ai-agent-camp

AI Agent Training for Non-Engineers - Complete Guide to Claude Code / Cursor / Codex

⚠️ Before you clone

Official repository (maintained by the authors):

https://github.com/minicoohei/ai-agent-camp

Running AI agents from this repo grants them shell, file-write, and external-API permissions on your machine. Forks and mirrors can silently alter lessons or skills. Before running any lesson, verify your clone:
python3 tools/scripts/verify_integrity.py
If the check reports a fork or missing files, review git diff upstream/main -- .claude/ skills/ tools/ scripts/ before proceeding. See docs/security-guardrails.md.

Releases & Downloads

Releases are cut from main as tags matching v* (semver). A single tag produces three language-specific zip archives, all attached to the same GitHub Release.

Download URL pattern (pinned, never moves once published):

https://github.com/minicoohei/ai-agent-camp/releases/download/{tag}/ai-agent-camp-{lang}-{tag}.zip

Language	Asset	Checksum
日本語	`ai-agent-camp-ja-{tag}.zip`	`ai-agent-camp-ja-{tag}.zip.sha256`
English	`ai-agent-camp-en-{tag}.zip`	`ai-agent-camp-en-{tag}.zip.sha256`
Español	`ai-agent-camp-es-{tag}.zip`	`ai-agent-camp-es-{tag}.zip.sha256`

Each zip contains courses/, skills/, .claude/, .cursor/, docs/ with language suffixes already stripped, plus a CHECKSUMS.txt covering every file inside.

For humans

# Latest release, any language
gh release download --repo minicoohei/ai-agent-camp --pattern 'ai-agent-camp-en-*.zip'

# Specific version
gh release download v0.1.0 --repo minicoohei/ai-agent-camp \
  --pattern 'ai-agent-camp-en-v0.1.0.zip'

For AI agents

Parse the  block above, then:

(optional) hit latest_tag_api to resolve the current tag
fill release_asset_pattern with {tag} and {lang}
download, verify against the matching .sha256 asset, unzip

If you only need the lesson manifest, use manifest_raw_pattern with the lang_suffix map to fetch courses/lessons.manifest[.en|.es].yaml directly from a ref (branch, tag, or commit SHA).

See docs/release-process.md for the full specification, versioning policy, rollback procedure, and a Python parsing sample.

Before the first tag is cut: there are no Release assets yet, so the URL pattern above will 404 until v0.1.0 ships. Until then, clone the repo directly (git clone https://github.com/minicoohei/ai-agent-camp.git) or fetch individual files via raw.githubusercontent.com/.../main/....

Project Overview
Key Features
Quick Start
Web Course (Recommended)
Tool Comparison
Learning Path
Directory Structure
Skill Matrix
Required APIs
Releases & Downloads
Documentation
FAQ
Contributing
Support

Project Overview

ai-agent-camp is a comprehensive training resource for non-engineering roles such as marketing, sales, planning, and administration to automate and streamline their work using AI agents like Claude Code, Cursor, and Codex.

Target Audience

People with no programming experience
Those who want to use AI tools in their daily work
Anyone interested in automation and data analysis
Teams looking to improve their overall AI literacy

Vision

Democratize AI agents from "tools for specialists" to "tools everyone can use," boosting productivity across the entire organization.

Key Features

Optimized for Non-Engineers
- No programming knowledge required
- Step-by-step tutorials
- Materials based on real business scenarios
Practical Skill Set
- 80+ ready-to-use commands
- 42+ implemented skills (including marketing and LP/HP creation)
- Business-specific workflow samples
Comprehensive Curriculum
- AI Fundamentals (Foundation) - 11 chapters
- Environment Setup - 3 chapters
- 20 core modules (Google Workspace, video production, requirements definition, marketing, and more)
- CursorBootcamp YAML metadata support (all chapters)
- Total study time: approx. 24 hours (30+ hours including exercises)
Security and Best Practices
- API key management guidelines
- Secure data handling methods
- Enterprise deployment guidance
Business Workflow Templates
- Customer support
- Sales processes
- Content marketing
- Onboarding automation
- Approval flow optimization

Quick Start

Prerequisites

Git installed
Python 3.9+
Internet connection
Cursor, Claude Code, or Codex available
Windows users: WSL2 + Ubuntu is required. Native Windows (PowerShell / cmd) is not supported. See docs/terminal-guide.md for WSL2 setup.

