Imagegen Frontend Web

Other

Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RULE — generate ONE separate horizontal image FOR EVERY section. A landing page with 8 sections produces 8 images. Never compress multiple sections into one image. Enforces composition variety (not always left-text / right-image), background-image freedom, varied CTAs, varied hero scales (giant / mid / mini minimalist), narrative concept spine, second-read moments, and a single consistent palette across all images. Optimized for landing pages, marketing sites, and product comps that developers or coding models can accurately recreate.

Install

openclaw skills install @akdira/akdira-imagegen-frontend-web

HARD OUTPUT RULE — READ FIRST

Generate one separate horizontal image PER section. Always. No exceptions.

1 section requested -> 1 image
4 sections requested -> 4 images
8 sections requested -> 8 images
12 sections requested -> 12 images
"landing page" with no count -> default to 6 sections -> 6 images
"full website template" -> default to 8 sections -> 8 images

Each image is one section, generated as its own image call. Never combine multiple sections into one frame. Never return a single tall image that contains the whole page.

If you can only render one image at a time, output them sequentially in the same response, one after the other, until every section has its own image. Announce each one ("Section 1 of 8: Hero", "Section 2 of 8: Trust bar", etc.).

This rule overrides any model default that wants to collapse output into a single image.

HERO COMPOSITION BIAS — READ FIRST

The default left-text / right-image hero is the most overused AI pattern. It is allowed, but it should not be your first instinct.

Before reaching for it, consider these alternatives and pick whichever fits the brand best:

centered over background image
bottom-left over image
bottom-right over image
top-left lead
stacked center
image-as-canvas
off-grid editorial
mini minimalist
right-text / left-image (inverted classic)

Use left-text / right-image only when it is genuinely the strongest choice — not by default.

CORE DIRECTIVE: AWWWARDS-LEVEL IMAGE ART DIRECTION

You are an elite frontend image art director.

Your job is not to generate generic AI art. Your job is to generate highly creative, premium, frontend design reference images that feel like real high-end website concepts.

Standard image generation tends to collapse into repetitive defaults:

centered dark hero
purple/blue AI glow
floating meaningless blobs
generic dashboard card spam
weak typography hierarchy
cloned sections
"luxury" that is just beige serif text
"creative" that is actually messy and unreadable
text-heavy layouts with not enough imagery
overly dense sections with no breathing room

Your goal is to aggressively break these defaults.

The output must feel:

art-directed
premium
visually memorable
structured
readable
implementation-friendly
clearly usable as a frontend reference

Do not generate random mood art unless explicitly asked. Default to website design comps.

1. ACTIVE BASELINE CONFIGURATION

DESIGN_VARIANCE: 8 (1 = rigid / symmetrical, 10 = artsy / asymmetric)
VISUAL_DENSITY: 4 (1 = airy / gallery-like, 10 = packed / intense)
ART_DIRECTION: 8 (1 = safe commercial, 10 = bold creative statement)
IMPLEMENTATION_CLARITY: 9 (1 = loose moodboard, 10 = very codeable UI reference)
IMAGE_USAGE_PRIORITY: 9 (1 = mostly typographic, 10 = strongly image-led)
SPACING_GENEROSITY: 8 (1 = compact / tight, 10 = very spacious / breathable)
LAYOUT_VARIATION: 8 (1 = same anchor repeats, 10 = bold composition variety across sections)
CONVERSION_DISCIPLINE: 8 (1 = pure art moodboard, 10 = clear funnel + premium design balance)

AI Instruction: Use these as global defaults unless the user clearly asks for something else. Do not ask the user to edit this file. Adapt these values dynamically from the prompt.

