Arena run #1043

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": "FUTR_CFD.UK", "name": "FUTURE PLC", "sector": "", "last_price": 368.42, "change_1d_pct": -30.74812030075188, "distance_from_ma200_pct": -45.17933560634293, "distance_from_ma50_pct": -32.26659626501075, "volatility_20d_pct": 170.38116786538166, "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": 2.052451539338662, "distance_from_ma200_pct": -18.41965657865713, "distance_from_ma50_pct": 4.539832012082234, "volatility_20d_pct": 102.90810964969117, "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": "BOY_CFD.UK", "name": "BODYCOTE PLC", "sector": "", "last_price": 775.4, "change_1d_pct": 24.163330664531625, "distance_from_ma200_pct": 28.652243313347768, "distance_from_ma50_pct": 18.63612217470385, "volatility_20d_pct": 103.46484337510964, "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": "PHP_CFD.UK", "name": "PRIMARY HEALTH PROPERTIES", "sector": "", "last_price": 107.7, "change_1d_pct": 10.518214468958442, "distance_from_ma200_pct": 11.915056783642308, "distance_from_ma50_pct": 10.278080977082226, "volatility_20d_pct": 53.84238650296991, "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": "SPX_CFD.UK", "name": "SPIRAX-SARCO ENGINEERING PLC", "sector": "", "last_price": 7608.71, "change_1d_pct": 10.91413994169097, "distance_from_ma200_pct": 15.905097055024719, "distance_from_ma50_pct": 8.459177525660632, "volatility_20d_pct": 84.71063298478786, "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": 152.7, "change_1d_pct": -36.79635761589404, "distance_from_ma200_pct": -40.61156091058385, "distance_from_ma50_pct": -31.72721647345812, "volatility_20d_pct": 193.22753953431183, "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": "ESNT_CFD.UK", "name": "ESSENTRA PLC", "sector": "", "last_price": 108.4, "change_1d_pct": 4.230769230769238, "distance_from_ma200_pct": 7.40452119530135, "distance_from_ma50_pct": 9.771484932749797, "volatility_20d_pct": 98.9832071461764, "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": "MCG_CFD.UK", "name": "MOBICO GROUP PLC", "sector": "", "last_price": 19.51, "change_1d_pct": -21.646586345381515, "distance_from_ma200_pct": -29.294942649537013, "distance_from_ma50_pct": -17.188746837807088, "volatility_20d_pct": 260.52106739031456, "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": "SHC_CFD.UK", "name": "SHAFTESBURY CAPITAL PLC", "sector": "", "last_price": 140.4, "change_1d_pct": -2.9045643153526868, "distance_from_ma200_pct": 0.26963533347688085, "distance_from_ma50_pct": -0.771073778544229, "volatility_20d_pct": 63.75522821252001, "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": "PAG_CFD.UK", "name": "PARAGON BANKING GROUP PLC", "sector": "", "last_price": 852.5, "change_1d_pct": -3.399433427762044, "distance_from_ma200_pct": -1.3404962254783492, "distance_from_ma50_pct": 0.699141440891915, "volatility_20d_pct": 71.52779356208148, "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": "LIO_CFD.UK", "name": "LIONTRUST ASSET MANAGEMENT", "sector": "", "last_price": 257.5, "change_1d_pct": 3.8306451612903247, "distance_from_ma200_pct": -20.8874735683513, "distance_from_ma50_pct": 0.10846703807232405, "volatility_20d_pct": 141.21527367452939, "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": "UTG_CFD.UK", "name": "UNITE GROUP PLC/THE", "sector": "", "last_price": 505.0, "change_1d_pct": -8.265213442325159, "distance_from_ma200_pct": -32.12786599325862, "distance_from_ma50_pct": -13.548388422126267, "volatility_20d_pct": 98.87339279796446, "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": "CBG_CFD.UK", "name": "CLOSE BROTHERS GROUP PLC", "sector": "", "last_price": 372.74, "change_1d_pct": -26.625984251968504, "distance_from_ma200_pct": -13.365429078084645, "distance_from_ma50_pct": -22.129222788055436, "volatility_20d_pct": 169.0552301316783, "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": "TPK_CFD.UK", "name": "TRAVIS PERKINS PLC", "sector": "", "last_price": 601.57, "change_1d_pct": -1.21029986533977, "distance_from_ma200_pct": 0.5267641208837714, "distance_from_ma50_pct": -4.983077425595306, "volatility_20d_pct": 108.19399806448348, "market_cap_usd": null, 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"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": "ERA_CFD.FR", "name": "Eramet", "sector": "", "last_price": 51.95, "change_1d_pct": 