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.