codex

gnos

A teaching harness that diagnoses the learner's reasoning gap and selects the right teacher, subject guidance, and learning artifact.

348 on GitHubby Madhvan Tyagiv0.2.0MITupdated yesterdayEducation

Plugin gnos in madhvantyagi/Gnos. Commands read from the repo's manifest — yesterday.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (13)

  • course-design

    Design and revise a course's goal, progression, prerequisites, and sources. Record depth and duration, validate and enroll course.json, then hand the current topic to lesson-design.

  • course-viewer

    Show an enrolled course and its lessons. Use lesson-design to author or repair the current lesson before delivering teaching; render published content and serve the local page with saved exercises.

  • excalidraw

    Create inspectable teaching diagrams with the Excalidraw MCP server when a lesson needs a clear relationship, process, state, or boundary sketch.

  • jsxgraph

    Build and inspect mathematical graphs and coordinate constructions with JSXGraph when a learner needs to connect an equation to a shape, solve graphically, or test a quantitative change. Use other diagram tools for concept maps, network layouts, and geographic maps.

  • khan-academy

    Find a Khan Academy video fast and add it only on a strong match.

  • learner-tracking

    Record what the learner does and adapt the course to it in real time.

  • learning-orchestrator

    Entry point. Start every GNOS turn here: read the request, route it to a subject, teacher, course, or learner record, then teach. After a course build or change, enroll, finish the current lesson, then offer its page.

  • learning

    Compatibility route for older GNOS learning invocations; continue through learning-orchestrator.

  • lesson-design

    Develop the current topic into a connected lesson. Choose complementary representations, review each block, register its artifacts, and publish lesson.json.

  • manim-voice-animation

    Make Manim teaching animations with narration and subtitles when motion helps a concept.

  • pdf

    Turn lesson content into a PDF handout; render and check it before delivery.

  • pinepaper

    Build and check Pinepaper MCP diagrams, charts, motion, and interactive models when a lesson needs linked visual states or a changing quantity.

  • subject

    Select the lead subject, supporting bridges, teacher, sources, and field-specific teaching guidance for a learning goal.

MCP servers (3)

  • aicoder2009-khanacademymcp

    runs: npx -y khanmcp

  • excalidraw

    connects to: https://mcp.excalidraw.com/mcp

  • pinepaper

    runs: npx -y -p @pinepaper.studio/[email protected] -p [email protected] pinepaper-mcp

View source on GitHub

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