AI Design Lifecycle (AIDLC) — designs AI-powered product experiences covering strategy, research, UX patterns (conversational UI, copilots, prompts, suggestions), interaction design (streaming, multi-turn, regeneration), states and edge cases (loading, hallucination, rate limiting), safety and ethics (bias, consent, transparency), personalization (adaptive UI, recommendations), and emerging patterns (agents, generative UI, multimodal, RAG). Use when designing any AI/ML feature, chatbot, copilot, recommendation system, generative AI interface, or AI-assisted workflow. Triggers on: AI, ML, LLM, chatbot, copilot, conversational UI, prompt, generative AI, recommendation, suggestion, streaming response, hallucination, AI safety, AI ethics, bias, content moderation, AI onboarding, human-in-the-loop, regenerate, AI agent, multimodal, RAG, prompt engineering, AI personalization, adaptive UI.
Installation
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AI Design Lifecycle (AIDLC) — designs AI-powered product experiences covering strategy, research, UX patterns (conversational UI, copilots, prompts, suggestions), interaction design (streaming, multi-turn, regeneration), states and edge cases (loading, hallucination, rate limiting), safety and ethics (bias, consent, transparency), personalization (adaptive UI, recommendations), and emerging patterns (agents, generative UI, multimodal, RAG). Use when designing any AI/ML feature, chatbot, copilot, recommendation system, generative AI interface, or AI-assisted workflow. Triggers on: AI, ML, LLM, chatbot, copilot, conversational UI, prompt, generative AI, recommendation, suggestion, streaming response, hallucination, AI safety, AI ethics, bias, content moderation, AI onboarding, human-in-the-loop, regenerate, AI agent, multimodal, RAG, prompt engineering, AI personalization, adaptive UI.
AI Design Lifecycle (AIDLC)
Design AI-powered experiences that are useful, trustworthy, and transparent. AI features have unique UX challenges — this skill provides the frameworks.
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User's task involves
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AI feature strategy, use case identification, AI business models, AI competitive analysis, AI roadmapping
.claude/skills/aidlc/ai-product-strategy.md
Understanding AI user needs, trust research, AI mental models, AI anxiety, prompt research
