Arena run #343

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).

{"task": "stage1_universe_scan", "region": "EU", "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": "WPP_CFD.UK", "name": "WPP PLC", "sector": "", "last_price": 263.4, "change_1d_pct": -8.446298227320126, "distance_from_ma200_pct": -33.12263832969092, "distance_from_ma50_pct": -14.059074108876779, "volatility_20d_pct": 6180.039131285307, "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": 1812.0, "change_1d_pct": -7.219662058371734, "distance_from_ma200_pct": -2.516182676819012, "distance_from_ma50_pct": 4.053563926444004, "volatility_20d_pct": 7353.720365167649, "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": "UKW_CFD.UK", "name": "GREENCOAT UK WIND PLC", "sector": "", "last_price": 92.35, "change_1d_pct": -5.909322465613864, "distance_from_ma200_pct": -17.64082660607077, "distance_from_ma50_pct": -12.349969913308566, "volatility_20d_pct": 2773.983404143022, "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": 3270.0, "change_1d_pct": 18.306801736613608, "distance_from_ma200_pct": 15.315074372668791, "distance_from_ma50_pct": 15.114636224020273, "volatility_20d_pct": 105.57470323224747, "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": "BTRW_CFD.UK", "name": "Barratt Redrow Plc", "sector": "", "last_price": 377.4, "change_1d_pct": 0.9090909090909038, "distance_from_ma200_pct": -5.28549121293298, "distance_from_ma50_pct": -0.5047525194126434, "volatility_20d_pct": 106.95952062178588, "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": "MNDI_CFD.UK", "name": "MONDI PLC", "sector": "", "last_price": 875.4, "change_1d_pct": -3.035002215330085, "distance_from_ma200_pct": -12.703792119747192, "distance_from_ma50_pct": -2.3538587292125546, "volatility_20d_pct": 3722.256694775448, "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": "IPO_CFD.UK", "name": "IP GROUP PLC", "sector": "", "last_price": 55.9, "change_1d_pct": -2.951388888888895, "distance_from_ma200_pct": 6.980220141944948, "distance_from_ma50_pct": -4.919036603619542, "volatility_20d_pct": 3048.7333361404435, "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": "BYIT_CFD.UK", "name": "BYTES TECHNOLOGY GROUP PLC", "sector": "", "last_price": 303.4, "change_1d_pct": -0.19736842105263497, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -8.431320472269855, "volatility_20d_pct": 4293.435519186852, "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": "MKS_CFD.UK", "name": "MARKS & SPENCER GROUP PLC", "sector": "", "last_price": 397.6, "change_1d_pct": -2.572898799313894, "distance_from_ma200_pct": 10.091859972346917, "distance_from_ma50_pct": 12.883416074757426, "volatility_20d_pct": 3230.9162818073323, "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": "WKP_CFD.UK", "name": "WORKSPACE GROUP PLC", "sector": "", "last_price": 412.5, "change_1d_pct": -2.4822695035460973, "distance_from_ma200_pct": -0.6645361918828807, "distance_from_ma50_pct": 3.1817499624793744, "volatility_20d_pct": 3857.1547460259226, "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"}, {"symbol": "MSLH_CFD.UK", "name": "MARSHALLS PLC", "sector": "", "last_price": 179.0, "change_1d_pct": -1.8640350877193068, "distance_from_ma200_pct": -18.62123458406586, "distance_from_ma50_pct": 4.206326197237553, "volatility_20d_pct": 4778.187923340776, "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": "PAGE_CFD.UK", "name": "PAGEGROUP PLC", "sector": "", "last_price": 205.8, "change_1d_pct": -1.8129770992366345, "distance_from_ma200_pct": -20.77588815310809, "distance_from_ma50_pct": -10.0711565251285, "volatility_20d_pct": 6348.641656770371, "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": "GRG_CFD.UK", "name": "GREGGS PLC", "sector": "", "last_price": 