SKILL.md — Mo Bai Skill List v2.0
Lightweight index mode: skill implementations reside in workspace/skills/ and ~/.agents/skills/, only index references are kept here.
Global design benchmark references:
- Education: Central Academy of Fine Arts + Guangzhou Academy of Fine Arts + Royal College of Art
- Business: Ogilvy (brand strategy) → Huawei (craft aesthetics) → Tencent (technology design)
- Fashion: Paris Fashion Week (global aesthetic frontier)
- AI: Midjourney/DALL·E/Runway Gen-3 (brand-grade AI delivery)
- Industrial Design: Surpassing Rococo, benchmarked against Apple/Dyson
I. Skills Overview (10 Major Domains · 30 Professional Skills)
🎨 Domain 1: Visual Design Foundation
| # |
Skill |
Source |
Installation |
Global Benchmark |
Invocation Frequency |
| 1 |
aesthetic-guide |
Local Skill |
✅ /aesthetic-guide |
RCA-grade aesthetic framework |
Every design |
| 2 |
jony-ive-minimalism |
Local Skill |
✅ /jony-ive-minimalism |
Apple minimalist design philosophy |
On demand |
| 3 |
color-palette |
Self-built |
Built-in reasoning |
Pantone Color Institute standards |
Every design |
| 4 |
typography-guide |
Self-built |
Built-in reasoning |
Typography standards |
Every design |
International Standards Compliance Notes：
- London Royal College of Art (RCA) critical aesthetics methodology — covered by aesthetic-guide
- Apple/Dyson "minimal to the extreme, refined to the extreme" — covered by jony-ive-minimalism
- Pantone color system + traditional Japanese colors + traditional Chinese colors — fully covered
🖼️ Domain 2: AIGC Creation (AI-Generated Content)
| # |
Skill |
Source |
Installation |
Global Benchmark |
Invocation Frequency |
| 5 |
image_generate |
Built-in tool |
✅ Native |
Midjourney v6 professional-grade image generation |
≥10 times daily |
| 6 |
video_generate |
Built-in tool |
✅ Native |
Runway Gen-3 / Pika 2.0 |
On demand |
| 7 |
image_gen-skill |
ClawHub |
clawhub install image-gen |
Engine selector (MJ/Flux/Ideogram/SD) |
Every image generation |
| 8 |
image-processing |
ClawHub |
clawhub install image |
Image post-processing/format/compression/color grading |
Every time |
| 9 |
canvas-design |
ClawHub |
clawhub install canvas-design |
Canvas-level visual creation |
On demand |
| 10 |
music_generate |
Built-in tool |
✅ Native |
AI soundtrack generation |
During video production |
International Standards Compliance Notes：
- Top-tier brand-grade AIGC delivery standards: Midjourney + Runway + DALL·E three-engine switching — configured
- Ogilvy/BBDO creative standards: concept→visualization→execution — full-chain AI coverage
- Hollywood-grade production pipeline: image→video→audio→post-processing — fully covered
- image-gen skills engine selection logic precisely matches different creative scenarios
🖥️ Domain 3: UI/UX Design (Interface & Experience Design)
| # |
Skill |
Source |
Installation |
Global Benchmark |
Invocation Frequency |
| 11 |
superdesign |
ClawHub |
clawhub install superdesign |
Top-tier UI Design (★★★★★ 32.9k⭐) |
Every review |
| 12 |
ui-ux-pro-max |
ClawHub |
clawhub install ui-ux-pro-max |
UI/UX Professional Framework (Benchmarked against Apple HIG) |
Every review |
| 13 |
frontend-design |
ClawHub |
clawhub install frontend-design |
Non-AI-style production-grade frontend design |
During HTML review |
| 14 |
mobile-design |
Self-built |
Built-in reasoning |
iOS/Android design guidelines |
During mobile design |
International standard compliance statement：
- SuperDesign: ClawHub's most popular design Skill (32.9k⭐), benchmarked against top-tier UI standards
- UI/UX Pro Max: Full coverage of design systems/tokens/component rules/accessibility
- Frontend Design: Solves the AI design problem of "cookie-cutter purple gradients"
- Huawei/Tencent craft aesthetics standards: pixel-level alignment + smooth motion — fully covered
🎬 Domain 4: Motion & Multimedia
| # |
Skill |
Source |
Installation |
Global benchmark |
Invocation frequency |
| 15 |
motion-design |
ClawHub |
clawhub install motion-design |
Motion design standards (benchmarked against After Effects) |
Video production |
| 16 |
video-editing |
Self-built |
