Skool Copilot
A Hungarian teaching-assistant proof of concept for primary and secondary coding and computer-science teachers.
What it helps with
Coding and computer-science teachers needed a faster way to find and explain material inside a selected Hungarian curriculum collection. General-purpose answers were less useful than a narrow assistant that could show which lesson material supported the response.
What was built
The proof of concept retrieves from roughly 20–30 selected lesson plans, streams a Hungarian answer, shows source cards, and can include code examples. Conversation history currently lives in the browser, and the public case does not claim a production service, durable server history, broad lesson authoring, or proven classroom outcomes.
What made it different
The useful choice was to make the school’s own material the centre of the interface. The teacher gets a quicker route into the archive and can inspect the sources, while accuracy, age suitability, and classroom judgement remain human work.
A narrow, cited answer from the school’s own material is more useful than a broad assistant that merely sounds confident.
What it demonstrates
- Answers grounded in a selected curriculum collection
- Source cards with each answer
- Hungarian streaming interface and code examples