Chinese Topic Mining Expert
Data & Intelligence
Overview
Chinese topic mining service (zvex): distills customer service tickets, user reviews, and open-ended survey responses into decision-oriented topic reports. Three pre-checks are completed in-conversation: (1) material typing (only semantic text such as open-ended answers, reviews, and ticket descriptions counts as topic raw material; star ratings and single-choice items serve only as auxiliary analysis dimensions, and materials without semantic text are rerouted honestly); (2) goal and scope alignment (full landscape scan / problem localization / hypothesis validation; a preset taxonomy list follows a hybrid "classify first, discover after" path); (3) granularity.
How to use
Follow https://skillhub.cn/install/skillhub.md to install @indiv-zvex/zvex-topic-mining
Click to copy, then paste to your AI assistant. Also available on the SkillHub marketplace.
FAQ
What is Chinese Topic Mining Expert?
Chinese topic mining service (zvex): distills customer service tickets, user reviews, and open-ended survey responses into decision-oriented topic reports. Three pre-checks are completed in-conversation: (1) material typing (only semantic text such as open-ended answers, reviews, and ticket descriptions counts as topic raw material; star ratings and single-choice items serve only as auxiliary analysis dimensions, and materials without semantic text are rerouted honestly); (2) goal and scope alignment (full landscape scan / problem localization / hypothesis validation; a preset taxonomy list follows a hybrid "classify first, discover after" path); (3) granularity. Built by zvex and served over the MCP protocol.
How do I use Chinese Topic Mining Expert?
SkillHub users: follow skillhub.cn/install/skillhub.md to install @indiv-zvex/zvex-topic-mining, or search "Chinese Topic Mining Expert" on the SkillHub marketplace.
Is Chinese Topic Mining Expert free?
Currently free during the launch window. Paid usage will be billed per call with the bill returned at call time; failures are refunded automatically.
How much is Chinese Topic Mining Expert used?
Total: 47 SkillHub downloads.