> ## Documentation Index
> Fetch the complete documentation index at: https://publisher-docs.thrads.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Coding Assistant Prompts

> Ready-to-use prompts for AI coding assistants to help implement Thrads API integration

# AI Coding Assistant Prompts for Thrads Integration

Use these prompts when you already know what Thrads functionality you want to integrate and need implementation help from an AI coding assistant.

### How to use these prompts

1. **Choose your prompt** based on what you want to implement
2. **Replace placeholders** with your specific technology stack
3. **Copy the respective guide and API reference** from our integration guides and API Reference
4. **Paste both** into your AI coding assistant
5. **Refine the output** to match your coding standards and architecture

### Pro Tips

* Always specify your exact framework/language for better code generation
* Include your existing code patterns or style guide for consistency
* Ask for TypeScript definitions if you're using typed languages
* Request specific error handling patterns that match your app's architecture
* For large integrations, break it into smaller prompts focusing on one aspect at a time

***

## Prompt 1 – *Implement API Integration*

"Based on the Thrads API documentation below, implement a complete integration for \[SPECIFY: sponsored search/messages/prompts] in \[YOUR LANGUAGE/FRAMEWORK]. Include:

* Complete request/response handling with proper error handling
* Token management for click tracking
* Production vs sandbox mode configuration
* Rate limiting and retry logic
* Type definitions/interfaces if applicable

Make it production-ready with proper logging and follow best practices for \[YOUR FRAMEWORK]. Here's the API documentation:"

***

## Prompt 2 – *Create UI Components*

"Build reusable UI components for displaying Thrads sponsored content. Using the API response format below, create:

* Sponsored search suggestion component with proper styling
* Sponsored message/prompt display with brand attribution
* Click-to-redirect handling with analytics
* Loading states and error fallbacks
* Accessibility compliance (ARIA labels, keyboard navigation)

Make components framework-agnostic \[OR: for React/Vue/Angular]. Here's the API response structure:"

***

## Prompt 3 – *Build Testing & Development Setup*

"Set up a complete testing and development environment for Thrads integration. Based on the API docs below, create:

* Mock API responses for development/testing
* Unit tests covering all integration points
* E2E tests for user interaction flows
* Sandbox vs production environment switching
* Performance benchmarks for API response times
* Debug logging and monitoring setup

Include examples of how to test ad frequency limits and click tracking. Here's the API documentation:"

***