This guide introduces the superpowers plugin for Claude Code — a collection of skills that bring structured workflows to AI-assisted development.
Workshop demo project under review. A brainstorm of candidate W1 demo projects (and their W2 extensions) is in progress at docs/workshops-brainstorming/2026-05-01-w1-demo-candidates-brainstorm.md. The PromptCraft-based materials below describe the current baseline; the brainstorm evaluates whether to keep, replace, or split it across the two workshops.
- Data scientists building LLM-powered tools and pipelines
- AI engineers working with Claude Code daily
- Both newcomers to AI-assisted coding and experienced users looking to level up
Three key skills that transform chaotic prompting into systematic development:
- Brainstorming — Turn rough ideas into validated designs before writing code
- Code Review — Systematic review with technical rigor (not performative agreement)
- Subagent-Driven Development — Fresh agents per task with two-stage review
- Introduction — Why structured workflows matter
- Tutorial — Build a prompt engineering helper step-by-step
Throughout this guide, we build PromptCraft — a Streamlit app that helps refine LLM prompts. It's meta (using Claude to build Claude tools), practical, and demonstrates all three skills in action.
A two-workshop curriculum built on top of this guide, aimed at a consultancy audience (data scientists, data engineers, AI engineers, BI employees) for shipping deployment-ready code with Claude Code. Each workshop is available in 60-min (vital) and 90-min (vital + bonus) versions; the 90-min is a strict superset.
Covers the everyday primitives, then pivots mid-workshop to superpowers as the integrating workflow. Demo arc: live brainstorm of PromptCraft → reveal of the existing solution branch as the cooked-turkey payoff.
Topics: CLAUDE.md · Context · Compaction · Plan Mode · Checkpoints · Permissions · Slash Commands · Plugins (install) · Brainstorming · Writing-plans · Subagent-driven development.
~70% consume / 30% author. Tour of professional-grade MCPs (Context7, GitHub MCP, Snowflake MCP) followed by a short authoring snack — write a custom skill in 5 minutes. The 90-min bonus combines Snowflake MCP with a PreToolUse safety hook that blocks destructive SQL on prod databases.
Topics: MCP concept · Context7 · GitHub MCP · Snowflake MCP · Headless mode · Plugin marketplaces · Skills authoring · Hooks · Custom subagents (mention) · Plugin publishing (mention).
The full design, plan, and content artifacts live in docs/superpowers/:
- Spec: docs/superpowers/specs/2026-04-15-claude-code-workshops-design.md
- Plan: docs/superpowers/plans/2026-04-15-claude-code-workshops.md
- Slide-by-slide content specs: workshop-1/slides.md, workshop-2/slides.md
- Presenter scripts: workshop-1/presenter-script.md, workshop-2/presenter-script.md
- Demo scripts (4 main + 2 bonus): workshop-1/, workshop-2/
- Engineered demo prompts: magic-prompts.md
- Pre-workshop attendee checklists: pre-workshop-w1.md, pre-workshop-w2.md
- Rehearsal + risk register: rehearsal-checklist.md
- Slide 3 rewrite: slide-3-rewrite.md (corrects the existing pptx)
- Demo asset files: demo-assets/ — example CLAUDE.md, custom skill, Snowflake safety hook
The current draft pptx (and PDF export) lives at docs/superpowers/workshops/Claude Code Capabilities Workshop.pptx. The user and a co-presenter build the actual decks themselves from the content specs above.
Workshop content is complete (17 of 21 plan tasks done). The remaining 4 tasks are paused pending partner review of the slide specs, presenter scripts, and demo scripts. Once approved, these can be resumed:
- Task 18 — custom Skill asset for the W2 Demo 2 authoring demo (
demo-assets/w2-demo2-skill/.claude/skills/review-prompt-quality/SKILL.md) - Task 19 — Snowflake safety hook asset for the W2 90-min bonus demo (
demo-assets/w2-bonus-snowflake-hook/— settings fragment +safety_hook.py+ README) - Task 20 — pre-staged demo branches (
workshop-w1-demo,workshop-w2-demo) so demos cangit checkoutto known-good states - Task 21 — workshops index README + final cross-link verification (
docs/superpowers/workshops/README.md)
All content for Tasks 18–19 is fully specified inline in the plan. To resume, ask Claude to "resume the workshops plan."
| Capability (slide-2 diagram) | Workshop |
|---|---|
| ① CLAUDE.md | W1 |
| ② Permissions | W1 |
| ③ Plan Mode | W1 |
| ④ Checkpoints | W1 |
| ⑤ Skills | W1 (consume via superpowers) + W2 (author) |
| ⑥ Hooks | W2 (90-min bonus) |
| ⑦ MCP | W2 |
| ⑧ Plugins | W1 (install) + W2 (marketplace) |
| ⑨ Context | W1 |
| ⑩ Slash Commands | W1 |
| ⑪ Compaction | W1 |
| ⑫ Subagents | W1 (used by superpowers) + W2 (mention) |