ArtJack

AI Agent Bootcamp — AI skill for Claude Code

AI community

My journey building AI agents with Claude — progressively more advanced agentic systems.

How to install AI Agent Bootcamp

This entry records only its repository, not the path inside it, so there is no exact command to give. Open ArtJack/ai-agent-bootcamp and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What AI Agent Bootcamp does

My journey building AI agents with Claude — progressively more advanced agentic systems.

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README

AI Agent Bootcamp

A collection of progressively advanced AI agents built with the Anthropic Claude API. Part of my journey into AI engineering.

What's Inside

`hello_claude.py`

Basic API integration — single message request/response with token accounting.

`first_agent.py`

First multi-turn agent implementing the **ReAct pattern** (Reason + Act). Demonstrates:

Tool definition with JSON Schema
Agent loop with stop-reason handling
Parallel tool execution
Multi-turn reasoning

Tools: `get_weather`, `calculate`

`agent_v2.py`

Enhanced agent with production-grade features:

System prompt for behavior/personality control
Three tools including currency conversion
Graceful error handling for unknown inputs
Pre-emptive reasoning (agent skips tools when it knows they'll fail)
Structured logging of each turn and tool call

Tech Stack

Python 3.12
Anthropic Python SDK
python-dotenv for secret management

Setup

python3.12 -m venv venv
source venv/bin/activate
pip install anthropic python-dotenv

# Add your API key to .env
echo "ANTHROPIC_API_KEY=sk-ant-..." > .env

python agent_v2.py