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llm-app-patterns - Patterns for Building LLM Applications

Provides production-ready patterns for RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring.

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Updated: 2026-10-15

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design RAG pipelines
  • Configure document chunking
  • Select embedding models
  • Implement retrieval strategies
  • Build tool-using agents
  • Coordinate multiple agents

Inputs

  • Application requirements
  • Source documents
  • User questions
  • LLM access
  • Vector database
  • Tool definitions

Outputs

  • Architecture recommendations
  • RAG responses with citations
  • Agent implementation patterns

Requirements

  • LLM access
  • Vector database for RAG
  • Tool execution for agents

Source

  • Spec: SKILL.md

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RAG
LLM applications
agent architectures
LLMOps
prompt IDEs
Design RAG pipelines
Configure document chunking
Select embedding models
Implement retrieval strategies
Application requirements
Source documents
User questions
Architecture recommendations
RAG responses with citations
Agent implementation patterns