What frameworks does the AI Engineer skill support?

It supports a wide range of modern frameworks including LangChain, LangGraph, LlamaIndex, CrewAI, and AutoGen for building complex AI workflows.

Is it suitable for multimodal AI projects?

Yes, it includes capabilities for integrating vision, audio, and document AI models to create comprehensive multimodal applications.

Does the skill handle AI safety and cost management?

Absolutely. It implements safety guardrails against prompt injection and PII leaks, while optimizing costs through model routing and semantic caching.

Can this skill help with vector database selection?

Yes, it provides expertise in selecting and optimizing vector databases like Pinecone, Weaviate, Qdrant, Milvus, and pgvector for specific use cases.

AI Engineer

Name: AI Engineer
Author: sickn33

bysickn33

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15,684

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Data Science & ML

Builds production-ready LLM applications, advanced RAG systems, and intelligent agent architectures with a focus on scalability and safety.

The AI Engineer skill empowers Claude to architect and implement enterprise-grade generative AI solutions. It provides specialized expertise in building robust Retrieval-Augmented Generation (RAG) pipelines, multi-agent orchestration frameworks like LangGraph or CrewAI, and optimizing vector database performance. By incorporating best practices for prompt engineering, cost control, and AI safety guardrails, this skill ensures that AI features move beyond prototypes into reliable, production-ready systems.

Key Features

01Prompt engineering and optimization for model-specific performance

02Multimodal AI integration including vision, audio, and document processing

03Advanced RAG pipeline construction and vector database optimization

04Production-grade AI safety, monitoring, and cost-control implementations

05Multi-agent orchestration using LangChain, LangGraph, and CrewAI

0615,684 GitHub stars

Use Cases

01Optimizing LLM inference costs and latency for high-traffic applications

02Building an enterprise-scale knowledge base with hybrid search and reranking

03Developing autonomous agents for complex research or customer service workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sickn33/antigravity-awesome-skills ai-engineer

For use in Claude.ai and ChatGPT

Download Skill