Which tool should I choose? Run /start-0-8 (Tool Selection Guide) to compare Cursor / Claude Code / Codex and find the best fit.

Quickest Way to Begin

Clone this repo
Read the entry point for your tool:
- Codex: AGENTS.md
- Claude Code: CLAUDE.md
- Cursor: .cursor/commands/lesson/start-0-1.md and other files in .cursor/commands/*
Review the safety rules:
- Codex: docs/codex-safety.md
- Claude Code / Cursor: docs/security-guardrails.md
Run setup verification:
- Codex: aiagent-check-setup
- Cursor: /check-setup
Start the first lesson with start-0-1

Create Your Own Repository

Copy this repository as your own private repo using one of these methods:

Method 1: Import Repository (GUI - Easy)

This can be done entirely through the GitHub web interface.

Log in to GitHub and select "+" > "Import repository" in the top right
Enter:
- Your old repository's clone URL: https://github.com/minicoohei/ai-agent-camp.git
- Repository name: any name (e.g., my-aiagent)
- Privacy: Select Private
Click "Begin import"

After import completes, clone your repository:

git clone https://github.com/{your-username}/my-aiagent.git
cd my-aiagent

Method 2: Clone & Push (Command Line)

For those comfortable with the terminal.

# 1. Create an empty Private repository on GitHub

# 2. Create a mirror clone
git clone --bare https://github.com/minicoohei/ai-agent-camp.git my-aiagent.git
cd my-aiagent.git

# 3. Set the new origin and push
git push --mirror https://github.com/{your-username}/my-aiagent.git

# 4. Clone again for regular use
cd ..
git clone https://github.com/{your-username}/my-aiagent.git

Pulling Updates from the Original Repository

When the source materials are updated, pull changes with:

# First time only: add the original repo as upstream
git remote add upstream https://github.com/minicoohei/ai-agent-camp.git

# Pull updates
git fetch upstream
git merge upstream/main

If you use Cursor, you can run /update-material in chat to do the same thing.

Note: If you have made local changes, merge conflicts may occur. Resolve them manually.

Installation Steps

1. Clone the Repository

git clone https://github.com/minicoohei/ai-agent-camp.git ~/ai-agent-camp
cd ~/ai-agent-camp

2. Set Up Environment Variables

# First, prepare the key entry in .env.local
uv run python tools/credential_manager.py prepare-dotenv GEMINI_API_KEY

# After saving, optionally migrate to the Credential Store
# uv run python tools/credential_manager.py import-dotenv GEMINI_API_KEY --delete

Do not paste API keys in chat. Save them in .env.local.

3. Install Python Dependencies

# Install dependencies with uv
uv sync

4. Start the Course

# Open the course in a browser
# macOS: open https://ai-agent.camp
# WSL2:  wslview https://ai-agent.camp   (or just open the URL in your Windows browser)

# Open the workspace in Cursor
cursor .

# Claude Code and Codex also work with the same repo
claude
codex

Getting Started by Tool

Cursor

/check-setup
/overview
/start-0-1

Claude Code

Read CLAUDE.md
Review docs/security-guardrails.md
After setup verification, proceed to the lesson flow

Codex

Read AGENTS.md
Open docs/codex-guide.md
Run aiagent-check-setup skill for environment verification
Pass start-0-1 to the aiagent-lesson-runner skill to start the first lesson

Web Course (Recommended)

Want a guided, structured learning experience?

AI Agent Camp offers a comprehensive web-based course with 28 modules, 100+ lessons, and 70+ practical skills — including a 24/7 AI tutor and a dedicated desktop app for automated environment setup.

The web course covers the same curriculum as this repository, plus additional content and interactive features designed for non-engineers.

👉 Start learning at ai-agent.camp

Tool Comparison

The materials themselves are shared. The differences are in how you enter and interact.

Item	Codex	Claude Code	Cursor
Entry point	`AGENTS.md`	`CLAUDE.md`	`.cursor/commands/*`
Start lesson	`aiagent-lesson-runner`	Claude lesson flow	`/start-*`
Setup check	`aiagent-check-setup`	Claude-side check	`/check-setup`
Safety model	sandbox + approval	Claude hooks + permissions	Cursor rules + commands
Lesson ID	`start-*`	`start-*`	`start-*`

Common points:

All tools use the same repository
All tools use the same lesson IDs
Security principles for secrets and Git are the same

Basic rules for learners:

Keep small tasks lightweight
Write a short plan before starting large tasks
Read the relevant safety guide before touching Git, MCP, or secrets

Learning Path

Phase 1: Foundation (AI Fundamentals) - 5 hours

Learn the basics of AI agents across 11 chapters.

