Arena run #397

meanrev-v1amazonamazon/nova-premier-v1USsuccess
Arena
Run status
as_of: 2026-03-03T18:03:34.247734+00:00
started_at: 2026-03-03T19:21:21.487518+00:00
finished_at: 2026-03-03T19:21:32.424695+00:00
duration_ms: 10936
Inputs
{
  "dry_run": false,
  "selected": [
    {
      "symbol": "TRN_CFD.UK",
      "selection_reason": "distance_from_ma200 -22.56%, distance_from_ma50 -12.56%",
      "mean_reversion_score": 85
    },
    {
      "symbol": "SYNT_CFD.UK",
      "selection_reason": "distance_from_ma200 -73.62%, distance_from_ma50 -61.00%",
      "mean_reversion_score": 92
    },
    {
      "symbol": "BIG_CFD.FR",
      "selection_reason": "distance_from_ma200 -57.48%, distance_from_ma50 -45.84%",
      "mean_reversion_score": 88
    },
    {
      "symbol": "CNA_CFD.UK",
      "selection_reason": "distance_from_ma200 +12.69%, distance_from_ma50 +4.22%",
      "mean_reversion_score": 79
    },
    {
      "symbol": "COTY_CFD.US",
      "selection_reason": "distance_from_ma50 -12.43%",
      "mean_reversion_score": 68
    }
  ],
  "universe_symbols": [
    "TRN_CFD.UK",
    "VCT_CFD.UK",
    "SYNT_CFD.UK",
    "DLN_CFD.UK",
    "CRDA_CFD.UK",
    "RHIM_CFD.UK",
    "BLND_CFD.UK",
    "BBY_CFD.UK",
    "BIG_CFD.FR",
    "DCC_CFD.UK",
    "IMI_CFD.UK",
    "RKT_CFD.UK",
    "CNA_CFD.UK",
    "ATG_CFD.UK",
    "CSGP_CFD.US",
    "BRBY_CFD.UK",
    "COTY_CFD.US"
  ]
}
Outputs
{
  "actions": {
    "buy": [
      {
        "reason": "Top-ranked candidate with -73.62% distance from MA200",
        "symbol": "SYNT_CFD.UK",
        "position_size": 3000
      },
      {
        "reason": "Strong mean-reversion candidate with -57.48% from MA200",
        "symbol": "BIG_CFD.FR",
        "position_size": 3000
      }
    ],
    "hold": [
      {
        "reason": "Maintain existing profitable position",
        "symbol": "AKAM_CFD.US"
      },
      {
        "reason": "Keep existing profitable position +15.02%",
        "symbol": "CABO_CFD.US"
      },
      {
        "reason": "Hold existing position with +3.4% gain",
        "symbol": "FUTR_CFD.UK"
      },
      {
        "reason": "Retain position with +2.64% unrealized gain",
        "symbol": "UKW_CFD.UK"
      }
    ],
    "sell": [
      {
        "reason": "Underperforming position with -8.96% unrealized loss",
        "symbol": "WPP_CFD.UK"
      }
    ]
  },
  "portfolio_rationale": "First reduce exposure to underperforming asset WPP_CFD.UK. Allocate freed capital to top-ranked mean-reversion candidates SYNT_CFD.UK and BIG_CFD.FR based on significant deviations from moving averages. Maintain existing profitable positions within max_positions limit of 10 and avoid overtrading per strategy rules."
}
Prompts & responses
#779openrouteramazon/nova-premier-v12026-03-03T19:21:21.509432+00:00
System prompt
You are an Arena strategy executor. You must follow the strategy rules strictly and output ONLY valid JSON. You are NOT allowed to invent prices, fundamentals, earnings dates, or sentiment. If a field is null/empty, treat it as unknown. You are a constrained selector (no narrative).
