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Get Started Free →Fetch hot finance news, unified trends, and prediction financial market data. Use when the user needs real-time financial news, trend reports from multiple finance sources (Weibo, Zhihu, WallstreetCN, etc.), or Polymarket finance market prediction data.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | -69% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -73% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -67% | 0% |
Fetch real-time hot news, generate unified trend reports, and retrieve Polymarket prediction data.
Use scripts/news_tools.py via NewsNowTools.
fetch_hot_news(source_id, count)source_ids (e.g., cls, weibo).get_unified_trends(sources)Use scripts/news_tools.py via PolymarketTools.
get_market_summary(limit)requests, loguruscripts/database_manager.py (Local DB)Other measured skills in the registry, with their headline benchmark lift.