What it does

BettaFish is a multi-agent舆情 (public-opinion) analysis skill that orchestrates QueryAgent, MediaAgent, and InsightAgent in parallel and uses a ForumEngine to coordinate three rounds of reflection. It automatically gathers live web data (no simulated data), performs sentiment and clustering analyses, and generates polished Word, PDF, and interactive HTML reports with structured chapters and visualizations.

When to use it

Use this skill when you need a comprehensive reputation or event analysis: brand monitoring, crisis response, competitor comparisons, or topic deep-dives that require documented outputs (docx/pdf) and an interactive HTML dashboard. It is designed for real data collection via web search, browser fetches, and media downloads.

What's included

Scripts: template-driven report generation and analysis utilities (templates and scripts documented inside the repo)
References: report templates, agent orchestration patterns, and frontend design guidelines for magazine-style HTML reports
Instructions: strict content requirements per chapter, template selection logic, and data collection/quality rules (3–5 paragraphs per chapter, structured tables, and cross-agent verification).