Design & 3D modeling

Use when starting any design task — resolves register, sets the 3 dials, locks Gate 0, and routes to the right move and target skill.

Replicate the visual style of any website and apply it to your existing codebase. Use this skill whenever the user wants to match a site's design, mirror a UI aesthetic, make their app look like another site, or replicate a specific visual style from a URL. Trigger on phrases like 'make it look like', 'match the design of', 'copy the style from', 'I want my app to look like X', 'mirror this design', 'inspired by [url]', or any time the user points at a website and says they want their frontend to match it.

Use when adding or reviewing motion on an already-settled layout or component — never to hide or compensate for an unfinished one.

Free MCP server for native Blender 5.2 modeling, rendering and verification.

Use when a UI screen, page or component is about to be called done, handed off or shipped, or when generated UI looks generic or half-finished. Gates the rendered result, not the design file - finds controls that do nothing, placeholder copy, removed focus rings, missing loading/empty/error states, low contrast, small targets, hidden focus and broken reflow measured in the real browser, and flags template defaults without blocking on taste.

Use when a UI screen, page or component is about to be called done, handed off or shipped, or when generated UI looks generic or half-finished. Gates the rendered result, not the design file - finds controls that do nothing, placeholder copy, removed focus rings, missing loading/empty/error states, low contrast, small targets, hidden focus and broken reflow measured in the real browser, and flags template defaults without blocking on taste.

Use when a design deliverable is about to be reported done — the final quality gate after design-motion or a mobile mockup.

Write precise Markdown design specs: requirements, tokens, states, a11y, responsive. Use to make agents understand design exactly.

Generate a design system from an existing codebase or audit one for visual consistency: extract tokens (colors, typography, spacing, shadows) into design-tokens.json and CSS custom properties with DESIGN.md rationale and an interactive HTML preview, score the UI across 10 dimensions, and flag AI-slop patterns. Use when starting a design system, auditing visual consistency before a redesign, or reviewing a PR that touches styling.

Use this skill to generate or audit design systems, check visual consistency, and review PRs involving styling.

アクセシビリティ、レスポンシブネス、テーマ設定、コンポーネント群、トークンを備えた本番環境対応デザインシステムの構築。Figma、Storybook、コンポーネントライブラリ統合。

Use when starting any design task, before choosing or auditing a color/type/spacing token or writing design-system.md — routing step 1.

Use when setting up brand settings before the first markdown-to-HTML conversion, or changing them. Runs a 10-question onboarding with onboard.py (colors, fonts, style, TOC) and refuses palettes that fail WCAG AA via brand_palette_validator.py.

Generate a design system from an existing codebase or audit one for visual consistency: extract tokens (colors, typography, spacing, shadows) into design-tokens.json and CSS custom properties with DESIGN.md rationale and an interactive HTML preview, score the UI across 10 dimensions, and flag AI-slop patterns. Use when starting a design system, auditing visual consistency before a redesign, or reviewing a PR that touches styling.

Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products.

Applies intentional art direction, anti-template visual concepts, curated typographic pairings, and domain-specific color palettes to web interfaces. Use when moving beyond generic AI-generated layouts into distinctive brand experiences.

Pixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual fidelity. Features robust error handling, checkpoint recovery, and streamlined execution via helper script.

Use when building or revising a marketing/landing/campaign page, register `brand` locked at Gate 0 — use design-webapp for app screens instead.

Use when building or extending a dashboard, SaaS screen, or any authenticated app surface — use design-web instead for a marketing site.

Un-flatten any flat AI design into editable layers, reproduce it bit-perfect, from your agent.

Validate AI-built front-ends against Figma by tokens and geometry, not pixels.

Measure any site's design system, score how generic a page looks, check UI against your brand.

On-brand image generation (product shots, app icons, OG cards, sprites) for AI coding agents.

Agent-design pattern guidance via 5 hosted read-only tools; Streamable HTTP, no auth, one Release.

BrandPilot brands and design systems for coding agents: tokens, design context, repo rules.

MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.

Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.

Visualize workflows, architecture and business processes as Mermaid/C4/PlantUML with validation. Use for any diagram.

Create polished, accessible, self-contained HTML/SVG diagrams for architecture, deployment, dependency graphs, workflows, data flows, Sankey flows, sequences, state machines and lifecycle maps, ER and database schemas, UML class, timelines, swimlanes, user journeys, story maps, kanban, Wardley maps, fishbone, charts (bar, waterfall, line, heatmap, treemap, scatter, polar), security views, and other editorial visual types. Redraw Mermaid, draw.io, and Excalidraw sources into a fresh layout, apply optional brand tokens or saved client profiles, add accessible explanatory motion, and verify geometry, accessibility, motion, and single-file safety. Use when the output should be an editable HTML/SVG artifact rather than an ASCII sketch, generated raster image, or editable whiteboard canvas.

Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, system architecture, state machine, data pipeline, or any node-and-edge technical visual they want as an SVG for docs, READMEs, posts, or slides.

Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.

Scaffold a directions lab that shows shipped UI (Today) beside 2-3 design directions, with surface tabs, theme and animation toggles and the V1 MVP hover motion, registered in design-proposals Storybook. Use for a directions page or lab, or to explore design directions next to production.

After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.

After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.

Optional: explore implementation options for a subtask with superpowers brainstorming, when the design has several viable approaches, touches a core algorithm or API contract, or is expensive to get wrong.

Text-to-speech: browse voices and synthesize natural speech from text with ditto.audio.

Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing. Use when adding background jobs, scheduled tasks, or async processing to a Django app.

Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing. Use when adding background jobs, scheduled tasks, or async processing to a Django app.

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps. Use when building or reviewing Django apps, DRF APIs, ORM queries, or caching.

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps. Use when building or reviewing Django apps, DRF APIs, ORM queries, or caching.

Take, frame and file a documentation screenshot, then put it in front of the user on a contact sheet and ask for a verdict. TRIGGER when: the user asks to take, re-shoot, recapture, replace or border a screenshot in a project's docs; a capture script under docs/screenshots/capture/ is about to run or be written; a user-supplied image is being filed into the docs; any turn changes an image file and has to report it; or screenshot-relevance permits a capture. DO NOT TRIGGER when: the question is only whether the existing screenshots are stale or missing — that is `screenshot-relevance`, which hands its captures here.

Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

Strips layout noise via DOM AST; with a query, BM25 filters to relevant sections. No model or API.

Review the C#/.NET code for design pattern implementation and suggest improvements.

draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.

Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses. Use when building a task-local harness, adding eval gates, or extracting a reusable skill from ad-hoc work.

KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.