visual-ralph

visual-ralph is a skill for Codex from Yeachan-Heo/oh-my-codex. It costs 52 tokens per session (1,159 once invoked), scanned A, original, MIT.

A visual workflow for building frontend interfaces from generated images, saved reference images, or live websites. It uses a repeated implementation-and-check cycle with visual verdicts and pixel differences.

In plain words
What is it for?
Use it to recreate frontend designs, compare them with references or live pages, and produce a repeatable design system.
Why use it?
It helps identify visual mismatches between an implementation and its reference, with evidence that can be checked again.

Skill for Codex

Written for Codex: reads $CODEX_HOME. Also seen: mentions AGENTS.md; $skill-name invocation.

Good fit Use it to recreate frontend designs, compare them with references or live pages, and produce a repeatable design system.

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Install with agentmods
npx agentmods add skills/yeachan-heo/oh-my-codex/visual-ralph
About the project

oh-my-codex is a workflow layer for OpenAI Codex CLI that adds prompts, agent teams, skills, hooks, HUDs, and other runtime assistance while leaving Codex as the execution engine. It is for people who use Codex CLI and want structured workflows and additional help as tasks become larger. The catalogue entries are its skills, hooks, and MCP integrations for those Codex workflows.

Yeachan-Heo/oh-my-codex · 33,629 stars · on GitHub · oh-my-codex.dev

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 Yeachan-Heo/oh-my-codex --skill visual-ralph
Clone the repo
git clone --depth 1 https://github.com/Yeachan-Heo/oh-my-codex

Made for: 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 visual-ralph

README.md
[![agentmods](https://agentmods.dev/badge/skills/yeachan-heo/oh-my-codex/visual-ralph/github.svg)](https://agentmods.dev/skills/yeachan-heo/oh-my-codex/visual-ralph)
Your own site
<a href="https://agentmods.dev/skills/yeachan-heo/oh-my-codex/visual-ralph"><img src="https://agentmods.dev/badge/skills/yeachan-heo/oh-my-codex/visual-ralph/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 visual-ralph

Your own site · 80×15
<a href="https://agentmods.dev/skills/yeachan-heo/oh-my-codex/visual-ralph"><img src="https://agentmods.dev/badge/skills/yeachan-heo/oh-my-codex/visual-ralph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,159 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. ✓ AI security review Fable 5.1 · 6 Sept 2026 📄 Read the review 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 $0.00052 $0.01159
Opus 5.5 $0.00021 $0.00464
Sonnet 5.5 $0.00010 $0.00232
Haiku 4.5 $0.00005 $0.00116

Measured 1mo ago against content hash f18a5a686678, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

visual-ralph 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.

plugins/oh-my-codex/skills/visual-ralph/SKILL.md · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Visual Ralph Skill

Use $visual-ralph for measured frontend implementation from an approved generated reference, static image, or live-URL baseline. The loop is:

description / URL -> approved reference -> $ultragoal implementation -> Visual Ralph verdict + pixel diff -> reusable design system.

For URL cloning, this skill owns the migrated $web-clone use case; preserve URL, viewport, fidelity, and interaction notes here. Do not invoke standalone $web-clone.

Shared operating, delegation, state, hook, team, cancellation, and verification invariants live in templates/AGENTS.md. Follow that source instead of duplicating its rules here.

Use when

  • The user wants a web/app UI built or restyled against a visual target.
  • A live URL or generated raster mockup needs measured implementation and pixel-level iteration.
  • The result must leave reusable repo-native tokens/components, not only a matching screenshot.

Do not use it for a durable DESIGN.md brief ($design), non-visual backend work, comparison-only fixes that can be executed directly, or deterministic SVG/code-native assets.

Workflow

1. Ground the repository

Inspect package manager/scripts, frontend framework and routes, styling/token conventions, screenshot tooling, and reusable components. Choose stack-specific commands only when repository evidence supports them.

2. Establish a reference

For a live URL, capture or document an artifact containing source URL and permission/scope, viewport(s), route/state, seed/login assumptions, baseline screenshot path or capture command, visible-control parity notes, and exclusions (backend/API/auth, personalized data, crawling, third-party widgets).

For a generated concept, use $imagegen with classification ui-mockup, viewport/aspect ratio, surface, layout hierarchy, typography, color mood, exact text, no logos/watermarks/unrequested marks, and readable/feasible UI details. In OMX runtime, queue the continuation checkpoint before the built-in image tool:

Read the full file on GitHub · 84 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. 1mo ago Changed · +2 tokens per session f18a5a686678
  2. 1mo ago First seen · 84 lines · 50 tokens per session scan A d2da6f86a297

Subscribe to this mod's changes

visual-ralph is a skill published in the GitHub repository Yeachan-Heo/oh-my-codex (33,629 stars, last pushed today), licensed MIT. It adds 52 tokens to every session and 1,159 once invoked, about $0.0002 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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