Projects

agent-plugins packages a Python library with the instructions and tool configuration agents use to work with it.

marimo-studio turns a marimo notebook into web pages with their own layouts and interactions. The pages reuse the notebook's Python data, calculations, and controls.

Offprint saves rendered web pages as self-contained HTML and searchable PDFs. Text, links, and visuals travel together so agents can read the evidence in a page.

anywidget-mcp turns existing AnyWidgets into MCP Apps, reusing their Python logic and JavaScript interfaces inside AI conversations.

mdx-marimo places live Python and SQL cells among MDX prose and components. Cells stay connected across the page and run in the reader's browser.

RefKit parses, queries, edits, and renders bibliography data from Python and Polars.

pyobservablejs brings Observable’s reactive cells and browser libraries into Python notebooks. Python supplies the data, while JavaScript inputs and charts update together in the browser.

marimo-lens records a marked notebook result, note, image, and producing cells as one request. The request stays intact while an agent works and a reviewer checks the result.

pyagentbrowser embeds agent-browser inside a Python process. Snapshot-scoped actions return the page before, the page after, and a structural diff between them.

jupyter-book-marimo adds connected, live Python and SQL cells to Jupyter Book pages.

marimo-export publishes selected states of a marimo notebook as verifiable static files.

VACP exposes a data-driven app's structure, inspectable data, and controls to an AI agent. After an action, the agent can inspect the resulting view.

chartcoach collects 781 visualization guidelines and keeps each source and exception beside the advice. People and chart tools can search the same catalog.

Agentic Visual Reporting composes language models with statistical tools and explicit chart-design rules. A fixed pipeline turns their outputs into an interactive report with executable provenance.

Ripassa.hu publishes the consultancy's services, projects, and articles in Hungarian and English.

Thirteen image-capable models recognized a figure's purpose and dimensionality more reliably than its visual marks. Expert annotations across 305 scientific figures provided the comparison.

D2 Widget renders editable text diagrams inside Python notebooks.

quarto-gradio turns a Python block in a Quarto document into an embedded Gradio app. Readers can run and edit it on the published page.

apa.hu publishes Hungarian articles on men's health, mental health, and fatherhood.

Driva organized vehicle telemetry around each drive. Drivers could follow the route and review speed, distance, fuel use, and earlier trips.

PLUTO asks 25 questions about a proposed use of data, maps its possible public benefits and harms, and suggests changes to the plan.

Draco 2 checks charts against explicit design rules, completes partial specifications, and ranks alternatives. Each result shows which rules shaped its score.