Creator · mxyhi
Last updated · Sep 3, 2026
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 im
Creator · mxyhi
Last updated · Sep 3, 2026
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 im
Creator · mxyhi
Last updated · Sep 3, 2026
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 im
Creator · mxyhi
Last updated · Sep 3, 2026
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 im
Sandbox only
Install targets
Codex install prompt
Install the "imagegen-frontend-web" agent skill from https://github.com/mxyhi/ok-skills/tree/main/imagegen-frontend-web. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"mxyhi-imagegen-frontend-web","task":"Install imagegen-frontend-web","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Maintenance
fresh
3d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
480
73/100 Quality · 81/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
480 GitHub stars
Repo activity
480 stars, 44 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add mxyhi/ok-skills --skill imagegen-frontend-webDo not use when
Alternative
174.2K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
84.4K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
174.2K Stars
npx skills add anthropics/skills --skill canvas-design
Alternative
174.2K Stars
npx skills add anthropics/skills --skill brand-guidelines
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
Agent should check
Copy prompt
Task: Use imagegen-frontend-web in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install
Install command: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
LLM text format
/api/skills/mxyhi-imagegen-frontend-web/install?format=text
Find alternatives
/api/skills/search?q=imagegen-frontend-web&limit=3
Agent prompt
Use imagegen-frontend-web for this task. Review https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install, then install with: npx skills add mxyhi/ok-skills --skill imagegen-frontend-webRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/mxyhi-imagegen-frontend-web
LLM text
/api/registry/manifest/mxyhi-imagegen-frontend-web?format=text
Install alias
/api/registry/install/mxyhi-imagegen-frontend-web
Recommend
/api/registry/recommend?task=Use%20imagegen-frontend-web%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Design and creative
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO480 GitHub stars
Stars/forks activity
CHECK480 stars, 44 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Create assets
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Analyze markets
I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
--- name: imagegen-frontend-web description: 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. ---
# 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: 1. Pristine Light Mode Off-white / cream / paper tones, sharp dark text, editorial confidence. 2. Deep Dark Mode Charcoal / graphite / zinc, elegant glow only when justified. 3. Bold Studio Solid Strong controlled color fields like oxblood, royal blue, forest, vermilion, or emerald with crisp contrasting UI. 4. Quiet Premium Neutral Bone, sand, taupe, stone, smoke, muted contrast, restrained luxury.
### Background Character Choose 1: 1. Subtle technical grid / dotted field 2. Pure solid field with soft ambient gradient depth 3. Full-bleed cinematic imagery with proper contrast control 4. Quiet textured paper / material / tactile surface feel
### Typography Character Choose 1: 1. Satoshi-like clean grotesk 2. Neue-Montreal-like refined grotesk 3. Cabinet / Clash-like expressive display 4. Monument-like compressed statement typography 5. Elegant editorial serif + sans pairing 6. Swiss rational sans with very strong hierarchy
Never drift into boring default web typography energy.
### Hero Architecture Choose 1: 1. Cinematic Centered Minimalist 2. Asymmetric Split Hero 3. Floating Polaroid Scatter 4. Inline Typography Behemoth 5. Editorial Offset Composition 6. Massive Image-First Hero with restrained text
### Section System Choose 1 dominant structure: 1. Strict modular bento rhythm 2. Alternating editorial blocks 3. Poster-like stacked storytelling 4. Gallery-led visual cadence 5. Swiss grid discipline 6. 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 arro
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for imagegen-frontend-web, ready for a manual X post.
A practical pick for market research: imagegen-frontend-web: Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RU... 480 stars https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x
Listing + install path for imagegen-frontend-web: https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x Install: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to mxyhi but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web/audit)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)mxyhi
@mxyhi
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
174.2K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
84.4K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
174.2K StarsAnthropic Brand Guidelines
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
174.2K StarsSandbox only
Install targets
Codex install prompt
Install the "imagegen-frontend-web" agent skill from https://github.com/mxyhi/ok-skills/tree/main/imagegen-frontend-web. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"mxyhi-imagegen-frontend-web","task":"Install imagegen-frontend-web","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Maintenance
fresh
3d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
480
73/100 Quality · 81/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
480 GitHub stars
Repo activity
480 stars, 44 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add mxyhi/ok-skills --skill imagegen-frontend-webDo not use when
Alternative
174.2K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
84.4K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
174.2K Stars
npx skills add anthropics/skills --skill canvas-design
Alternative
174.2K Stars
npx skills add anthropics/skills --skill brand-guidelines
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
Agent should check
Copy prompt
Task: Use imagegen-frontend-web in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install
Install command: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
LLM text format
/api/skills/mxyhi-imagegen-frontend-web/install?format=text
Find alternatives
/api/skills/search?q=imagegen-frontend-web&limit=3
Agent prompt
Use imagegen-frontend-web for this task. Review https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install, then install with: npx skills add mxyhi/ok-skills --skill imagegen-frontend-webRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/mxyhi-imagegen-frontend-web
LLM text
/api/registry/manifest/mxyhi-imagegen-frontend-web?format=text
Install alias
/api/registry/install/mxyhi-imagegen-frontend-web
Recommend
/api/registry/recommend?task=Use%20imagegen-frontend-web%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Design and creative
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO480 GitHub stars
Stars/forks activity
CHECK480 stars, 44 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Create assets
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Analyze markets
I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
--- name: imagegen-frontend-web description: 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. ---
# 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: 1. Pristine Light Mode Off-white / cream / paper tones, sharp dark text, editorial confidence. 2. Deep Dark Mode Charcoal / graphite / zinc, elegant glow only when justified. 3. Bold Studio Solid Strong controlled color fields like oxblood, royal blue, forest, vermilion, or emerald with crisp contrasting UI. 4. Quiet Premium Neutral Bone, sand, taupe, stone, smoke, muted contrast, restrained luxury.
