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LangChain · Building AI agents
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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 | ~2.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2 | 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 | 8 repos | ~2.7k | Automated safety check: Pass | No licence | 23 days ago |
| 3 | 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 |
| 4 | 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 | 4 days ago |
| 5 | 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 | 3 days ago |
| 6 | A skill your agent uses for anything involving the Synalinks neuro-symbolic LM framework (Keras-inspired): DataModel/Field/Input, JSON operators (+ & | ^ ~), synalinks.ops… | SynaLinks/ | 907 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 7 | 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 |
| 8 | Deposit and bridge funds into a wallet or protocol using Swapper Finance. | swapperfinance/ | 852 | — | ~1.8k | Automated safety check: Pass | MIT | 6 mo ago |
| 9 | 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 | 29 days ago |
| 10 | Guides Stripe integration decisions — API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, Treasury financial… | kanchengw/ | 173 | 2 repos | ~925 | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 11 | Guide for upgrading Stripe API versions and SDKs. An agent skill from kanchengw/cnllm. | kanchengw/ | 173 | 3 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 12 | Explains the n8n Custom Code Tool's actual runtime contract so an AI-agent-callable tool doesn't get written like a regular workflow Code node. | czlonkowski/ | 6.4k | — | ~4k | Automated safety check: Pass | MIT | 2 days ago |
| 13 | LLM and ML development best practices with LangChain and transformers. | meleantonio/ | 516 | — | ~499 | Automated safety check: Pass | No licence | 1 mo ago |
| 14 | 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 |
| 15 | Migrates Python LangChain Deep Agents applications to Pydantic AI and Pydantic AI Harness while preserving the application's observed behavior. | pydantic/ | 21k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 16 | Skill for compiling and writing release notes for langchain-azure packages. | langchain-ai/ | 147 | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 17 | Search 2500+ curated ChatGPT and LLM open-source repositories. | taishi-i/ | 3.3k | — | ~3.8k | Automated safety check: Pass | CC0-1.0 | 2 days ago |
| 18 | Add, move, rename, or delete a page on the LangChain docs site. | langchain-ai/ | 426 | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 19 | A skill your agent uses when adding, debugging, or modifying LLMObs plugins for an LLM library in dd-trace-js. | DataDog/ | 837 | — | ~1.4k | Automated safety check: Pass | Unknown | yesterday |
| 20 | Local evidence debugger and trajectory-test toolkit for TypeScript AI agents. | rajudandigam/ | 165 | — | ~424 | Automated safety check: Pass | MIT | today |
| 21 | 21.Commit Write a Magic Resume commit message that passes the gitmoji + conventional-type lint. | Magic-Resume/ | 101 | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 22 | 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 | 2 days ago |
| 23 | Wires up an Airbyte connector for use in a PydanticAI, Claude SDK, or other agent. | airbytehq/ | 135 | — | ~1.7k | Automated safety check: Notes | Unknown | 2 days ago |
| 24 | Build batteries-included agents with planning, context management, subagent delegation, and sandboxed execution. | langchain-ai/ | 426 | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 25 | 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 | yesterday |
| 26 | Builds a complete agent with multiple Airbyte connectors using PydanticAI or Claude SDK. | airbytehq/ | 135 | — | ~1.7k | Automated safety check: Notes | Unknown | 2 days ago |
| 27 | Migrate Python LangChain, LangGraph, or Deep Agents applications to Pydantic AI and, when the source uses harness features, Pydantic AI Harness. | pydantic/ | 21k | — | ~2.5k | Automated safety check: Pass | MIT | today |
| 28 | 28.Tool Design Design and verify tools that AI agents can actually use — for any framework or language (MCP servers, LangChain/LangGraph, function-calling, raw JSON schema; TypeScript, Python, or otherwise). | agentailor/ | 132 | — | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 29 | 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/ | 426 | — | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 30 | 30.Chemgraph Develop, test, and extend ChemGraph -- an agentic framework for automated molecular simulations using LLMs, LangGraph, ASE, and MCP servers | argonne-lcf/ | 162 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | 31.Magic Resume How AI agents integrate with Magic Resume — read and safely edit a user's resumes through the native MCP server (@magic-resume/mcp). | Magic-Resume/ | 101 | — | ~663 | Automated safety check: Pass | MIT | today |
| 32 | Initialize, validate, and troubleshoot Deep Agents projects in Python or JavaScript using the deepagents package. | soba-labs/ | 107 | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 33 | Multi-agent orchestration framework for autonomous AI collaboration. | Orchestra-Research/ | 13k | 2 repos | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 34 | 34.Langchain Framework for building LLM-powered applications with agents, chains, and RAG. | Orchestra-Research/ | 13k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 35 | 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 | 19 days ago |
| 36 | 36.Tool Creator Create new tools or upgrade existing tools for the agent. An agent skill from AgentTeam-TaichuAI/ScienceClaw. | AgentTeam-TaichuAI/ | 671 | — | ~4.7k | Automated safety check: Pass | No licence | 5 mo ago |
| 37 | Decide which AI agent behaviors are worth an eval case, then write those cases — harness-, framework-, and language-agnostic. | agentailor/ | 132 | — | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 38 | Build LangChain agents with modern patterns. An agent skill from langchain-ai/skills-benchmarks. | langchain-ai/ | 118 | — | ~2.5k | Automated safety check: Pass | MIT | 19 days ago |
| 39 | Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. | HermeticOrmus/ | 112 | 10 repos | ~2.5k | Automated safety check: Pass | MIT | 6 days ago |
| 40 | Helps define agent tools with a fail-closed pattern: one class holding name, schema, security flags and a validate, permission and call execution chain. | simbajigege/ | 183 | — | ~2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 41 | 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 | — | ~3.1k | Automated safety check: Pass | MIT | 2 days ago |
| 42 | 42.AI Engineer Principal AI Architect and Machine Learning Engineer. An agent skill from Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI. | Dokhacgiakhoa/ | 508 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 43 | Guide to designing n8n AI agents: choosing between Agent, chain, classifier and extractor nodes, wiring model, memory, tools and parser, plus RAG and human review. | czlonkowski/ | 6.4k | — | ~6.8k | Automated safety check: Pass | MIT | 2 days ago |
| 44 | ALWAYS START HERE for any LangChain, Deep Agents, or LangGraph agent building project. | langchain-ai/ | 118 | — | ~4.1k | Automated safety check: Pass | MIT | 19 days ago |
| 45 | 当用户需要编写LangChain或LangGraph相关代码时,提供基于示例代码的编码辅助,包括RAG、Agent、工作流、工具定义、中间件等多种功能模块的实现指导。 | 5zjk5/ | 127 | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 26 days ago |
| 46 | 46.Module 1 This skill should be used when a learner is working through Module 1 ("Build an Agent") of the Build-an-Agent workshop and wants help understanding the concepts, notebooks, or code — e.g. | brevdev/ | 146 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 47 | LangChain / LangGraph engineering pitfalls and verified fixes. | ob-labs/ | 195 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 48 | Build agents with a prebuilt architecture and integrations for any model or tool. | langchain-ai/ | 426 | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |