mcpbeat

VILA-Lab Skills

6 skills published by VILA-Lab across 1 repository. Together they weigh 92 033 tokens — that is what loading all of them at once would cost you in context.

6 skills 92 033 tokens total

Figmirror
FigMirror

This FigMirror skill should be used when the user asks to "mirror this figure's style", "copy this figure's style", "make a chart that looks like this paper", "reproduce this figure with my data", "match this paper's aesthetic", "I want a NeurIPS-quality version of this", or any variant where they hand over a cropped or uncropped reference figure AND their own data and want their data rendered in the same visual register. ALSO triggers when the user attaches a paper-figure screenshot plus tabular data and asks for matplotlib output. Does NOT trigger on generic matplotlib chart requests with no reference image — that's a basic matplotlib task, not style transfer.

30k tokens scripts
Figmirror
FigMirror

> FigMirror mirrors the visual style of a top-conference paper figure (NeurIPS / ICML / ICLR / Nature family) onto the user's own data. Takes dirty data plus a reference figure screenshot (cropped or uncropped), preprocesses the reference crop, runs a Drawer/Reviewer loop, and outputs a camera-ready PDF plus a self-contained matplotlib script with an inline DATA SECTOR.

56k tokens scripts
Openspec Apply Change
FigMirror

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

1k tokens
Openspec Archive Change
FigMirror

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

1k tokens
Openspec Explore
FigMirror

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

3k tokens
Openspec Propose
FigMirror

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

1k tokens