Master the Craft
Quick gateway diagnostic · Original — Gibbons 2026 · v0.5
AI Knowledge Quick Quiz
Where do you stand on AI adoption? 12 questions, four levels.
12 questions across four mastery levels — User, Practitioner, Builder, Architect — each assessed on three dimensions: Know, Do, Build. Brutally honest answers only. Results appear after all 12 questions are answered.
0 of 12 answered
USERLevel 1: The UserBasic Prompting & Ad Hoc Use
USER · KNOWQ1 / 12
Can you explain the difference between a prompt and a conversation with AI? (e.g., context window, system instructions, temperature)
USER · DOQ2 / 12
How often do you use AI for ad hoc tasks — drafting, summarizing, research, brainstorming?
USER · BUILDQ3 / 12
Have you saved and reused a prompt template or created a structured prompt with specific formatting instructions?
PRACTITIONERLevel 2: The PractitionerStructured Workflows & Custom Agents
PRACTITIONER · KNOWQ4 / 12
Can you explain what a Custom GPT, Gem, or Claude Project is, and when you'd use one over a raw conversation?
PRACTITIONER · DOQ5 / 12
How often do you use AI for structured workflow tasks — meeting prep, stakeholder analysis, communication plans, document synthesis?
PRACTITIONER · BUILDQ6 / 12
Have you created a custom agent (Custom GPT, Claude Project, Cowork skill) loaded with your own context or methodology?
BUILDERLevel 3: The BuilderAgent Literacy & Shipped Applications
BUILDER · KNOWQ7 / 12
Can you describe at least 3 types of AI agents (e.g., reflex, goal-based, learning, conversational, retrieval, autonomous)?
BUILDER · DOQ8 / 12
How often do you use code-capable AI tools (Claude Code, Copilot, Code Interpreter) to automate tasks or build prototypes?
BUILDER · BUILDQ9 / 12
Have you built a working application, automated workflow, or multi-step pipeline using AI? (e.g., 'read email → draft response → schedule follow-up')
ARCHITECTLevel 4: The ArchitectHuman-AI Systems Design & Governance
ARCHITECT · KNOWQ10 / 12
Can you explain what 'human-in-the-loop' means and describe when autonomous AI should and shouldn't operate without oversight?
ARCHITECT · DOQ11 / 12
How often do you design or govern AI workflows for a team or organization — not just your own productivity?
ARCHITECT · BUILDQ12 / 12
Have you designed a multi-agent system, governance framework, or organizational AI adoption strategy?
WHAT NEXT?