multi-agent

AgentGuide

Name: AgentGuide
Author: adongwanai

10,373 stars+754★ this week981 forksMDXUpdated 9/15/2026100% free · open source

What it does

AgentGuide is a ready‑to‑run, interactive tutorial site that walks you through building multi‑agent AI applications with LangGraph, advanced RAG, and reinforcement‑learning techniques.

When to use it

•You want a step‑by‑step codebase to prototype a multi‑agent workflow (e.g., a sales‑assistant + research bot).
•Your team needs concrete LangGraph examples and reusable snippets for building RAG pipelines.
•You’re preparing for a data‑science or AI‑engineer interview and need interview‑style questions and answer generators.

Ready-to-paste prompt

python examples/rag_agent.py "Generate a concise market‑analysis report on AI‑driven customer support, citing the top three recent research papers."

Heads up: The example agents call OpenAI’s API; you must have a valid `OPENAI_API_KEY` (or Azure/OpenAI endpoint) set before running any Python scripts, otherwise the server will crash with a 401 error.

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/8af005f7-5871-4815-9dd8-4162626e092d && curl -fsSL https://workflowstacks.com/api/skills/8af005f7-5871-4815-9dd8-4162626e092d/claude-skill -o ~/.claude/skills/8af005f7-5871-4815-9dd8-4162626e092d/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How AgentGuide works

Codeflow

Free to inspect

AgentGuide is mostly documents (178 doc files, 27 small scripts) — something you read, not something you run. There is nothing to install. Last commit this month, no license file.

Size

Mostly documents

178 documents · 27 small scripts · days to read — use, don't read

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

MDX 36%Astro 20%Python 13%CSS 11%TypeScript 8%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
examples/README.md
A worked example — copy this to get going

What's in each folder

apps/Sub-packages / plugins111 files

docs/Documentation111 files

examples/Examples you can copy6 files

resources/Folder89 files

projects/Folder4 files

figures/Folder3 files

scripts/Helper scripts3 files

.github/CI / automation (GitHub Actions)6 files

READMEHas testsDocumentedCI checksExamples includedNo licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/8af005f7-5871-4815-9dd8-4162626e092d && curl -fsSL https://workflowstacks.com/api/skills/8af005f7-5871-4815-9dd8-4162626e092d/claude-skill -o ~/.claude/skills/8af005f7-5871-4815-9dd8-4162626e092d/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

adongwanai

Language

MDX