Marketing Against The Grain The AI Skill Ladder (Beginner → Workflow Builder)
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Apr 8, 2026 
Kevin Hutson, founder of Futurepedia and AI tools curator, builds and showcases agentic workflows and creative AI use cases. He walks through a seven-level AI fluency ladder. He demonstrates turning prompts into reusable skills and using tools like Manus and Google AI Studio to automate content, build apps, and scale marketing workflows.
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Prompting Progression Unlocks Better Outputs
- Most AI users start by replacing Google with ChatGPT then quickly improve results by refining prompts with context, examples, and constraints.
- Kevin Hutson calls this progression levels 1–3 leading toward reproducible prompting and better outcomes.
Bake Context Into Projects And Custom Instructions
- Use projects/custom instructions to store brand voice, SOPs, and memory so your AI keeps context across sessions.
- Kevin explains Claude projects keep memory and custom instructions that bake context into every new conversation.
Turn Repeated Prompts Into Reusable Skills
- Convert repeat prompt flows into reusable skills so the model executes multi-step steps automatically.
- Kevin turns repeated prompt sequences into Claude/Manus skills to avoid re-prompting each time.