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/langchain-chains

LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns

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babysitter
1.9k200 skills3 agents21 commands1 MCP

Claude Code

$ npx -y skills add a5c-ai/babysitter --skill langchain-chains --agent claude-code

SKILL.md

langchain-chains.SKILL.md
name: langchain-chains
description: LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns
allowed-tools:
  - Read
  - Write
  - Edit
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  - Grep
graph:
  domains: [domain:software-engineering]
  specializations: [specialization:ai-agents-conversational]
  skillAreas: [skill-area:chain-of-thought-multistep-orchestration, skill-area:tool-service-integration-agents]
  roles: [role:ml-engineer, role:backend-engineer]
  workflows: [workflow:feature-development, workflow:ml-model-lifecycle]
  topics: [topic:design-patterns]

LangChain Chains Skill

Capabilities

  • Compose LangChain chains using LCEL (LangChain Expression Language)
  • Implement sequential chain patterns
  • Design router chains for conditional logic
  • Create parallel execution chains
  • Handle chain fallbacks and retries
  • Implement streaming chains

Target Processes

  • dialogue-flow-design
  • chatbot-design-implementation

Implementation Details

Chain Patterns

1. **LCEL Pipelines**: Modern composition with | operator 2. **SequentialChain**: Linear chain execution (legacy) 3. **RouterChain**: Conditional routing based on input 4. **RunnableParallel**: Parallel execution branches 5. **RunnableBranch**: Conditional branching

Configuration Options

  • Input/output key mapping
  • Error handling strategies
  • Retry configuration
  • Streaming settings
  • Batch processing options

Best Practices

  • Use LCEL for new implementations
  • Implement proper input/output schemas
  • Add fallback chains for resilience
  • Use streaming for long operations

Dependencies

  • langchain-core
  • langchain
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Questions about langchain-chains.

Which coding agents can use langchain-chains?
langchain-chains installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.