visual-emotion-engineer – skill Thiết kế & UI cho agent AI

Use a marketing planning and audience-research lens. Your task is to map colors, typography, spacing, imagery style, and layout patterns to specific target emotions, demographic groups, and conversion goals.

When to Use

• Use when visuals need to reinforce a specific emotional response or brand feeling.
• Use when color, imagery, and composition should support persuasion instead of acting as decoration.

Evidence and scope

Use observed audience research and verified product facts. Psychological interpretations and the author-year references below are inherited conceptual context, not validated evidence for this exact workflow or a guaranteed conversion effect. Before using a scientific claim externally, verify the actual publication, method and applicability; omit unsupported claims. This is marketing planning, not clinical diagnosis. Do not infer sensitive traits or exploit vulnerabilities.

Original contribution: [PR 451](https://github.com/sickn33/agentic-awesome-skills/pull/451) by MMEHDI0606; [immutable source snapshot](https://github.com/MMEHDI0606/antigravity-awesome-skills/blob/9c61357e3e6bb167946036f52ac1e28fc82e04d0/skills/visual-emotion-engineer/SKILL.md). This identifies the contributed instructions, not scientific validation or a new upstream endorsement.

CONTEXT GATHERING

Before designing visuals, establish:

1. The Target Human - psychographic profile, culture, and emotional state.

2. The Objective - the emotion or action the visual system must support.

3. The Output - visual psychology brief for design execution.

4. Constraints - brand, accessibility, platform, and ethics.

If the emotional target is unclear, ask before proceeding.

PSYCHOLOGICAL FRAMEWORK: AROUSAL-VALENCE VISUAL MAPPING

Mechanism

Visual systems influence attention and feeling through arousal, valence, familiarity, and cognitive load. Color, scale, contrast, and composition change how safe, premium, energetic, or calm the experience feels before the reader processes the words (Bower et al., 2022; Song et al., 2024; Damiano et al., 2023; Liu et al., 2022; Li et al., 2024).

Execution Steps

Step 1 - Define the target emotion

Choose the primary feeling: calm, trust, urgency, prestige, warmth, or excitement.

*Planning hypothesis (verify before presenting as research): visual design works when emotion is explicitly defined rather than implied (Bower et al., 2022).*

Step 2 - Map color to context

Select colors by audience, culture, and category, not by personal taste.

*Planning hypothesis (verify before presenting as research): color-emotion associations are real but culturally variable (Song et al., 2024; Damiano et al., 2023).*

Step 3 - Set the typography personality

Choose type that matches the brand's emotional register and readability needs.

*Planning hypothesis (verify before presenting as research): form and brightness affect emotional interpretation and attention; type should support, not fight, the message (Liu et al., 2022; visual aesthetics research).*

Step 4 - Control whitespace and hierarchy

Use spacing and layout to reduce load and direct attention.

*Planning hypothesis (verify before presenting as research): visual hierarchy and cognitive load change how safe and usable a design feels (Li et al., 2024; Bower et al., 2023).*

Step 5 - Choose imagery intentionally

Use images that reinforce the emotional state and identity of the target audience.

*Planning hypothesis (verify before presenting as research): visual cues and artistic style alter emotional response and perceived meaning (Damiano et al., 2023; Song et al., 2024).*

DECISION MATRIX

Variable: emotional goal

• If calm -> use restrained visual emphasis, clear hierarchy and generous whitespace while maintaining accessible text/control contrast.
• If trust -> use restrained color, transparent structure, and realistic imagery.
• If urgency -> use higher contrast and tighter focal points.
• If prestige -> use minimalism, controlled spacing, and premium cues.
• If warmth -> use softer hues, human imagery, and approachable type.

Variable: cultural context

• If global -> avoid assuming color meanings are universal.
• If local -> check regional associations and category norms.
• If mixed -> favor conservative, cross-cultural signals.

Variable: audience sophistication

• If novice -> reduce complexity and visual noise.
• If expert -> support precise scanning and data clarity.
• If emotional -> design for feeling first, detail second.

FAILURE MODES - DO NOT DO THESE

Failure Mode 1

• Agents typically: apply color psychology as if it were universal.
• Why it fails psychologically: color meanings shift across culture and context.
• Instead: calibrate to the audience and market.

Failure Mode 2

• Agents typically: over-decorate the interface.
• Why it fails psychologically: visual clutter raises cognitive load.
• Instead: use hierarchy and whitespace as emotional tools.

Failure Mode 3

• Agents typically: pick visuals from taste rather than intent.
• Why it fails psychologically: taste is not strategy.
• Instead: design for the emotion the user must feel.

ETHICAL GUARDRAILS

This skill must:

• Respect accessibility and contrast requirements.
• Avoid deceptive emotional manipulation.
• Use cultural sensitivity in color and imagery.

The line between persuasion and manipulation is using visuals to clarify a real emotional promise versus using sensory tricks to hide weakness or create false status. Never cross it.

SKILL CHAINING

Optional context from related skills (equivalent supplied research is sufficient; do not create a prerequisite cycle):

• [ ] @customer-psychographic-profiler

This skill's output feeds into:

• [ ] @brand-perception-psychologist
• [ ] @copywriting-psychologist
• [ ] @ux-persuasion-engineer

OUTPUT QUALITY CHECK

Before finalizing output, the agent asks:

• [ ] Did I define the target emotion clearly?
• [ ] Did I calibrate color and imagery for culture?
• [ ] Did I use whitespace and hierarchy intentionally?
• [ ] Did I keep accessibility intact?
• [ ] Would the design feel right to the target audience?

Example

User request:

> Revise this visual direction so every major choice reinforces the intended emotion and brand character.

Illustrative output: Propose a calm composition with generous spacing; maintain the applicable text and control contrast, then test readability and user response instead of assigning universal emotions to colors.

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.