git:20260507.44b06c0 to git:20260601.da7723a

65 added, 65 removed. Audit A to A.

- ---
- name: langgraph-checkpoint
- description: LangGraph checkpoint and persistence configuration for stateful workflow management
- allowed-tools:
- - Read
- - Write
- - Edit
- - Bash
- - Glob
- - Grep
- graph:
- domains: [domain:software-engineering]
- specializations: [specialization:ai-agents-conversational]
- skillAreas: [skill-area:agentic-loops, skill-area:context-management]
- roles: [role:ml-engineer, role:backend-engineer]
- workflows: [workflow:feature-development, workflow:ml-model-lifecycle]
- topics: [topic:design-patterns]
-
- ---
-
- # LangGraph Checkpoint Skill
-
- ## Capabilities
-
- - Configure LangGraph checkpointing systems
- - Implement state persistence with various backends
- - Set up checkpoint serialization strategies
- - Design state recovery and replay mechanisms
- - Handle checkpoint versioning and migration
- - Implement checkpoint pruning strategies
-
- ## Target Processes
-
- - langgraph-workflow-design
- - conversational-memory-system
-
- ## Implementation Details
-
- ### Checkpoint Backends
-
- 1. **MemorySaver**: In-memory checkpointing for development
- 2. **SqliteSaver**: SQLite-based persistence
- 3. **PostgresSaver**: PostgreSQL backend for production
- 4. **RedisSaver**: Redis-based high-performance checkpointing
-
- ### Configuration Options
-
- - Checkpoint frequency settings
- - State serialization format
- - Compression options
- - TTL and retention policies
- - Thread-safe access configuration
-
- ### Best Practices
-
- - Use appropriate backend for scale
- - Implement proper serialization for custom state
- - Design for checkpoint size optimization
- - Plan for migration between backends
-
- ### Dependencies
-
- - langgraph
- - langgraph-checkpoint
- - Backend-specific clients
+ ---
+ name: langgraph-checkpoint
+ description: LangGraph checkpoint and persistence configuration for stateful workflow management
+ allowed-tools:
+ - Read
+ - Write
+ - Edit
+ - Bash
+ - Glob
+ - Grep
+ graph:
+ domains: [domain:software-engineering]
+ specializations: [specialization:ai-agents-conversational]
+ skillAreas: [skill-area:agentic-loops, skill-area:context-management]
+ roles: [role:ml-engineer, role:backend-engineer]
+ workflows: [workflow:feature-development, workflow:ml-model-lifecycle]
+ topics: [topic:design-patterns]
+
+ ---
+
+ # LangGraph Checkpoint Skill
+
+ ## Capabilities
+
+ - Configure LangGraph checkpointing systems
+ - Implement state persistence with various backends
+ - Set up checkpoint serialization strategies
+ - Design state recovery and replay mechanisms
+ - Handle checkpoint versioning and migration
+ - Implement checkpoint pruning strategies
+
+ ## Target Processes
+
+ - langgraph-workflow-design
+ - conversational-memory-system
+
+ ## Implementation Details
+
+ ### Checkpoint Backends
+
+ 1. **MemorySaver**: In-memory checkpointing for development
+ 2. **SqliteSaver**: SQLite-based persistence
+ 3. **PostgresSaver**: PostgreSQL backend for production
+ 4. **RedisSaver**: Redis-based high-performance checkpointing
+
+ ### Configuration Options
+
+ - Checkpoint frequency settings
+ - State serialization format
+ - Compression options
+ - TTL and retention policies
+ - Thread-safe access configuration
+
+ ### Best Practices
+
+ - Use appropriate backend for scale
+ - Implement proper serialization for custom state
+ - Design for checkpoint size optimization
+ - Plan for migration between backends
+
+ ### Dependencies
+
+ - langgraph
+ - langgraph-checkpoint
+ - Backend-specific clients