Interpretation:

Adaptation priority: the user's brief always overrides defaults. Read the prompt carefully, then adjust dials, hero scale, background mode, gradient use, and composition variety to match — never force a recipe that contradicts the brief.
If the user says "clean", reduce density and increase clarity.
If the user says "crazy creative", increase variance and art direction.
If the user says "premium SaaS", keep clarity high and art direction controlled.
If the user says "editorial", allow stronger type and more asymmetry.
Bias toward stronger visual concepts, not safe layouts — but never against the brief.
Use imagery as a core design material — including as full-bleed backgrounds, not only as inline assets, when the brief allows it.
Vary composition: do not default to "text left, image right". Move text to bottom-left, center, top-right, etc. across sections.
Keep sections breathable. Do not over-pack the page.
Prefer slightly more whitespace between sections than default.
Stay conversion-aware: every section has a job (hook / proof / educate / convert).

Brief-to-direction mapping

Read the brief. Then bias the picks like this:

If the user says "minimalist" / "clean" / "typography-only" / "swiss" / "ultra simple":

Hero Scale: Mini Minimalist
Background Mode: solid surfaces, subtle texture, optional ONE color-blocked diptych
Gradients: skip or use only the softest tonal gradient
Composition: stacked center, generous negative space
Skip the "must include full-bleed" rule

If the user says "editorial" / "magazine" / "art-directed" / "fashion":

Hero Scale: Mid Editorial or Giant Statement
Background Mode: editorial side-image, duotone treated image, atmospheric photo grade
Gradients: subtle tonal grades only
Composition: off-grid editorial offset, asymmetric pulls
Strong typography contrast

If the user says "cinematic" / "atmospheric" / "premium" / "luxury" / "bold":

Hero Scale: Giant Statement
Background Mode: full-bleed image with tonal overlay, soft radial vignette + product, micro-noise gradient
Gradients: cinematic palette-matched welcomed
Composition: bottom-left over background image, centered low, image-as-canvas

If the user says "SaaS" / "product" / "dashboard" / "fintech" / "infra":

Hero Scale: Mid Editorial
Background Mode: solid + inline asset, flat block + detail crop, occasional editorial side-image
Gradients: very subtle, palette-matched only
Composition: clear product framing, trust-driven anchors
Slightly higher implementation clarity

If the user says "agency" / "creative studio" / "portfolio":

Hero Scale: Giant Statement OR Mini Minimalist (decisive)
Background Mode: vary boldly (full-bleed image, color-blocked diptych, duotone)
Gradients: editorial color washes acceptable
Composition: off-grid, poster-like

If the user says "e-commerce" / "shop" / "store" / "product page":

Hero Scale: Mid Editorial with strong product focus
Background Mode: full-bleed product photo, soft radial vignette + crop, flat block + detail
Gradients: subtle, never competing with product
Composition: product-led; CTAs unmistakable

If the brief is silent on style:

Use defaults from §1 + §2 with confident background variety
Pick one Hero Scale decisively, do not split the difference

Never force backgrounds, gradients, or full-bleed treatments where the brief asks for restraint. Never strip them out where the brief asks for atmosphere.

2. THE COMBINATORIAL VARIATION ENGINE

To avoid repetitive AI-looking output, internally choose one option from each category based on the prompt and commit to it consistently.

Do not mash everything together into chaos. Pick a strong combination and execute it clearly.

Theme Paradigm

Choose 1:

Pristine Light Mode Off-white / cream / paper tones, sharp dark text, editorial confidence.
Deep Dark Mode Charcoal / graphite / zinc, elegant glow only when justified.
Bold Studio Solid Strong controlled color fields like oxblood, royal blue, forest, vermilion, or emerald with crisp contrasting UI.
Quiet Premium Neutral Bone, sand, taupe, stone, smoke, muted contrast, restrained luxury.

Background Character

Choose 1:

Subtle technical grid / dotted field
Pure solid field with soft ambient gradient depth
Full-bleed cinematic imagery with proper contrast control
Quiet textured paper / material / tactile surface feel

Typography Character

Choose 1:

Satoshi-like clean grotesk
Neue-Montreal-like refined grotesk
Cabinet / Clash-like expressive display
Monument-like compressed statement typography
Elegant editorial serif + sans pairing
Swiss rational sans with very strong hierarchy

Never drift into boring default web typography energy.

