get_news_feed

dev.stocklake/stocklake · Verify this server

Top AI-flagged news across all tracked stocks — the market-wide news briefing. Unlike get_stock_news (per-symbol), this scans the entire universe and returns the most notable articles ranked by news_score, newest first within each score tier. Use this for: - Morning briefing: "what happened in the market this week?" - Catalyst scanning: "what news is driving moves right now?" - Event monitoring: "which stocks have high-impact news today?" - min_signal_score: minimum news_score (0-100, default 60) used to SELECT articles server-side — same 0-100 scale/bands as signal_score. Replaces the old min_flag_score (0-10, gated on the legacy ai_flag_score field) — 2026-08-24, signal_score consistency initiative. news_score is stored on only a fraction of articles today, so this is resolved the same way the per-article field below is (stored value preferred, computed via the same sentiment/confidence/flag_score fallback formula otherwise) over every candidate in the window, then filtered/sorted in Python — not a Mongo-side `$gte`, which would silently exclude every article missing the stored field. - days: look-back window in days (default 3, max 10) - limit: max articles returned (default 10, max 25) - Per article: symbol, title, published_at, ai_sentiment, news_score (0-100, same scale/bands as signal_score), news_score_band, ai_summary (full text), signal_score (0-100, a {"POSITIVE": number, "NEGATIVE": number} object for a MIXED-direction signal, or null), signal_score_band (Weak/Moderate/Strong/ Very Strong, or null -- always null when signal_score is a two-sided object) signal_score/signal_score_band are this symbol's most recent news-sourced signal score, if one was raised in the last 90 days (same resolution get_stock_news uses, NOT gated on whether Stocklake's own trading engine still considers it live) -- one query per distinct symbol in the result, not per article, and multiple articles for the same symbol correctly show the same value. Null whenever this symbol has had no news-sourced signal at all in the last 90 days. This is a per-SYMBOL fact, not a judgment on this specific article -- two articles about the same stock always show the same signal_score here (a shared two-sided object if that symbol's signal is MIXED). Pro tier only — AI pipeline cost attached. For informational purposes only. Not financial advice.