langchain-chains ยท diff
git:20260507.44b06c0 to git:20260601.da7723a
65 added, 65 removed. Audit A to A.
- ---
- name: langchain-chains
- description: LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns
- allowed-tools:
- - Read
- - Write
- - Edit
- - Bash
- - Glob
- - 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
+ ---
+ name: langchain-chains
+ description: LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns
+ allowed-tools:
+ - Read
+ - Write
+ - Edit
+ - Bash
+ - Glob
+ - 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