### Background Character Choose 1: 1. Subtle technical grid / dotted field 2. Pure solid field with soft ambient gradient depth 3. Full-bleed cinematic imagery with proper contrast control 4. Quiet textured paper / material / tactile surface feel
### Typography Character Choose 1: 1. Satoshi-like clean grotesk 2. Neue-Montreal-like refined grotesk 3. Cabinet / Clash-like expressive display 4. Monument-like compressed statement typography 5. Elegant editorial serif + sans pairing 6. Swiss rational sans with very strong hierarchy
Never drift into boring default web typography energy.
### Hero Architecture Choose 1: 1. Cinematic Centered Minimalist 2. Asymmetric Split Hero 3. Floating Polaroid Scatter 4. Inline Typography Behemoth 5. Editorial Offset Composition 6. Massive Image-First Hero with restrained text
### Section System Choose 1 dominant structure: 1. Strict modular bento rhythm 2. Alternating editorial blocks 3. Poster-like stacked storytelling 4. Gallery-led visual cadence 5. Swiss grid discipline 6. 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 arro
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for imagegen-frontend-web, ready for a manual X post.
A practical pick for market research: imagegen-frontend-web: Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RU... 480 stars https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x
Listing + install path for imagegen-frontend-web: https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x Install: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to mxyhi but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web/audit)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)mxyhi
@mxyhi
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
174.2K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
84.4K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
174.2K StarsAnthropic Brand Guidelines
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
174.2K StarsSandbox only
Install targets
Codex install prompt
Install the "imagegen-frontend-web" agent skill from https://github.com/mxyhi/ok-skills/tree/main/imagegen-frontend-web. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"mxyhi-imagegen-frontend-web","task":"Install imagegen-frontend-web","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Maintenance
fresh
3d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
480
73/100 Quality · 81/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
480 GitHub stars
Repo activity
480 stars, 44 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add mxyhi/ok-skills --skill imagegen-frontend-webDo not use when
Alternative
174.2K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
84.4K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
174.2K Stars
npx skills add anthropics/skills --skill canvas-design
Alternative
174.2K Stars
npx skills add anthropics/skills --skill brand-guidelines
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
Agent should check
Copy prompt
Task: Use imagegen-frontend-web in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install
Install command: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
LLM text format
/api/skills/mxyhi-imagegen-frontend-web/install?format=text
Find alternatives
/api/skills/search?q=imagegen-frontend-web&limit=3
Agent prompt
Use imagegen-frontend-web for this task. Review https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install, then install with: npx skills add mxyhi/ok-skills --skill imagegen-frontend-webRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/mxyhi-imagegen-frontend-web
LLM text
/api/registry/manifest/mxyhi-imagegen-frontend-web?format=text
Install alias
/api/registry/install/mxyhi-imagegen-frontend-web
Recommend
/api/registry/recommend?task=Use%20imagegen-frontend-web%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Design and creative
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO480 GitHub stars
Stars/forks activity
CHECK480 stars, 44 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Create assets
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Analyze markets
I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
--- name: imagegen-frontend-web description: 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. ---
# 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: 1. Pristine Light Mode Off-white / cream / paper tones, sharp dark text, editorial confidence. 2. Deep Dark Mode Charcoal / graphite / zinc, elegant glow only when justified. 3. Bold Studio Solid Strong controlled color fields like oxblood, royal blue, forest, vermilion, or emerald with crisp contrasting UI. 4. Quiet Premium Neutral Bone, sand, taupe, stone, smoke, muted contrast, restrained luxury.
### Background Character Choose 1: 1. Subtle technical grid / dotted field 2. Pure solid field with soft ambient gradient depth 3. Full-bleed cinematic imagery with proper contrast control 4. Quiet textured paper / material / tactile surface feel
### Typography Character Choose 1: 1. Satoshi-like clean grotesk 2. Neue-Montreal-like refined grotesk 3. Cabinet / Clash-like expressive display 4. Monument-like compressed statement typography 5. Elegant editorial serif + sans pairing 6. Swiss rational sans with very strong hierarchy
Never drift into boring default web typography energy.