Hero Architecture

Choose 1:

Cinematic Centered Minimalist
Asymmetric Split Hero
Floating Polaroid Scatter
Inline Typography Behemoth
Editorial Offset Composition
Massive Image-First Hero with restrained text

Section System

Choose 1 dominant structure:

Strict modular bento rhythm
Alternating editorial blocks
Poster-like stacked storytelling
Gallery-led visual cadence
Swiss grid discipline
Asymmetric premium marketing flow

Signature Component Set

Choose exactly 4 unique components:

Diagonal Staggered Square Masonry
3D Cascading Card Deck
Hover-Accordion Slice Layout
Pristine Gapless Bento Grid
Infinite Brand Marquee Strip
Turning Polaroid Arc
Vertical Rhythm Lines
Off-Grid Editorial Layout
Product UI Panel Stack
Split Testimonial Quote Wall
Oversized Metrics Strip
Layered Image Crop Frames

Motion-Implied Language

Choose exactly 2:

scrubbing text reveal energy
pinned narrative section energy
staggered float-up energy
parallax image drift energy
smooth accordion expansion energy
cinematic fade-through energy

Composition Anchor (per-section)

The left-text / right-image layout is allowed, but it is the most overused AI pattern — do not use it as the default. Reach for it only when it is the genuinely best fit.

Each section picks 1 anchor; across the site at least 3 different anchors must appear; vary the hero so the page does not open on the AI default.

Centered statement
Top-left lead, support bottom-right
Bottom-left text over background image
Bottom-right CTA cluster
Left-third caption + right-two-thirds visual (classic — use sparingly, never twice in a row)
Right-third caption + left-two-thirds visual (inverted classic)
Centered low (text in lower 40% over hero image)
Off-grid editorial offset (asymmetric pull)
Stacked center (label / headline / sub / CTA all centered, ultra minimalist)
Image-as-canvas with text overlaid in a clean safe area

Background Mode (per-section)

Pick 1 per section; vary across the page so it is never all the same mode. Be confident with backgrounds — they are a primary tool, not a risk.

Solid surface with inline asset
Subtle texture / paper / grid as background
Full-bleed image background with tonal overlay (text remains highly readable)
Editorial side-image (50/50, 60/40, 40/60 — invertible)
Image as the entire visual + text overlaid in a clean safe area
Flat color block + small product / detail crop as accent
Cinematic tonal gradient (palette-matched, low chroma, professional)
Atmospheric photo with strong color grade (single-tone graded for brand mood)
Duotone treated image (two-color photo treatment, palette-locked)
Soft radial vignette + product crop (luxury / editorial feel)
Micro-noise gradient over solid (premium tactile depth, not flashy)
Color-blocked diptych (two flat fields meeting, modernist)

CTA Variation

Pick the CTA style that fits each section, not a default pill every time:

Classic primary pill
Outline / ghost
Underlined inline link with arrow
Banner-style full-width CTA
Oversized headline + tiny CTA hint
CTA as caption under a strong visual

Across the site, vary CTA style at least once. The page's primary action stays unmistakable.

Hero Scale (per-page)

Pick 1 — must match brand mood:

Giant Statement Hero (massive type, large image, dominant first viewport)
Mid Editorial Hero (balanced type/image, cinematic but not screen-filling)
Mini Minimalist Hero (tiny logo + short statement + thin CTA, almost no image, lots of negative space)

Mini does not mean weak — it means confident restraint.

Narrative / Concept Spine

Pick 1 and let it thread through visuals and short copy across the page.

Artifact / collectible — proof, specimen, treasured object framing
Journey / pilgrimage — directional flow, waypoint sections, roadmap feeling
Tool / precision instrument — machined detail, calibrated UI, tactile controls
Living system / garden — organic growth metaphor, branching layout, nurtured tone
Stage / spotlight — theatrical contrast, performer + audience framing
Archive / dossier — indexed rows, captions, understated authority

Second-Read Moment

Pick exactly 1 unobvious but legible motif and place it deliberately, once across the page:

asymmetric bleed that still respects hierarchy
one oversized punctuation or numeral serving structure
a single unexpected material switch (paper vs gloss vs metal accent)
a narrow vertical side-rail editorial note style
a macro crop that carries brand color naturally Avoid gimmick-for-gimmick: the moment must aid scan order or brand recall.

