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Knovine — connected learning demo | 11.ai
Your learning, connected.
A three-minute working demonstration of ChatGPT → knowledge map → a teacher-reviewed lesson, powered by Meta Muse Spark 1.3.
knovine-demo-stream.mp4
The recording follows a question about turgor pressure into persistent learning evidence, a contextual Meta explanation and an editable teacher lesson. It also shows learner-controlled class sharing and retained lesson history.
- English, 1920×1080, 30 fps, exactly 3:00
- Actual ChatGPT tool calls and actual Meta model responses
- Sample class records; questions are evidence to discuss, not mastery scores
- 37 application tests and the production build pass
Source and setup · Validation · Development and reuse
The source archive excludes runtime records, credentials and local tunnel configuration. The app runs locally; external Muse agent integration is planned, separate from in-app Muse Spark. Application source is MIT. Third-party media retains its own usage conditions.
Knovine — multi-assistant demo review v2
The updated Knovine review introduces Muse, ChatGPT, and Claude in one connection chooser and simplifies the learner and teacher interfaces. The three-minute video uses fresh recordings from the working local application, with English narration and captions.
What you can verify:
- A real student-scoped MCP tool call saves a fictional learner observation and appears in the teacher workspace.
- Turning class sharing off and on removes and restores teacher visibility.
- A teacher reviews, edits, and saves a lesson while retaining the original and revision history.
Connection status: the external Muse connector is planned. Muse Spark API integration is implemented, but successful live inference remains blocked by billing verification. Full ChatGPT student-to-teacher verification and Claude app setup remain pending. The recording uses a clearly labeled example and local lesson suggestion; it does not present those as live model responses.
Assets include the 1280 × 720 MP4 (three-minute video track), English SRT captions, and source-only ZIP. Runtime data, keys, and private tunnel profiles are excluded. Twelve tests and the production build passed. Final hackathon submission has not been made.
Knovine — 3-minute working demo (review)
Knovine working demo for review. Final competition submission has not been made.
The three-minute English video shows the actual local application: example concept path, a real student-scoped MCP write, teacher evidence, sharing off/on, and a reviewed lesson revision with the original preserved. Learner data is fictional and clearly labeled. English captions are included both in the MP4 and as a separate SRT file.
Live Meta inference and the full ChatGPT classroom flow remain unverified. The lesson suggestion shown is explicitly rule-based; the teacher revision is entered and saved through the real interface. This is a local engineering prototype, not a production school service.
Validation: 12 tests and the production build passed in a clean source checkout. Public source excludes runtime databases, credentials, tunnel profiles, and personal data.
Start locally with the README, then open http://127.0.0.1:4175/?demo=1 to reproduce the workflow.
Video: 1280 × 720, 30 fps, 3:00, English synthetic narration. Editable scene assembly: https://21st.dev/community/video/editor/dde6e1cd-3507-4774-afde-6441a9b75d99?host=codex (owner access required). The available 21st export path is capped at 30 seconds; the full deliverable was assembled locally from the same recorded clips.