2.9528339278636517, "distance_from_ma200_pct": -7.215615638678486, "distance_from_ma50_pct": -11.840073311045863, "volatility_20d_pct": 94.50049855306494, "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": "ADJ_CFD.DE", "name": "ADLER GROUP SA", "sector": "", "last_price": 0.174, "change_1d_pct": 0.5780346820809301, "distance_from_ma200_pct": -13.818722139673124, "distance_from_ma50_pct": -5.793178126691922, "volatility_20d_pct": 294.59302160430366, "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": "ITV_CFD.UK", "name": "ITV PLC", "sector": "", "last_price": 77.2, "change_1d_pct": -8.313539192399045, "distance_from_ma200_pct": -3.1613066700786008, "distance_from_ma50_pct": -5.057064147973234, "volatility_20d_pct": 145.60286782433963, "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": "DOCS_CFD.UK", "name": "DR. MARTENS PLC", "sector": "", "last_price": 64.4, "change_1d_pct": -3.7369207772795177, "distance_from_ma200_pct": -14.81943439575366, "distance_from_ma50_pct": -12.617301774248702, "volatility_20d_pct": 126.3056770096304, "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": "AUTO_CFD.UK", "name": "AUTOTRADER GROUP PLC", "sector": "", "last_price": 490.4, "change_1d_pct": -38.63326367424575, "distance_from_ma200_pct": -37.426260695289436, "distance_from_ma50_pct": -31.896720766000808, "volatility_20d_pct": 130.06763966702516, "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": "PRUDENTIAL PLC", "sector": "", "last_price": 1083.5, "change_1d_pct": 1.5939990623534905, "distance_from_ma200_pct": 3.4579741725546453, "distance_from_ma50_pct": -3.3089489241012404, "volatility_20d_pct": 106.75001496511642, "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": "EEFT_CFD.US", "name": "Euronet Worldwide Inc", "sector": "", "last_price": 64.79, "change_1d_pct": -3.124999999999989, "distance_from_ma200_pct": -21.62251909989893, "distance_from_ma50_pct": -8.277791305431137, "volatility_20d_pct": 71.85042530060264, "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": "ABDN_CFD.UK", "name": "Aberdeen Group Plc", "sector": "", "last_price": 193.2, "change_1d_pct": -11.780821917808225, "distance_from_ma200_pct": 1.3805491026614547, "distance_from_ma50_pct": -6.772144752169284, "volatility_20d_pct": 87.08429925175024, "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": "ALTR_CFD.PT", "name": "Altri SGPS SA", "sector": "", "last_price": 4.92, "change_1d_pct": 7.894736842105243, "distance_from_ma200_pct": 2.9427611047934343, "distance_from_ma50_pct": 5.366856555446109, "volatility_20d_pct": 64.77855600418211, "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": "KGF_CFD.UK", "name": "KINGFISHER PLC", "sector": "", "last_price": 288.9, "change_1d_pct": -19.683069224353634, "distance_from_ma200_pct": -1.601320156743069, "distance_from_ma50_pct": -11.033453146133033, "volatility_20d_pct": 108.51503014907387, "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": "UBI_CFD.FR", "name": "UBISoft Entertainment", "sector": "", "last_price": 3.902, "change_1d_pct": -2.47438140464884, "distance_from_ma200_pct": -45.5889694255188, "distance_from_ma50_pct": -5.704605539793994, "volatility_20d_pct": 100.74121862668639, "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": "FUTR_CFD.UK",
      "selection_reason": "High negative deviation from 200-day MA and significant 1-day drop.",
      "mean_reversion_score": 85
    },
    {
      "symbol": "PAGE_CFD.UK",
      "selection_reason": "Large negative deviation from 200-day MA and substantial 1-day decline.",
      "mean_reversion_score": 80
    },
    {
      "symbol": "MCG_CFD.UK",
      "selection_reason": "Significant negative deviation from 200-day MA and notable 1-day drop.",
      "mean_reversion_score": 78
    },
    {
      "symbol": "CBG_CFD.UK",
      "selection_reason": "High negative deviation from 50-day MA and substantial 1-day decline.",
      "mean_reversion_score": 75
    },
    {
      "symbol": "IWG_CFD.UK",
      "selection_reason": "Negative deviation from both 200-day and 50-day MA with significant 1-day drop.",
      "mean_reversion_score": 72
    }
  ],
  "rejected_common_reasons": [
    "Lack of significant deviation from moving averages.",
    "Insufficient volatility for mean-reversion strategy.",
    "Potential earnings events within the next 5 trading days (unknown).",
    "Sector concentration constraints."