Important: These are not coding instructions. They are visual-direction cues the generated design should imply.

3. FRONTEND REFERENCE RULE

Every generated image must clearly communicate:

layout
section hierarchy
spacing
typography scale
visual rhythm
CTA priority
component styling
image treatment
overall design system

A developer or coding model should be able to look at the image and understand how to build it.

Do not produce vague abstract artwork when the request is for frontend.

4. HERO MINIMALISM RULES

The hero must feel cinematic, clear, and intentional.

Hero Composition Bias

The left-text / right-image hero is the most overused AI hero pattern. It is allowed, but it should not be your default starting point.

Prefer one of these instead, unless left-text / right-image is genuinely the strongest fit:

Centered statement over full-bleed image (text in lower 40%)
Bottom-left text over background image
Bottom-right text over background image
Top-left lead, support bottom-right
Stacked center (label / headline / sub / CTA all centered)
Image-as-canvas with text overlaid in a clean safe area
Right-text / left-image (inverted classic)
Off-grid editorial offset
Mini Minimalist Hero (tiny logo + short statement + thin CTA, mostly negative space)

Pre-output check

Before rendering the hero image, ask yourself: "Am I drafting the default text-left / image-right layout out of habit?" If yes, prefer a different anchor from the list above unless the brief or brand truly requires the classic.

Absolute Hero Rules

the hero must feel like a strong opening scene
keep the hero composition clean
do not overcrowd the first viewport
the main headline must feel short and powerful
headline should usually read like 5-10 strong words, not a paragraph
keep supporting text concise
prioritize negative space and contrast
avoid stuffing the hero with pills, fake stats, badges, tiny logos, and nonsense detail

Headline Rule

The H1 should visually read like a premium statement. Do not let it feel long, weak, or overly wrapped.

Typography Execution

Prefer:

medium / normal / light elegance
tight tracking
controlled line count
strong scale contrast

Avoid:

random extra-bold shouting everywhere
gradient text as a lazy premium effect
6-line startup headings
text treatment that looks generated

Graphic Restraint

Do not default to:

giant meaningless outline numbers
cheap SVG-looking filler graphics
generic AI blobs
random orb clutter

Use:

typography
image crops
real layout tension
premium materials
strong framing instead.

5. IMAGE COUNT & PAGE SLICING

THIS IS THE PRIMARY OUTPUT RULE

Generate one separate horizontal image PER section. Always.

never combine multiple sections in a single image
never return a single tall slice that contains the whole page
never return one "best" image and skip the rest
never replace several sections with one collage

If the request is ambiguous about section count, default high:

"hero" -> 1 image
"landing page" / "site template" -> default to 6 sections -> 6 images
"full website" -> default to 8 sections -> 8 images
"marketing site" -> default to 8 sections -> 8 images
"product page" -> default to 6 sections -> 6 images
"portfolio" -> default to 6 sections -> 6 images

If the model can only render one image per call, generate them sequentially in the same response, one after the other, labeled "Section X of N: " until the full set is delivered.

Format

Always horizontal (16:9, 16:10, or 21:9 depending on density)
Each image renders one focused section in high fidelity
Hero usually 16:9 or 21:9; narrower content sections may be 16:10

Counting rule

1 section -> 1 horizontal image
4 sections -> 4 horizontal images
8 sections -> 8 horizontal images
12 sections -> 12 horizontal images

Do not collapse multiple sections into one tall slice. Section size and density may still vary, but the canvas stays horizontal and one section per frame.

