Results for “visual-consistency”

Use this skill to generate or audit design systems, check visual consistency, and review PRs that touch styling.

Brand consistency and visual identity guidance for Nick's products. Use when defining or refining brand direction, design language, color/typography consistency, trust cues, and a more recognizable product feel across apps and landing pages.

Documents Miro's brand design system including colors, typography, layout, and component patterns for visual consistency.

Use this skill to generate or audit design systems, check visual consistency, and review PRs that touch styling.

Defines and manages brand identity including voice, visual standards, messaging frameworks, asset organization, and consistency audits.

Evaluates geometric consistency in text-to-video generation by measuring structural and motion coherence across camera trajectories, detecting deformation and occlusion artifacts in static scenes.

Visually inspect websites to identify and fix design issues including layout, responsive, accessibility, and visual consistency problems at the source code level.

Structured visual QA verdict for screenshot-to-reference comparisons

Evaluates text-to-image models on spatial relationship accuracy using the VISOR metric, separating object detection from spatial correctness to reveal biases like object priority and merging.

Structured visual QA verdict for screenshot-to-reference comparisons

SNLI-VE: Visual Entailment Dataset

COCO: Microsoft COCO: Common Objects in Context

Skeptical pushback on visual placement — both density and quality. Reads the annotated outline plus the visuals manifest and asks (a) whether the article hits the density target from editorial-principles-visuals.md, (b) whether each [VISUAL:...] earns its place, (c) whether sections without one would benefit. One revision pass on FAIL (BLOG_AGENT_VISUALS_REVISION_BUDGET, default 1).

Structured framework for reviewing UI designs, evaluating visual hierarchy, consistency, accessibility, spacing, typography, and color usage, and providing actionable improvement recommendations.

Use this when a codebase or design effort needs consistency enforcement for tokens, spacing, typography, color usage, component variants, and reusable interaction patterns.

Alignment

NLVR2: A Visual Reasoning Benchmark for Natural Language

Create systematic QA checklists to verify that design implementations match specifications across visual accuracy, layout, interaction, content, accessibility, and cross-platform categories.

Generates structured VGL JSON for Bria FIBO models, giving deterministic control over objects, lighting, camera, composition, and style instead of natural language prompts.

Validates rendered UI with browser or Playwright screenshots after implementation, redesign, responsive changes, or visual regressions.

Visual Instruction Tuning

Improved Baselines with Visual Instruction Tuning

Documents, standardizes, and governs a Vue 3 + shadcn-vue design system, including component documentation templates, patterns for forms, empty states, loading states, and feedback, plus a consistency checklist and conventional commit conventions.

Define every visual attribute as structured VGL JSON for deterministic, reproducible image generation with Bria FIBO models, covering objects, lighting, camera settings, composition, and style.

Check a screen's brand expression by comparing it against mood, voice, and design token reference files, flagging divergences and suggesting corrections.

Flamingo: A Visual Language Model for Few-Shot Learning

State-of-the-art data visualization for React/Next.js/TypeScript with Tailwind CSS. Creates compelling, tested, and accessible visualizations following Tufte principles and NYT Graphics standards. Activate on "data viz", "chart", "graph", "visualization", "dashboard", "plot", "Recharts", "Nivo", "D3". NOT for static images, print graphics, or basic HTML tables.

Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling off, spacing issues, visual hierarchy, crowded UI, alignment problems, or wanting better composition.

Establish clear visual hierarchy through size, weight, color, spacing, and positioning to guide users through interfaces.

LLaVA-OneVision: Easy Visual Task Transfer