VILA-Lab/FigMirror

Fig Mirror mirrors the visual style of a reference paper figure onto the user's own data. It preprocesses a screenshot, runs a Drawer/Reviewer loop, and outputs a camera-ready PDF plus an editable matplotlib script.

FigMirror transfers the visual style of a reference paper figure onto your own data and outputs matplotlib code, PNG, and PDF. Use it when you want a chart to match a paper’s aesthetic rather than just plotting data.

OpenSpec Apply Change implements tasks from an OpenSpec change and tracks progress through the task list. Use it when starting, continuing, or finishing a change implementation.

OpenSpec Archive Change archives a completed change in the experimental workflow after checking artifact status, task completion, and optional spec sync. Use it when a change is ready to be finalized.

OpenSpec Explore helps you think through ideas, investigate problems, and clarify requirements before or during a change. It is for exploration and codebase reading, not implementation.

Openspec Propose creates a new change and generates proposal, design, and task artifacts in one step. Use it when you want to turn a change idea into implementation-ready specs quickly.