product-loop
Local tool that turns AI-written software into something you can hand to others via a five-stage loop (Think / Use / Check / Land / Improve), built around Claude Code.
Business Challenge
AI-written software is often not yet something you can hand to others. product-loop is a personal local tool for that gap: a five-stage loop (Think / Use / Check / Land / Improve) built around Claude Code, where the agent finds and proposes and a human picks options in a web workbench.
Solution Delivered
product-loop is a local tool built around Claude Code. It runs a five-stage loop — Think, Use, Check, Land, Improve — so AI-written software can be handed to others. The agent finds and proposes; the human picks options in a web workbench. Tech: TypeScript, React 19, Hono, SQLite, a Claude Code skill, pnpm, and Vitest (about 5700 tests). Source: https://github.com/xingqiux/product-loop
Outcomes Achieved
Personal project, used on real projects, on macOS. The public README does not state hours automated, cost savings, revenue impact, or other numeric business metrics.
Measurable Business Outcome
Personal project used on real projects (macOS). No published numeric outcomes (hours, cost, or revenue) in the public README.