KNOWLEDGE NOTES

Knowledge Notes

Explore curated knowledge, course notes and methods, with their existing content and sources preserved.

This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.

350knowledge notes
Indie Building / AI Products and Assisted Design

AI-Driven Product Design / Vibe Coding Workflow (One-Sentence Requirement → Interrogation → PRD → DRD + Coding Prompt → Figma Make Demo → Launch → Visual Iteration)

Will’s complete pipeline for non-technical PMs to go from “idea to runnable prototype”, breaking vibe coding into 7 copyable steps: ① Use 3 tiers of templates to turn a one-sentence product idea into structured input; ② Have AI act as a “requirements interrogator” to ask follow-up questions in sequence and force out a Grill Summary; ③ Use a “top-tier product architect” role prompt to expand the 5 answers into an investment-grade PRD; ④ Extract feature points from the PRD to generate 3 non-overlapping interaction DRD options, then convert the chosen option into a coding prompt that can directly produce a product; ⑤ Feed it to Figma Make (to produce an interactive demo) or Claude (to produce a real launch-ready product) to generate a prototype; ⑥ Feed screenshots back in to let AI spot errors and iterate on its own; ⑦ Publish to mobile (Claude outputs HTML → Netlify Drop drag-and-drop hosting → add to home screen as an App) + one-click reskinning with ReferoStyle. Each step provides reusable prompt skeletons + Why + examples + pitfalls. Three parallel methods (Method 1 Document-driven mainline / Method 2 Document-driven HTML output / Method 3 GPT+Figma natural language UI building). The audience is non-technical product managers who care about “when to use which step, how to copy the prompts” rather than code. Division of labor with [[newtype-ai-coding]]: that article covers tool stack selection and mindset (how to choose Cursor/Claude Code/Codex), while this article covers the concrete action chain and prompt templates for non-technical PMs to run through a prototype from scratch.

Vibe CodingProduct PrototypingAI ProgrammingEnglish edition