Futures
Access hundreds of perpetual contracts
CFD
Gold
One platform for global traditional assets
Options
Hot
Trade European-style vanilla options
Unified Account
Maximize your capital efficiency
Demo Trading
Introduction to Futures Trading
Learn the basics of futures trading
Futures Events
Join events to earn rewards
Demo Trading
Use virtual funds to practice risk-free trading
CFD
U.S. stock CFD derivatives
US Stocks
Access real US stocks and ETFs
HK Stocks
Trade quality Hong Kong-listed stocks
Stock Futures
High leverage, 24/7 trading
Tokenized Stocks
Backed by real stock assets
IPO Access
Unlock full access to global stock IPOs
GUSD
Mint GUSD for Treasury RWA yields
Stocks Activities
Trade Popular Stocks and Unlock Generous Airdrops
Launch
CandyDrop
Collect candies to earn airdrops
Launchpool
Quick staking, earn potential new tokens
HODLer Airdrop
Hold GT and get massive airdrops for free
IPO Access
Unlock full access to global stock IPOs
Alpha Points
Trade on-chain assets and earn airdrops
Futures Points
Earn futures points and claim airdrop rewards
Promotions
AI
Gate AI
Your all-in-one conversational AI partner
Gate AI Bot
Use Gate AI directly in your social App
GateClaw
Gate Blue Lobster, ready to go
Gate for AI Agent
AI infrastructure, Gate MCP, Skills, and CLI
Gate Skills Hub
10K+ Skills
From office tasks to trading, the all-in-one skill hub makes AI even more useful.
Claude Design Major Overhaul: Import Design System, Bidirectional Integration with Code, Easing Token Consumption Nightmare
Anthropic announced a major overhaul of Claude Design on Wednesday, with key highlights including support for importing design systems from GitHub repositories, bidirectional integration with Claude Code, and solutions to the rapid token consumption issue that plagued early deployment.
(Background recap: Anthropic launches visual design tool "Claude Design"! Create presentations, proposals, and app prototypes in one sentence)
(Additional context: Anthropic research shows that domain expertise influences Claude Code generation more than programming ability)
Table of Contents
Toggle
Visual design tool Claude Design was quietly launched in April this year as a "research preview," attracting over 1 million users in its first week, but it also immediately revealed a critical problem: extremely high token consumption.
PCWorld reviewers used only about 25 minutes to generate three variations of web prototypes, burning through 80% of the weekly quota for Claude Pro. Now, with the major update launched on Wednesday, Anthropic aims to fundamentally solve the token consumption issue and, more importantly, elevate Claude Design from a flashy demo to a strategic enterprise-level design compliance platform.
Import of Design Systems: From "Blank Canvas" to "Brand Compliance Engine"
The core update of this revision is not drag-and-drop editing or export extensions, but a redesigned design system import feature.
Users can now import one or multiple design systems from GitHub repositories, design files, or raw assets; after import, Claude will create based on these components and automatically compare and correct according to design system standards before output, even hiding the pre-correction version from the user.
For large organizations, the new admin role can approve a single standard system and lock editing permissions, ensuring every asset produced by Claude complies with corporate branding standards. This is a fundamental difference from the April version, where Claude Design was more like a blank canvas—what users prompted it to generate, reflecting Claude’s aesthetic judgment rather than brand standards.
For solo practitioners or startups, this may suffice, but for large enterprises with a 200-page brand manual, it’s simply unusable.
Bidirectional Integration of Claude Code: Ending the Gap Between Design and Development
The second major update is the bidirectional integration between Claude Design and Claude Code. Users can input the /design-sync command in Claude Code to import design systems from their local code repositories into Claude Design; after design is complete, one click transfers it to Claude Code for development, eliminating the need for screenshots or rebuilding.
Conversely, by entering the /design command in the Claude Code terminal, developers can directly create, edit, and synchronize design projects without leaving their workflow.
The handoff between design and engineering has been one of the most stubborn friction points in software development for decades. Tools like Figma’s Dev Mode and Zeplin attempt to bridge the gap by generating specifications and code snippets from design files, but the translation always involves loss, and prototypes and implementations tend to diverge, leading to repeated visual QA and "This isn’t the same as the mockup" conversations.
Anthropic’s bet is: if the same AI system handles both design and code, sharing the same component library, this gap will disappear.
Token Consumption Has a Solution, but the Economics of Generative Design Remain Tight
Token consumption has been a structural threat to Claude Design since its launch day. A $20/month Pro subscriber might burn through their entire weekly quota in a single 30-minute session, making the tool nearly unusable for individual users and small teams driving initial viral growth.
Anthropic’s response is twofold. First, Claude Design’s usage limits now share resources with conversations, Claude Cowork, and Claude Code, rather than deducting from a smaller, separate pool, giving most users a larger buffer.
Second, the company claims to have reduced the average token consumption per generation while maintaining output quality, with error rates significantly lowered. The new editor allows users to drag, adjust, and align individual elements directly, without consuming a new inference for every small tweak. Hundreds of stability fixes also reduce token waste caused by errors and re-generation.
However, the fundamental contradiction remains: generative design is inherently a token-intensive task. Each variation produced by Claude requires reasoning about layout, typography, colors, spacing, responsiveness, and content, then generating a complete, operational product—an entirely different workload from answering a dialogue question.
Anthropic’s efficiency improvements can delay the breaking point but cannot eliminate the fundamental economic challenge. For high-volume customers on Team and Enterprise plans, this may not be an issue; but for Pro subscribers, the bill remains tight.
9 Export Partners: Positioning Claude Design as a Creative Hub, Not an End Point
The third major update is the expansion of the export ecosystem. Claude Design can now export directly to Adobe, Base44, Canva, Gamma, Lovable, Miro, Replit, Vercel, and Wix, as well as PDF and PowerPoint.
Replit President Michele Catasta described the integration as "catching builders at the point of creative inception"; Canva’s Anwar Haneef described the process from Claude Design to Canva as "from draft to finished product, maintaining brand consistency and personalizing for the current scene"; Vercel’s Andrew Qu talked about "pushing concepts directly to Vercel for deployment."
In each case, Claude Design is the starting point, with partner tools responsible for polishing, collaboration, and deployment.