visualize

visualize is a skill for Claude Code, Codex from vellum-ai/vellum-assistant. It costs 57 tokens per session (3,536 once invoked), scanned A, original, MIT.

A tool for rendering diagrams, charts, interactive explainers, and interface mockups directly in the conversation.

In plain words
What is it for?
Use it to show a visual explanation alongside an answer, such as a process diagram, data chart, interactive example, or UI concept.
Why use it?
It makes explanations easier to understand when relationships, data, or screen layouts are clearer visually than in text.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to show a visual explanation alongside an answer, such as a process diagram, data chart, interactive example, or UI concept.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vellum-ai/vellum-assistant/visualize
About the project

Vellum Assistant is a personal AI assistant that remembers information about users, learns their preferences, and takes actions across connected apps. It is intended for people who want an assistant that can manage conversations, unfinished work, and proactive notifications over time. The catalogue skills, hooks, instruction, and setting configure or extend how the assistant works.

vellum-ai/vellum-assistant · 1,201 stars · on GitHub · vellum.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add vellum-ai/vellum-assistant --skill visualize
Clone the repo
git clone --depth 1 https://github.com/vellum-ai/vellum-assistant

Made for: Claude Code, Codex.

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 visualize

README.md
[![agentmods](https://agentmods.dev/badge/skills/vellum-ai/vellum-assistant/visualize.svg)](https://agentmods.dev/skills/vellum-ai/vellum-assistant/visualize)
Your own site
<a href="https://agentmods.dev/skills/vellum-ai/vellum-assistant/visualize"><img src="https://agentmods.dev/badge/skills/vellum-ai/vellum-assistant/visualize.svg" alt="Measured on agentmods" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,536 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original 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 $0.00057 $0.03536
Opus 5 $0.00028 $0.01768
Sonnet 5 $0.00011 $0.00707
Haiku 4.5 $0.00006 $0.00354

Measured 8d ago against content hash f001c78cd272, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

visualize 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 8d 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.

assistant/src/config/bundled-skills/visualize/SKILL.md · 164 lines

How it starts

The opening of the file, as written. The whole thing — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are authoring a self-contained HTML fragment that renders inline in the chat transcript, directly beneath the paragraph you are writing. It renders in a sandboxed frame sized to your content, with the host's design tokens injected, so it looks native in light and dark mode.

Invocation

ui_show { surface_type: "visual", data: { html: "<fragment>", height: 320 } }
  • height is a rough pixel estimate (80 to 1400); the host measures and corrects after first paint.
  • One visual per call. To change one already shown, ui_dismiss its surface_id and show a new one.
  • Prose goes in your reply, the visual goes in the tool: no titles, intros, or captions inside the fragment, and never describe in prose what the visual already shows.
  • If ui_show returns an error, read it, fix the arguments, and call again. Every rejection is fixable in the next call; never debug via shell or files, and never narrate retries.

A visual is part of one answer. Durable things the user reopens (a dashboard, a tracker, a calculator they keep) are apps: use the app-builder skill.

Design instincts

  • Seamless and flat: no gradients, shadows, glow, or texture. Flat fills, hairline borders.
  • Compact and honest: show the essential, explain the rest in prose; every number on screen is one you actually have.
  • Pick the lightest form that carries the idea, and invent freely: a bespoke drawing that fits this answer beats a stock layout. Interaction has to earn its place; steppers are for stages that genuinely follow one another, tabs are not a default. Vary layout between visuals in one conversation.
  • Route diagrams on the verb: "walk me through" wants a flowchart; "how is it organised" wants containment boxes; "how does it actually work" wants the mechanism drawn as an intuition, not a safer flowchart.

Sandbox constraints (hard)

  • No network: no script src, stylesheets, @import, remote images, web fonts, fetch, or CDN libraries. Charts and diagrams are hand-drawn inline SVG; images are inline SVG only.
  • Fragment only: no DOCTYPE, html, head, or body. No HTML comments, no emoji.
  • Hard cap 24000 characters; aim well under 8000. Too big to fit is too big to render. Split rich subjects into two visuals with prose between.
  • No position fixed or sticky, no nested scrollbars: the frame auto-sizes from in-flow content.
  • No localStorage, sessionStorage, or cookies. Hold state in JS variables.

Read the full file on GitHub · 164 lines

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. 8d ago First seen · 164 lines · 57 tokens per session scan A f001c78cd272

Subscribe to this mod's changes

visualize is a skill published in the GitHub repository vellum-ai/vellum-assistant (1,201 stars, last pushed yesterday), licensed MIT. It adds 57 tokens to every session and 3,536 once invoked, about $0.0003 per session on Opus 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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