SKILL-069 AI-assisted SaaS building workflow Locked skill

Refactoring generated code

Refactor in small, behavior-preserving steps with the tests green between each — never rewrite from scratch just because the draft is ugly.

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What this skill helps you build

Turn a working-but-messy AI draft into code you'd actually maintain — fix naming, duplication, layering, and dead code without a risky full rewrite.

The production takeaway

Refactor in small, behavior-preserving steps with the tests green between each — never rewrite from scratch just because the draft is ugly.

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Inside this skill

The full skill expands these implementation areas with decisions, edge cases, prompts, tests, and framework-specific code.

AI-assisted SaaS building workflow
What this helps you build

A repeatable workflow for cleaning up the code your AI tool just generated. The first draft usually works but reads like a junior wrote it in one sitting: vague names, copy pasted

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AI-assisted SaaS building workflow
When to use this

Reach for this the moment an AI tool hands you code that passes the happy path but you wouldn't want to own. Concretely: The draft works in the demo but you have to merge it into a

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AI-assisted SaaS building workflow
The core idea

Refactoring is changing the shape of code without changing its behavior . The discipline that makes it safe — not scary — is doing it in small steps with a green test suite between

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Unlock the full implementation

Paid access includes the complete skill body, implementation prompt, common mistakes, production checklist, and code examples where this skill includes them.