Turn 50 skills into outcomes.
Pick where you are and what you’re building. Each guide stacks the exact skills for the job — with copy-paste prompts you can run in Claude, Claude Code, Claude Cowork, Codex, Cursor, OpenClaw, or Hermes Agent.
How to Create a New Business with AI Skills
A step-by-step playbook for going from idea to validated, positioned, monetizable business — using AI agent skills drawn from Lean Startup, The Mom Test, JTBD, and more.
10 skills WebsiteHow to Create a New Website with AI Skills
Build a high-converting website from scratch — message, design, typography, and conversion — with AI agent skills from StoryBrand, Refactoring UI, Making Websites Win, and more.
10 skills AppHow to Create a New App with AI Skills
Go from concept to a well-architected, well-built app — validation, architecture, domain modeling, and clean code — with AI agent skills from Lean Startup, Clean Architecture, DDD, and more.
10 skillsHow to Improve an Existing Business with AI Skills
Sharpen strategy, operations, pricing, and team output in a business that already runs — with AI agent skills from Good Strategy Bad Strategy, Traction, High Output Management, and more.
8 skills WebsiteHow to Improve an Existing Website with AI Skills
Diagnose and fix an underperforming website — conversion, usability, messaging, speed, and polish — with AI agent skills from Making Websites Win, Don't Make Me Think, Refactoring UI, and more.
8 skills AppHow to Improve an Existing App with AI Skills
Raise the quality of an app already in production — code health, resilience, data layer, and UX polish — with AI agent skills from Clean Code, Refactoring, Working Effectively with Legacy Code, and more.
11 skillsHow to Grow an Existing Business with AI Skills
Build a repeatable growth engine — marketing system, outbound sales, word-of-mouth, and pricing — with AI agent skills from The 1-Page Marketing Plan, Predictable Revenue, Contagious, and more.
9 skills WebsiteHow to Grow an Existing Website with AI Skills
Turn more of your existing traffic into leads and customers — testing, lead capture, persuasion, and shareability — with AI agent skills from Making Websites Win, Scorecard Marketing, Contagious, and more.
8 skills AppHow to Grow an Existing App with AI Skills
Drive activation, retention, and engagement in an app that already has users — habit loops, retention behavior design, discovery, and metrics — with AI agent skills from Hooked, Tiny Habits, Continuous Discovery, and more.
8 skillsEngineering, end to end
Longer, hands-on engineering playbooks for the hardest transitions — from throwaway prototype to production, out of technical debt, and into a clean architecture.
From Vibe-Coded Prototype to Production-Ready Product
A hands-on engineering playbook for turning an AI-generated prototype into something you can ship and operate — tests, structure, resilience, and scale — using AI agent skills from Clean Code, Refactoring, Release It!, and more.
9 skills EngineeringHow to Refactor a Codebase Buried in Technical Debt
A safe, incremental plan for taming a legacy codebase — characterization tests, seams, named refactorings, and boundaries — using AI agent skills from Working Effectively with Legacy Code, Refactoring, Clean Architecture, and more.
8 skills EngineeringHow to Design the Best Possible Architecture for a New App
Make the high-leverage architecture decisions right the first time — boundaries, domain model, data, and resilience — using AI agent skills from Clean Architecture, Domain-Driven Design, Designing Data-Intensive Applications, and more.
8 skills
Don’t guess your AI engineering level.
Measure it.
AI Developer Scorecard
How production-grade is your AI engineering?
Twenty-five questions across the practices that separate vibe-coding from production-grade engineering. Instant score, per-section breakdown, and a 30/60/90-day playbook.
Score 0–75 · 30/60/90-day playbook Score yourself For CTOs & foundersCTO Scorecard
Is your engineering team ready for AI at scale?
Twenty-five questions on how your org adopts AI — adoption, governance, automation, and ROI. See where you sit on the path from Reactive to Strategic Leader.
Score 0–75 · Reactive → Strategic Leader Score your org