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8 Skills · 3 Phases · Zero Code

The AI Skills Every Non-Technical Founder Needs

The exact roadmap from "I use ChatGPT sometimes" to running AI agents and shipping AI products. No code required.

~5 months to full stack 1 tool per skill Order matters
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Small Businesses Using AI
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Actually Operationalized
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AI Skill Wage Premium
Productivity Growth

"The gap between the people who use AI and the tiny group who have actually built something with it — that gap is the entire opportunity."

58% adoption vs 18% operationalized — US Chamber & Census BTOS

Phase 01

Foundation

Month 1 — Learn the fundamentals

01

Prompting & Context Engineering

Not just asking better questions. The real skill is controlling what the AI actually sees — the instructions, examples, and documents you provide before it answers.

1–2 weeks ChatGPT or Claude
02

Persistent AI Assistants

Stop having one-off conversations. Build reusable AI workspaces with your instructions baked in, so you never set the context again.

2–4 days Claude Projects
03

RAG & Knowledge Bases

Ground AI in your own documents so it answers from your data — your pricing, case studies, and objection responses — not the open internet.

~1 week NotebookLM
Phase 02

Building

Months 2–3 — Connect and automate

04

Connecting AI to Your Tools

MCP is the universal adapter for AI. Connect your Gmail, Drive, Slack, and calendar. Switch on connectors that already exist — with a click.

2–3 days Claude + MCP
05

No-Code Automation

The bridge from "AI helps me" to "AI does the work for me." When this happens, do that, then AI does the next thing — all running without you.

2–3 weeks Zapier
Phase 03

Shipping

Months 3–5 — Build and ship products

06

Vibe Coding

Describe what you want in plain English and the AI writes the code. 25% of YC’s Winter 2025 batch shipped with ~95% AI-generated code.

2–4 weeks Lovable or Bolt
07

AI Agents

Autonomous systems that take goals, make decisions, use tools, and produce results without step-by-step instructions. This is where it all comes together.

3–4 weeks Claude Code
08

AI Security & Governance

EU AI Act fines run to €35M or 7% of turnover. Learn the four risk tiers and build AI that customers and regulators actually trust.

Ongoing EU AI Act

The Anti-Overwhelm Rule

For your first month, only do Skills 1–3. Ignore every shiny new tool, every model launch, every piece of AI news on your feed. The reason most founders get nowhere with AI is that they try to swallow all of it at once. Go one skill at a time.

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Apps Built No-Code by 2026
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YC W25 Batch — 95% AI Code
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Lovable Paying Customers
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Apps Built on Bubble

The What Is Here.
The How Is in the Vault.

Templates, workflows, community, and the exact playbooks behind every skill — inside the AI Founders Vault on Skool.