Does this skill help with legacy personalization migrations?

Yes, the skill includes a specific migration workflow to detect and create missing entities for services that were created before the RT 2.0 entity requirement.

Can I define different responses for different audience segments?

Absolutely. The skill supports multi-section configurations where you can define specific criteria for different segments, such as VIP versus regular customers.

What is the difference between a service and an entity in RT 2.0?

A service defines the technical logic (criteria and attributes) via a YAML file, while an entity is the API object registered in the Treasure Data Console that allows the personalization to be visible and queried.

What environment variables are required?

You must have the TD_API_KEY environment variable set with a valid Master API Key to allow the skill to interact with the Treasure Data CDP API.

Treasure Data RT Personalization

Name: Treasure Data RT Personalization
Author: treasure-data

bytreasure-data

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Marketing Automation

Automates the creation of Real-Time 2.0 personalization services and API entities within the Treasure Data platform.

The rt-personalization skill streamlines the end-to-end setup of real-time personalization APIs in Treasure Data. It manages a complex two-step workflow: first, defining the service logic via YAML configuration (sections, criteria, and attributes), and second, deploying the actual Personalization entity through the Treasure Data API. This ensures that personalization configurations are not only functional but also fully visible and manageable within the Treasure Data Console UI. It is an essential tool for developers building high-performance, real-time response systems for product recommendations, cart recovery, and user profile APIs.

Key Features

01Automated two-step creation of services and entities

02Interactive requirement gathering for personalization logic

03Migration workflows for legacy personalization services

04Dynamic JSON payload generation for API responses

05Pre-deployment validation of RT attributes and key events

0616 GitHub stars

Use Cases

01Building real-time user profile APIs for external system integration

02Deploying real-time product recommendation APIs for e-commerce

03Creating audience-aware content personalization for web apps

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add treasure-data/td-skills rt-personalization

For use in Claude.ai and ChatGPT

Download Skill