  ]
}

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": "ABF_CFD.UK", "qty": 1.6220600162206003, "avg_price": 1849.5, "last_price": 1888.0, "unrealized_pnl": 62.44931062449311, "opened_at": "2026-03-10T10:41:24.306870+00:00"}, {"symbol": "ADJ_CFD.DE", "qty": 0.0, "avg_price": 0.184, "last_price": 0.2, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T21:00:47.737392+00:00"}, {"symbol": "ADS_CFD.DE", "qty": 21.873860736419978, "avg_price": 137.15, "last_price": 135.129, "unrealized_pnl": -44.207072548305106, "opened_at": "2026-03-04T10:26:53.527562+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": "AMH_CFD.US", "qty": 0.0, "avg_price": 29.634999999999998, "last_price": 28.67, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T17:33:34.647633+00:00"}, {"symbol": "AML_CFD.UK", "qty": 0.0, "avg_price": 39.92, "last_price": 36.92, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T09:33:44.817899+00:00"}, {"symbol": "ATG_CFD.UK", "qty": 10.135135135135135, "avg_price": 296.0, "last_price": 320.0, "unrealized_pnl": 243.24324324324323, "opened_at": "2026-02-16T21:00:47.737392+00:00"}, {"symbol": "BBY_CFD.UK", "qty": 4.129387474191328, "avg_price": 726.5, "last_price": 726.5, "unrealized_pnl": 0.0, "opened_at": "2026-03-06T18:02:13.212382+00:00"}, {"symbol": "BIG_CFD.FR", "qty": 0.0, "avg_price": 0.453, "last_price": 0.296, "unrealized_pnl": 0.0, "opened_at": "2026-02-22T17:33:48.338981+00:00"}, {"symbol": "BLND_CFD.UK", "qty": 8.237232289950576, "avg_price": 364.2, "last_price": 361.8, "unrealized_pnl": -19.769357495881195, "opened_at": "2026-03-10T10:41:24.306870+00:00"}, {"symbol": "BOY_CFD.UK", "qty": 4.73186119873817, "avg_price": 634.0, "last_price": 634.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-27T09:59:46.331143+00:00"}, {"symbol": "BTRW_CFD.UK", "qty": 11.63241566498643, "avg_price": 257.9, "last_price": 259.8, "unrealized_pnl": 22.101589763474614, "opened_at": "2026-03-20T18:25:08.105367+00:00"}, {"symbol": "BT_CFD.UK", "qty": 0.0, "avg_price": 204.0, "last_price": 203.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T09:33:49.074031+00:00"}, {"symbol": "BYIT_CFD.UK", "qty": 10.252904989747094, "avg_price": 292.6, "last_price": 292.6, "unrealized_pnl": 0.0, "opened_at": "2026-03-04T18:49:26.891792+00:00"}, {"symbol": "BYW6_CFD.DE", "qty": 0.0, "avg_price": 3.005, "last_price": 2.94, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T17:33:27.020111+00:00"}, {"symbol": "CBG_CFD.UK", "qty": 8.748396127376648, "avg_price": 342.92, "last_price": 342.92, "unrealized_pnl": 0.0, "opened_at": "2026-03-08T18:08:31.007911+00:00"}, {"symbol": "CCC_CFD.UK", "qty": 0.0, "avg_price": 2978.0, "last_price": 2926.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-25T17:57:28.313088+00:00"}, {"symbol": "CCL_CFD.UK", "qty": 0.0, "avg_price": 1945.9999999999998, "last_price": 1849.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-02T10:31:26.559356+00:00"}, {"symbol": "CO_CFD.FR", "qty": 0.0, "avg_price": 0.171, "last_price": 0.165, "unrealized_pnl": 0.0, "opened_at": "2026-03-06T10:33:43.857578+00:00"}, {"symbol": "CRDA_CFD.UK", "qty": 0.0, "avg_price": 2911.0, "last_price": 2852.