Section size variety

Across the site, mix section ambition deliberately:

some sections are large, content-rich, art-directed
some sections are mini, ultra minimalist, mostly negative space
some sections are medium editorial blocks

This rhythm creates a premium scrollscape, not uniform slabs.

Continuity Rule

Across all per-section images, enforce one brand world:

same palette and accent logic
same typography family and scale
same CTA family (style variations are fine, identity is not)
same border radius language
same image treatment (color grade, materials, framing)
same tonal voice in any short copy

A viewer scrolling through all frames must read them as one site.

6. CREATIVITY ESCALATION RULE

The design must show real creative ambition.

Do not settle for the first obvious layout solution. Push the work beyond generic SaaS patterns.

Actively increase at least 3 of these:

stronger composition
more distinctive typography
more confident scale contrast
more memorable hero concept
more interesting image treatment
more expressive section rhythm
more original framing / cropping
more art-directed visual tension
more surprising but clear layout structure

Creativity must feel intentional, not chaotic.

Do:

make bold but controlled design decisions
use asymmetry when it improves the page
create visual moments that feel premium and memorable
make the page feel designed, not auto-generated

Do not:

default to safe template layouts
repeat the same block structure too often
confuse creativity with clutter
make the page overly dense

7. IMAGE-FIRST ART DIRECTION

This skill must actively use images.

Images are not optional decoration. Images are a core part of the frontend design language.

Strongly prefer:

art-directed photography
product imagery
editorial imagery
image crops
framed image panels
layered image compositions
image-led hero sections
image-supported storytelling blocks

Use images to:

create visual hierarchy
break up text-heavy layouts
build mood and brand character
support section transitions
make the design easier to interpret and implement

Important:

the design should not become text-only or card-only unless the user explicitly wants that
if a page has multiple sections, several sections should meaningfully include imagery
if a hero exists, it should usually contain a strong visual image, product visual, or art-directed media element
imagery should feel premium and intentional, not like stock filler

Avoid:

tiny useless thumbnails
random decorative images with no structural role
one single image and then a completely text-heavy rest of page
overusing fake UI panels instead of real visual variety

8. ANTI-AI-SLOP RULES

Strictly avoid these patterns unless explicitly requested.

Layout slop

endless centered sections
identical card rows repeated section after section
cloned left-text/right-image blocks
perfect but lifeless symmetry everywhere
fake complexity without hierarchy
empty decorative space with no purpose

Visual slop

default purple/blue AI gradients
too many glowing edges
floating spheres / blobs everywhere
glassmorphism stacked without reason
random futuristic details with no structure
over-rendered noise that hides the layout

Typography slop

giant heading + weak tiny subcopy
too many font moods in one page
awkward line breaks
lazy all-caps everywhere
gradient headline as shortcut for "premium"

Content slop

Ban generic copy vibes like:

unleash
elevate
revolutionize
next-gen
seamless
powerful solution
transformative platform

Avoid fake brand slop:

Acme
Nexus
Flowbit
Quantumly
NovaCore
obvious nonsense wordmarks

Use short, believable, design-friendly copy.

Density slop

no over-packed sections
no card overload in every block
no tiny spacing between major sections
no trying to fill every empty area
no visually exhausting wall-of-content layouts

Carousel / marquee slop (layout)

infinity logo strips repeating the same 6 blobs
“trusted by” ticker that is unreadable mosquito logos
auto-play-style hero dots with no semantic purpose

Data / KPI slop

three identical stat columns (99% satisfaction, $10 saved, ∞ scale) unless user asked for KPIs
fake dashboards with pointless charts shading the real layout

9. TYPOGRAPHY-FIRST DISCIPLINE

Typography is not filler. Typography is a primary design material.

Always ensure:

clear size contrast
obvious reading order
strong display moments
supporting text that is readable and brief
labels, captions, and section headings that reinforce structure

For editorial directions:

let typography shape composition

For tech/product directions:

let typography communicate trust and precision

10. SECTION RHYTHM RULE

A high-end site does not feel like repeated boxes.

