AI Chat Interface Components

Purpose

Define the emerging standards for AI/human conversational interfaces in the 2024-2025 AI integration boom. This skill leverages meta-knowledge from building WITH Claude to establish definitive patterns for streaming UX, context management, and multi-modal interactions. As the industry lacks established patterns, this provides the reference implementation others will follow.

When to Use

Activate this skill when:

• Building ChatGPT-style conversational interfaces
• Creating AI assistants, copilots, or chatbots
• Implementing streaming text responses with markdown
• Managing conversation context and token limits
• Handling multi-modal inputs (text, images, files, voice)
• Dealing with AI-specific errors (hallucinations, refusals, limits)
• Adding feedback mechanisms (thumbs, regeneration, editing)
• Implementing conversation branching or threading
• Visualizing tool/function calling