figmirror
Mirrors the visual style of a reference paper figure onto your own data. Give it messy data and a figure screenshot, and it produces a matching plot for scientific papers.

Mirrors the visual style of a reference paper figure onto your own data. Give it messy data and a figure screenshot, and it produces a matching plot for scientific papers.
FigMirror mirrors the visual style of a top-conference paper figure (NeurIPS / ICML / ICLR / Nature family) onto the user's own…
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through…
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after…
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the…
Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to…
FigMirror Drawer. Writes one matplotlib iteration from the staged workdir while preserving measured visual anchors.
FigMirror Reviewer. Audits a staged rendered draft from audit_view only and returns strict JSON.
Reviewer role in the FigMirror loop. Audits a draft figure against the L1 reference image, L2 aesthetic library, and optional 3D…
Drawer role in the FigMirror loop. Produces a self-contained matplotlib script + rendered PNG + iter notes that match a reference…
Stage-0 image cropper for FigMirror. Cleans the user-supplied reference screenshot before Drawer/Reviewer style analysis by…
Implement tasks from an OpenSpec change (Experimental)
Archive a completed change in the experimental workflow
Enter explore mode - think through ideas, investigate problems, clarify requirements
Propose a new change - create it and generate all artifacts in one step
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