### Hero Architecture Choose 1: 1. Cinematic Centered Minimalist 2. Asymmetric Split Hero 3. Floating Polaroid Scatter 4. Inline Typography Behemoth 5. Editorial Offset Composition 6. Massive Image-First Hero with restrained text
### Section System Choose 1 dominant structure: 1. Strict modular bento rhythm 2. Alternating editorial blocks 3. Poster-like stacked storytelling 4. Gallery-led visual cadence 5. Swiss grid discipline 6. 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 arro
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for imagegen-frontend-web, ready for a manual X post.
A practical pick for market research: imagegen-frontend-web: Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RU... 480 stars https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x
Listing + install path for imagegen-frontend-web: https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x Install: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to mxyhi but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web/audit)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)mxyhi
@mxyhi
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
174.2K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
84.4K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
174.2K StarsAnthropic Brand Guidelines
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
174.2K StarsSandbox only
Install targets
Codex install prompt
Install the "imagegen-frontend-web" agent skill from https://github.com/mxyhi/ok-skills/tree/main/imagegen-frontend-web. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"mxyhi-imagegen-frontend-web","task":"Install imagegen-frontend-web","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Maintenance
fresh
3d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
480
73/100 Quality · 81/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
480 GitHub stars
Repo activity
480 stars, 44 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add mxyhi/ok-skills --skill imagegen-frontend-webDo not use when
Alternative
174.2K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
84.4K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
174.2K Stars
npx skills add anthropics/skills --skill canvas-design
Alternative
174.2K Stars
npx skills add anthropics/skills --skill brand-guidelines
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
Agent should check
Copy prompt
Task: Use imagegen-frontend-web in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20imagegen-frontend-web%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install
Install command: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/mxyhi-imagegen-frontend-web/install
LLM text format
/api/skills/mxyhi-imagegen-frontend-web/install?format=text
Find alternatives
/api/skills/search?q=imagegen-frontend-web&limit=3
Agent prompt
Use imagegen-frontend-web for this task. Review https://www.openagentskill.com/api/skills/mxyhi-imagegen-frontend-web/install, then install with: npx skills add mxyhi/ok-skills --skill imagegen-frontend-webRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/mxyhi-imagegen-frontend-web
LLM text
/api/registry/manifest/mxyhi-imagegen-frontend-web?format=text
Install alias
/api/registry/install/mxyhi-imagegen-frontend-web
Recommend
/api/registry/recommend?task=Use%20imagegen-frontend-web%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Design and creative
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO480 GitHub stars
Stars/forks activity
CHECK480 stars, 44 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Create assets
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Analyze markets
I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
--- name: imagegen-frontend-web description: 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. ---
# 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: 1. Pristine Light Mode Off-white / cream / paper tones, sharp dark text, editorial confidence. 2. Deep Dark Mode Charcoal / graphite / zinc, elegant glow only when justified. 3. Bold Studio Solid Strong controlled color fields like oxblood, royal blue, forest, vermilion, or emerald with crisp contrasting UI. 4. Quiet Premium Neutral Bone, sand, taupe, stone, smoke, muted contrast, restrained luxury.
### Background Character Choose 1: 1. Subtle technical grid / dotted field 2. Pure solid field with soft ambient gradient depth 3. Full-bleed cinematic imagery with proper contrast control 4. Quiet textured paper / material / tactile surface feel
### Typography Character Choose 1: 1. Satoshi-like clean grotesk 2. Neue-Montreal-like refined grotesk 3. Cabinet / Clash-like expressive display 4. Monument-like compressed statement typography 5. Elegant editorial serif + sans pairing 6. Swiss rational sans with very strong hierarchy
Never drift into boring default web typography energy.
### Hero Architecture Choose 1: 1. Cinematic Centered Minimalist 2. Asymmetric Split Hero 3. Floating Polaroid Scatter 4. Inline Typography Behemoth 5. Editorial Offset Composition 6. Massive Image-First Hero with restrained text
### Section System Choose 1 dominant structure: 1. Strict modular bento rhythm 2. Alternating editorial blocks 3. Poster-like stacked storytelling 4. Gallery-led visual cadence 5. Swiss grid discipline 6. 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 arro
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for imagegen-frontend-web, ready for a manual X post.
A practical pick for market research: imagegen-frontend-web: Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RU... 480 stars https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x
Listing + install path for imagegen-frontend-web: https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=x Install: npx skills add mxyhi/ok-skills --skill imagegen-frontend-web
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to mxyhi but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web/audit)
[](https://www.openagentskill.com/skills/mxyhi-imagegen-frontend-web?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)mxyhi
@mxyhi
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
174.2K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
84.4K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
174.2K StarsAnthropic Brand Guidelines
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
174.2K StarsPermission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness