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ai-engineer - Build LLM applications, RAG systems, and AI agents.

Builds production-ready LLM applications, advanced RAG systems, vector search pipelines, and multimodal AI agent architectures.

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Updated: 2026-09-09

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Integrate LLM models and APIs
  • Build advanced RAG retrieval pipelines
  • Orchestrate intelligent agent workflows
  • Optimize vector search and embeddings
  • Implement multimodal AI systems
  • Configure AI safety guardrails

Inputs

  • Data sources
  • Deployment targets

Outputs

  • LLM applications
  • RAG systems
  • AI agent architectures

Requirements

  • Access to data sources
  • Access to deployment targets

Source

  • Spec: SKILL.md
  • Spec: SKILL.md

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Integrate LLM models and APIs
Build advanced RAG retrieval pipelines
Orchestrate intelligent agent workflows
Optimize vector search and embeddings
Data sources
Deployment targets
LLM applications
RAG systems
AI agent architectures