User prompt
{"task": "stage1_universe_scan", "region": "US", "strategy": {"key": "meanrev-v1", "name": "Two-Stage LLM Mean-Reversion (Arena v1)", "rules": {"max_positions": 10, "max_buys_per_run": 2, "avoid_overtrading": true, "max_sells_per_run": 2, "max_gross_leverage": 3.0, "fixed_position_size": 3000.0, "universe_symbols_eu": [], "universe_symbols_us": []}}, "selection_rules": {"horizon": "2-10 trading days", "target": "short-term mean reversion in liquid equities", "constraints": ["Select exactly 5 candidates", "Avoid earnings within 5 trading days (if known)", "Avoid highly binary/event-driven moves (if known)", "Avoid sector concentration: max 1 per sector unless clearly justified (sector may be unknown)"]}, "universe": [{"symbol": "TRN_CFD.UK", "name": "TRAINLINE PLC", "sector": "", "last_price": 206.0, "change_1d_pct": -12.93322062552832, "distance_from_ma200_pct": -22.557701091522887, "distance_from_ma50_pct": -12.560104316644482, "volatility_20d_pct": 131.09279103846345, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "VCT_CFD.UK", "name": "VICTREX PLC", "sector": "", "last_price": 695.0, "change_1d_pct": -0.42979942693409656, "distance_from_ma200_pct": -3.2784163489814833, "distance_from_ma50_pct": 6.2434457730395465, "volatility_20d_pct": 118.65826330943554, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "SYNT_CFD.UK", "name": "SYNTHOMER PLC", "sector": "", "last_price": 20.2, "change_1d_pct": -32.666666666666664, "distance_from_ma200_pct": -73.62254515017194, "distance_from_ma50_pct": -61.002505878582646, "volatility_20d_pct": 362.0742865046256, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "DLN_CFD.UK", "name": "DERWENT LONDON PLC", "sector": "", "last_price": 1953.0, "change_1d_pct": 10.401356698699837, "distance_from_ma200_pct": 5.069478604951705, "distance_from_ma50_pct": 12.150447212111025, "volatility_20d_pct": 115.39088732649292, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CRDA_CFD.UK", "name": "CRODA INTERNATIONAL PLC", "sector": "", "last_price": 3121.0, "change_1d_pct": 13.367235742826011, "distance_from_ma200_pct": 10.093851216079353, "distance_from_ma50_pct": 9.83246554776207, "volatility_20d_pct": 109.18178749390499, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "RHIM_CFD.UK", "name": "", "sector": "", "last_price": 2960.0, "change_1d_pct": 9.023941068139973, "distance_from_ma200_pct": 12.939755835694466, "distance_from_ma50_pct": 17.95826987098712, "volatility_20d_pct": 137.0123103901981, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BLND_CFD.UK", "name": "BRITISH LAND CO PLC", "sector": "", "last_price": 400.4, "change_1d_pct": -3.4715525554484206, "distance_from_ma200_pct": 6.86656372352572, "distance_from_ma50_pct": -0.2590673575129543, "volatility_20d_pct": 90.47340329611018, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BBY_CFD.UK", "name": "BALFOUR BEATTY PLC", "sector": "", "last_price": 759.18, "change_1d_pct": 5.222453222453205, "distance_from_ma200_pct": 33.313724414201815, "distance_from_ma50_pct": 8.832962232591, "volatility_20d_pct": 54.25956465831767, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BIG_CFD.FR", "name": "Bigben Interactive", "sector": "", "last_price": 0.473, "change_1d_pct": -40.65244667503137, "distance_from_ma200_pct": -57.481044006670004, "distance_from_ma50_pct": -45.84258856396987, "volatility_20d_pct": 245.7660340614924, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "DCC_CFD.UK", "name": "DCC PLC", "sector": "", "last_price": 5080.0, "change_1d_pct": 16.08775137111518, "distance_from_ma200_pct": 5.470412938362834, "distance_from_ma50_pct": 5.336155457586478, "volatility_20d_pct": 94.82279659179201, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "IMI_CFD.UK", "name": "IMI PLC", "sector": "", "last_price": 2828.0, "change_1d_pct": 8.26952526799387, "distance_from_ma200_pct": 29.012317870749314, "distance_from_ma50_pct": 11.107007677698544, "volatility_20d_pct": 78.40398881701634, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "RKT_CFD.UK", "name": "", "sector": "", "last_price": 6416.0, "change_1d_pct": -0.773275595422207, "distance_from_ma200_pct": 