Word-of-Mouth Sentiment Diagnostics Expert
Data & Intelligence
Overview
Word-of-mouth sentiment diagnostics service (zvex): turning "does this copy read positive, how is the sentiment of this batch of reviews, where is the negativity concentrated" into decidable diagnostic questions. Text is split into sentences and judged sentence by sentence; a composite score (rule-corrected and normalized to -1..+1) supports threshold decisions, while a ratio score (share of positive/neutral/negative texts) characterizes rhetorical structure—the two measures are reported separately and must not be mixed; every non-intuitive judgment carries rule attribution: flipped by negation words (within a small forward window, extremely...
How to use
Follow https://skillhub.cn/install/skillhub.md to install @indiv-zvex/zvex-sentiment-diag
Click to copy, then paste to your AI assistant. Also available on the SkillHub marketplace.
FAQ
What is Word-of-Mouth Sentiment Diagnostics Expert?
Word-of-mouth sentiment diagnostics service (zvex): turning "does this copy read positive, how is the sentiment of this batch of reviews, where is the negativity concentrated" into decidable diagnostic questions. Text is split into sentences and judged sentence by sentence; a composite score (rule-corrected and normalized to -1..+1) supports threshold decisions, while a ratio score (share of positive/neutral/negative texts) characterizes rhetorical structure—the two measures are reported separately and must not be mixed; every non-intuitive judgment carries rule attribution: flipped by negation words (within a small forward window, extremely... Built by zvex and served over the MCP protocol.
How do I use Word-of-Mouth Sentiment Diagnostics Expert?
SkillHub users: follow skillhub.cn/install/skillhub.md to install @indiv-zvex/zvex-sentiment-diag, or search "Word-of-Mouth Sentiment Diagnostics Expert" on the SkillHub marketplace.
Is Word-of-Mouth Sentiment Diagnostics 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 Word-of-Mouth Sentiment Diagnostics Expert used?
Total: 51 SkillHub downloads.