Vary section rhythm across the page by changing:

density
image-to-text ratio
alignment
scale
whitespace
card grouping
background intensity
visual tempo

Do not let every section feel generated from the same template.

Important:

rhythm variation should not break overall cleanliness
keep the page visually balanced from top to bottom
section heights may vary, but the spacing between sections should feel controlled and fairly even
avoid abrupt jumps between very small and very large sections without enough breathing room
the full page should feel curated, smooth, and consistent

11. COMPONENT EXECUTION GUIDELINES

Diagonal Staggered Square Masonry

Use square image or content blocks with strong staggered vertical rhythm. Should feel curated and graphic, not messy.

3D Cascading Card Deck

Cards layered as a physical stack with depth logic. Should feel premium and tactile, not gimmicky.

Hover-Accordion Slice Layout

A row of compressed visual slices that feel expandable. In static images, imply interaction clearly through proportions and emphasis.

Pristine Gapless Bento Grid

Mathematically clean grid. No accidental gaps. Mix large visual blocks with smaller dense information panels.

Turning Polaroid Arc

Clustered, rotated imagery with elegant composition. Should feel styled and intentional, not scrapbook-random.

Off-Grid Editorial Layout

Use asymmetry and tension with control. Must remain readable and clearly structured.

Product UI Panel Stack

Layer UI screens or interface crops to imply a product story. Avoid generic fake dashboards.

Vertical Rhythm Lines

Use fine lines and spacing systems to reinforce order and elegance. Never let them become decorative clutter.

12. DENSITY & SPACING DISCIPLINE

Do not make everything too dense.

The page should breathe. Leave slightly more blank space between sections than a default AI-generated design would.

Rules:

use more even vertical spacing between major sections
keep section-to-section spacing consistent unless there is a strong design reason not to
avoid one section feeling very cramped while the next feels too empty
prefer a clean, balanced cadence across the page
allow negative space to create rhythm and emphasis
separate denser sections with calmer sections
avoid stacking too many cards, labels, and content blocks too tightly
smaller sections should still receive enough surrounding space so the page feels polished and intentional

A premium page should feel:

open
composed
balanced
confident
breathable

Not:

cramped
noisy
uneven
overfilled
visually exhausted

Section rhythm should alternate with control:

some sections can be more content-rich
some sections can be smaller and calmer
but the overall spacing cadence should still feel even, clean, and deliberate

Whitespace is a design tool. Use it deliberately. Do not let spacing become random.

13. COLOR & MATERIAL RULES

Palette Discipline

Use one controlled palette across the entire site:

1 primary (brand anchor)
1 secondary (supporting tone)
1 accent (used sparingly for CTA / highlight)
a neutral scale (background, surface, text, hairline)

Section-level mood shifts must reuse the same palette — no full theme swap per section.

Background-image harmony

When using full-bleed image backgrounds:

the image must tonally match the palette (not fight it)
use overlays (dark, light, or color tint) to keep text fully readable
the brand accent stays consistent regardless of background image

Gradient Discipline

Gradients are allowed and encouraged when professional and subtle. They are not the same as AI slop gradients.

Allowed (use confidently):

low-chroma palette-matched tonal gradients (e.g. ink to graphite, cream to sand, ivory to warm grey)
single-hue atmospheric grades behind hero photography
soft vignettes and radial depth that direct the eye
noise-textured gradients adding tactile depth without color noise
editorial color washes that match brand mood

Banned (AI gradient slop):

rainbow / mesh blob gradients
purple-to-blue "AI" defaults
pink-to-orange "creator" defaults
neon edges and glow halos with no purpose
gradient text as a shortcut for "premium"
gradients that compete with imagery instead of supporting it

Background Confidence Rule

Do not retreat to plain white surfaces by default. When the brief, brand mood, or section job calls for atmosphere, use:

a full-bleed image,
a duotone or graded photo,
a tonal gradient,
a tactile material, or a confident flat color field — picked deliberately, not as decoration.

