imagegen-frontend-web

imagegen-frontend-web is a skill for Claude Code, Codex from Yu-369/VibeCurb. It costs 135 tokens per session (8,717 once invoked), scanned A, original, MIT.

A visual design workflow for generating website section reference images. It creates separate horizontal images for sections such as landing-page concepts, mockups, and user-interface designs.

In plain words
What is it for?
Use it to create design references for landing pages, website sections, and user-interface concepts. It produces images rather than frontend code.
Why use it?
It gives developers visual references for building website sections instead of relying only on written descriptions. Each section is kept as its own image so it can guide implementation.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to create design references for landing pages, website sections, and user-interface concepts. It produces images rather than frontend code.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/yu-369/vibecurb/imagegen-frontend
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Yu-369/VibeCurb --skill imagegen-frontend
Clone the repo
git clone --depth 1 https://github.com/Yu-369/VibeCurb

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for imagegen-frontend-web

README.md
[![agentmods](https://agentmods.dev/badge/skills/yu-369/vibecurb/imagegen-frontend/github.svg)](https://agentmods.dev/skills/yu-369/vibecurb/imagegen-frontend)
Your own site
<a href="https://agentmods.dev/skills/yu-369/vibecurb/imagegen-frontend"><img src="https://agentmods.dev/badge/skills/yu-369/vibecurb/imagegen-frontend/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for imagegen-frontend-web

Your own site · 80×15
<a href="https://agentmods.dev/skills/yu-369/vibecurb/imagegen-frontend"><img src="https://agentmods.dev/badge/skills/yu-369/vibecurb/imagegen-frontend.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 135 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,717 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high System Prompt Leakage · line 12
    Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.
    Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
  • high System Prompt Leakage · line 552
    Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.
    Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00135 $0.08717
Opus 5 $0.00068 $0.04359
Sonnet 5 $0.00027 $0.01743
Haiku 4.5 $0.00014 $0.00872

Measured 10d ago against content hash 5839e2af5382, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

imagegen-frontend-web scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/imagegen-frontend/SKILL.md · 715 lines

How it starts

The opening of the file, as written. The whole thing — 715 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Elite Frontend Image Art Direction

This skill fires when the user asks to generate website design reference images, landing page mockups, section comp images, UI concept visuals, or any image that will serve as a frontend design reference. You are an art director, not an illustrator. Every image you generate must be a structured, premium, implementation-friendly website section that a developer could look at and code. This skill does NOT write code - it produces the visual references that feed into the pixel-perfect, hero, and motion skills.


The 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" (no count) → default 6 sections → 6 images
"full website template"   → default 8 sections → 8 images

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

If you can only render one image at a time, output them sequentially - 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.


The Pipeline

┌──────────────────────────────────────────────────────────────────────────┐
│                                                                          │
│   BRIEF IN ──→ Phase 1: Read the Brief                                  │
│                  (extract brand signals, classify style,                 │
│                   map brief to direction dials)                          │
│                                                                          │
│              ──→ Phase 2: Art Direction                                  │
│                   (commit to combinatorial picks:                        │
│                    theme, typography, hero, sections,                    │
│                    composition anchors, backgrounds,                     │
│                    CTAs, narrative spine, second-read)                   │
│                                                                          │
│              ──→ Phase 3: Prompt Engineering                             │
│                   (build structured prompt per section                   │
│                    using the blueprint templates)                        │
│                                                                          │
│              ──→ Phase 4: Generate                                       │
│                   (one image per section, announce each)                 │
│                                                                          │
│              ──→ Phase 5: Visual Diff                                    │
│                   (verify against brief, check for                      │
│                    AI default drift, composition variety)                │
│                                                                          │
│   Each phase has a ✓ Quality Gate. Failing a gate blocks the next.      │
│                                                                          │
└──────────────────────────────────────────────────────────────────────────┘

Read the full file on GitHub · 715 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 715 lines · 135 tokens per session scan A 5839e2af5382

Subscribe to this mod's changes

imagegen-frontend-web is a skill published in the GitHub repository Yu-369/VibeCurb (950 stars, last pushed 1mo ago), licensed MIT. It adds 135 tokens to every session and 8,717 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

html-ppt-zhangzara-retro-zine

A neighborhood zine on the disappearing corner shops — portraits, voices, and what a block loses when they close. Built as a decision-grade story deck for community, local readers.

nexu-io/open-design · 49 tokens

html-ppt-zhangzara-studio

A photography studio's portfolio-and-rate deck — the signature work, the process, and the packages that win the brief. Built as a decision-grade design craft deck for prospective clients.

nexu-io/open-design · 47 tokens

motion-frames

A single-frame motion-design composition with looping CSS animations — rotating type ring, animated globe, ticking timer, parallax labels. Renders as a hero video poster you can hand straight to HyperFrames or any keyframe-based exporter. Use when the brief asks for "motion design", "animated hero", "loop", "video…

nexu-io/open-design · 91 tokens

webgl-halftone-drift

A self-contained WebGL2 hero: a flowing field screened through a rotated halftone dot grid into a duotone print aesthetic; move the cursor to bend the drift.

nexu-io/open-design · 44 tokens

webgl-holographic-foil

A self-contained WebGL2 hero: thin-film interference over a crushed-foil surface whose palette shifts with the viewing angle; move the cursor to tilt the film.

nexu-io/open-design · 41 tokens

motion-graphics

A short, design-led motion graphic where motion is the message — kinetic typography, stat count-up, chart/data-viz hit, logo sting / brand lockup, lower-third / callout / social overlay, animated map (highlight regions, connect places, zoom to a location), animated tweet / news-article / headline, webpage / UI…

heygen-com/hyperframes · 139 tokens