9.203621104249947, "distance_from_ma50_pct": 1.3697812890090422, "volatility_20d_pct": 53.84159623395557, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CNA_CFD.UK", "name": "CENTRICA PLC", "sector": "", "last_price": 189.9, "change_1d_pct": -3.6040609137055757, "distance_from_ma200_pct": 12.694478089261874, "distance_from_ma50_pct": 4.223265003704624, "volatility_20d_pct": 4354.2492559168495, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "ATG_CFD.UK", "name": "AUCTION TECHNOLOGY GROUP", "sector": "", "last_price": 316.5, "change_1d_pct": 3.770491803278686, "distance_from_ma200_pct": null, "distance_from_ma50_pct": 2.606496790507684, "volatility_20d_pct": 3869.8570945036245, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CSGP_CFD.US", "name": "CoStar Group Inc", "sector": "", "last_price": 44.99, "change_1d_pct": -0.08882966910948031, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -27.832637164507577, "volatility_20d_pct": 6517.0730512753025, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BRBY_CFD.UK", "name": "BURBERRY GROUP PLC", "sector": "", "last_price": 1174.5, "change_1d_pct": -0.550381033022862, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -4.69118971687319, "volatility_20d_pct": 4100.463229875871, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "COTY_CFD.US", "name": "Coty Inc", "sector": "", "last_price": 2.65, "change_1d_pct": -0.7490636704119868, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -12.425644415069403, "volatility_20d_pct": 7661.46272234243, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}], "output_schema": {"selected_stocks": [{"symbol": "string", "mean_reversion_score": "integer 0-100", "selection_reason": "short, concrete, indicator-based"}], "rejected_common_reasons": ["string"]}}
Output JSON
{
  "selected_stocks": [
    {
      "symbol": "TRN_CFD.UK",
      "selection_reason": "distance_from_ma200 -22.56%, distance_from_ma50 -12.56%",
      "mean_reversion_score": 85
    },
    {
      "symbol": "SYNT_CFD.UK",
      "selection_reason": "distance_from_ma200 -73.62%, distance_from_ma50 -61.00%",
      "mean_reversion_score": 92
    },
    {
      "symbol": "BIG_CFD.FR",
      "selection_reason": "distance_from_ma200 -57.48%, distance_from_ma50 -45.84%",
      "mean_reversion_score": 88
    },
    {
      "symbol": "CNA_CFD.UK",
      "selection_reason": "distance_from_ma200 +12.69%, distance_from_ma50 +4.22%",
      "mean_reversion_score": 79
    },
    {
      "symbol": "COTY_CFD.US",
      "selection_reason": "distance_from_ma50 -12.43%",
      "mean_reversion_score": 68
    }
  ],
  "rejected_common_reasons": [
    "sector_concentration",
    "insufficient_data",
    "excessive_volatility"
  ]
}
#780openrouteramazon/nova-premier-v12026-03-03T19:21:26.255345+00:00
System prompt
You are an Arena portfolio manager. You must follow the strategy rules strictly and output ONLY valid JSON. You are NOT allowed to invent prices/fundamentals/news/earnings. If a field is null/empty, treat it as unknown. Avoid overtrading: if changes are marginal, prefer HOLD. Do not churn.
User prompt
{"task": "stage2_portfolio_management", "region": "US", "strategy": {"key": "meanrev-v1", "name": "Two-Stage LLM Mean-Reversion (Arena v1)", "rules": {"max_positions": 10, "max_buys_per_run": 2, "avoid_overtrading": true, "max_sells_per_run": 2, "max_gross_leverage": 3.0, "fixed_position_size": 3000.0, "universe_symbols_eu": [], "universe_symbols_us": []}}, "portfolio_constraints": {"initial_equity": 10000.0, "max_positions": 10, "fixed_position_size": 3000.0, "max_gross_leverage": 3.0, "overtrading_rules": ["Max 2 SELL actions per run unless risk event forces more", "Max 2 BUY actions per run", "If no clear improvement vs current holdings, output HOLD for everything"]}, "current_portfolio": [{"symbol": "ADP_CFD.FR", "qty": 0.0, "avg_price": 117.5, "last_price": 115.1, "unrealized_pnl": -61.276595744680996, "opened_at": "2026-02-25T10:57:06.928276+00:00"}, {"symbol": "AKAM_CFD.US", "qty": 30.783438510081577, "avg_price": 97.455, "last_price": 102.99000000000001, "unrealized_pnl": 