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-02T10:31:26.559356+00:00"}, {"symbol": "CRST_CFD.UK", "qty": 100.9845998485231, "avg_price": 118.83, "last_price": 118.83, "unrealized_pnl": 0.0, "opened_at": "2026-03-20T10:26:40.341409+00:00"}, {"symbol": "CRWD_CFD.US", "qty": 0.0, "avg_price": 422.705, "last_price": 388.21500000000003, "unrealized_pnl": 0.0, "opened_at": "2026-02-20T17:33:34.647633+00:00"}, {"symbol": "EMG_CFD.UK", "qty": 11.857707509881424, "avg_price": 252.99999999999997, "last_price": 252.66, "unrealized_pnl": -4.031620553359388, "opened_at": "2026-03-15T18:15:23.812047+00:00"}, {"symbol": "ERA_CFD.FR", "qty": 0.0, "avg_price": 47.4, "last_price": 45.76, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T17:33:27.020111+00:00"}, {"symbol": "ESNT_CFD.UK", "qty": 62.82722513089005, "avg_price": 95.5, "last_price": 95.5, "unrealized_pnl": 0.0, "opened_at": "2026-03-20T10:26:40.341409+00:00"}, {"symbol": "EZJ_CFD.UK", "qty": 0.0, "avg_price": 474.05, "last_price": 437.5, "unrealized_pnl": 0.0, "opened_at": "2026-02-22T09:32:59.506254+00:00"}, {"symbol": "FLO_CFD.US", "qty": 0.0, "avg_price": 9.875, "last_price": 9.245000000000001, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T00:47:27.070066+00:00"}, {"symbol": "FRVIA_CFD.FR", "qty": 0.0, "avg_price": 12.709, "last_price": 11.64, "unrealized_pnl": 0.0, "opened_at": "2026-02-26T10:33:24.101894+00:00"}, {"symbol": "FUTR_CFD.UK", "qty": 0.0, "avg_price": 400.6, "last_price": 368.42, "unrealized_pnl": 0.0, "opened_at": "2026-02-18T09:36:37.284518+00:00"}, {"symbol": "GRI_CFD.UK", "qty": 15.822784810126583, "avg_price": 189.6, "last_price": 189.6, "unrealized_pnl": 0.0, "opened_at": "2026-02-22T09:32:59.506254+00:00"}, {"symbol": "HAIN_CFD.US", "qty": 0.0, "avg_price": 0.7051, "last_price": 0.6, "unrealized_pnl": 0.0, "opened_at": "2026-03-20T18:25:08.105367+00:00"}, {"symbol": "HIK_CFD.UK", "qty": 0.0, "avg_price": 1408.0, "last_price": 1275.0, "unrealized_pnl": 0.0, "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": "2026-03-16T10:12:30.296045+00:00"}, {"symbol": "IEP_CFD.BE", "qty": 582.5242718446601, "avg_price": 5.15, "last_price": 5.2, "unrealized_pnl": 29.1262135922329, "opened_at": "2026-02-24T18:14:37.115518+00:00"}, {"symbol": "IHG_CFD.UK", "qty": 23.21083172147002, "avg_price": 129.25, "last_price": 130.25, "unrealized_pnl": 23.21083172147002, "opened_at": "2026-03-07T10:14:47.113218+00:00"}, {"symbol": "JDW_CFD.UK", "qty": 4.514672686230249, "avg_price": 664.5, "last_price": 664.5, "unrealized_pnl": 0.0, "opened_at": "2026-03-15T10:35:48.762746+00:00"}, {"symbol": "KGF_CFD.UK", "qty": 0.0, "avg_price": 315.6, "last_price": 298.6, "unrealized_pnl": 0.0, "opened_at": "2026-03-15T18:15:23.812047+00:00"}, {"symbol": "LMP_CFD.UK", "qty": 33.09431880860452, "avg_price": 181.3, "last_price": 182.5, "unrealized_pnl": 39.713182570325046, "opened_at": "2026-03-23T10:03:51.599067+00:00"}, {"symbol": "LXS_CFD.DE", "qty": 0.0, "avg_price": 20.34, "last_price": 20.025, "unrealized_pnl": 0.0, "opened_at": "2026-02-18T09:36:37.284518+00:00"}, {"symbol": "MCG_CFD.UK", "qty": 172.51293847038528, "avg_price": 17.39, "last_price": 17.39, "unrealized_pnl": 0.0, "opened_at": "2026-03-08T18:08:31.007911+00:00"}, {"symbol": "MSLH_CFD.UK", "qty": 63.92045454545454, "avg_price": 140.8, "last_price": 140.8, "unrealized_pnl": 0.0, "opened_at": "2026-03-21T17:59:11.913241+00:00"}, {"symbol": "OCDO_CFD.UK", "qty": 0.0, "avg_price": 217.0, "last_price": 204.3, "unrealized_pnl": 0.0, "opened_at": "2026-02-19T00:47:27.070066+00:00"}, {"symbol": "OSB_CFD.UK", "qty": 0.0, "avg_price": 553.5815365927725, "last_price": 544.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-12T18:01:52.554929+00:00"}, {"symbol": "PAGE_CFD.UK", "qty": 22.57336343115124, "avg_price": 132.9, "last_price": 132.9, "unrealized_pnl": 0.0, "opened_at": "2026-03-05T10:27:11.178069+00:00"}, {"symbol": "PSN_CFD.UK", "qty": 0.0, "avg_price": 1113.0, "last_price": 1078.5, "unrealized_pnl": 0.0, "opened_at": "2026-03-21T17:59:11.913241+00:00"}, {"symbol": "RHIM_CFD.UK", "qty": 0.0, "avg_price": 2550.0, "last_price": 2325.