Inconsistent datasets and incompatible models can weaken a trained style while still consuming Creative Units. This skill guides curation, training choices, weight tuning, and contribution checks before generation.

Generated pixel art can have blurred edges, inconsistent palettes, and mismatched animation frames. This skill guides Layer workflows using explicit grids, approved references, and sprite sheet tools.

Vague visual briefs lead to inconsistent assets and repeated generation costs. This skill guides style decisions, moodboard comparisons, palette constraints, and storyboard planning before production.

Unspecified topology, materials, and reference inputs can lead to unsuitable meshes and extra paid runs. This skill guides staged Layer workflows with model-specific settings and price checks.

Creative teams need to coordinate models, reference files, and costs across asset generation tasks. This skill guides Layer MCP requests from workspace selection to completed assets and style warnings.

AI 이미지 생성기는 이미지마다 캐릭터의 얼굴, 색상, 의상, 비율을 다르게 표현하는 경우가 많습니다. 이 스킬은 더욱 일관된 결과를 얻을 수 있도록 레퍼런스 시트, 설명 앵커, 팔레트, LoRA 워크플로를 제공합니다.

시각 파일에는 오류, 레이아웃 문제, 중요한 텍스트가 숨어 있을 수 있습니다. 이 스킬은 Claude, Codex 또는 Claude Code가 스크린샷, 다이어그램, 목업을 간결한 관찰 내용으로 검사하도록 돕습니다.

装修五金种类多，错误选择可能导致返味、漏水或返工。该技能结合户型、预算和使用需求，提供具体选购与安装建议。

装修选择复杂，错误布局和材料决定会增加返工成本。本技能结合256篇中文参考资料，提供针对户型、预算和生活需求的建议。

Renovation buyers must compare unfamiliar materials, installation requirements, and confusing supplier claims. This skill organizes Chinese renovation references into material comparisons, purchasing questions, and practical checklists.

暗厨、暗卫和小户型常因采光不足而难以规划。此技能结合173篇案例，给出布局、材质、配色、灯光和安全核验建议。

装修风格容易脱离户型、预算和生活需求。此技能结合 120 篇资料，提供配色、材料、软装和预算建议。

阳台改造容易在封窗、防水、排水和收纳上留下隐患。本技能结合户型、预算和生活需求，提供清晰的避坑方案。

Poorly planned entryways and study areas can waste storage, block daylight, and restrict movement. This skill uses renovation references to suggest layouts suited to your space, household, and budget.

小户型装修容易因布局、收纳和拆改决策失误而浪费空间与预算。该技能结合 254 篇资料，提供针对性方案、风险提示和执行清单。

卧室装修容易因布局、收纳、照明和材料选择不当而返工。此技能结合户型、预算与家庭需求，提供分步骤的避坑建议。

卫生间布局、防水、排水和设备尺寸错误容易造成返工与长期使用问题。本技能根据户型、预算和家庭需求整理设计、选材与验收建议。

飘窗和窗户改造涉及收纳、采光、防水与结构安全，方案选择容易冲突。此技能结合户型、预算和使用需求，给出分步建议与检查清单。

Branding WunderUI requires consistent colour tokens and readable light and dark states. This skill generates brand CSS and reports contrast checks from one hexadecimal colour.

Interface layouts can lose clarity or clip content when resized, translated, or mirrored. This skill guides focused fixes for grouping, alignment, spacing, and responsive structure.