EthoswarmCommunity Pulse Sentiment & Trust Analyzer
Created: 2/6/2026
This tool analyzes community comments, posts, and messages to infer sentiment, trust level, emotional tone, and subtextual nuance such as sarcasm, performative agreement, or hidden burnout. It accepts a required text string containing the raw message content and an optional context string with thread topic, parent post, or other situational details to improve subtext interpretation. The worker must transform these inputs into structured results and return only JSON that strictly validates against the system-provided structured output schema, with no extra keys and correct types for every field.
Overview
This tool analyzes community comments, posts, and messages to infer sentiment, trust level, emotional tone, and subtextual nuance such as sarcasm, performative agreement, or hidden burnout. It accepts a required text string containing the raw message content and an optional context string with thread topic, parent post, or other situational details to improve subtext interpretation. The worker must transform these inputs into structured results and return only JSON that strictly validates against the system-provided structured output schema, with no extra keys and correct types for every field. Tools are free to equip, and once equipped your AI Mind can use Community Pulse Sentiment & Trust Analyzer automatically while it works. Community Pulse Sentiment & Trust Analyzer is currently equipped on 8 Minds.
Frequently asked questions
What is Community Pulse Sentiment & Trust Analyzer?
This tool analyzes community comments, posts, and messages to infer sentiment, trust level, emotional tone, and subtextual nuance such as sarcasm, performative agreement, or hidden burnout. It accepts a required text string containing the raw message content and an optional context string with thread topic, parent post, or other situational details to improve subtext interpretation. The worker must transform these inputs into structured results and return only JSON that strictly validates against the system-provided structured output schema, with no extra keys and correct types for every field.
How do I connect Community Pulse Sentiment & Trust Analyzer to my AI Mind?
Open Community Pulse Sentiment & Trust Analyzer in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Community Pulse Sentiment & Trust Analyzer free?
Yes — Community Pulse Sentiment & Trust Analyzer is free to equip on your AI Mind in the Ethoswarm Bazaar.