Cute
Heart Balloon — Soft 3D
88Themed GiftHighSafe
Ready for gift catalog
Interactive workflow
Brief to archive, step by step
A structured AIGC workflow. Select any node to see what it does, what goes in, what comes out, and why it matters.
BriefStep 01 / 08
Purpose
Capture the creative request in a structured, consistent format.
Input
Business goal, theme, audience, platform, deadline.
Output
A structured brief with clear scope and constraints.
Why it matters
A structured brief prevents ambiguity from flowing downstream into generation.
Brief
Before / After
What changes when an ad-hoc creative process becomes a structured AI workflow.
Before
- Manual ideation
- Fragmented reference search
- Subjective review
- Low reusability
After
Reusable, evaluable, and traceable from brief to archive.
- Structured brief input
- Prompt-based generation
- Tagging and quality scoring
- Reusable asset archive
Demos
Prompt Builder, Quality Scoring & Asset Filter
Three interactive demos that show how I structure generation, evaluation, and asset management. Built on local logic — no real AI API in this version.
Step 1
Prompt Builder
Select inputs and watch a structured prompt assemble in real time. The same inputs also suggest tags and review criteria. Press Generate & score to push the result through scoring and into the asset library below.
Structured prompt
Create a soft 3d themed gift concept for a valentine campaign, featuring a heart balloon with a intimacy mood. Use a centered composition and glossy, toy-like material, no text.
Suggested tags
Soft 3DValentineIntimacyThemed Gift Concept
Suggested review criteria
- Aesthetic fit to the target style
- Style consistency across variations
- Production usability
- Business relevance to the campaign
Step 2
Quality Scoring Panel
A 5-dimension scoring model that reduces subjective review. Each dimension has a clear definition. Generate a result above to score it here.
Aesthetic Fit
0/20Whether the generated result matches the target visual style and quality expectations.
Style Consistency
0/20Whether the output stays consistent with the reference style across variations.
Production Usability
0/20Whether the asset is usable in production without heavy manual rework.
Platform Safety
0/20Whether the output avoids sensitive, misleading, copyrighted, or inappropriate elements.
Business Relevance
0/20Whether the asset serves the business goal and the target scenario.
Total score
0/100
A 5-dimension model keeps review objective and explainable across the team.
Step 3
Generated Asset Filter
Filter mock generated assets by style, risk, quality, and use case. The point is the system — generation, tagging, review, reuse — not the images.
Style
Risk
Quality
Use Case
9 assets / 9 total
Festival
Magic Box — Glossy
84Themed GiftHighSafe
Use for festival event
Luxury
Lucky Charm — Premium
72Campaign AssetMediumNeeds Review
Refine before campaign use
Cute
Cute Animal — Toy-like
86StickerHighSafe
Ready for sticker pack
Game-like
Game Crystal — Game-like
69IconMediumNeeds Review
Check icon legibility at small size
Flat
Confetti Burst — Flat
74Campaign AssetMediumSafe
Good for background element
Explore the systems, prototypes, and design foundations behind the work
Review the case studies, try the interactive workflow, or download the anonymized resume.