.claude/skills/llm-application-dev-ai-assistant/SKILL.md
Provides implementation patterns for building AI assistants with conversation management, tool integration, and streaming responses. Use when building a conversational AI assistant or when the user mentions chatbot, AI assistant, or conversational AI.
npx skillsauth add tranhieutt/software_development_department llm-application-dev-ai-assistantInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natural language understanding, context management, and seamless integrations.
The user needs to develop an AI assistant or chatbot with natural language capabilities, intelligent responses, and practical functionality. Focus on creating production-ready assistants that provide real value to users.
$ARGUMENTS
resources/implementation-playbook.md.resources/implementation-playbook.md for detailed patterns and examples.testing
Generates high-fidelity architecture diagrams, sequence flows, and component maps for SDD projects. Use when finalizing a design phase, documenting system architecture, or visualizing agentic workflows. Default style: Style 6 (Claude Official).
data-ai
Provides vector database and semantic search patterns for Pinecone, Weaviate, Qdrant, Milvus, and pgvector in RAG and recommendation systems. Use when implementing vector search or when the user mentions vector database, semantic search, embeddings, or similarity search.
development
Updates docs/technical/CODEMAP.md by scanning the current codebase structure. Run after a significant feature merge, refactor, or when CODEMAP feels stale.
development
Unlocks the codebase after a release freeze or incident freeze period to resume normal development. Use when a freeze period ends or when the user mentions unfreezing or lifting the code freeze.