Visual Ralph orchestration for frontend UI from generated references, static references, or live URL targets, using $ultragoal with built-in visual verdict and pixel-diff evidence until the implementation matches and leaves a reproducible design system.
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tessl review fix ./plugins/oh-my-codex/skills/visual-ralph/SKILL.mdThe canonical home for this skill is visual-ralph in Yeachan-Heo/oh-my-codex
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 $web-clone.
Shared operating, delegation, state, hook, team, cancellation, and verification invariants live in templates/AGENTS.md. Follow that source instead of duplicating its rules here.
Do not use it for a durable DESIGN.md brief ($design), non-visual backend work, comparison-only fixes that can be executed directly, or deterministic SVG/code-native assets.
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.
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 $imagegen with classification ui-mockup, viewport/aspect ratio, surface, layout hierarchy, typography, color mood, exact text, no logos/watermarks/unrequested marks, and readable/feasible UI details. In OMX runtime, queue the continuation checkpoint before the built-in image tool:
omx imagegen continuation <session-id> --artifact <slug-or-filename> --generated-dir "$CODEX_HOME/generated_images/<session>" --work-dir ".omx/artifacts/visual-ralph/<slug>"Copy the approved reference into .omx/artifacts/visual-ralph/<slug>/reference.png; do not leave it only under $CODEX_HOME/generated_images.
Stop after generation or URL capture and obtain approval of one reference image/state (or a targeted regeneration/capture adjustment). Before approval, do not implement or invoke $ultragoal. After approval, the image/baseline is the visual source of truth; major pivots require an explicit user request.
$ultragoalPass the approved reference/baseline, URL and permission note when applicable, viewport/content state, interaction parity and exclusions, user description, detected frontend context, screenshot command/viewport, and the completion checklist. The active Ultragoal execution lane edits, runs, captures, and iterates after approval until matched or blocked.
For each iteration, capture the current screenshot with viewport/state, run Visual Ralph verdict (using vision when needed), and treat its JSON as authoritative. If score < 90, turn differences[] and suggestions[] into the next edit plan and rerun before editing. Required verdict keys: score, verdict, category_match, differences[], suggestions[], reasoning.
Use pixel diff/pixelmatch overlays only to locate hotspots and translate them into edits; they never replace the verdict. Record final reference, screenshot, and diff artifacts for auditability.
Encode the match in existing repo-native CSS variables, theme tokens, config, component variants, stories, or DESIGN.md updates. Capture applicable colors, spacing, typography/weights, radii, shadows/elevation, and important variants/states. Extend existing patterns rather than adding a parallel layer.
Do not declare done until the approved reference/baseline and reproduction command (viewport, route, state, output path) are saved; final verdict is >= 90; secondary diff evidence is recorded; reusable tokens/components exist; equivalent build/lint/test verification passes; no unapproved pivot occurred; and remaining differences are documented. Stop at the approval gate or report a concrete blocker when evidence cannot satisfy these conditions.
$ultragoal "Implement the approved frontend reference.
Reference: <workspace reference or URL-derived artifact>
Source URL and permission/scope: <when applicable>
Viewport/content state: <viewport, route/state, seed/login assumptions>
Interaction parity and exclusions: <visible controls and known limits>
Route/surface: <route or component>
Screenshot command: <command and viewport>
Run Visual Ralph verdict before every next edit; pass threshold >= 90.
Use pixel diff only as secondary evidence.
Extract reusable tokens/components for colors, spacing, typography, radii, shadows, and variants.
Run the repository's equivalent verification before completion.
Do not make major design pivots unless explicitly requested."Task: {{ARGUMENTS}}
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since Oct 4, 2026
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