passto-desk

To turn a chat into a shared workbench, passto-desk models discussion semantics, structures views, maps to visuals, and produces a round-trippable domain v3 artifact for Excalidraw. It generates a minimal human-readable skeleton first, then incrementally improves lanes and labels.

Collaborative mapping of architecture visualization works best by externalizing relationships into structured, multi-layer visual artifacts. This Skill forces chats into a semantic-to-visual pipeline, ensuring stable roundtrips and consistent evolution of workflow dependencies across multiple turns.

Yes, Excalidraw supports multi-turn collaborative editing when paired with a structured domain v3 model. It safely handles iterative modifications of decision dependencies by generating a semantic backbone that both agents and humans can continuously update.

Semantic modeling transforms plain text by extracting objects and relations, structuring them into views, and mapping them to a visual scene. This four-phase pipeline ensures readability-first outputs with controlled runtime imports favoring structured edges, lanes, and notes.

Yes, collaborative workflow mapping supports round-trippable domain JSON v3 outputs. The generated artifact acts as a shared collaboration backbone, allowing continuous updates and safe editing rather than producing one-off, static drawings.

You should not use a shared workbench map for one-off questions or simple processes that lack object relationships and decision dependencies. It is designed for multi-turn collaboration where architecture, stages, and workflows require iterative refinement.