analysis

What it needs

Before it can do anything for you.

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Underneath

What every app on this site is standing on.

This app does not ship its own queue, its own credential store or its own cockpit. It declares what it needs and the platform provides it.