Building a Natural Language Interface to the Spotify Ads API with Claude Code Plugins

This article describes how to build a Claude Code plugin that translates natural language into Spotify Ads API operations.

• •Built using Markdown files, Bash scripts, and Python helpers without compilation overhead
• •Agents decompose conversational requests into sequential API calls with correct parameters and validation
• •Full OpenAPI spec (8,600 lines) embedded as source of truth for schema validation and field definitions
• •OpenAPI Links encode entity relationships to automatically guide agent workflow orchestration
• •All API calls are transparent curl commands that users can inspect, modify, and execute independently

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