genai-integration
Expert guidance for integrating GenAI models, workflows, and observability into applications. (use when designing or implementing LLM/agent/RAG integrations)
npx skills add majiayu000/claude-skill-registry --skill genai-integration --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Purpose Teach the agent how to handle GenAI integration tasks — selecting models, building prompt templates, RAG pipelines, cost optimization, and validation workflows. # When to Apply Use this Skill when the user asks to: - integrate a GenAI API into an application - design RAG workflows, embeddings pipelines, or agents - build prompt templates or schema-validated prompts - write automation for cost or token optimization - add testing, logging, or observability around GenAI tasks # Instructions 1. **Detect Task Intent** - Identify if the request is about GenAI model selection, API integration, workflow design, or optimization. - If the task involves specific frameworks (Node/Python, serverless, Vercel/AWS), include relevant context. 2. **Model & Provider Guidance** - Recommend models according to cost, latency, context length, and compliance needs. - Prefer structured outputs (JSON schemas) and function/tool calling where appropriate. 3. **Prompt Engineering** - Generate prompt templates: system, developer, and user layers. - Use few-shot examples and explicit output schemas in prompts. 4. **RAG & Embeddings** - Break documents into chunks with semantic similarity filtering. - O
What does the genai-integration skill do?
Expert guidance for integrating GenAI models, workflows, and observability into applications. (use when designing or implementing LLM/agent/RAG integrations)
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill genai-integration --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.