170.38633215330185, "opened_at": "2026-02-23T18:14:12.978497+00:00"}, {"symbol": "BIG_CFD.FR", "qty": 0.0, "avg_price": 0.453, "last_price": 0.453, "unrealized_pnl": 0.0, "opened_at": "2026-02-21T17:32:49.140800+00:00"}, {"symbol": "BRBY_CFD.UK", "qty": 2.6807734925117064, "avg_price": 1119.08, "last_price": 1067.5, "unrealized_pnl": -138.2742967437536, "opened_at": "2026-03-02T10:31:26.559356+00:00"}, {"symbol": "BRNL_CFD.NL", "qty": 0.0, "avg_price": 7.05, "last_price": 6.68, "unrealized_pnl": 0.0, "opened_at": "2026-02-23T10:32:09.961595+00:00"}, {"symbol": "BTRW_CFD.UK", "qty": 8.262186725419994, "avg_price": 363.1, "last_price": 340.3, "unrealized_pnl": -188.37785733957597, "opened_at": "2026-03-02T18:21:09.503139+00:00"}, {"symbol": "BT_CFD.UK", "qty": 14.218009478672986, "avg_price": 211.0, "last_price": 207.1, "unrealized_pnl": -55.450236966824725, "opened_at": "2026-03-03T10:20:03.276878+00:00"}, {"symbol": "BYIT_CFD.UK", "qty": 10.252904989747094, "avg_price": 292.6, "last_price": 292.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T09:30:55.514112+00:00"}, {"symbol": "CABO_CFD.US", "qty": 31.71247357293869, "avg_price": 94.6, "last_price": 108.8, "unrealized_pnl": 450.3171247357295, "opened_at": "2026-02-27T18:23:55.960577+00:00"}, {"symbol": "DSY_CFD.FR", "qty": 0.0, "avg_price": 17.881, "last_price": 16.752, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T09:30:55.514112+00:00"}, {"symbol": "ERA_CFD.FR", "qty": 0.0, "avg_price": 47.4, "last_price": 46.329, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T17:33:27.020111+00:00"}, {"symbol": "ESTC_CFD.US", "qty": 0.0, "avg_price": 58.085, "last_price": 55.355000000000004, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T17:33:34.647633+00:00"}, {"symbol": "EXE_CFD.FR", "qty": 80.42248612712115, "avg_price": 37.303, "last_price": 35.9, "unrealized_pnl": -112.83274803635086, "opened_at": "2026-02-24T18:14:37.115518+00:00"}, {"symbol": "EZJ_CFD.UK", "qty": 6.855575868372943, "avg_price": 437.6, "last_price": 437.5, "unrealized_pnl": -0.6855575868374502, "opened_at": "2026-02-21T09:33:26.900894+00:00"}, {"symbol": "FUTR_CFD.UK", "qty": 22.466300549176236, "avg_price": 400.6, "last_price": 414.2, "unrealized_pnl": 305.54168746879606, "opened_at": "2026-02-18T09:36:37.284518+00:00"}, {"symbol": "HAIN_CFD.US", "qty": 0.0, "avg_price": 0.8, "last_price": 0.8, "unrealized_pnl": 0.0, "opened_at": "2026-02-27T18:23:55.960577+00:00"}, {"symbol": "HIK_CFD.UK", "qty": 0.0, "avg_price": 1409.0, "last_price": 1342.0, "unrealized_pnl": -142.65436479772887, "opened_at": "2026-02-26T10:33:24.101894+00:00"}, {"symbol": "HMSO_CFD.UK", "qty": 8.600917431192661, "avg_price": 348.8, "last_price": 348.8, "unrealized_pnl": 0.0, "opened_at": "2026-02-23T18:14:12.978497+00:00"}, {"symbol": "IPO_CFD.UK", "qty": 0.0, "avg_price": 57.7, "last_price": 57.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T09:33:44.817899+00:00"}, {"symbol": "KBCA_CFD.BE", "qty": 0.0, "avg_price": 75.3, "last_price": 75.1, "unrealized_pnl": 0.0, "opened_at": "2026-02-25T10:57:06.928276+00:00"}, {"symbol": "LIO_CFD.UK", "qty": 0.0, "avg_price": 250.0, "last_price": 270.0, "unrealized_pnl": 240.0, "opened_at": "2026-02-21T09:33:26.900894+00:00"}, {"symbol": "OCDO_CFD.UK", "qty": 13.824884792626728, "avg_price": 217.0, "last_price": 217.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-01T10:30:13.622938+00:00"}, {"symbol": "PAGE_CFD.UK", "qty": 14.577259475218659, "avg_price": 205.8, "last_price": 205.8, "unrealized_pnl": 0.0, "opened_at": "2026-02-22T09:32:59.506254+00:00"}, {"symbol": "REC_CFD.BE", "qty": 0.0, "avg_price": 11.08, "last_price": 10.68, "unrealized_pnl": 0.0, "opened_at": "2026-03-02T18:21:09.503139+00:00"}, {"symbol": "RHIM_CFD.UK", "qty": 1.073345259391771, "avg_price": 2795.0, "last_price": 2795.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-03T10:20:03.276878+00:00"}, {"symbol": "RMV_CFD.UK", "qty": 0.0, "avg_price": 424.3, "last_price": 416.