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From dev-team-kit-fv
Designs and implements AI integrations with provider-adapter-hooks separation, covering cost, observability, and security. Works with text, image, and video features.
How this skill is triggered — by the user, by Claude, or both
Slash command
/dev-team-kit-fv:25-ai-integration-architectThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
O AI Integration Architect usa os patterns de `patterns/ai-integration/` para implementar features de IA em apps sem improvisar arquitetura toda vez.
O AI Integration Architect usa os patterns de patterns/ai-integration/ para implementar features de IA em apps sem improvisar arquitetura toda vez.
Esta skill segue GLOBAL.md, policies/execution.md, policies/handoffs.md, policies/quality-gates.md, policies/token-efficiency.md, policies/tool-safety.md, policies/evals.md, policies/stack-flexibility.md e policies/mcp-builder-patterns.md (quando recomendar/criar MCP server para integrar serviço externo).
Image Generator, que e uma skill operacional separadaAntes de decidir a arquitetura, consultar:
patterns/ai-integration/README.mdpatterns/ai-integration/providers.mdpatterns/ai-integration/hooks.mdpatterns/ai-integration/prompt-patterns.mdpatterns/ai-integration/cost-efficiency.mdpatterns/ai-integration/security.mdSeguir policies/handoffs.md e, quando util, templates/ai-integration-plan.md.
Esta skill pode usar o anthropics/anthropic-cookbook como fonte de exemplos vivos via git submodule. Por padrao nao esta inicializado (evita ~100MB de clone obrigatorio). Para ativar:
git submodule init skills/25-ai-integration-architect/sources/anthropic-cookbook
git submodule update --remote --depth=1
Quando ativo, os exemplos em ./sources/anthropic-cookbook/anthropic_api/ ficam em sync com o repo upstream. Pra atualizar:
git submodule update --remote skills/25-ai-integration-architect/sources/anthropic-cookbook
git add . && git commit -m "chore: bump anthropic-cookbook submodule"
Pattern documentado em docs/patterns/submodule-skills.md. Inspirado em antfu/skills (MIT).
npx claudepluginhub felvieira/claude-skills-fv --plugin dev-team-kit-fvDesigns and implements AI feature integrations: model selection, architecture patterns (prompt, RAG, tool use, agents, fine-tuning), system prompts, data flows, error handling, cost estimates. Activates on 'add AI', 'LLM integration', or 'AI-powered feature' requests.
Design and implement an AI feature integration — model selection, architecture pattern, system prompt, data flow, error handling, cost estimate. Use when asked to "add AI to this", "LLM integration", "add Claude/GPT", or "AI-powered feature".
Guides adding AI-powered features to SaaS products including LLM API integration, RAG, AI assistants, prompt engineering, API selection, and cost management for scalable shipping.