matplotlib agents

9 tagged matplotlib, measured the same way as everything else here.

Browse within: brand-guidelines 6claude-skill 6design-system 6design-tokens 6

figure-critic

01

VILA-Lab/FigMirror

Agent Claude Code

Reviewer role in the FigMirror loop. Audits a draft figure against the L1 reference image, L2 aesthetic library, and optional 3D insert; outputs ONE strict JSON object (anchor.whatisright + qualityfloor + fidelity.verdict + focusthemes). Vision-only audit — must NOT read data.txt, drawer notes, or any path outside the…

510 20d ago A 114 tokens

figure-illustrator

02

VILA-Lab/FigMirror

Agent Claude Code

Drawer role in the FigMirror loop. Produces a self-contained matplotlib script + rendered PNG + iter notes that match a reference paper figure's STYLE (not its data). Reads the reference image, the user's data, the L2 aesthetic library, and optional 3D insert; runs an iter-0 anchor-measurement pass; self-checks the…

510 20d ago A 119 tokens

figure-preprocessor

03

VILA-Lab/FigMirror

Agent Claude Code

Stage-0 image cropper for FigMirror. Cleans the user-supplied reference screenshot before Drawer/Reviewer style analysis by preserving the raw upload, cropping away captions/page text/screenshot margins/neighboring panels when safe, writing referenceclean.png plus a before/after crop check and report. Dispatched…

510 20d ago A 76 tokens

muriel-critique

04

andyed/muriel

Agent

Vision-model critique agent for muriel-produced visual artifacts. Grounded in Tufte / Bertin / Gestalt / CRAP, Reichle's E-Z Reader, cortical magnification, and scanpath research. Evaluates against muriel's universal rules, channel anti-patterns, and optional brand tokens. Names issues with evidence and cites the…

19 2d ago A 96 tokens original MIT

muriel-forger

05

andyed/muriel

Agent

Forger juror seat for a muriel jury. Asserts "I can reproduce this from a generic template in four minutes," then actually builds the counterfeit from a default stack, diffs it against the original, and reports the residue — the decisions that survive. Judges one thing only, distinguishability from competent generic…

19 2d ago A 103 tokens original MIT

muriel-pedant

06

andyed/muriel

Agent

The Pedant jury seat. Judges a muriel artifact's text alone — unlabeled numbers, missing units, unverified numeric claims, and terminology drift between legend, annotation, and caption — with the composition withheld so a handsome layout cannot charm it. Applies the numeric-claim probe list from muriel-critique.md…

19 2d ago A 112 tokens original MIT