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T00:47:27.070066+00:00"}, {"symbol": "SGE_CFD.UK", "qty": 0.0, "avg_price": 795.4, "last_price": 813.4, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T17:30:52.485845+00:00"}, {"symbol": "UKW_CFD.UK", "qty": 64.97022198159178, "avg_price": 92.35, "last_price": 94.79, "unrealized_pnl": 158.52734163508472, "opened_at": "2026-02-20T09:33:44.817899+00:00"}, {"symbol": "UMG_CFD.NL", "qty": 0.0, "avg_price": 19.085, "last_price": 18.665, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T09:33:49.074031+00:00"}, {"symbol": "WIZZ_CFD.UK", "qty": 0.0, "avg_price": 1299.0, "last_price": 1149.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-25T17:57:28.313088+00:00"}, {"symbol": "WPP_CFD.UK", "qty": 11.389521640091116, "avg_price": 263.4, "last_price": 240.8, "unrealized_pnl": -257.4031890660588, "opened_at": "2026-02-16T17:30:52.485845+00:00"}, {"symbol": "ZS_CFD.US", "qty": 0.0, "avg_price": 159.76, "last_price": 144.45, "unrealized_pnl": 0.0, "opened_at": "2026-02-21T17:32:49.140800+00:00"}], "candidates": [{"symbol": "TRN_CFD.UK", "mean_reversion_score": 85, "selection_reason": "distance_from_ma200 -22.56%, distance_from_ma50 -12.56%"}, {"symbol": "SYNT_CFD.UK", "mean_reversion_score": 92, "selection_reason": "distance_from_ma200 -73.62%, distance_from_ma50 -61.00%"}, {"symbol": "BIG_CFD.FR", "mean_reversion_score": 88, "selection_reason": "distance_from_ma200 -57.48%, distance_from_ma50 -45.84%"}, {"symbol": "CNA_CFD.UK", "mean_reversion_score": 79, "selection_reason": "distance_from_ma200 +12.69%, distance_from_ma50 +4.22%"}, {"symbol": "COTY_CFD.US", "mean_reversion_score": 68, "selection_reason": "distance_from_ma50 -12.43%"}], "output_schema": {"actions": {"sell": [{"symbol": "string", "reason": "string"}], "hold": [{"symbol": "string", "reason": "string"}], "buy": [{"symbol": "string", "position_size": "number (currency amount)", "reason": "string"}]}, "portfolio_rationale": "string"}}
Output JSON
{
  "actions": {
    "buy": [
      {
        "reason": "Top-ranked candidate with -73.62% distance from MA200",
        "symbol": "SYNT_CFD.UK",
        "position_size": 3000
      },
      {
        "reason": "Strong mean-reversion candidate with -57.48% from MA200",
        "symbol": "BIG_CFD.FR",
        "position_size": 3000
      }
    ],
    "hold": [
      {
        "reason": "Maintain existing profitable position",
        "symbol": "AKAM_CFD.US"
      },
      {
        "reason": "Keep existing profitable position +15.02%",
        "symbol": "CABO_CFD.US"
      },
      {
        "reason": "Hold existing position with +3.4% gain",
        "symbol": "FUTR_CFD.UK"
      },
      {
        "reason": "Retain position with +2.64% unrealized gain",
        "symbol": "UKW_CFD.UK"
      }
    ],
    "sell": [
      {
        "reason": "Underperforming position with -8.96% unrealized loss",
        "symbol": "WPP_CFD.UK"
      }
    ]
  },
  "portfolio_rationale": "First reduce exposure to underperforming asset WPP_CFD.UK. Allocate freed capital to top-ranked mean-reversion candidates SYNT_CFD.UK and BIG_CFD.FR based on significant deviations from moving averages. Maintain existing profitable positions within max_positions limit of 10 and avoid overtrading per strategy rules."
}
Selection logs
#387stage12026-03-03T19:21:26.253017+00:00
{
  "selected_stocks": [
    {
      "symbol": "TRN_CFD.UK",
      "selection_reason": "distance_from_ma200 -22.56%, distance_from_ma50 -12.56%",
      "mean_reversion_score": 85
    },
    {
      "symbol": "SYNT_CFD.UK",
      "selection_reason": "distance_from_ma200 -73.62%, distance_from_ma50 -61.00%",
      "mean_reversion_score": 92
    },
    {
      "symbol": "BIG_CFD.FR",
      "selection_reason": "distance_from_ma200 -57.48%, distance_from_ma50 -45.84%",
      "mean_reversion_score": 88
    },
    {
      "symbol": "CNA_CFD.UK",
      "selection_reason": "distance_from_ma200 +12.69%, distance_from_ma50 +4.22%",
      "mean_reversion_score": 79
    },
    {
      "symbol": "COTY_CFD.US",
      "selection_reason": "distance_from_ma50 -12.43%",
      "mean_reversion_score": 68
    }
  ],
  "rejected_common_reasons": [
    "sector_concentration",
    "insufficient_data",
    "excessive_volatility"
  ]
}