1570.0, "change_1d_pct": -1.7521902377972465, "distance_from_ma200_pct": -7.7479256136856245, "distance_from_ma50_pct": -5.198503464783366, "volatility_20d_pct": 2727.2507519143423, "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": "NVDA_CFD.US", "name": "NVIDIA CORP", "sector": "", "last_price": 179.38, "change_1d_pct": -7.018453244868339, "distance_from_ma200_pct": 2.533500011717793, "distance_from_ma50_pct": -3.3704524102979527, "volatility_20d_pct": 73.2870546822064, "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": "GRI_CFD.UK", "name": "GRAINGER PLC", "sector": "", "last_price": 192.4, "change_1d_pct": 0.08322929671245038, "distance_from_ma200_pct": -4.9312468607917275, "distance_from_ma50_pct": 0.9128310349964197, "volatility_20d_pct": 71.43116862190418, "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": "MTN_CFD.US", "name": "", "sector": "", "last_price": 137.48, "change_1d_pct": -3.6107410783145277, "distance_from_ma200_pct": -7.823781705689148, "distance_from_ma50_pct": -1.3887912595523466, "volatility_20d_pct": 73.37276552252995, "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": "ZBH_CFD.US", "name": "Zimmer Biomet Holdings Inc", "sector": "", "last_price": 99.89, "change_1d_pct": 0.07012622720898865, "distance_from_ma200_pct": 4.829184260195518, "distance_from_ma50_pct": 9.180853947517997, "volatility_20d_pct": 53.36212078055538, "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": "PROX_CFD.BE", "name": "Proximus SA", "sector": "", "last_price": 7.08, "change_1d_pct": -13.288426209430481, "distance_from_ma200_pct": -2.3050084551703542, "distance_from_ma50_pct": -7.913938552063737, "volatility_20d_pct": 126.61036463851869, "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": "THG_CFD.UK", "name": "THG PLC", "sector": "", "last_price": 35.48, "change_1d_pct": -20.090090090090097, "distance_from_ma200_pct": 4.031971945380275, "distance_from_ma50_pct": -18.256005234564732, "volatility_20d_pct": 150.3458448856807, "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": "HIW_CFD.US", "name": "", "sector": "", "last_price": 22.84, "change_1d_pct": -0.13117621337997987, "distance_from_ma200_pct": -20.75167934269694, "distance_from_ma50_pct": -10.160798011265303, "volatility_20d_pct": 63.260238309428416, "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": "DEI_CFD.US", "name": "Douglas Emmett Inc", "sector": "", "last_price": 10.11, "change_1d_pct": 2.3279352226720507, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -7.731857118801466, "volatility_20d_pct": 2991.4769682262086, "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": "APTV_CFD.US", "name": "Aptiv PLC", "sector": "", "last_price": 74.18, "change_1d_pct": -4.799794661190959, "distance_from_ma200_pct": -3.318427497292309, "distance_from_ma50_pct": -7.091738454100716, "volatility_20d_pct": 78.93944473827398, "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": "ACKB_CFD.BE", "name": "Ackermans & Van Haaren NV", "sector": "", "last_price": 294.6, "change_1d_pct": 0.0, "distance_from_ma200_pct": 28.807750693779077, "distance_from_ma50_pct": 17.098103885176762, "volatility_20d_pct": 41.10800910807287, "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": "SLM_CFD.US", "name": "SLM CORP", "sector": "", "last_price": 18.94, "change_1d_pct": -4.4881492687846585, "distance_from_ma200_pct": -35.016811912440815, "distance_from_ma50_pct": -27.235007107457065, "volatility_20d_pct": 95.89464274862077, "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": "PRU_CFD.UK", "name": "", "sector": "", "last_price": 1145.5, "change_1d_pct": 4.899267399267404, "distance_from_ma200_pct": 11.886174790428306, "distance_from_ma50_pct": -0.9125217162037624, "volatility_20d_pct": 62.26709553371618, "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": "SDG_CFD.FR", "name": "", "sector": "", "last_price": 