workshop.institute
workshops

hands-on workshops for coding agents.

Each workshop runs from your terminal in your coding agent. Pick one, install it with one command, and walk the lessons at your own pace.

Showing 9 of 9

Claude Certified Architect

6-part series

Configure Claude Code the way an architect would: custom slash commands, project skills, plan mode workflow, a CLAUDE.md hierarchy that actually guides the model, CI integration, and batch processing. Each lesson builds one feature of a naive PR review CLI — bad output quality is intentional. The next workshop in the series fixes the prompt; this one fixes the environment.

6 workshops · 44 lessons Start the series →
claude-codetypescriptclici-cd

Intro to SQL

sql-intro-workshop

Learn to query a real dataset in SQL — 15 short lessons against the Chinook digital music store.

15 lessons · 3 phases View →
sqlsqlitebeginnerdata

Build a Real MCP Server

mcp-workshop

Thirteen lessons. End up with a production-shaped MCP server you understand top to bottom.

13 lessons · 1 phases View →
mcpclaude-codetypescriptaws

Claude Code Basics

claude-code-basics

Learn to drive Claude Code — tools, context, permissions, plan mode, subagents — on a real folder, without writing a line of code yourself.

10 lessons · 3 phases View →
claude-codefundamentalspythonagents

Git Basics

git-basics

Build a GitHub repo from nothing — keys, signed commits, PR-only main, hooks and CI — by directing Claude Code and judging what it did.

10 lessons · 3 phases View →
gitgithubclaude-codeci

ML Foundations

ml-foundations

Turn a raw event log into a model you can defend — and learn when a pre-trained tabular model beats the one you built.

10 lessons · 3 phases View →
pythonmachine-learningnotebooksdata-science

Introduction to NEXUS

nexus

Build, evaluate, and operate ML models on the NEXUS platform — from first fit to production lifecycle.

9 lessons · 3 phases View →
pythonmachine-learningnotebooksdata-science

Build an LLM Evals Harness

evals-workshop

Eight lessons. Ship a reusable evals harness — golden sets, structural + LLM judges, regression detection, CI integration.

8 lessons · 2 phases View →
evalsanthropic-apitypescriptci

Build Your First Skill

skill-authoring

Write a working Claude skill from scratch in three lessons. Take home a weekly retrospective skill you actually use.

3 lessons · 1 phases View →
skillscoworknovicedirector-mode

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