FigMirror: Agent for Claude Code

.claude/retired-figmirror-20260817/agents/figure-illustrator.md

figure-illustrator is an agent for Claude Code from VILA-Lab/FigMirror. It costs 119 tokens per session (7,454 once invoked), scanned A, original, no licence file.

A figure-drawing role in the FigMirror process that creates a Python plotting script, a rendered PNG image, and notes about each iteration. It matches a reference research-paper figure’s visual style, not its data.

In plain words
What is it for?
Use it to make charts with a similar layout, colours, typography, and other visual details to a supplied reference figure.
Why use it?
It helps recreate the look of a paper figure while keeping the user’s own data.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is VILA-Lab/FigMirror's own configuration. It tells Claude Code how to work on FigMirror itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything FigMirror configures →

Reuse

Borrowing it

Nothing to install: this file belongs to VILA-Lab/FigMirror. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/VILA-Lab/FigMirror/main/.claude/retired-figmirror-20260817/agents/figure-illustrator.md
Clone the repo
git clone --depth 1 https://github.com/VILA-Lab/FigMirror

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for figure-illustrator

README.md
[![agentmods](https://agentmods.dev/badge/agents/vila-lab/figmirror/figure-illustrator/github.svg)](https://agentmods.dev/agents/vila-lab/figmirror/figure-illustrator)
Your own site
<a href="https://agentmods.dev/agents/vila-lab/figmirror/figure-illustrator"><img src="https://agentmods.dev/badge/agents/vila-lab/figmirror/figure-illustrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for figure-illustrator

Your own site · 80×15
<a href="https://agentmods.dev/agents/vila-lab/figmirror/figure-illustrator"><img src="https://agentmods.dev/badge/agents/vila-lab/figmirror/figure-illustrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 119 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 7,454 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00119 $0.07454
Opus 5.5 $0.00048 $0.02982
Sonnet 5.5 $0.00024 $0.01491
Haiku 4.5 $0.00012 $0.00745

Measured 1mo ago against content hash 20bec77ac5b7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

figure-illustrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/retired-figmirror-20260817/agents/figure-illustrator.md · 586 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 586 lines · 119 tokens per session scan A 20bec77ac5b7

Subscribe to this mod's changes

figure-illustrator is an agent published in the GitHub repository VILA-Lab/FigMirror (549 stars, last pushed 27d ago), with no licence file. It adds 119 tokens to every session and 7,454 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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