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stacks-ai · Native Stacks · model-invoked

Use when integrating AI capabilities into a Stacks application - using Anthropic/OpenAI/Ollama/AWS Bedrock drivers, image generation (DALL-E), vision analysis, RAG/vector search, embeddings, text-to-speech and speech-to-text, MCP (Model Context Protocol) clients, text summarization, sentiment analysis, content classification, personalization, or the buddy AI assistant. Covers @stacksjs/ai and config/ai.ts.

Read the skill for the implementation workflow and its current signatures. The Native capabilities catalog maps the package to source and retained evidence; driver limits are explicit.

Inside the skill

  • Key Paths
  • Source Files
  • Anthropic Driver
  • OpenAI Driver
  • Bedrock Driver
  • Tool Calls
  • Provider-Neutral Client
  • Speech (Text-to-Speech, Speech-to-Text)
  • Ollama Driver (Local LLMs)
  • Image Generation
  • RAG & Vector Search
  • MCP (Model Context Protocol)
  • Personalization
  • Buddy AI Assistant
  • Compact Project Context
  • Claude Agent
  • Claude Agent SDK
  • config/ai.ts
  • Gotchas
  • Usage, retries and multimodal messages

Using it

This skill is model-invoked. Your agent can select it for matching tasks, and you can call it directly.

/stacks-ai

Source: stacks-ai/SKILL.md.

It ships in @stacksjs/defaults with its supporting files. Run buddy setup:ai to refresh the agent setup. Override it per project with app/Skills/stacks-ai/SKILL.md. See Using skills.