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AI-Assisted Development

An AI coding assistant like Cursor, Claude Code, GitHub Copilot or Codex can accelerate code-native integration and custom connector development by providing code suggestions, auto-complete, and even generating code snippets based on natural language prompts.

What AI coding assistants lack​

AI coding assistants are only as good as the context they have. By default, an AI coding assistant only has access to the code in your current project or workspace, and the compiled @prismatic-io/spectral SDK. AI coding assistants lack two major things:

  1. Tools to interact with Prismatic's API. An assistant cannot make API calls to Prismatic to search for connectors, publish integrations, generate connector manifests, etc.
  2. Context of Prismatic's platform and best practices. It doesn't know how to structure a custom connector or integration, create custom triggers, build flows, dynamically populate config variable fields, etc. Additionally, most Prismatic organizations choose to keep their custom connectors and code-native integrations closed-source - so there isn't a wealth of public code examples for an AI coding assistant to learn from.

How Prismatic enhances AI coding assistants​

To enhance your AI coding assistant's capabilities, you can leverage three tools that Prismatic provides:

  1. The Prism MCP dev server provides your AI coding assistant with tools that allow it to interact with Prismatic's API. This gives your assistant access to information in your Prismatic tenant, and the ability to do things like publish integrations, generate component manifests, and more. Prism MCP dev server
  2. Prismatic skills are Agent Skills that provide your AI coding assistant with context about Prismatic's platform and best practices. By using Prismatic skills, your AI coding assistant has access to information about Prismatic's platform and access to dozens of example code snippets implemented using Prismatic's best practices that your AI coding assistant can use to generate code for your custom connectors and code-native integrations. Skills are loaded as needed (see Progressive Disclosure), so they won't overwhelm your AI coding assistant with information, but will provide relevant information and code examples when your assistant needs it. Agent Skills
  3. The Prismatic VS Code extension provides a window into Prismatic from within your IDE. While this extension doesn't directly enhance your AI coding assistant, it does provide you easy access to Prismatic's test runners, integration config wizards, and more.