Toolfolk-for-DSH

In a DSH session, plugins fire in the background and model reasoning stays hidden behind a wall of terminal logs. You can see a tool got called, but who called it, why the model took that path, and what it ultimately delivered are questions only answered by scrolling through thousands of lines. Toolfolk-for-DSH turns the entire invocation pipeline into a 3D digital office where plugins become employees, desk stations become fixed roles, and every call becomes a visible task at a glance.

The office ships with six fixed stations covering retrieval, drafting, web research, session memory, shell execution, and orchestration. Above each employee a thought bubble displays the raw model reasoning text for the current task in real time, fading out once the work is done. When a response ends, a slightly crumpled A4 delivery sheet slides into view—scrollable for the full text, dismissible by tapping the red seal. The lower-left employee log lists every invocation event in reverse chronological order, and the upper-right report panel can even replay session history that predates the plugin launch. A central Coordinator robot on the console performs scripted animations in step with each call phase, and the light-dark theme follows the host automatically.

If you run multiple tool plugins concurrently and want to see at a glance who is working, why the model made a particular call, and what it handed back, this office is far more intuitive than a log window. It also doubles as a natural demo for walking a colleague or a student through a complete model-call chain: switch to the 3D Studio view and start talking—no code reading required. The plugin is strictly read-only on host events, makes no network requests, uploads nothing, and writes state only to local files, so there are no extra privacy considerations.