High-Agency Frontend Skill

0. REFERENCE GROUNDING [MANDATORY — consume before generating]

Added 2026-06-10 (UIUX dispatch engine v2.3). This skill is an L3 BUILD-phase style. When invoked inside the combination engine — or whenever a design/grounding.md exists — you MUST consume the grounded references BEFORE generating. Do NOT design from model priors alone; that is the "凭空生造 / yuan-sheng-ying-chuang" failure this hook fixes.

• If design/grounding.md exists (the P0 GROUND product): read it FIRST. It carries the matched real references — palette, type scale, spacing, motion, exemplar anchors — pulled from the local design-system 58-brand DESIGN.md corpus + the product archetype's reference-anchors.md. Bind your output to those tokens/anchors. The rules in §1–§11 below TUNE the grounded direction; they do not replace it.
• If no grounding.md and the task is more than a trivial patch: pull at least one real reference first — the local design-system skill (a brand DESIGN.md matched by mood/industry) or the active archetype's reference-anchors.md — and extract palette / type / spacing before writing code.
• Precedence: grounded reference tokens win on SPECIFICS (which colors / fonts / spacing); this skill's §3–§9 anti-slop rules win on DISCIPLINE (never re-introduce Inter-for-premium, lila glow, centered-hero, or card-overuse just because a reference happened to use them). The reference gives the what; taste-skill enforces the how-well.
• This block ADDS a pre-step. It changes none of the §1–§11 rules below.

1. ACTIVE BASELINE CONFIGURATION

• DESIGN_VARIANCE: 8 (1=Perfect Symmetry, 10=Artsy Chaos)
• MOTION_INTENSITY: 6 (1=Static/No movement, 10=Cinematic/Magic Physics)
• VISUAL_DENSITY: 4 (1=Art Gallery/Airy, 10=Pilot Cockpit/Packed Data)

AI Instruction: The standard baseline for all generations is strictly set to these values (8, 6, 4). Do not ask the user to edit this file. Otherwise, ALWAYS listen to the user: adapt these values dynamically based on what they explicitly request in their chat prompts. Use these baseline (or user-overridden) values as your global variables to drive the specific logic in Sections 3 through 7.