28.8, "change_1d_pct": -2.3728813559321993, "distance_from_ma200_pct": -10.344096555672355, "distance_from_ma50_pct": -4.05973880263889, "volatility_20d_pct": 76.58466116410548, "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": "SEM_CFD.PT", "name": "Semapa-Sociedade de Investimento e Gestao SGPS SA", "sector": "", "last_price": 24.15, "change_1d_pct": 8.295964125560529, "distance_from_ma200_pct": 33.02003397381239, "distance_from_ma50_pct": 13.413294010463117, "volatility_20d_pct": 132.43471569412125, "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"]}}

{
  "selected_stocks": [
    {
      "symbol": "WPP_CFD.UK",
      "selection_reason": "Large 1-day drop (-8.45%), far below MA200 (-33.12%) and MA50 (-14.06%), high volatility (6180%)",
      "mean_reversion_score": 85
    },
    {
      "symbol": "BIG_CFD.FR",
      "selection_reason": "Extreme 1-day drop (-40.65%), far below MA200 (-57.48%) and MA50 (-45.84%), high volatility (245.77%)",
      "mean_reversion_score": 90
    },
    {
      "symbol": "THG_CFD.UK",
      "selection_reason": "Large 1-day drop (-20.09%), below MA50 (-18.26%), high volatility (150.35%)",
      "mean_reversion_score": 80
    },
    {
      "symbol": "PAGE_CFD.UK",
      "selection_reason": "1-day drop (-1.81%), far below MA200 (-20.78%) and MA50 (-10.07%), high volatility (6348.64%)",
      "mean_reversion_score": 75
    },
    {
      "symbol": "HIW_CFD.US",
      "selection_reason": "Below MA200 (-20.75%) and MA50 (-10.16%), moderate volatility (63.26%)",
      "mean_reversion_score": 70
    }
  ],
  "rejected_common_reasons": [
    "Missing MA200 or MA50 data",
    "Earnings date unknown (cannot confirm avoidance)",
    "Sector concentration (unknown sectors, assumed overlap)",
    "Insufficient deviation from moving averages"
  ]
}

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.

{"task": "stage2_portfolio_management", "region": "EU", "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": "ACM_CFD.US", "qty": 0.0, "avg_price": 88.42, "last_price": 97.88, "unrealized_pnl": 0.0, "opened_at": "2026-02-15T10:57:15.913854+00:00"}, {"symbol": "AIR_CFD.DE", "qty": 0.0, "avg_price": 200.984, "last_price": 187.12, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T09:33:49.074031+00:00"}, {"symbol": "AMCX_CFD.US", "qty": 0.0, "avg_price": 7.5, "last_price": 7.365, "unrealized_pnl": -53.999999999999915, "opened_at": "2026-02-24T18:14:37.115518+00:00"}, {"symbol": "AMH_CFD.US", "qty": 0.0, "avg_price": 29.595, "last_price": 29.485, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T17:33:34.647633+00:00"}, {"symbol": "ATO_CFD.FR", "qty": 85.45547769612031, "avg_price": 35.106, "last_price": 40.34, "unrealized_pnl": 447.27397026149384, "opened_at": "2026-02-25T10:57:06.928276+00:00"}, {"symbol": "BYIT_CFD.UK", "qty": 10.252904989747094, "avg_price": 292.6, "last_price": 292.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-15T10:57:15.913854+00:00"}, {"symbol": "CRWD_CFD.US", "qty": 0.0, "avg_price": 350.24, "last_price": 350.055, "unrealized_pnl": -1.5846276838739344, "opened_at": "2026-02-23T18:14:12.978497+00:00"}, {"symbol": "DOM_CFD.UK", "qty": 15.052684395383842, "avg_price": 199.3, "last_price": 204.15, "unrealized_pnl": 73.00551931761154, "opened_at": "2026-02-19T09:33:49.074031+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": "ESTC_CFD.US", "qty": 0.0, "avg_price": 58.085, "last_price": 54.045, "unrealized_pnl": 0.0, "opened_at": "2026-02-21T17:32:49.140800+00:00"}, {"symbol": "EXM_CFD.BE", "qty": 300.0, "avg_price": 10.0, "last_price": 10.28, "unrealized_pnl": 83.9999999999998, "opened_at": "2026-02-21T09:33:26.900894+00:00"}, {"symbol": "EXPD_CFD.US", "qty": 22.01269398686576, "avg_price": 136.285, "last_price": 144.945, "unrealized_pnl": 190.6299299262574, "opened_at": "2026-02-24T18:14:37.115518+00:00"}, {"symbol": "EZJ_CFD.UK", "qty": 0.0, "avg_price": 474.05, "last_price": 473.