Chapter	Content	Study Time
0-1	How LLMs Work - Fundamental Principles	30 min
0-2	Token Concepts and Calculation	30 min
0-3	What Are AI Agents	30 min
0-4	Context Engineering and Prompting	30 min
0-5	How to Use Cursor	25 min
0-6	MCP (Model Context Protocol)	25 min
0-7	Multimodal AI	25 min
0-8	RAG (Retrieval-Augmented Generation)	25 min
0-9	Skills / SubAgents / Agent Teams	25 min
0-10	Hallucination Prevention	25 min
0-11	AI Security	25 min

Learning Objectives

Understand the fundamentals of LLMs
Know what tokens are
Grasp AI agent concepts
Write better prompts
Understand how MCP, RAG, and multimodal systems work
Recognize security risks when using AI

Phase 2: Setup (Environment Setup) - 1.5 hours

Prepare to actually use AI agents.

Module	Content	Study Time
0	Claude Code / Cursor Setup	30 min
0.5	Extensions and Customization	15 min
0.9	API Key Setup and Authentication	45 min

Learning Objectives

Install Claude Code / Cursor
Manage API keys securely
Complete basic configuration

Phase 3: Core Modules - 17.5 hours

Acquire skills you can use in real work.

#	Module	Key Skills	Lessons	Difficulty
1	Banner & Image Generation	banner-creator, nanobanana	3	★
2	Diagrams & Flowcharts	diagram-generator, PlantUML	3	★★
3	Tutorials	screenshot-analyzer, tutorial-generator	6	★★
4	Google Workspace	gogcli, Gmail, Calendar, Drive, Sheets	7	★★★
5	PPTX Analysis & Editing	pptx-analyzer, pptx-creator, pptx-converter	2	★★
6	Agent Development	Commands/Skills creation, customization	5	★★★★
7	Skills & Commands	Skill design, SKILL.md implementation, testing, design patterns	8	★★★★
8	Data Analysis & EDA	data-analyst, BigQuery, Marimo	4	★★★
9	Slack Integration	slack-search, check-inbox, task-manager	2	★
10	GAS Automation	gas-clasp-ops, Calendar, Sheets	3	★★★
11	GitHub Actions	Workflow, Secrets, CI/CD	2	★★★
12	Notion Integration	Notion MCP, DB operations, ncli	6	★★
13	LP/HP Creation	Messaging, wireframes, Pencil design, HTML, Vercel deploy	5	★★★
14	Article Writing	article-writer, copy-editing, fact-checker	7	★★★
15	Video Production	Kling, HeyGen, Veo, Remotion, MV	8	★★★
16	Email/LINE Automation	email-sequence, Resend, LINE API	8	★★★
17	Marketing	X posts, SEO research, copywriting, design mocks	4	★★★
18	Requirements & System Dev	pm-toolkit, test-planner, Notion integration	20	★★★★★
19	Microsoft Office (Outlook)	Outlook MCP integration	1	★★
20	Freee/MoneyForward	Freee MCP accounting data operations	1	★★

Total study time: approx. 24 hours (30+ hours including exercises and hands-on tasks)

Learning Options

Recommended order (Beginners)

Module 1 → Module 2 → Module 3 → Module 5 → Module 6 → Module 8

Recommended order (Business Efficiency Focus)

Module 4 → Module 9 → Module 10 → Module 11 → Module 12 → Module 8

Recommended order (Creative Focus)

Module 1 → Module 2 → Module 3 → Module 15 → Module 13 → Module 14

Recommended order (Marketing Focus)

Module 1 → Module 17 → Module 13 → Module 15 → Module 14 → Module 16

CursorBootcamp YAML Metadata

YAML metadata for the CursorBootcamp platform is stored in courses/aiagent/. Each chapter includes practice/ (exercises) and final/ (final assignments).

