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.
npx skills add Oriolshhh/runware-image-mcp --skill frontend-design-directiongit clone --depth 1 https://github.com/Oriolshhh/runware-image-mcpWrote 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.
[](https://agentmods.dev/skills/oriolshhh/runware-image-mcp/frontend-design-direction)<a href="https://agentmods.dev/skills/oriolshhh/runware-image-mcp/frontend-design-direction"><img src="https://agentmods.dev/badge/skills/oriolshhh/runware-image-mcp/frontend-design-direction/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.
<a href="https://agentmods.dev/skills/oriolshhh/runware-image-mcp/frontend-design-direction"><img src="https://agentmods.dev/badge/skills/oriolshhh/runware-image-mcp/frontend-design-direction.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00021 | $0.00523 |
| Opus 5 | $0.00010 | $0.00262 |
| Sonnet 5 | $0.00004 | $0.00105 |
| Haiku 4.5 | $0.00002 | $0.00052 |
Grade A, and why
frontend-design-direction 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 7d 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.
How it starts
The opening of the file, as written. The whole thing — 50 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Frontend Design Direction
Purpose
Translate product intent and repository evidence into a coherent visual brief an implementer can follow without inventing taste mid-diff.
When to use it
- Before building a new user-facing surface or materially changing visual language.
Instructions
- State the target users, their primary task, the surface, constraints, and the requested degree of change. Ask only questions that alter the direction.
- Audit existing brand assets, tokens, components, typography, icons, content, and nearby screens. Label what must be preserved.
- If one aesthetic pack is enabled, read it as the primary voice. Do not blend conflicting primary packs; explain which one controls.
- Propose one direction, or two only when a real unresolved tradeoff exists.
- Define: design principles; information hierarchy; color roles; typography roles; spacing/density; radius/elevation; imagery/iconography; and motion tone.
- Sketch key layouts and responsive transitions using compact prose or ASCII.
- Name one signature element and justify it from the product—not fashion.
- List anti-goals and exact elements of the existing system to reuse.
- Review the direction for generic AI defaults, inconsistent personality, content mismatch, accessibility risk, and implementation cost.
Output format
A compact frontend brief: user/job, evidence, preservation constraints, chosen direction, tokens, type roles, layout, responsive behavior, states, signature, anti-goals, reused primitives, risks, and approval needs.
Anti-patterns
- Designing from an aesthetic adjective without product evidence.
- Replacing the local design system or brand by default.
- Presenting many moodboards to avoid making a recommendation.
- Treating a gradient, oversized heading, card grid, or animation as a concept.
Verification checklist
- Every major visual choice traces to the brief, content, brand, or repository.
- The direction covers mobile and desktop, real content, operational states, and accessibility constraints before implementation begins.
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.
- 7d ago First seen · 50 lines · 21 tokens per session scan A 050b183d1b37
frontend-design-direction is a skill published in the GitHub repository Oriolshhh/runware-image-mcp (0 stars, last pushed 2mo ago), licensed MIT. It adds 21 tokens to every session and 523 once invoked, about $0.0001 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 2026-09-03.
Other skills, from other repositories
chakra-ui-builder
Build responsive, accessible UI components and layouts using Chakra UI v3, install or configure Chakra UI in new and existing projects, and design scalable themes using tokens, semantic tokens, recipes, and slot recipes. Use this skill whenever a user asks to build, create, or generate any UI component, page, form…
visual-ralph
Visual Ralph orchestration for frontend UI from generated references, static references, or live URL targets, using $ralph with built-in visual verdict and pixel-diff evidence until the implementation matches and leaves a reproducible design system.
frontend-ui-dark-ts
Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces with a refined dark aesthetic.
reveal-hover-effect
Build cursor-following spotlight reveals that expose a second aligned image through a soft radial mask. Use for hover-to-color, before-and-after, x-ray, material, texture, product-detail, and illustrated hero effects where a desaturated or embossed base image should remain visible while another treatment follows an…
frontend-visual-qa
Audits already-rendered web, landing-page, HTML deck/slide, browser tool/game, dashboard/admin, design-system, and desktop UIs using real-browser or native-app journeys, inspected screenshots, DOM geometry, responsive or projection viewports, and a bundled Playwright sweep. Use after UI implementation to find…
prototype-web
A clickable, high-fidelity web product prototype with navigation, a hero section, feature cards, steps, social proof, and optional pricing. It is designed to resemble a finished landing page while remaining a prototype.