Dive Into LangGraph

Reference-backed LangGraph 1.0 / LangChain 1.x agent-building guide with 11 chapters

Tested · Works

Test report

Verdict
Tested · Works
Score
8.4/10
Tested
Jul 17, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · fb6fb62

Built the skill's exact create_agent + ToolRuntime[Context] permission pattern against a freshly installed langgraph 1.2.9 / langchain 1.3.14: it compiled into a valid 4-node agent graph, whereas a from-memory baseline reaches for the now-legacy langgraph.prebuilt.create_react_agent. The reference API is current and verified, though the 11 chapters are in Chinese, which the description does not warn about.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 7/10
  • Docs & honesty 4/5

What Dive Into LangGraph does

A bundled reference guide for building agents with LangGraph 1.0 and LangChain 1.x: ReAct agents via create_agent, StateGraph workflows, middleware, memory, MCP servers, supervisors, RAG and web search. Triggers when you ask how to build or wire up a LangGraph agent. Reference chapters are written in Chinese.

How to install Dive Into LangGraph

git clone https://github.com/luochang212/dive-into-langgraph
mkdir -p ~/.claude/skills
cd dive-into-langgraph && cp -r skills/dive-into-langgraph ~/.claude/skills/dive-into-langgraph

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Dive Into LangGraph

  • /dive-into-langgraph Reference-backed LangGraph 1.0 / LangChain 1.x agent-building guide with 11 chapters

It also activates on plain-language prompts like these:

  • Build a ReAct agent with LangGraph 1.0 using create_agent
  • How do I wire up memory and MCP servers in a LangGraph workflow?
  • Set up a supervisor agent with StateGraph and middleware

Frequently asked questions

Is the Dive Into LangGraph skill free?
Yes. The skill itself is free from luochang212/dive-into-langgraph. SkillProof publishes the install command and an independent test verdict at no cost.
Does Dive Into LangGraph work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Built the skill's exact create_agent + ToolRuntime[Context] permission pattern against a freshly installed langgraph 1.2.9 / langchain 1.3.14: it compiled into a valid 4-node agent graph, whereas a from-memory baseline reaches for the now-legacy langgraph.prebuilt.create_react_agent. The reference API is current and verified, though the 11 chapters are in Chinese, which the description does not warn about.
What is the Dive Into LangGraph SkillProof Score?
8.4/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 4/5.
How do I install Dive Into LangGraph?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Dive Into LangGraph with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.