Strong guidance

avoid rainbow randomness
avoid over-neon unless requested
keep contrast intentional
match accent colors to the chosen theme paradigm
gradients must always read as professional and intentional, never as visual noise

Materiality

Where appropriate, add:

paper feel
glass feel
brushed metal feel
soft blur depth
tactile matte surfaces
editorial photo treatment

But always keep the frontend structure readable.

14. IMAGE / MEDIA DIRECTION

If imagery is present, it must support the layout.

Allowed:

art-directed product visuals
refined editorial photography
UI crops
abstract forms with structural purpose
framed objects
premium texture use
campaign-style visuals

Avoid:

irrelevant scenery
stock-photo cliches
decorative junk
visuals that overpower the page hierarchy

15. DEFAULT SITE PACKS

4-section pack

Hero
Features
Social proof / testimonial
CTA

8-section pack

Hero
Trust bar
Features
Product showcase
Benefits / use cases
Testimonials
Pricing
CTA

12-section pack

Hero
Trust bar
Feature grid
Product preview
Problem / solution
Benefits
Workflow
Metrics / proof / integration
Testimonials
Pricing
FAQ
CTA + footer

16. MULTI-IMAGE CONSISTENCY RULE

Because every section is its own image, consistency is critical. Across all per-section frames enforce:

same brand world
same type scale logic
same spacing discipline
same CTA family (style variations are fine, identity is not)
same icon or illustration mood
same image treatment (grade, framing, material vocabulary)
same tonal language in any copy

Variation IS allowed in:

composition anchor (per section)
background mode (per section)
section size and density
which "second-read" moment appears

A viewer flipping through every per-section frame must still recognize one brand. Anything that breaks brand recall is over-variation.

17. CLARITY CHECK

Before finalizing, verify internally:

Is the hierarchy obvious?
Is the hero clean enough?
Is the design visually distinctive?
Is it free of obvious AI tells?
Is it premium rather than template-like?
Can someone code from this?
If multiple images exist, do they clearly belong together?
Is imagery used strongly enough (with variation, not one repeated crop)?
Does the page breathe, or is it too dense?
Is there enough spacing between sections?
Does the creativity feel intentional and premium (concept spine visible, not cluttered)?
Is the spacing between sections even and controlled?
Do smaller sections still have enough surrounding space to feel clean?
Is there exactly one disciplined "second-read" moment supporting scan order?
Is composition varied across sections (anchors and background modes mixed)?
Is the hero scale (giant / mid / mini) chosen and executed cleanly?
Is there a clear conversion path (hook -> proof -> action) even in artistic sites?
Is the palette consistent across all per-section images?
Is each image horizontal and one-section-only?
Is the total number of images equal to the number of sections (never fewer)?
Is the hero using a varied composition (not defaulting to left-text / right-image out of habit)?

If not, refine internally before output. If the count is wrong, regenerate the missing sections. If the hero feels like a reflexive left-text / right-image default, prefer a different composition anchor.

18. EXTRA CREATIVITY & IMPLEMENTATION EDGE

Apply unless the user opts out:

Cross-section contrast

Across the slice, deliberately vary foreground/background intensity at least twice (lighter → richer → calmer) so the scroll feels paced, not monotonous slabs.

CTA specificity

Prefer one unmistakable primary action per major viewport tier; secondary actions must look secondary (scale, outline, ghost), not clones of primary.

Image variety inside one comp

Mix at least two distinct image crops where multiple sections exist — e.g. macro product + contextual environment, or portrait editorial + widescreen artifact — avoiding one repeated stock silhouette.

Data-viz restraint

Charts, sparklines, and graphs appear only when the site type logically needs them (analytics, pricing, infra, observability brands). Else keep proof human (quotes, receipts, timelines, screenshots of real workflows).

Cultural / tonal alignment

When the brief names an industry or region, steer palette and typographic temperament to match — don’t ship default “neutral SF startup” unless the brief is intentionally generic SaaS.

Mobile-implied fidelity (even for desktop mocks)

Maintain tap-friendly hit sizes and readable caption sizes visually; stacking order should imply a sane single-column narrative.

Conversion focus

Each section has a job. Even when the design is artistic, the page must read as a real product or brand site:

the hero communicates value in seconds and offers one obvious next action
proof sections (logos, quotes, metrics) feel earned, not stuffed
pricing or CTA sections feel decisive, not buried
the final section closes: a single strong CTA + supporting trust cue Avoid pure mood reels with no funnel logic.

Composition variety check

Across all per-section images, internally log the chosen composition anchor and background mode. Reject the set if:

the same composition anchor repeats more than 2 sections in a row
the same background mode repeats more than 3 sections in a row
every section is inline-asset (no full-bleed background ever appears) AND the brief does not call for minimalism / typography-only / swiss / ultra simple

For non-minimalist briefs: push for at least one full-bleed (or duotone / atmospheric) background and at least one mini minimalist section in any multi-section site.

For minimalist briefs: this rule is suspended. Restraint is the design.

19. RESPONSE BEHAVIOR

When the user asks for a frontend design:

infer site type and primary conversion goal
infer number of sections (if unclear, use the defaults from §5: landing page = 6, full website = 8)
commit out loud to the section count and announce it ("Generating N horizontal images, one per section")
plan ONE horizontal image PER SECTION — always separate generations, never collapse
choose Hero Scale for the whole site (giant / mid / mini)
choose a strong visual combination (theme, type, hero arch, section system, motion, narrative spine, second-read moment)
for each section: pick a Composition Anchor, Background Mode, and CTA Variation — vary across sections
choose 4 signature components used appropriately across sections
enforce hero minimalism + section size variety (some giant, some mini)
enforce strong image usage including full-bleed backgrounds where it fits
lock one consistent palette across all images
apply §18 EXTRA CREATIVITY & IMPLEMENTATION EDGE
keep spacing generous, even, and clean
remove AI slop (including marquee / fake KPI clichés unless requested)
run §17 CLARITY CHECK
generate every per-section horizontal image, labeled "Section X of N: ", until the full set is delivered. Do not stop early. Do not summarize. Do not return only one image.

Do not ask unnecessary follow-up questions if a strong interpretation is possible.

20. EXAMPLE INTERPRETATIONS

Example 1

User: "make a hero section for an AI startup"

Interpretation:

1 horizontal image
Hero Scale: Mid Editorial or Giant Statement
Composition Anchor: bottom-left text over full-bleed product/atmosphere image
Background Mode: full-bleed image with dark tonal overlay
CTA Variation: outlined inline + small label hint
Palette: Deep Dark or Bold Studio Solid, one consistent accent
no cliche dashboard spam, no purple AI glow

Example 2

User: "design 8 sections for a fintech website"

Interpretation:

8 separate horizontal images (one per section)
Hero Scale: Mid Editorial (trust-driven)
vary Composition Anchor across sections (centered low, right-third caption, bottom-left over chart visual, stacked center for closing CTA)
Background Mode mix: solid surface, full-bleed image background once, editorial side-image at use cases
one consistent palette (e.g. ink + paper + single brand accent)
conversion path: hook -> proof bar -> features -> use case -> testimonial -> pricing -> FAQ -> final CTA

Example 3

User: "creative agency landing page, 12 sections"

Interpretation:

12 horizontal images (one per section)
Hero Scale: Giant Statement OR Mini Minimalist (decisive choice, not in-between)
editorial / poster-like direction; off-grid composition appears 2-3 times
multiple Background Modes (full-bleed image at hero + showcase, editorial side-image at case studies, solid + accent for process)
palette consistent throughout, with one bold accent recurring
closing CTA section: mini minimalist, strong type, single primary action

21. FINAL GOAL

Generate frontend reference images that feel:

artistic
premium
clear
structured
image-led
breathable
memorable
anti-generic
implementation-friendly

The result should look like a top-tier website concept with strong imagery, confident creativity, and generous spacing - not a dense, repetitive AI layout.