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T17:33:34.647633+00:00"}, {"symbol": "FRVIA_CFD.FR", "qty": 0.0, "avg_price": 12.709, "last_price": 12.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-26T10:33:24.101894+00:00"}, {"symbol": "FUTR_CFD.UK", "qty": 7.488766849725412, "avg_price": 400.6, "last_price": 414.2, "unrealized_pnl": 101.84722915626534, "opened_at": "2026-02-18T09:36:37.284518+00:00"}, {"symbol": "GRI_CFD.UK", "qty": 0.0, "avg_price": 189.6, "last_price": 189.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-21T09:33:26.900894+00:00"}, {"symbol": "HIK_CFD.UK", "qty": 0.0, "avg_price": 1409.0, "last_price": 1408.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-26T10:33:24.101894+00:00"}, {"symbol": "JEF_CFD.US", "qty": 63.21112515802781, "avg_price": 47.46, "last_price": 44.27, "unrealized_pnl": -201.64348925410857, "opened_at": "2026-02-26T18:07:22.382508+00:00"}, {"symbol": "LIO_CFD.UK", "qty": 12.0, "avg_price": 250.0, "last_price": 270.0, "unrealized_pnl": 240.0, "opened_at": "2026-02-20T09:33:44.817899+00:00"}, {"symbol": "NA9_CFD.DE", "qty": 61.756350611387866, "avg_price": 48.578, "last_price": 55.916, "unrealized_pnl": 453.16810078636377, "opened_at": "2026-02-25T10:57:06.928276+00:00"}, {"symbol": "OCDO_CFD.UK", "qty": 13.824884792626728, "avg_price": 217.0, "last_price": 217.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T17:30:52.485845+00:00"}, {"symbol": "OKTA_CFD.US", "qty": 42.747221430607006, "avg_price": 70.18, "last_price": 72.54, "unrealized_pnl": 100.88344257623251, "opened_at": "2026-02-23T18:14:12.978497+00:00"}, {"symbol": "RMV_CFD.UK", "qty": 0.0, "avg_price": 424.3, "last_price": 424.3, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T00:47:27.070066+00:00"}, {"symbol": "TRN_CFD.UK", "qty": 0.0, "avg_price": 196.2, "last_price": 196.5, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T09:30:55.514112+00:00"}, {"symbol": "TRST_CFD.UK", "qty": 0.0, "avg_price": 134.3, "last_price": 139.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T17:30:52.485845+00:00"}, {"symbol": "UKW_CFD.UK", "qty": 32.48511099079589, "avg_price": 92.35, "last_price": 92.35, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T09:33:44.817899+00:00"}, {"symbol": "WKP_CFD.UK", "qty": 7.2727272727272725, "avg_price": 412.5, "last_price": 412.5, "unrealized_pnl": 0.0, "opened_at": "2026-02-22T09:32:59.506254+00:00"}, {"symbol": "WPP_CFD.UK", "qty": 0.0, "avg_price": 262.5, "last_price": 277.8, "unrealized_pnl": 0.0, "opened_at": "2026-02-18T09:36:37.284518+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": "WPP_CFD.UK", "mean_reversion_score": 85, "selection_reason": "Large 1-day drop (-8.45%), far below MA200 (-33.12%) and MA50 (-14.06%), high volatility (6180%)"}, {"symbol": "BIG_CFD.FR", "mean_reversion_score": 90, "selection_reason": "Extreme 1-day drop (-40.65%), far below MA200 (-57.48%) and MA50 (-45.84%), high volatility (245.77%)"}, {"symbol": "THG_CFD.UK", "mean_reversion_score": 80, "selection_reason": "Large 1-day drop (-20.09%), below MA50 (-18.26%), high volatility (150.35%)"}, {"symbol": "PAGE_CFD.UK", "mean_reversion_score": 75, "selection_reason": "1-day drop (-1.81%), far below MA200 (-20.78%) and MA50 (-10.07%), high volatility (6348.64%)"}, {"symbol": "HIW_CFD.US", "mean_reversion_score": 70, "selection_reason": "Below MA200 (-20.75%) and MA50 (-10.16%), moderate volatility (63.26%)"}], "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"}}

{
  "actions": {
    "buy": [
      {
        "reason": "Highest mean-reversion score (90) with extreme 1-day drop (-40.65%) and far below MA200 (-57.48%).",
