Dive Into LangGraph
Reference-backed LangGraph 1.0 / LangChain 1.x agent-building guide with 11 chapters
Test report
- Verdict
- Tested · Works
- Score
- 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-langgraphReference-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.