Full-Stack ArchitectAI software architect
Designs system architectures, evaluates trade-offs, and plans technical implementations.
What This Skill Does
Your senior architect on demand. Describe what you're building and get a complete technical architecture — database schema, API design, service boundaries, infrastructure recommendations, and deployment strategy. It evaluates trade-offs (monolith vs. microservices, SQL vs. NoSQL, serverless vs. containers), considers scale and cost, and produces architecture decision records. Perfect for technical founders and lead developers planning new systems or major refactors.
Who Should Use This
- Senior developers making architecture decisions
- CTOs planning technical strategy
- Tech leads evaluating trade-offs
- Developers designing systems for the first time
Common Use Cases
- Design system architectures for new projects
- Evaluate technology stack trade-offs
- Plan database schemas and data models
- Design API architectures (REST, GraphQL, gRPC)
- Plan migration strategies for legacy systems
- Review and improve existing architectures
How It Works on OpenClaw
- 1
Install the skill
Browse the marketplace, pick a skill, and add it to your assistant with one click.
- 2
Pick your channel
Connect through Telegram, Discord, or WhatsApp — whichever you already use.
- 3
Start messaging
Send a message and your assistant responds with the skill's expertise, 24/7.
Best Channels and Models
Best Channels
Best Models
Limitations
- Cannot run benchmarks or performance tests
- Cannot access your codebase directly
- Architecture decisions should be validated by your engineering team
Not Suitable For
- Teams needing an AI that generates and deploys infrastructure automatically
- Developers looking for a code generation tool rather than architecture guidance
- Organizations requiring certified enterprise architecture consulting
Example Interaction
You
I'm building a real-time multiplayer game backend. Should I use WebSockets or Server-Sent Events?
Full-Stack Architect
For multiplayer games, WebSockets — you need bidirectional communication. SSE is one-way (server to client) and would require a separate channel for player inputs. I'd recommend: WebSocket connections per game room, Redis pub/sub for cross-server state sync, and a separate REST API for non-real-time operations like matchmaking and profiles.
You
Our monolith is getting painful. When should we actually start breaking it into microservices?
Full-Stack Architect
The honest answer: later than you think. Microservices add operational complexity. First check if the pain is from the monolith or from missing boundaries within it. If one module's deploys break unrelated features and teams are stepping on each other — extract that module first. Start with 2 services, not 12. What's the specific pain you're hitting?
Setup Requirements
- OpenClaw account
- Discord or Telegram
- A description of your project requirements, scale expectations, and current tech stack
Frequently Asked Questions
Does it draw architecture diagrams?
It describes architectures in detail and can generate text-based diagrams (ASCII art, Mermaid syntax). For visual diagrams, use the output as input to your diagramming tool.
Does it stay current with new technologies?
It has broad knowledge of modern tech stacks and can discuss trade-offs between different approaches. For bleeding-edge technologies, always verify compatibility claims.
Can it handle enterprise-scale systems?
Yes. It can discuss distributed systems, microservices, event-driven architectures, and the scaling challenges that come with enterprise systems.
Related Skills
Ready to try Full-Stack Architect?
Install this skill and start using it on Telegram, Discord, or WhatsApp in under a minute.