Lesson	Chapters	Content
Lesson 01: Foundation	11	LLM basics, Tokens, Agents, Context Engineering, MCP, Multimodal, RAG, SubAgents, Hallucination, Security
Lesson 02: Setup	3	Environment setup, Extensions, API configuration
Lesson 03: Core	20	Banner through Marketing (all core modules)

All chapters include practice/final content.

Directory Structure

ai-agent-camp/
│
├── courses/                              # Curriculum source of truth
│   ├── lessons.manifest.yaml             # Lesson manifest
│   └── aiagent/
│       ├── course.yaml / .en.yaml / .es.yaml  # Course definition (multilingual)
│       ├── cover.png                     # Course cover image
│       ├── lesson01-foundation/          # Fundamentals (11 chapters)
│       │   └── ch01 ~ ch11/             # LLM, Tokens, Agents, MCP, RAG, Security, etc.
│       ├── lesson02-setup/              # Environment setup (3 chapters)
│       │   └── ch01 ~ ch03/             # Environment, Extensions, API setup
│       └── lesson03-core/               # Core skills (20 modules)
│           └── ch01 ~ ch20/             # Banner through Freee (practice/final included)
│
├── .cursor/commands/                     # 80+ commands
│   ├── lesson/                          # Learning commands (52+)
│   │   ├── /start-0-1 ~ /start-0-8     # Module 0: Setup
│   │   ├── /start-1-1 ~ /start-1-3     # Module 1: Banners
│   │   ├── /start-2-1 ~ /start-2-3     # Module 2: Diagrams
│   │   ├── /start-3-1 ~ /start-3-6     # Module 3: Tutorials
│   │   ├── /start-4-1 ~ /start-4-7     # Module 4: Google Workspace
│   │   ├── /start-5-1 ~ /start-5-2     # Module 5: PPTX
│   │   ├── /start-6-1 ~ /start-6-5     # Module 6: Agent Development
│   │   ├── /start-7-1 ~ /start-7-8     # Module 7: Skills/Commands
│   │   ├── /start-8-1 ~ /start-8-4     # Module 8: Data Analysis
│   │   ├── /start-9-1 ~ /start-9-2     # Module 9: Slack
│   │   ├── /start-10-1 ~ /start-10-3   # Module 10: GAS
│   │   ├── /start-11-1 ~ /start-11-2   # Module 11: GitHub Actions
│   │   ├── /start-12-1 ~ /start-12-6   # Module 12: Notion
│   │   ├── /start-13-1 ~ /start-13-5   # Module 13: LP Creation
│   │   ├── /start-14-1 ~ /start-14-7   # Module 14: Article Writing
│   │   ├── /start-15-1 ~ /start-15-8   # Module 15: Video Production
│   │   ├── /start-16-1 ~ /start-16-8   # Module 16: Email/LINE Automation
│   │   ├── /start-17-1 ~ /start-17-4   # Module 17: Marketing
│   │   ├── /start-18-1 ~ /start-18-20  # Module 18: Requirements/System Dev
│   │   ├── /start-19-1                  # Module 19: Outlook (in progress)
│   │   └── /start-20-1                  # Module 20: Freee/MoneyForward (in progress)
│   │
│   └── utility/                         # Utility commands (28+)
│       ├── /check-setup                 # Setup verification
│       ├── /overview                    # Project overview
│       ├── /guide                       # Usage guide
│       ├── /tutor                       # Interactive help
│       ├── /update-material             # Update materials to latest
│       └── ... other helpers
│
├── skills/                              # 42+ reusable skills
│   │
│   │  -- Image & Banner Generation --
│   ├── banner-creator/                  # SNS banner generation
│   ├── nanobanana/                      # General image generation/editing
│   ├── diagram-generator/              # Infographic generation
│   │
│   │  -- Screenshots & Tutorials --
│   ├── screenshot-analyzer/             # Screenshot analysis
│   ├── screenshot-annotator/            # Screenshot annotation
│   ├── tutorial-generator/              # Auto tutorial generation
│   │
│   │  -- Document Processing --
│   ├── pptx-analyzer/                   # PPTX structure analysis
│   ├── pptx-converter/                  # PPTX template conversion
│   ├── pptx-creator/                    # Topic to PPTX auto-generation
│   ├── document-processor/              # PDF/Word processing
│   ├── pdf-compressor/                  # PDF compression
│   │
│   │  -- Video & Media --
│   ├── storyboard-generator/            # Storyboard + Kling video generation
│   ├── video-frame-reader/              # Video keyframe extraction
│   ├── media-generator/                 # Media file generation
│   │
│   │  -- Data Analysis & Auth --
│   ├── data-analyst/                    # Data analysis & EDA
│   ├── bigquery-auth/                   # BigQuery authentication
│   ├── gcp-auth/                        # GCP authentication & setup
│   │
│   │  -- Slack & Communication --
│   ├── check-inbox/                     # Email/Slack TODO extraction
│   ├── slack-search/                    # Slack semantic search
