UI/UX, 로고, 슬라이드, 이미지 생성 (7.4천건)
Use when designing account-expansion mechanics — upsell vs cross-sell, expansion-trigger signals, NRR cognition. Triggers on 'lift NRR', 'when do we upsell vs cross-sell'.
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Frontend design heuristics and the loop applying them: existing-ui-audit, brief, inventory, build, review. Use when building or changing any UI, not only when planning one.
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Write and maintain DESIGN.md + PRODUCT.md — captures visual decisions and interaction patterns so design tasks stay consistent across sessions without re-scanning past work.
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Grounded design brief from the corpus — style, WCAG color tokens, typography, layout, anti-patterns. Use on ui-design-brief or any which-style/palette/font/chart call; feeds fe-design.
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Use when designing or reviewing a form — validation timing, error display, submission lifecycle, optimistic UI, dirty/pristine state, idempotency — even on 'why does submit double-fire?'.
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Use when mapping funnel-stage to content shape — conversion-pathway, content-as-system, leverage-point selection. Triggers on 'design our content funnel', 'why does mid-funnel leak'.
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Static visual art — posters, marketing visuals, brand assets, PDF/PNG pieces — on 'design a poster' or 'mach uns ein Visual'.
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Use when designing churn defence — health-score signals, churn-cause split (involuntary / value / relationship / fit), early-warning loop. Triggers on 'why are accounts leaving'.
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Use when designing levels, comp bands, equity-vs-cash, geo adjustments, or raise vs promotion vs market correction. Triggers on 'set our comp bands', 'is this raise market'.
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Turn a confirmed brand identity into a DTCG tokens.json source of truth — emit CSS vars + Tailwind via design-tokens, export locked brand deck templates.
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Use when the project's frontend stack is Blade — dispatched by `directives/ui/{apply,review,polish}.ts`. Covers views, components, partials, layouts, and view logic.
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Grounded brand decisions from a curated corpus — archetype, voice, naming, colour psychology, logo-style fit, messaging frameworks, archetype→type mapping. Use to ground brand strategy and identity.
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Use when defining or auditing the activation event — aha-moment selection, retention correlation, falsifiable definition. Triggers on 'what is our aha moment', 'redefine activation'.
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Use when designing APIs, planning endpoints, REST conventions, versioning, or deprecation — even when the user just says 'expose this as an endpoint' without naming API design.
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Search and preview Irasutoya illustrations with the installed `irasutoya` command-line tool. Use this skill whenever the user wants to find, recommend, preview, randomly pull up, or get the page/image URL of an Irasutoya (いらすとや) image — from a topic, scene, Korean/Japanese/English phrase, visual description, emotion, character, object, or action — even if they don't say "Irasutoya" by name but clearly want a free, cute illustration for a slide, 발표자료, blog, doc, or chat. Also use it to optimize vague requests into fast Japanese keyword candidates and to return page/image URLs. Do NOT use it to generate brand-new AI art (e.g. DALL·E, Midjourney), draw charts or diagrams, design logos or icons, cut out/edit existing images, or recommend other stock-image sites — it only searches Irasutoya's existing catalog.
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Single owner of everything under docs/architecture/ — ADRs, architecture and design documents, and architecture diagrams. Routes each deliverable to the right engine: /mermaid-architecture for Markdown-native diagrams, /drawio-architecture for editable .drawio diagrams, and the optional archify skill for interactive standalone HTML diagrams (used only when already installed in the environment; never installed at runtime). Use whenever architecture documentation, ADRs, or architecture diagrams must be created or updated.
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Use when auditing UI code for interface-guideline compliance (accessibility, forms, animation, images, performance, UX copy) and/or validating a deployed page against Lighthouse 95+ targets. Produces evidence-based findings (file:line + Lighthouse JSON) and turns confirmed pendencies into Draft SPECs via write-specs. Do NOT use to design/build UI from scratch (use design) or to fix findings inline — fixes go through the SPEC pipeline.
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Use when designing, redesigning, or improving a frontend interface in Angular, React, or Blazor. Use for landing pages, dashboards, components, forms, and responsive layouts that must work mobile-first and then scale to desktop.
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Design leakage-safe machine learning experiments that mirror real deployment and support fair model comparisons. Use when defining prediction timing, feature eligibility, train-validation-test splits, baselines, metrics, or controlled model iterations; not for auditing whether raw labels are trustworthy.
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Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing or reviewing multi-agent systems built on ADK. Authoritative source: adk.dev.
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Continuously detect recurring UI/UX concepts during frontend discussions, track conversation-wide recurrence, and register repeated concepts as structured knowledge assets in a Notion database via MCP. Activates when UI/UX principles, heuristics, laws, or design patterns recur during frontend work, or on manual @ux commands (@ux save, @ux skip, @ux link).
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Research and compare how competing products implement a similar feature at the UX and interaction level. Provides structured comparison tables and strategic differentiation recommendations.
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设计实现：把 DESIGN.md 转成代码，只改样式不改逻辑；CSS 优先、Token 驱动、反 AI 模板、原子提交，以真实截图和 CSS 断言验证。 触发方式：用户说"实现设计"、"forge-design-impl"、设计文档确认后需要写代码时。
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全栈设计规划：分级门控管理 DESIGN.md 与 DESIGN-CHANGELOG，内置可检索设计规则库（UX 规则/配色/字体），三层 Token、forge-design-lab 工作台门禁（布局/比例/密度在真 token 骨架上定，Image 2 退为气质稿）、反 AI 模板检测。 触发方式：用户说"设计"、"forge-design"、"先看效果图"，或 forge-dev 调度、需要创建/更新设计文档时。
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