AI model or service
LangGraph agent skills for Claude Code, Codex and other agents.
- skills
- 114
- official
- 31
- Type
- AI model or service
- Website
- langchain.com
- Official GitHub
- langchain-ai
LangGraph skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
Official (31 skills)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. | langchain-ai/ | 1.3k | 2 repos | ~4.1k | Automated safety check: Pass | MIT | yesterday |
| 2 | Migrates Python LangChain Deep Agents applications to Pydantic AI and Pydantic AI Harness while preserving the application's observed behavior. | pydantic/ | 20k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 3 | A skill your agent uses when adding, debugging, or modifying LLMObs plugins for an LLM library in dd-trace-js. | DataDog/ | 836 | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 4 | Routes LangGraph agents with typed decision models that return probabilities, and finds LLM calls that only exist to produce a routing decision. | langchain-ai/ | 1.3k | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 5 | Build batteries-included agents with planning, context management, subagent delegation, and sandboxed execution. | langchain-ai/ | 424 | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 6 | Explains how to build agents with the Deep Agents framework: create_deep_agent, the built-in middleware, the harness, SKILL.md format and configuration options. | langchain-ai/ | 1.3k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 7 | A skill your agent uses to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource removal. | aws/ | 2.8k | — | ~2.3k | Automated safety check: Notes | Apache-2.0 | today |
| 8 | Reviews changes in the langchain-azure monorepo using package-specific knowledge of langchain-azure-ai, langchain-azure-compute, langchain-azure-cosmosdb, langchain-azure-postgresql… | langchain-ai/ | 147 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 9 | Migrate Python LangChain, LangGraph, or Deep Agents applications to Pydantic AI and, when the source uses harness features, Pydantic AI Harness. | pydantic/ | 20k | — | ~2.5k | Automated safety check: Pass | MIT | today |
| 10 | A skill your agent uses when migrating inline code samples from LangChain docs (MDX files) into external, testable code files that are extracted by this repo’s snippet scripts and used as Mintlify… | langchain-ai/ | 424 | — | ~4.6k | Automated safety check: Pass | MIT | today |
| 11 | INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. | langchain-ai/ | 1.3k | 1 repo | ~3.6k | Automated safety check: Pass | MIT | yesterday |
| 12 | INVOKE THIS SKILL at the START of any LangChain/LangGraph/Deep Agents project, before writing any agent code. | langchain-ai/ | 118 | — | ~1.8k | Automated safety check: Pass | MIT | 15 days ago |
| 13 | Build LangChain agents with modern patterns. An agent skill from langchain-ai/skills-benchmarks. | langchain-ai/ | 118 | — | ~2.5k | Automated safety check: Pass | MIT | 15 days ago |
| 14 | ALWAYS START HERE for any LangChain, Deep Agents, or LangGraph agent building project. | langchain-ai/ | 118 | — | ~4.1k | Automated safety check: Pass | MIT | 15 days ago |
| 15 | INVOKE THIS SKILL when your LangGraph needs to persist state, remember conversations, travel through history, or configure subgraph checkpointer scoping. | langchain-ai/ | 1.3k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 16 | Build agents with a prebuilt architecture and integrations for any model or tool. | langchain-ai/ | 424 | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 17 | Build stateful, durable agent workflows with LangGraph. An agent skill from langchain-ai/docs. | langchain-ai/ | 424 | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 18 | Trace, evaluate, and deploy AI agents and LLM applications with LangSmith. | langchain-ai/ | 424 | — | ~935 | Automated safety check: Pass | MIT | today |
| 19 | INVOKE THIS SKILL when writing ANY LangGraph code. An agent skill from langchain-ai/langchain-skills. | langchain-ai/ | 1.3k | 2 repos | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 20 | Starting point for LangChain, LangGraph and Deep Agents projects: picks the right layer for the task, then points to install steps, setup and the next skill to load. | langchain-ai/ | 1.3k | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 21 | Shows how to build LangChain agents with create_agent, define tools, add a checkpointer and use middleware for human approval and error handling, in Python and TypeScript. | langchain-ai/ | 1.3k | — | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 22 | INVOKE THIS SKILL when using the langgraph CLI to scaffold, develop, build, or deploy LangGraph applications. | langchain-ai/ | 1.3k | — | ~2.8k | Automated safety check: Notes | MIT | yesterday |
| 23 | Scaffold a minimal local Deep Agent in Python by following the official quickstart, using provider-native web search instead of Tavily. | langchain-ai/ | 1.3k | — | ~549 | Automated safety check: Notes | MIT | yesterday |
| 24 | Scaffold a minimal local Deep Agent in TypeScript by following the official quickstart, using provider-native web search instead of Tavily. | langchain-ai/ | 1.3k | — | ~548 | Automated safety check: Notes | MIT | yesterday |
| 25 | Scaffold a minimal local LangGraph agent in Python by following the official quickstart. | langchain-ai/ | 1.3k | — | ~454 | Automated safety check: Notes | MIT | yesterday |
| 26 | Scaffold a minimal local LangGraph agent in TypeScript by following the official quickstart. | langchain-ai/ | 1.3k | — | ~455 | Automated safety check: Notes | MIT | yesterday |