│   ├── slack-task-manager/              # Slack task management
│   ├── slack-unanswered/                # Unanswered message detection
│   │
│   │  -- GAS & Others --
│   ├── gas-clasp-ops/                   # Google Apps Script operations
│   ├── lp-designer/                     # LP/HP creation workflow
│   │
│   │  -- Marketing (20 skills) --
│   ├── ab-test-setup/                   # A/B test design & implementation
│   ├── analytics-tracking/              # GA4/GTM tracking
│   ├── competitor-alternatives/          # Competitor comparison pages
│   ├── content-strategy/                # Content strategy
│   ├── copy-editing/                    # Copy editing & review
│   ├── copywriting/                     # Marketing copy
│   ├── email-sequence/                  # Email sequences
│   ├── free-tool-strategy/              # Free tool strategy
│   ├── launch-strategy/                 # Launch strategy
│   ├── marketing-ideas/                 # Marketing ideas
│   ├── marketing-psychology/            # Marketing psychology
│   ├── paid-ads/                        # Paid ad campaigns
│   ├── pricing-strategy/                # Pricing strategy
│   ├── product-marketing-context/       # Product marketing
│   ├── programmatic-seo/                # Programmatic SEO
│   ├── referral-program/                # Referral programs
│   ├── schema-markup/                   # Structured data
│   ├── seo-audit/                       # SEO audits
│   └── social-content/                  # Social media content
│
├── data/                                # Minimum data for lessons/Codex
│   ├── codex-command-manifest.json      # Codex routing definitions
│   ├── google-sync/                     # Google sync scripts & templates
│   ├── slack-sync/                      # Slack sync scripts & data
│   └── videos/                          # Sample videos for lessons
│
├── tests/                               # Test suite
│   ├── e2e/                             # End-to-end tests
│   ├── security/                        # Security tests
│   ├── skills/                          # Skill tests
│   ├── knowledge_base/                  # Knowledge base tests
│   └── tools/                           # Tool tests
│
├── tools/                               # Python scripts & utilities
│   ├── ugc/                             # Video generation engine
│   │   ├── remotion/                    # Remotion (React video)
│   │   └── ... other video tools
│   └── ... other utilities
│
├── docs/                                # Documentation
│   ├── commands-reference.md            # Full commands reference
│   ├── skills-reference.md              # Full skills reference
│   ├── security-guardrails.md           # Security guardrails
│   ├── codex-guide.md                   # Codex getting started guide
│   ├── codex-safety.md                  # Codex safety guide
│   ├── troubleshoot.md                  # Troubleshooting
│   ├── i18n-glossary.md                 # Internationalization glossary
│   ├── images/                          # Documentation images
│   ├── bootcamp/                        # Bootcamp materials
│   ├── generated/                       # Generated content
│   └── setup-guides/                    # API setup guides
│       └── docs/
│           ├── GEMINI_API_SETUP.md
│           ├── SLACK_TOKEN_SETUP.md
│           ├── GOOGLE_OAUTH_SETUP.md
│           ├── BIGQUERY_SETUP.md
│           ├── NOTION_API_SETUP.md
│           └── GITHUB_SECRETS_SETUP.md
│
├── .cursor/                             # Cursor rules
│   └── rules/                           # Custom rules
│
├── .claude/                             # Claude Code configuration
│   ├── commands/                        # Claude commands
│   └── hooks/                           # Claude hooks
│
├── .github/                             # GitHub Actions
│   └── workflows/                       # CI/CD workflows
│
├── .githooks/                           # Git hooks
│   └── pre-commit                       # Pre-commit rules
│
├── .env.example                         # Environment variable template
├── .gitignore                           # Git ignore rules
├── AGENTS.md                            # Codex guide
├── CLAUDE.md                            # Claude Code guide
├── PROGRESS_CHECKLIST.md                # Learning progress checklist
├── package.json                         # NPM package config
├── requirements.txt                     # Python dependencies
├── requirements-test.txt                # Test dependencies
└── README.md                            # This file