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-10T18:24:41.570614+00:00"}, {"symbol": "RMV_CFD.UK", "qty": 0.0, "avg_price": 424.3, "last_price": 416.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-21T17:32:49.140800+00:00"}, {"symbol": "ROR_CFD.UK", "qty": 0.0, "avg_price": 315.64, "last_price": 309.4, "unrealized_pnl": 0.0, "opened_at": "2026-03-16T10:12:30.296045+00:00"}, {"symbol": "SAFE_CFD.UK", "qty": 0.0, "avg_price": 708.0, "last_price": 643.5, "unrealized_pnl": 0.0, "opened_at": "2026-03-10T18:24:41.570614+00:00"}, {"symbol": "SPX_CFD.UK", "qty": 0.45871559633027525, "avg_price": 6540.0, "last_price": 6540.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-27T09:59:46.331143+00:00"}, {"symbol": "SYNT_CFD.UK", "qty": 326.0869565217392, "avg_price": 18.4, "last_price": 38.9, "unrealized_pnl": 6684.782608695653, "opened_at": "2026-03-03T18:03:34.247734+00:00"}, {"symbol": "TRN_CFD.UK", "qty": 81.30081300813009, "avg_price": 184.5, "last_price": 211.4, "unrealized_pnl": 2186.9918699187, "opened_at": "2026-03-03T18:03:34.247734+00:00"}, {"symbol": "UKW_CFD.UK", "qty": 97.45533297238767, "avg_price": 92.35, "last_price": 96.43, "unrealized_pnl": 397.6177585273429, "opened_at": "2026-02-20T09:33:44.817899+00:00"}, {"symbol": "UTG_CFD.UK", "qty": 0.0, "avg_price": 505.0, "last_price": 461.2, "unrealized_pnl": 0.0, "opened_at": "2026-02-27T18:23:55.960577+00:00"}, {"symbol": "VTY_CFD.UK", "qty": 0.0, "avg_price": 427.6, "last_price": 406.1, "unrealized_pnl": -150.84190832553787, "opened_at": "2026-03-11T10:11:17.665074+00:00"}, {"symbol": "WIX_CFD.UK", "qty": 0.0, "avg_price": 224.5, "last_price": 220.5, "unrealized_pnl": 0.0, "opened_at": "2026-03-09T10:19:46.508085+00:00"}, {"symbol": "WIZZ_CFD.UK", "qty": 0.0, "avg_price": 1299.0, "last_price": 1080.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-25T17:57:28.313088+00:00"}, {"symbol": "WKP_CFD.UK", "qty": 7.2727272727272725, "avg_price": 412.5, "last_price": 412.5, "unrealized_pnl": 0.0, "opened_at": "2026-02-21T09:33:26.900894+00:00"}, {"symbol": "WPP_CFD.UK", "qty": 0.0, "avg_price": 263.4, "last_price": 240.8, "unrealized_pnl": 0.0, "opened_at": "2026-02-27T18:23:55.960577+00:00"}, {"symbol": "WTB_CFD.UK", "qty": 0.0, "avg_price": 2345.0, "last_price": 2308.0, "unrealized_pnl": 0.0, "opened_at": "2026-03-13T18:17:31.188931+00:00"}], "candidates": [{"symbol": "FUTR_CFD.UK", "mean_reversion_score": 85, "selection_reason": "High negative deviation from 200-day MA and significant 1-day drop."}, {"symbol": "PAGE_CFD.UK", "mean_reversion_score": 80, "selection_reason": "Large negative deviation from 200-day MA and substantial 1-day decline."}, {"symbol": "MCG_CFD.UK", "mean_reversion_score": 78, "selection_reason": "Significant negative deviation from 200-day MA and notable 1-day drop."}, {"symbol": "CBG_CFD.UK", "mean_reversion_score": 75, "selection_reason": "High negative deviation from 50-day MA and substantial 1-day decline."}, {"symbol": "IWG_CFD.UK", "mean_reversion_score": 72, "selection_reason": "Negative deviation from both 200-day and 50-day MA with significant 1-day drop."}], "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": "High negative deviation from 200-day MA and significant 1-day drop.",
        "symbol": "FUTR_CFD.UK",
        "position_size": 3000
      },
      {
        "reason": "Large negative deviation from 200-day MA and substantial 1-day decline.",
        "symbol": "PAGE_CFD.UK",
        "position_size": 3000
      }
    ],
    "hold": [
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "ABF_CFD.UK"
      },
      {
        "reason": "Current position is slightly negative; no clear improvement from selling.",
