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.
npx skills add display-dev/skill --skill visualizegit clone --depth 1 https://github.com/display-dev/skillWrote 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.
[](https://agentmods.dev/skills/display-dev/skill/visualize)<a href="https://agentmods.dev/skills/display-dev/skill/visualize"><img src="https://agentmods.dev/badge/skills/display-dev/skill/visualize/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.
<a href="https://agentmods.dev/skills/display-dev/skill/visualize"><img src="https://agentmods.dev/badge/skills/display-dev/skill/visualize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00212 | $0.06357 |
| Opus 5.5 | $0.00085 | $0.02543 |
| Sonnet 5.5 | $0.00042 | $0.01271 |
| Haiku 4.5 | $0.00021 | $0.00636 |
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 16d 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.
How it starts
The opening of the file, as written. The whole thing — 238 lines — stays where its author put it; the contents beside it link to each section on GitHub.
visualize — beautiful, on-brand HTML artifacts
Generate self-contained HTML artifacts composed from templates/*/template.md contracts against the resolved visual context. The project's DESIGN.md, PRODUCT.md, and sidecar tokens.css provide the default; artifact themes below allow reference systems within the user's approved scope. Shared pattern recipes live in patterns/ and are read only when the selected template and user ask make them relevant; shell mechanics are loaded automatically only when a template declares shell: <slug>.
Design judgment
Find the artifact's organizing idea before choosing its visual treatment. Look for a relationship, contrast, sequence, decision, or object in the source that the composition itself can make easier to understand. Use that idea to shape the opening, section rhythm, and any explanatory primitive. When the source has no useful spatial or structural idea, prefer a restrained reading experience over manufacturing one.
Artifact mode describes how the reader consumes the information, not the aesthetic family it must use. A document can use product-native, application-like, spatial, editorial, or technical-drawing grammar when that grammar serves the source, reader, and brand. Do not equate document with editorial publishing, or canvas with diagram chrome.
Visual conviction can come from composition, typography, density, spatial rhythm, imagery, interaction, or color. Do not add hues, decoration, or components merely to make an artifact feel designed. A restrained palette can carry a strong point of view when another dimension does the expressive work.
Before responding to feedback, compare the observation with the artifact's reader, purpose, source, and approved brief where one exists. Distinguish an implementation defect, a design that fails its existing requirements, and evidence that a requirement or assumption has changed. The current composition is a solution, not a constraint.
Make authorized corrections within the existing brief directly. If feedback implies a change to established requirements that the user has not already approved, explain the proposed change and obtain agreement before editing. When several structural or visual directions remain plausible, recommend explore artifact within its supported scope. When the direction is established, use the ordinary creation or refinement workflow. Follow that workflow's approval requirements; a small correction does not need a new exploration.
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- AUTHORING.md 7.5 KB
- bin/_import-common.mjs 15 KB runs code
- bin/jq-linux-amd64 2265 KB
- bin/jq-linux-arm64 1670 KB
- bin/jq-macos-amd64 831 KB
- bin/jq-macos-arm64 789 KB
- bin/jq-windows-amd64.exe 962 KB
- bin/jq.LICENSE 5.9 KB
- design-systems/_template/DESIGN.md 4.5 KB
- design-systems/_template/tokens.css 7.5 KB
- design-systems/airbnb-style/DESIGN.md 43 KB
- design-systems/airbnb-style/preview-dark.html 66 KB
- design-systems/airbnb-style/preview-template.html 34 KB
- design-systems/airbnb-style/preview.html 66 KB
- design-systems/airbnb-style/README.md 858 B
- design-systems/airbnb-style/tokens.css 10 KB
- design-systems/airtable-style/DESIGN.md 47 KB
- design-systems/airtable-style/preview-dark.html 75 KB
- design-systems/airtable-style/preview-template.html 43 KB
- design-systems/airtable-style/preview.html 75 KB
- design-systems/airtable-style/README.md 866 B
- design-systems/airtable-style/tokens.css 9.8 KB
- design-systems/animation-patterns.md 9.2 KB
- design-systems/apple-style/DESIGN.md 52 KB
- design-systems/apple-style/preview-dark.html 59 KB
- design-systems/apple-style/preview-template.html 24 KB
- design-systems/apple-style/preview.html 59 KB
- design-systems/apple-style/README.md 854 B
- design-systems/apple-style/tokens.css 12 KB
- design-systems/architectural-type/DESIGN.md 26 KB
- design-systems/architectural-type/preview-dark.html 60 KB
- design-systems/architectural-type/preview-template.html 29 KB
- design-systems/architectural-type/preview.html 60 KB
- design-systems/architectural-type/README.md 911 B
- design-systems/architectural-type/tokens.css 9.6 KB
- design-systems/AUTHORING-FLOW.md 40 KB
- design-systems/AUTHORING.md 41 KB
- design-systems/bento/DESIGN.md 13 KB
- design-systems/bento/preview-dark.html 41 KB
- design-systems/bento/preview-template.html 9.1 KB
- design-systems/bento/preview.html 41 KB
- design-systems/bento/README.md 877 B
- design-systems/bento/tokens.css 10 KB
- design-systems/beta-capture/DESIGN.md 27 KB
- design-systems/beta-capture/preview-dark.html 66 KB
- design-systems/beta-capture/preview-template.html 35 KB
- design-systems/beta-capture/preview.html 66 KB
- design-systems/beta-capture/README.md 905 B
- design-systems/beta-capture/tokens.css 8.2 KB
- design-systems/binance-style/DESIGN.md 63 KB
- design-systems/binance-style/preview-dark.html 66 KB
- design-systems/binance-style/preview-template.html 34 KB
- design-systems/binance-style/preview.html 66 KB
- design-systems/binance-style/README.md 862 B
- design-systems/binance-style/tokens.css 10 KB
- design-systems/blueprint/DESIGN.md 13 KB
- design-systems/blueprint/preview-dark.html 41 KB
- design-systems/blueprint/preview-template.html 7.8 KB
- design-systems/blueprint/preview.html 41 KB
- design-systems/blueprint/README.md 876 B
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.
- 16d ago First seen · 238 lines · 212 tokens per session scan A 055864d257d9
visualize is a skill published in the GitHub repository display-dev/skill (12 stars, last pushed 3d ago), licensed MIT. It adds 212 tokens to every session and 6,357 once invoked, about $0.0008 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 2026-10-10.
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