| 27 | INVOKE THIS SKILL when building, testing, or deploying Managed Deep Agents in LangSmith. | langchain-ai/ | 1.3k | — | ~8.7k | Automated safety check: Notes | MIT | yesterday |
| 28 | Check that a code sample, API signature, default, or behavior claim in the docs is actually true, by running it or reading the product source. | langchain-ai/ | 424 | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 29 | Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~4.6k | Automated safety check: Pass | Unknown | yesterday |
| 30 | A skill your agent uses when a developer wants to create a new agent project or get started with AgentCore. | aws/ | 2.8k | — | ~4.3k | Automated safety check: Notes | Apache-2.0 | today |
| 31 | Fetches and references LangGraph Python documentation to build stateful agents, create multi-agent workflows, and implement human-in-the-loop patterns. | langchain-ai/ | 424 | — | ~282 | Automated safety check: Pass | MIT | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 32 | Adds persistent memory to AI apps with the Mem0 Python and TypeScript SDKs: store, search, update and delete user memories, with framework integrations. | mem0ai/ | 67k | 1 repo | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | Debugs LangChain and LangGraph agents by pulling recent execution traces with the langsmith-fetch CLI and reporting errors, tool calls, timings and token use. | ComposioHQ/ | 77k | 9 repos | ~2.7k | Automated safety check: Pass | No licence | 19 days ago |
| 34 | Add a new self-contained example agent under examples/. An agent skill from GetBindu/Bindu. | GetBindu/ | 10k | — | ~1.1k | Automated safety check: Notes | Unknown | 1 mo ago |
| 35 | Helps instrument a custom Python or TypeScript agent to record events for Failproof AI, verify what gets written, and run an evaluator worker that scores the runs. | FailproofAI/ | 5.3k | — | ~6k | Automated safety check: Pass | Unknown | yesterday |
| 36 | Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions. | TencentEdgeOne/ | 1.9k | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 14 days ago |
| 37 | Scans Python agent code for framework imports and recommends the matching Omnigent executor type, or says when the framework is not natively supported yet. | omnigent-ai/ | 11k | — | ~610 | Automated safety check: Pass | Apache-2.0 | today |
| 38 | This skill guides building AI agent endpoints on EdgeOne Makers — five framework routes (DeepAgents, LangGraph, CrewAI, OpenAI Agents SDK, Claude Agent SDK), platform-injected context.store /… | TencentEdgeOne/ | 1.9k | 1 repo | ~5.6k | Automated safety check: Notes | MIT | 14 days ago |
| 39 | Create, inspect, and safely update project-scoped ReachAI Agents; edit and publish Supervisor config drafts; discover published bindable Skills; and attach or detach exact Skill versions through the… | w8123/ | 830 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 40 | Talks to a running DeerFlow agent platform over its HTTP API to send research questions, stream replies, check health and manage models, skills, memory and uploads. | bytedance/ | 83k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | today |
| 41 | Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API. | w8123/ | 830 | — | ~3.7k | Automated safety check: Pass | MIT | 3 days ago |
| 42 | A Chinese-language guide and reference for building agents with LangGraph 1.0, from a first ReAct agent through middleware, memory, MCP, RAG and web search. | luochang212/ | 457 | — | ~837 | Automated safety check: Notes | Unknown | 26 days ago |
| 43 | Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +… | TencentCloudBase/ | 1.1k | 2 repos | ~2.9k | Automated safety check: Notes | MIT | yesterday |
| 44 | Integrate Java business systems with ReachAI SDK registration, SDK instance heartbeat, gateway/embed access, and optional API Management handoff. | w8123/ | 830 | — | ~6.1k | Automated safety check: Pass | MIT | 3 days ago |
| 45 | Generate synthetic data using sdghub with composable blocks and YAML flows. | Red-Hat-AI-Innovation-Team/ | 164 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 46 | Comprehensive guide for designing, refining, and auditing system prompts for autonomous AI agents based on Anthropic's production practices. | agentailor/ | 132 | — | ~3.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 47 | 47.Meta Theory MetaKim executable governance dispatcher. An agent skill from KimYx0207/Meta_Kim. | KimYx0207/ | 283 | — | ~22k | Automated safety check: Pass | Apache-2.0 | today |
| 48 | Chat Gun 的前端、OpenSpec、Streaming Event、Tool Renderer、型別邊界、多模態流式鏈路與 React/Vite 編程約束。Use when working on frontend code, tool rendering, streaming contracts, multimodal requests/responses, Weather… | HsienW/ | 143 | — | ~467 | Automated safety check: Pass | Unknown | 3 days ago |
Questions, answered from the data.
What is the best LangGraph skill?
Langgraph Human In The Loop (official) from langchain-ai/langchain-skills ranks first of the 114 LangGraph skills listed here, with the highest score: its repository has 1.3k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 4.1k tokens and it passes the automated safety check with no findings. Next come Deep Agents to Pydantic AI Migration and Llmobs Integration.
Is there an official LangGraph skill?
31 of the 114 LangGraph skills are official, published by the vendor's own GitHub organization: Langgraph Human In The Loop, Deep Agents to Pydantic AI Migration, Llmobs Integration, LangGraph Decision Models, Deep Agents and 26 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.