开发

langchain

Helps build and compare LangChain-based LLM applications, including LCEL chains, RAG pipelines, tool-using agents, framework integrations, deployment, and observability.

★ 88 GitHub Stars
94 质量评分
17 文件

关于此 Skill

Build LLM applications with LangChain. Use when working with LangChain or comparing LLM application frameworks. Do not use this skill for unrelated requests; route to the nearest named specialist.

使用场景

  • Build LCEL chains
  • Implement RAG pipelines
  • Create tool-using agents
  • Migrate from AgentExecutor to create_agent
  • Deploy and observe LLM applications

功能

  • LangChain v1 architecture guidance
  • LCEL, RAG, and agent pattern references
  • Python templates for chains, RAG, agents, and deployment
  • Integration and troubleshooting guidance
  • Setup verification script

要求

  • Python
  • LangChain

支持的 Agent

未指定

Skill 文件

相关 Skills

electronics

Guides agents in designing, reviewing, prototyping, measuring, and troubleshooting electronic circuits using component evidence, worst-case analysis, interface contracts, and stag…

magnus919/agent-skills ★ 88
electronics circuit design analog digital

supabase

Guides agents in developing, testing, deploying, and administering managed or self-hosted Supabase projects, including migrations, RLS, client types, services, backups, upgrades, …

magnus919/agent-skills ★ 88
supabase postgres database migrations row-level security

langgraph

Helps design, implement, evaluate, debug, and deploy stateful multi-agent workflows with LangGraph, including supervisor, swarm, hierarchical, persistence, subgraph, and human-in-…

magnus919/agent-skills ★ 88
langgraph multi-agent agent orchestration stateful workflows

digital-twin

Guides agents in designing, evaluating, governing, operating, evolving, and retiring digital twins and federated twin universes with synchronization, simulation, authority, and li…

magnus919/agent-skills ★ 88
digital twins digital thread simulation predictive maintenance

migration-engineering

Guides agents through safe cross-system migrations involving data, schemas, interfaces, infrastructure, and service ownership, using compatibility windows, dual-running, reconcili…

magnus919/agent-skills ★ 88
migration data migration schema migration api migration

software-architecture

Guides system-level architecture decisions from business drivers through boundaries, tradeoffs, runtime behavior, evolution, evidence, and architecture reviews.

magnus919/agent-skills ★ 88
software architecture architecture design distributed systems modularity

hugo-theme

Helps agents build, customize, and debug Hugo themes, including templates, asset pipelines, shortcodes, render hooks, content organization, performance, SEO, accessibility, and CI…

magnus919/agent-skills ★ 88
hugo themes templates asset pipeline

multi-tenant-saas-architecture

Guides agents in designing and reviewing multi-tenant SaaS architectures, covering tenant semantics, system planes, isolation choices, onboarding, entitlements, billing handoffs, …

magnus919/agent-skills ★ 88
multi-tenant saas control-plane application-plane