This is what your AI sees

{
  "get_stock (rating + signals)": {
    "symbol": "AAPL", "rating": { "score": 7.2, "direction": "POSITIVE" },
    "signals": {
      "rsi": { "text": "neutral (54.2)", "value": 54.2, "strength": "weak", "verdict": "neutral" },
      "macd": { "text": "above signal (0.87 > 0.54)", "macd_line": 0.87, "signal_line": 0.54, "histogram": 0.33, "strength": "moderate", "verdict": "positive" },
      "bb": { "text": "lower half — mild positive", "position": "lower_half", "upper": 288.48, "middle": 271.57, "lower": 254.67, "strength": "moderate", "verdict": "mild_positive" },
      "trend": { "text": "price > SMA50 > SMA200 — strong uptrend", "price": 213.45, "sma50": 262.4, "sma200": 256.62, "strength": "strong", "verdict": "positive" }
    }
  },
  "get_stock_research": {
    "symbol": "ORCL",
    "ai_summary": {
      "verdict": "positive", "ai_score": 78, "ai_score_band": "Strong",
      "summary": "Strong cloud momentum, AI workload growth accelerating...",
      "key_points": ["Cloud ARR up 23% YoY", "AI training contracts with major hyperscalers"],
      "risks": ["Elevated valuation at 28x forward earnings"],
      "price_at_generation": 192.40,
      "headline": "Cloud momentum accelerating into next earnings"
    }
  },
  "get_stock_news": {
    "symbol": "TSLA", "status": "ok", "count": 3, "days": 30,
    "articles": [
      {
        "title": "Tesla Q1 deliveries beat expectations",
        "published_at": "2026-08-22T14:00:00+00:00",
        "ai_sentiment": "positive",
        "ai_summary": "Q1 deliveries of 387k beat analyst consensus of 375k, signalling demand stabilisation and easing investor concerns over weakening EV demand.",
        "signal_score": { "POSITIVE": 72.3, "NEGATIVE": 39.6 }, "signal_score_band": null
      }
    ]
  }
}

{
  "get_insider_activity": {
    "symbol": "CRM",
    "signal": "STRONG_POSITIVE",
    "signal_score": 92,
    "signal_score_band": "Very Strong",
    "insider_signal": "POSITIVE",
    "inst_signal": "POSITIVE",
    "summary": "CEO Benioff bought $12.4M worth of shares — largest insider buy in 3 years. Three additional C-suite insiders added $4.2M combined. Institutions increased holdings by 3.2% this quarter with 42 new holders opening positions.",
    "insider_buys": 4,
    "insider_sells": 0,
    "inst_ownership": 82.15,
    "total_holders": 2410,
    "updated_at": "2026-08-22T06:15:00+00:00"
  }
}

{
  "get_market_assessment": {
    "regime": "CAUTIOUS", "risk_appetite_score": 35, "macro_score": 33, "regime_strength": 4,
    "macro_score_trend": { "change_7d": -11, "change_30d": -22, "direction": "deteriorating" },
    "regime_bias": "Both Directions", "regime_confidence": 6,
    "regime_rationale": "Equity uptrend intact. HYG diverging from SPY highs — credit not confirming.",
    "key_risks": ["HYG below $79.50", "VIX above 20"], "vix_at_assessment": 16.94,
    "outlook": "NEGATIVE", "outlook_conviction": 7,
    "equity_view": "Cautious. Overweight defensives.",
    "preferred_sectors": ["Energy", "Utilities", "Consumer Staples"],
    "avoided_sectors": ["Technology", "Consumer Discretionary"]
  },
  "get_sector_intelligence": {
    "sector": "Technology", "signal": "LEADING", "sector_score": 78, "strength_score": 8, "confidence": 8,
    "sector_score_trend": { "change_7d": 6, "change_30d": 14, "direction": "improving" },
    "alert": "Narrow leadership — top 5 names driving 80% of gains",
    "avg_rsi": 61.2, "sma200_breadth_pct": 72.4, "overbought_pct": 18.1,
    "perf_1w_pct": 2.1, "perf_1m_pct": 9.4
  }
}

{
  "get_signals": {
    "count": 3, "window": "24h",
    "filters": { "direction": null, "min_signal_score": 60, "source": null },
    "signals": [
      { "symbol": "MGM", "direction": "NEUTRAL",
        "signal_score": { "POSITIVE": 93, "NEGATIVE": 37 }, "signal_score_band": null,
        "source": "news", "rationale": "Acquisition rumour at 25% premium — high impact catalyst",
        "expires": "2026-08-26", "flagged_at": "2026-08-25T20:48:00Z" }
    ]
  },
  "get_screener": {
    "count": 3,
    "preset": "oversold",
    "filters": { "sector": "Technology", "max_rsi": 35, "sort_by": "rating" },
    "results": [
      { "symbol": "SMCI", "name": "Super Micro Computer", "price": 38.20, "rsi": 27.3, "rating": 6.5, "direction": "POSITIVE", "ai_score": 58, "ai_score_band": "Moderate" },
      { "symbol": "INTC", "name": "Intel Corporation", "price": 24.15, "rsi": 28.1, "rating": 5.8, "direction": "NEUTRAL", "ai_score": 47, "ai_score_band": "Moderate" },
      { "symbol": "AMD", "name": "Advanced Micro Devices", "price": 142.30, "rsi": 26.9, "rating": 5.2, "direction": "NEUTRAL", "ai_score": 41, "ai_score_band": "Weak" }
    ]
  },
  "get_stocks": {
    "count": 2,
    "symbols": {
      "JPM": { "symbol": "JPM", "name": "JPMorgan Chase & Co.", "price": 296.73, "analyst_rating": "strong_buy" },
      "GS": { "symbol": "GS", "name": "The Goldman Sachs Group Inc.", "price": 1008.37, "analyst_rating": "buy" }
    }
  },
  "get_earnings_calendar": {
    "window_days": 7, "count": 4,
    "results": [
      { "symbol": "AAPL", "earnings_date": "2026-08-27T20:30:00+00:00", "is_estimate": false },
      { "symbol": "MSFT", "earnings_date": "2026-08-29T20:00:00+00:00", "is_estimate": true },
      { "symbol": "AMZN", "earnings_date": "2026-08-31T20:30:00+00:00", "is_estimate": false },
      { "symbol": "GOOGL", "earnings_date": "2026-09-01T20:00:00+00:00", "is_estimate": true }
    ]
  }
}