solution-architect

This skill is your architect and implementation guide for deploying Personize at scale — unified customer memory, shared AI governance, and personalized experiences across every channel.

Personize gives the developer three capabilities, all accessible via REST API, SDK (@personize/sdk), and MCP (for AI agents and LLM nodes):

| Capability | What It Does | Core SDK Methods |

Personize Solution Architect — plans, designs, and validates complete Personize integrations. Covers the full journey: discovery, schema design, memorization pipelines, governance setup, content generation with guardrails, system wiring, and integration review with a production-readiness checklist. Use this skill whenever a developer wants to plan a Personize integration, design their data schema, add personalization to their product, generate AI-powered content with guardrails, wire Personize into existing systems, or review an existing integration. Also trigger when they mention 'help me get started with Personize', 'how should I structure my data', 'personalization architecture', collections design, the integration checklist, or want an end-to-end implementation roadmap. This is the starting point for any new Personize project. Source: personizeai/personize-skills.