building-ai-chat
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
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