promptotyping

Research preview. Forkable repository template for digital edition workflows with an AI harness, reusable project knowledge and adaptable tools for OCR/HTR, TEI-XML and review interfaces.

Interactive visualization tool for correspondence metadata in CMIF (Correspondence Metadata Interchange Format).

VLM-based HTR/OCR pipeline producing machine-readable transcriptions from digitised facsimiles of the Stefan Zweig estate.

Exploratory interface for the collection of the Volkskundemuseum Wien based on the Kulturpool API.

Stefan Zweig digital

Browser-based, client-only, lossless editor for arbitrary TEI-XML with an optional LLM on-ramp from plaintext.

Provenance-complete knowledge base architecture for humans and AI agents. A Promptotyping profile for evidence-grounded knowledge work.

LLM-powered OCR and TEI pipeline producing edition-ready data for the Zentralbibliothek Zürich.

Promptotyping prototype that automates quarterly project-portfolio reporting for a university and runs on fictitious sample data.

A curriculum for LLM-assisted code development. Teaching AI Coding Literacy to domain experts without prior programming experience.

Promptotyping teaching example, a dashboard for the intellectual-capital reports (Wissensbilanz) of Austrian universities.

Scrollytelling data story on the history of the Institute for Digital Scholarly Editing through its Zotero bibliographic data (2008-2024).

RealmCraft — Lagebild-Dashboard und Mechanik für ein spielleitergeführtes Aufbau- und Erzählspiel. Speicherstand hochladen, Lage/Berater/Akteure/Karte sehen, KI-Bilder via Gemini.

Workshop demo and teaching material for AI-assisted classification of ethnographic museum objects.

Pipeline and PRISMA-based screening tool for LLM-assisted systematic literature reviews on feminist AI literacy and LLM bias in social work.

Pipeline and static frontend that rescue and publish the Klawiter Stefan Zweig bibliography as JSON-LD from a decommissioned MediaWiki database.

Prototype of a digital edition of Notker III's Old High German Psalm commentary, built as a proof of concept for a funding proposal.

Digital archive & mobility research: Mezzo-soprano Ira Malaniuk (1919-2009). Google Sheets → JSON-LD/RiC → GitHub Pages. Network analysis of singer mobility in postwar Graz opera. Pilot for FWF project on 19th/20th century European opera houses