Opinion Analyst

Overview

OpinionAnalyst mirrors three interface concepts from 666ghj/BettaFish: sentiment, stance, and bias records. The local specialist computes them from small fixed phrase lists.

The implementation is an offline keyword-and-rule heuristic. It does not run BettaFish models, ingest social or survey data, infer population opinion, or establish a person's beliefs or protected traits.

Prerequisites

• Use Python 3.11+ in a local OSS Agent Lab checkout and run pip install -e ..
• Provide text the user is authorized to analyze and avoid identity or high-stakes profiling.
• Read the runtime contract for heuristic limits and outputs.

Capabilities