ai-development

What problem does it solve?

This Skill guides developers through integrating AI capabilities into a CodeSpirit application to eliminate repetitive form entry, enable asynchronous bulk generation workflows, and add structured LLM-based analysis and auditing.

Core Features & Use Cases

• AI Form Filling: Zero-code autogenerated ai-fill endpoints driven by DTO annotations to auto-populate fields from a trigger or global prompt.
• AI Long-Running Tasks: Background task orchestration with progress tracking, status APIs, logging, and fault handling for bulk generation scenarios.
• LLM Structured Tasks & Prompting: LLMAssistant integration with reusable prompt templates for content generation, auditing, and structured JSON responses, plus caching, retry, and JSON repair strategies.
• Use Case: Add an AiFormFill attribute to a CreateQuestionDto to let users type a topic and have the system auto-generate questions, or implement an async generator that produces hundreds of items with a task status endpoint.

Quick Start

Register LLM services, enable AI form-fill endpoints, annotate your DTOs with AiFormFill and AiFieldFill, then call the generated ai-fill endpoint to see automated field population.