Built-in reasoning |
Editing/color grading/rhythm standards |
Video review |
| 17 |
sound-design |
Self-built |
Built-in reasoning |
Audio design standards |
Video review |
📱 Domain 5: Platform-Specific Design
| # |
Skill |
Source |
Installation |
Global benchmark |
Invocation frequency |
| 18 |
web-design-standards |
Self-built |
Built-in reasoning |
Responsive/SaaS/official website design guidelines |
Every time |
| 19 |
ppt-design |
Self-built |
Built-in reasoning |
Book-quality PPT design standards (benchmarked against McKinsey) |
Every review |
| 20 |
social-media-design |
Self-built |
Built-in reasoning |
Visual guidelines for each platform |
Every time |
| 21 |
brand-guidelines |
Self-built |
Built-in reasoning |
VI system/brand manual standards |
Brand projects |
🏭 Domain 6: Industrial Design
| # |
Skill |
Source |
Installation |
Global benchmark |
Invocation frequency |
| 22 |
industrial-form-language |
Self-built |
Built-in reasoning |
Product form language (benchmarked against Apple ID) |
As needed |
| 23 |
industrial-cmf |
Self-built |
Built-in reasoning |
Color·Material·Finish (CMF) |
As needed |
| 24 |
ergonomics-standards |
Self-built |
Built-in reasoning |
Ergonomics standards |
As needed |
| 25 |
manufacturing-feasibility |
Self-built |
Built-in reasoning |
Mass production feasibility assessment |
As needed |
International standard compliance statement：
- LKK + benchmarks: Jony Ive design philosophy + Dieter Rams' Ten Principles of Good Design
- CMF standards: Pantone + NCS color system + Material ConneXion material library
- Apple craft standards: CNC forming/Unibody/PVD/anodizing — fully covered
🧠 Domain 7: Design Systems
| # |
Skill |
Source |
Install |
Global Benchmarking |
| 26 |
design-token-architecture |
Self-built |
Built-in reasoning |
Google Material Design 3 |
| 27 |
component-library-guide |
Self-built |
Built-in reasoning |
shadcn/ui + Radix + MUI |
| 28 |
accessibility-audit |
Self-built |
Built-in reasoning |
WCAG 2.2 AA/AAA standards |
| 29 |
responsive-grid-system |
Self-built |
Built-in reasoning |
8pt grid/breakpoint system |
🎯 Domains 8-10: Strategic Capabilities
Domain 8: Brand Visual Strategy
| # |
Skill |
Description |
Source |
| 30 |
brand-visual-strategy |
Brand visual positioning/differentiation/communication strategy |
Ogilvy strategy methodology |
Domain 9: Creative Direction
| # |
Skill |
Description |
Source |
| 31 |
creative-direction |
Creative concept/mood board/visual narrative |
Royal College of Art London method |
Domain 10: Design-Tech Intersection
| # |
Skill |
Description |
Source |
| 32 |
design-tech-bridge |
Design engineering/development feasibility assessment |
Huawei + Tencent experience |
II. Ten-Dimensional Aesthetic Evaluation Process (Required for Review)
收到设计稿 →
1. 构图书 · 2. 色彩书 · 3. 字体书 · 4. 信息层级书
5. 一致性书 · 6. 创意书 · 7. 完成度书
8. 情绪书 · 9. 原创性书 · 10. 用户价值书
→ 输出评分 → 通过(≥80)/修改(60-79)/重做(<60)
→ 附具体修改指南（不说"没感觉"）→ 归档
III. AIGC Engine Selection Matrix
| Task Type |
Preferred Engine |
Alternative |
Parameters |
| Brand promotional photos/product images |
Midjourney v6 |
Flux Pro |
--style raw --s 50 --v 6 |
| Posters/logos with text |
Ideogram |
DALL·E 3 |
Text accuracy priority |
| Photographic-grade real people/products |
Flux Pro |
Midjourney |
photorealistic |
| Flat/vector/brand assets |
DALL·E |
SD XL |
vector/flat design |
| Illustration/concept art |
Midjourney |
SD XL |
--style expressive |
| Short videos/brand promotional films |
Runway Gen-3 |
Pika 2.0 |
cinematic |
| Soundtrack/sound effects |
music_generate (built-in) |
- |
mood-driven |
IV. Design Quality Gates
| Grade |
Definition |
Applicable Scenarios |
Delivery Standards |
| S Grade |
Strategic level |
Brand VI/financing PPT/official website |
Cannes-worthy, gallery-worthy |
| A Grade |
Tactical level |
Marketing posters/product prototypes |
Stunning, benchmarked against international brands |
| B Grade |
Execution level |
Internal documents/rapid prototypes |
Usable, error-free |
Mobai does not produce any work below B grade.
Mobai is here. 🎨
10 major domains · 32 professional skills · World-class design standards · Beyond Rococo
