postindustria-tech

postindustria-tech/agentic-toolkit

Command

Generate a TypedDict state schema with Pydantic validation and Annotated fields.

postindustria-tech/agentic-toolkit

Command

Generate a LangGraph StateGraph workflow with nodes, edges, and state schema.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "RAG", "retrieval augmented", "document retrieval", "vector store", "semantic search", "FAISS", "Chroma", "document QA", or needs guidance on implementing RAG patterns with LangGraph.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "conditional routing", "branch logic", "dynamic routing", "decision edges", "addconditionaledges", "routing function", "state-based routing", "Command API", "Send API", or needs guidance on implementing conditional flow in LangGraph workflows.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "LangGraph memory", "checkpointer", "InMemorySaver", "PostgresSaver", "thread persistence", "conversation history", "addmessages", "MessagesState", "getstate", "getstatehistory", "updatestate", "StateSnapshot", "time travel", "checkpoint metadata", "fault tolerance"…

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "CRAG", "corrective RAG", "document grading", "query rewriting", "RAG quality", "web search fallback", or needs guidance on implementing quality-aware RAG with LangGraph.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "deploy LangGraph", "LangGraph Platform", "RemoteGraph client", "LangGraph Studio", "assistants", "cron jobs", "webhooks", "background runs", "task queues", "self-hosted deployment", "FastAPI", "production deployment", "checkpointing", "Docker deployment", or needs…

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "load documents", "text splitting", "chunking strategy", "document loader", "PDF processing", "RecursiveCharacterTextSplitter", or needs guidance on processing documents for RAG systems.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "error handling", "error recovery", "fallback", "retry logic", "RetryPolicy", "checkpointing", "fault tolerance", "exception handling", or needs guidance on implementing robust error handling in LangGraph workflows.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "create graph", "add nodes", "add edges", "compile graph", "LangGraph workflow", "StateGraph", "START node", "END node", "graph visualization", "streaming execution", "conditional edges based on output", or needs guidance on building LangGraph workflows.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "human-in-the-loop", "interrupt", "interrupt()", "interruptbefore", "interruptafter", "breakpoints", "approval workflow", "human feedback", "review workflow", "wait for input", "pause execution", "resume execution", "Command API", "state editing", "human approval"…

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks to "add memory to my agent", "implement persistent knowledge", "store facts across conversations", "add semantic search to memory", "remember user preferences", "build a knowledge base", "implement episodic memory", "add semantic memory", or mentions "Store interface"…

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "multi-agent", "supervisor pattern", "agent coordination", "orchestrate agents", "agent routing", "multi-agent system", "LLM routing", "structured output routing", or needs guidance on coordinating multiple specialized agents in LangGraph.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "parallel execution", "fan-out", "fan-in", "parallel nodes", "concurrent execution", "supersteps", "state reducers", "Send API", "deferred nodes", or needs guidance on executing multiple nodes simultaneously in LangGraph.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "optimize performance", "caching", "cost tracking", "async execution", "reduce latency", "token optimization", or needs guidance on improving LangGraph application performance.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "prompt template", "few-shot", "system prompt", "prompt engineering", "ChatPromptTemplate", "MessagesPlaceholder", "chat history", "format instructions", "LangGraph prompts", or needs guidance on crafting effective prompts for LangGraph workflows.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "ReAct agent", "reasoning agent", "thought action observation", "ReAct pattern", "agent loop", or needs guidance on building ReAct-style agents with LangGraph.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "state schema", "TypedDict", "state management", "Annotated fields", "state reducers", "graph state", "state patterns", "how to define state", "addmessages", "MessagesState", or needs guidance on structuring LangGraph workflow state.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "stream events", "astreamevents", "token streaming", "monitor execution", "streaming workflow", "graph.stream()", "real-time updates", "event streaming", "stream modes", "StreamWriter", "custom streaming", or needs guidance on streaming LangGraph workflow execution…

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "structured output", "Pydantic", "output parsing", "data validation", "PydanticOutputParser", "withstructuredoutput", or needs guidance on extracting structured data from LLM responses.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "subgraphs", "nested graphs", "graph composition", "compiled graph as node", "graph reuse", "compose graphs", "parent-child state", "state mapping", "modular workflows", "reusable components", "factory pattern for graphs", "graph component library", or needs guidance…

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "test LangGraph", "test agents", "mock LLM", "evaluation metrics", "test workflows", "unit test nodes", or needs guidance on testing LangGraph applications.

postindustria-tech/agentic-toolkit

Skill Claude CodeCodex

This skill should be used when the user asks about "tool calling", "ToolNode", "bind tools", "tool execution", "model.bindtools()", "tool integration", "LangGraph tools", or needs guidance on integrating tools with LangGraph workflows.

postindustria-tech/agentic-toolkit

Plugin Claude Code

Development toolkit for the neograph declarative LLM graph compiler. Provides codebase navigation, bug fix workflows, test design conventions, rendering architecture, and lint system guidance.