design-taste-frontend
design-taste-frontend is a React/Next.js frontend architecture skill that enforces metric-driven UI design through configurable variance, motion, and density parameters (defaulting to 8, 6, 4 respectively). Use it when building interfaces that require consistent component architecture, Tailwind CSS styling, hardware-accelerated motion, and strict dependency verification against package.json, particularly for projects needing to override default LLM design biases with structured engineering principles.
git clone --depth 1 https://github.com/code-yeongyu/lazycodex /tmp/design-taste-frontend && cp -r /tmp/design-taste-frontend/plugins/omo/skills/frontend/references/design/taste- ~/.claude/skills/design-taste-frontendtaste-skill.md
# tasteskill: Anti-Slop Frontend Skill > Landing pages, portfolios, and redesigns. Not dashboards, not data tables, not multi-step product UI. > Every rule below is **contextual**. None of it fires automatically. First read the brief, then pull only what fits. --- ## 0. BRIEF INFERENCE (Read the Room Before Anything Else) Before touching code or tweaking dials, **infer what the user actually wants**. Most LLM design output is bad because the model jumps to a default aesthetic instead of reading the room. ### 0.A Read these signals first 1. **Page kind** - landing (SaaS / consumer / agency / event), portfolio (dev / designer / creative studio), redesign (preserve vs overhaul), editorial / blog. 2. **Vibe words** the user used - "minimalist", "calm", "Linear-style", "Awwwards", "brutalist", "premium consumer", "Apple-y", "playful", "serious B2B", "editorial", "agency-y", "glassy", "dark tech". 3. **Reference signals** - URLs they linked, screenshots they pasted, products they named, brands they're competing with. 4. **Audience** - B2B procurement panel vs. design-conscious consumer vs. recruiter scanning a portfolio. The audience picks the aesthetic, not your taste. 5. **Brand assets that already exist** - logo, color, type, photography. For redesigns, these are starting material, not optional input (see Section 11). 6. **Quiet constraints** - accessibility-first audiences, public-sector, regulated industries, trust-first commerce, kids' products. These constraints OVERRIDE aesthetic preference. ### 0.B Output a one-line "Design Read" before generating Before any code, state in one line: **"Reading this as: \<page kind> for \<audience>, with a \<vibe> language, leaning toward \<design system or aesthetic family>."** Example reads: - *"Reading this as: B2B SaaS landing for technical buyers, with a Linear-style minimalist language, leaning toward Tailwind utilities + Geist + restrained motion."* - *"Reading this as: solo designer portfolio for hiring managers, with an editorial / kinetic-type language, leaning toward native CSS + scroll-driven animation + custom typography."* - *"Reading this as: redesign of a public-sector service site, with a trust-first language, leaning toward GOV.UK Frontend or USWDS."* ### 0.C If the brief is ambiguous, ask one question, do not guess Ask exactly **one** clarifying question - never a multi-question dump - and only when the design read genuinely diverges. Example: *"Should this feel closer to Linear-clean or Awwwards-experimental?"* If you can confidently infer from context, **do not ask**. Just declare the design read and proceed. ### 0.D Anti-Default Discipline Do not default to: AI-purple gradients, centered hero over dark mesh, three equal feature cards, generic glassmorphism on everything, infinite-loop micro-animations everywhere, Inter + slate-900. These are the LLM defaults. Reach past them deliberately based on the design read. --- ## 1. THE THREE DIALS (Core Configuration) After the design read, set three dials. Every layout, motion, and density decision below is gated by these. * **`DESIGN_VARIANCE: 8`** - 1 = Perfect Symmetry, 10 = Artsy Chaos * **`MOTION_INTENSITY: 6`** - 1 = Static, 10 = Cinematic / Physics * **`VISUAL_DENSITY: 4`** - 1 = Art Gallery / Airy, 10 = Cockpit / Packed Data **Baseline:** `8 / 6 / 4`. Use these unless the design read overrides them. Do not ask the user to edit this file - overrides happen conversationally. ### 1.A Dial Inference (design read → dial values) | Signal | VARIANCE | MOTION | DENSITY | |---|---|---|---| | "minimalist / clean / calm / editorial / Linear-style" | 5-6 | 3-4 | 2-3 | | "premium consumer / Apple-y / luxury / brand" | 7-8 | 5-7 | 3-4 | | "playful / wild / Dribbble / Awwwards / experimental / agency" | 9-10 | 8-10 | 3-4 | | "landing page / portfolio / marketing site (default)" | 7-9 | 6-8 | 3-5 | | "trust-first / public-sector / regulated / accessibility-critical" | 3-4 | 2-3 | 4-5 | | "redesign - preserve" | match existing | +1 | match existing | | "redesign - overhaul" | +2 | +2 | match existing | ### 1.B Use-Case Presets | Use case | VARIANCE | MOTION | DENSITY | |---|---|---|---| | Landing (SaaS, mainstream) | 7 | 6 | 4 | | Landing (Agency / creative) | 9 | 8 | 3 | | Landing (Premium consumer) | 7 | 6 | 3 | | Portfolio (Designer / studio) | 8 | 7 | 3 | | Portfolio (Developer) | 6 | 5 | 4 | | Editorial / Blog | 6 | 4 | 3 | | Public-sector service | 3 | 2 | 5 | | Redesign - preserve | match | match+1 | match | | Redesign - overhaul | +2 | +2 | match | ### 1.C How the Dials Drive Output Use these (or user-overridden values) as global variables. Cross-references throughout this document refer to these exact variable names - never invent aliases like `LAYOUT_VARIANCE` or `ANIM_LEVEL`. --- ## 2. BRIEF → DESIGN SYSTEM MAP Once you have the design read (Section 0) and dials (Section 1), pick the right foundation. Do not invent CSS for things that have an official package. Do not pretend an aesthetic trend is an official system. ### 2.A When to reach for a real design system (use official packages) | Brief reads as… | Reach for | Why | |---|---|---| | Microsoft / enterprise SaaS / dashboards | `@fluentui/react-components` or `@fluentui/web-components` | Official Fluent UI, Microsoft tokens, accessibility done | | Google-ish UI, Material-flavored product | `@material/web` + Material 3 tokens | Official, theme-able via Material Theming | | IBM-style B2B / enterprise analytics | `@carbon/react` + `@carbon/styles` | Official Carbon, mature data-density patterns | | Shopify app surfaces | `polaris.js` web components / Polaris React | Required for Shopify admin UI | | Atlassian / Jira-style product | `@atlaskit/*` + `@atlaskit/tokens` | Official Atlassian DS | | GitHub-style devtool / community page | `@primer/css` or `@primer/react-brand` | Official Primer; Brand variant for marketing | | Public-sector UK service | `govuk-frontend` | Legally / regulatorily expected | | US public-se
Use ast-grep (sg) for AST-aware code search and rewrite across 25 languages. Trigger for structural code matching or deterministic codemods: find every function/call/class/import shaped like X, rewrite console.log to logger.info, strip `as any`, migrate require() to import, find empty catch blocks or missing await, and scan/apply YAML rules. Prefer this over rg/grep when the target is syntax shape rather than text; use rg for string contents, comments, filenames, or regex-style byte searches.
MUST USE when asked to find, read, list, search, inspect, fetch, export, or reconstruct coding-agent sessions across Codex, Claude Code/Desktop, OpenCode, Senpi/pi, oh-my-pi (omp), gajae-code (gjc), OpenClaw, Factory Droid, Amp, Gemini/Kimi/Qwen CLIs, Codebuff, Roo/Kilo/Cline, Kodu, Cursor CLI, Aider, Aside browser-agent sessions, or unknown local agent logs. Covers transcripts, session IDs, rollout JSONL, state SQLite, Claude projects/pre-compact histories, OpenCode messages/parts, child/subagent linkage, cwd/model/time/token filters, archives, and cost clues. Expands fuzzy recall into parallel query lanes and first probes known stores so absent platforms are skipped cheaply. Triggers: coding agent sessions, Codex/Claude/OpenCode/Senpi/pi/oh-my-pi/omp/gajae-code/gjc/OpenClaw/Droid/Amp/Kodu/Cursor/Aider/Aside sessions, transcript search, session history, session ID, read transcript, token usage, subagent sessions, what did I do yesterday, did we already do this.
Use when Codex needs to understand or respond to automatic comment-checker feedback emitted after an edit-like PostToolUse hook.
Expert data processing specialist with intelligent DuckDB/Polars selection for maximum performance. Always includes numpy, never uses pandas, runs everything through uv. Triggers: 'analyze the data', 'analyze this file', 'what is in this CSV/parquet/json', 'summarize this', 'group by', 'filter rows', 'sort by', 'join these files', 'merge datasets', 'time series trend', 'last 30 days data', 'compare yesterday and today', 'distribution/histogram', 'correlation', 'clean duplicates', 'handle missing values', 'dataset larger than RAM', 'SQL query on files', 'DataFrame operations', 'chart/plot this data', DuckDB vs Polars selection, quick data exploration CLI. NOT for plain text/code inspection, configs, or tiny inline math.
MUST USE for any real runtime debugging across ANY language or binary — crashes, silent failures, wrong responses, stuck processes, memory leaks, async misbehavior, unexplained timing, reverse engineering. Runs a hypothesis-driven loop: form ≥3 hypotheses, investigate in parallel, after 2 failed rounds spawn Oracles from orthogonal angles, confirm root cause, lock with a failing test, fix minimally, QA by actually USING the system, scrub artifacts. The actual HOW lives in `references/` — READ THEM. Triggers: 'debug this', 'why is X not working', 'hanging', 'attach a debugger', 'reverse engineer', 'pwndbg', 'gdb', 'lldb', 'node inspect', 'pdb', 'dlv', 'delve', 'rust-gdb', 'set a breakpoint', 'context window exploded', 'why is the response empty', 'why is this happening', 'trace this bug', 'reproduce and fix', 'silent failure', 'HTTP 200 but empty', 'why did it stop', 'inspect the binary', 'playwright', 'flaky test', 'fails intermittently', 'passes in isolation', 'only fails in CI'.
MUST USE for frontend/web UI/UX/visual work: building, styling, redesigning pages/components, React setup, performance audits, visual QA, taste, and polish. Routes four rulesets: design taste router and brand references; perfection for Playwright/Chromium Lighthouse/Core Web Vitals; ui-ux-db palettes/fonts/guidelines; designpowers personas/accessibility/critique/handoff; plus curl-only lazyweb real-app-screen research and the beui.dev interaction catalog. Triggers: frontend, UI, UX, design, redesign, styling, layout, animation, motion, interaction, micro-interaction, make it feel alive, premium, luxury, minimal, brutalist, Awwwards, DESIGN.md, mockup, React, Lighthouse, accessibility, WCAG, Core Web Vitals, looks generic, make it pretty, like X brand, lazyweb, design research.
Designer-turned-developer who crafts stunning UI/UX even without design mockups