Skill Matrix

Skills Acquired After Completion

Skills by Category

Data Processing & Analysis

Data analysis with BigQuery
Exploratory Data Analysis (EDA) with Python
CSV/Excel file processing
Data visualization

Content Generation

AI image generation
SNS banner & thumbnail creation
Infographic & diagram generation
Automated screenshot annotation

Video & Media

AI video generation (Kling, HeyGen)
Automated short video creation
Keyframe extraction & analysis
Automated storyboard generation

Document Processing

Automated PPTX slide generation & editing
PDF processing & compression
Word document operations
Document content analysis

Communication Automation

Slack workflow automation
Email TODO auto-extraction
Chatbot development
Message routing

Business Automation

Google Sheets/Calendar automation
GAS (Google Apps Script) development
CI/CD with GitHub Actions
Notion database operations

AI Agent Development

Custom Command creation
Custom Skill development
LLM prompt optimization
Workflow design

Marketing & CRO

A/B test design & implementation
SEO audits & programmatic SEO
Copywriting & copy editing
Email sequences & social media content
Ad campaigns & pricing strategy
GA4 / GTM tracking implementation

LP/HP Creation

Messaging & copywriting
Wireframe creation
Pencil MCP design
HTML/CSS/JS implementation
Vercel deployment

Skills by Module

Module	Skills Acquired	Applications
1	Image generation, banner creation	SNS marketing, presentations
2	Flowcharts, diagrams	Process design, system design
3	Screenshot analysis, tutorials	Manual creation, UI/UX improvement reports
4	Google Workspace integration	Gmail analysis, Calendar management, Drive operations, AI assistant
5	PowerPoint automation	Presentation materials, periodic reports
6	Agent development	Commands/Skills creation, custom tools
7	Skill/Commands design	Business-specific skills, design patterns
8	Data analysis, visualization	Business analysis, report automation
9	Slack integration, task management	Notification automation, team efficiency
10	GAS automation	Schedule management, data integration
11	GitHub Actions	CI/CD pipelines, automated testing
12	Notion integration	Knowledge management, project management
13	LP/HP creation	Messaging, wireframes, design, implementation, deployment
14	Article writing	Theme setting, style application, proofreading, fact-checking
15	AI video generation	Product introductions, music videos, slide videos
16	Email/LINE automation	Email sequences, LINE Bot
17	Marketing	X posts, SEO, copywriting
18	Requirements & system dev	PRD, design, testing, Notion export
19	Outlook integration	Microsoft Office integration (in progress)
20	Freee/MoneyForward	Accounting data operations (in progress)

Required APIs

Required

API	Description	Where to Get	Purpose
Gemini API	Google's generative AI API	Google AI Studio	Image generation, text analysis, content creation

Strongly Recommended (Required for Modules 4, 8, 9, 12)

API	Description	Where to Get	Purpose	Required Module
Google OAuth	Google account integration	Google Cloud Console	Gmail, Calendar, Drive operations	4, 10
BigQuery	Google's SQL data warehouse	Google Cloud Console	Large-scale data analysis	8
Slack API	Slack workspace integration	Slack App Directory	Message retrieval, auto-replies	9
Notion API	Notion workspace integration	Notion Integrations	Database operations	12

Optional (Recommended for Module 15)

API	Description	Where to Get	Purpose
FAL.ai	AI image/video generation	fal.ai	Fast image generation
Kling AI	Text-to-video generation	Kling	Automated short video creation
HeyGen	Avatar video generation	HeyGen	Automated explainer videos
Google Veo	AI video generation model	Google AI Studio	High-quality video generation
GitHub Token	GitHub integration	GitHub Settings	CI/CD operations

API Key Setup Steps

Refer to the following guides for details:

Documentation

Learning Materials

Document	Description
courses/aiagent	Curriculum source of truth
docs/codex-guide.md	Codex getting started guide
Learning Checklist	Progress tracking checklist

Reference

Document	Description
Commands Reference	Full reference for 80+ commands
Skills Reference	Detailed info on 42+ skills
Claude Code Guide	Claude Code specific features

API Setup Guides

All guides are in the docs/setup-guides/docs/ directory:

docs/setup-guides/docs/
├── GEMINI_API_SETUP.md      # Gemini API
├── GOOGLE_OAUTH_SETUP.md    # Google OAuth
├── BIGQUERY_SETUP.md        # BigQuery
├── SLACK_TOKEN_SETUP.md     # Slack
├── NOTION_API_SETUP.md      # Notion
└── GITHUB_SECRETS_SETUP.md  # GitHub Secrets

Troubleshooting

See the Troubleshooting Guide for solutions to common issues.