        "symbol": "ADS_CFD.DE"
      },
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "ATG_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "BBY_CFD.UK"
      },
      {
        "reason": "Current position is slightly negative; no clear improvement from selling.",
        "symbol": "BLND_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "BOY_CFD.UK"
      },
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "BTRW_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "BYIT_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "CBG_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "CRST_CFD.UK"
      },
      {
        "reason": "Current position is slightly negative; no clear improvement from selling.",
        "symbol": "EMG_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "ESNT_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "GRI_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "HMSO_CFD.UK"
      },
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "IEP_CFD.BE"
      },
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "IHG_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "JDW_CFD.UK"
      },
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "LMP_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "MCG_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "MSLH_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "PAGE_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "SPX_CFD.UK"
      },
      {
        "reason": "Current position is highly profitable; no clear improvement from selling.",
        "symbol": "SYNT_CFD.UK"
      },
      {
        "reason": "Current position is highly profitable; no clear improvement from selling.",
        "symbol": "TRN_CFD.UK"
      },
      {
        "reason": "Current position is profitable; no clear improvement from selling.",
        "symbol": "UKW_CFD.UK"
      },
      {
        "reason": "Current position is at break-even; no clear improvement from selling.",
        "symbol": "WKP_CFD.UK"
      }
    ],
    "sell": []
  },
  "portfolio_rationale": "The portfolio is currently well-positioned with several profitable and break-even positions. Given the strategy's constraints on overtrading and the marginal improvements from potential trades, the decision is to hold most positions. Two new positions are added based on significant mean-reversion opportunities identified in the candidates."
}

{
  "selected_stocks": [
    {
      "symbol": "FUTR_CFD.UK",
      "selection_reason": "High negative deviation from 200-day MA and significant 1-day drop.",
      "mean_reversion_score": 85
    },
    {
      "symbol": "PAGE_CFD.UK",
      "selection_reason": "Large negative deviation from 200-day MA and substantial 1-day decline.",
      "mean_reversion_score": 80
    },
    {
      "symbol": "MCG_CFD.UK",
      "selection_reason": "Significant negative deviation from 200-day MA and notable 1-day drop.",
      "mean_reversion_score": 78
    },
    {
      "symbol": "CBG_CFD.UK",
      "selection_reason": "High negative deviation from 50-day MA and substantial 1-day decline.",
      "mean_reversion_score": 75
    },
    {
      "symbol": "IWG_CFD.UK",
      "selection_reason": "Negative deviation from both 200-day and 50-day MA with significant 1-day drop.",
      "mean_reversion_score": 72
    }
  ],
  "rejected_common_reasons": [
    "Lack of significant deviation from moving averages.",
    "Insufficient volatility for mean-reversion strategy.",
    "Potential earnings events within the next 5 trading days (unknown).",
    "Sector concentration constraints."
  ]
}