        "symbol": "BIG_CFD.FR",
        "position_size": 3000
      },
      {
        "reason": "High mean-reversion score (85) with large 1-day drop (-8.45%) and far below MA200 (-33.12%).",
        "symbol": "WPP_CFD.UK",
        "position_size": 3000
      }
    ],
    "hold": [
      {
        "reason": "Positive unrealized PnL (447.27), no strong sell signal, holding for further upside.",
        "symbol": "ATO_CFD.FR"
      },
      {
        "reason": "No price movement since entry, no clear mean-reversion signal, holding.",
        "symbol": "BYIT_CFD.UK"
      },
      {
        "reason": "Positive unrealized PnL (73.01), no strong sell signal, holding.",
        "symbol": "DOM_CFD.UK"
      },
      {
        "reason": "Positive unrealized PnL (84.00), no strong sell signal, holding.",
        "symbol": "EXM_CFD.BE"
      },
      {
        "reason": "Positive unrealized PnL (190.63), no strong sell signal, holding.",
        "symbol": "EXPD_CFD.US"
      },
      {
        "reason": "Positive unrealized PnL (101.85), no strong sell signal, holding.",
        "symbol": "FUTR_CFD.UK"
      },
      {
        "reason": "Positive unrealized PnL (240.00), no strong sell signal, holding.",
        "symbol": "LIO_CFD.UK"
      },
      {
        "reason": "Positive unrealized PnL (453.17), no strong sell signal, holding.",
        "symbol": "NA9_CFD.DE"
      },
      {
        "reason": "No price movement since entry, no clear mean-reversion signal, holding.",
        "symbol": "OCDO_CFD.UK"
      },
      {
        "reason": "Positive unrealized PnL (100.88), no strong sell signal, holding.",
        "symbol": "OKTA_CFD.US"
      },
      {
        "reason": "No price movement since entry, no clear mean-reversion signal, holding.",
        "symbol": "UKW_CFD.UK"
      },
      {
        "reason": "No price movement since entry, no clear mean-reversion signal, holding.",
        "symbol": "WKP_CFD.UK"
      }
    ],
    "sell": [
      {
        "reason": "Negative unrealized PnL (-201.64) with no clear mean-reversion signal, prefer to reallocate capital to stronger candidates.",
        "symbol": "JEF_CFD.US"
      }
    ]
  },
  "portfolio_rationale": "Portfolio rebalanced to reduce exposure to underperforming position (JEF_CFD.US) and allocate capital to two high-conviction mean-reversion candidates (BIG_CFD.FR and WPP_CFD.UK). Existing positions with positive PnL or no clear sell signals are held to avoid overtrading. Gross leverage remains within limits (max 3.0)."
}

{
  "selected_stocks": [
    {
      "symbol": "WPP_CFD.UK",
      "selection_reason": "Large 1-day drop (-8.45%), far below MA200 (-33.12%) and MA50 (-14.06%), high volatility (6180%)",
      "mean_reversion_score": 85
    },
    {
      "symbol": "BIG_CFD.FR",
      "selection_reason": "Extreme 1-day drop (-40.65%), far below MA200 (-57.48%) and MA50 (-45.84%), high volatility (245.77%)",
      "mean_reversion_score": 90
    },
    {
      "symbol": "THG_CFD.UK",
      "selection_reason": "Large 1-day drop (-20.09%), below MA50 (-18.26%), high volatility (150.35%)",
      "mean_reversion_score": 80
    },
    {
      "symbol": "PAGE_CFD.UK",
      "selection_reason": "1-day drop (-1.81%), far below MA200 (-20.78%) and MA50 (-10.07%), high volatility (6348.64%)",
      "mean_reversion_score": 75
    },
    {
      "symbol": "HIW_CFD.US",
      "selection_reason": "Below MA200 (-20.75%) and MA50 (-10.16%), moderate volatility (63.26%)",
      "mean_reversion_score": 70
    }
  ],
  "rejected_common_reasons": [
    "Missing MA200 or MA50 data",
    "Earnings date unknown (cannot confirm avoidance)",
    "Sector concentration (unknown sectors, assumed overlap)",
    "Insufficient deviation from moving averages"
  ]
}