FAQ

Setup

Q: What if Python is not installed?

A: Download and install from:

Python Official
Check "Add Python to PATH" during installation

Q: I can't install packages on macOS

A: Use Homebrew:

brew install python3

Q: Can I proceed without certain API keys?

A: Yes. Only the Gemini API is required. Others can be obtained when you reach the relevant module.

Learning

Q: Is this OK for someone with no programming experience?

A: Yes. All commands and skills are designed to work without programming knowledge.

Q: Is the module order fixed?

A: No. You can study in any order you like. However, we recommend completing the Foundation modules (0-1 through 0-4) first.

Q: How long does the course take?

A: The lecture content takes about 24 hours. Including exercises and hands-on tasks, expect 30+ hours. At 2-3 hours per day, you can complete it in about 2 weeks.

Q: Is there a certificate of completion?

A: You can track your progress with the checklist in PROGRESS_CHECKLIST.md.

Practical Application

Q: Can I customize this for my own work?

A: Yes. Module 6 (Agent Development) and Module 7 (Skills/Commands) teach you how to create custom Commands and Skills.

Q: We're considering organization-wide adoption.

A: Please open an Issue to discuss licensing and enterprise customization.

Q: We need stricter security.

A: Refer to Security Guardrails for security best practices. Enterprise configurations are possible.

Contributing

We welcome your feedback and suggestions for improvement!

Bug Reports & Feature Requests

Check Issues for existing reports
Create a new Issue if needed
Follow the template and provide detailed information

Pull Requests

Fork this repository
Create a feature branch (git checkout -b feature/amazing-feature)
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing-feature)
Create a Pull Request

Documentation Improvements

Typo fixes and wording improvements are also welcome. Please submit PRs with:

The target file clearly identified
The reason for the improvement
A proposed fix if possible

Questions & Discussion

Issues can be written in English or Japanese. The community is multilingual.

Support

Documentation

Questions & Help

Method	Use For
GitHub Issues	Bug reports, feature requests, technical questions
Discussions	General questions, information sharing, idea proposals

In-Tool Help

# Setup check
Cursor: /check-setup
Codex: aiagent-check-setup

# Usage guide
/guide

# Project overview
/overview

# Interactive help
/tutor

# About a specific module
/help-module-1

ai-agent-camp

⚠️ Before you clone

Releases & Downloads

For humans

For AI agents

Table of Contents

Project Overview

Target Audience

Vision

Key Features

Quick Start

Prerequisites

Quickest Way to Begin

Create Your Own Repository

Method 1: Import Repository (GUI - Easy)

Method 2: Clone & Push (Command Line)

Pulling Updates from the Original Repository

Installation Steps

1. Clone the Repository

2. Set Up Environment Variables

3. Install Python Dependencies

4. Start the Course

Getting Started by Tool

Cursor

Claude Code

Codex

Web Course (Recommended)

Tool Comparison

Learning Path

Phase 1: Foundation (AI Fundamentals) - 5 hours

Phase 2: Setup (Environment Setup) - 1.5 hours

Phase 3: Core Modules - 17.5 hours

Learning Options

CursorBootcamp YAML Metadata

Directory Structure

Skill Matrix

Skills Acquired After Completion

Skills by Category

Skills by Module

Required APIs

Required

Strongly Recommended (Required for Modules 4, 8, 9, 12)

Optional (Recommended for Module 15)

API Key Setup Steps

Documentation

Learning Materials

Reference

API Setup Guides

Troubleshooting

FAQ

Setup

Learning

Practical Application

Contributing

Bug Reports & Feature Requests

Pull Requests

Documentation Improvements

Questions & Discussion

Support

Documentation

Questions & Help

In-Tool Help

Other Resources

Related Resources

Official Documentation

Community

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