Several businesses with different delivery models
Guizhou Daily reported in July that Huang developed and operated SkillsBot, Stockapi, Cuizhi Engine and Shange Shou, covering skill resources, data interfaces, manufacturing customization and webpage generation. Reported operating figures concerned all four together; they must not be copied into four separate companies' results.
Editorial analysis: distinguish product income from project work
Skills and interfaces offer repeatable access; custom solutions require specific business understanding; webpage generation needs checks that results work. One delivery inventory can reveal reusable work and tasks growing with customer count. Products sharing founder time also share upkeep costs.
Record customer questions, recipients, support frequency and next maintenance tasks by business. List common model fees, servers and support time separately before allocation by actual use. This can reveal whether a product supports the portfolio or consumes scarce attention. It is our method, not a disclosed company practice.
What information is still missing?
Net profit, refunds, maintenance hours and external collaboration were not disclosed separately for each platform. AI technical assistance does not remove human operating costs, and multiple products do not establish stability. Suitability for a newcomer depends on existing technical, customer and support capability.
Further reading: 1811 Labs and shared teams; reading startup operating figures.