visualize SKILL.md skillA

visualize from code-yeongyu/oh-my-openagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add code-yeongyu/oh-my-openagent/visualize@git:20261021.9611b21

Pins git:20261021.9611b21 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
code-yeongyu/oh-my-openagent
Path
packages/omo-senpi/skills/visualize/SKILL.md
Versions recorded
4
Latest version
git:20261021.9611b21, committed Oct 21, 2026
First version recorded
Oct 7, 2026
Size
4,215 bytes
Repository stars
70,277
License
a license file GitHub does not identify

Builds a self-contained HTML page (chart, table, diagram, dashboard) to show inline in a thread. Use before calling show_html_page, html_preview or html_render, or whenever an answer reads better as a page than as prose.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Visualize

A page shown inline sits beside a reply, in the reader's theme, and is read in a few seconds. It earns its place only by being clearer than the paragraph it replaces. This skill owns what is particular to such a page. The data work belongs to `data-scientist` and the design work to `frontend`: load those skills for their parts instead of improvising them here.

## The loop

Do these in order. Never show a page you have not looked at.

1. **Data: load `data-scientist`.** Compute every figure with its engines (DuckDB or Polars), at the grain the reader needs, and follow its `references/visualization.md` for which chart answers which question. Keep the query: every number on the page must trace back to it.
2. **Design: load `frontend`.** Use it for hierarchy, type, spacing and states. This page's constraints replace its design-system gate: the page brings no palette or fonts of its own and uses the theme the host injects (below).
3. **Build one self-contained page** under the constraints below and the Draft guard in `frontend`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add code-yeongyu/oh-my-openagent/visualize@sha256:84705523704a3220

The line at the top of this page pins the label git:20261021.9611b21, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ntnnx26jkoa6hms5.svg)](https://markdownregistry.com/a/art_ntnnx26jkoa6hms5)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Oct 7, 2026 and Oct 21, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261021.9611b21 latest2026-10-21 9611b21 4,215 BA view · diff
git:20261021.c5469a92026-10-21 c5469a9 4,163 BA view · diff
git:20261007.ac99c2a2026-10-07 ac99c2a 3,815 BA view · diff
git:20261007.6b88e192026-10-07 6b88e19 3,685 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4215 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

code-yeongyu/oh-my-openagent · 70,277 stars · license a license file GitHub does not identify · pushed 2026-10-22 · branch dev

API

GET https://markdownregistry.com/api/v1/artifacts/art_ntnnx26jkoa6hms5
GET https://markdownregistry.com/api/v1/resolve?ref=code-yeongyu/oh-my-openagent/visualize
GET https://markdownregistry.com/api/v1/blob/84705523704a32200b51d0d61bd44c750d846e4126bbf96e650bcab519f818cf

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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