{
  "cohort_summary": {
    "common_triggers": [
      "strong_downtrend",
      "falling_ma20"
    ],
    "concentration_score": 0.75,
    "dominant_direction": "SHORT",
    "dominant_sectors": [
      "SaaS / Seat-Based",
      "Cloud / DevOps / Data",
      "Cybersecurity"
    ],
    "median_conviction": 0.9233,
    "persistence": "PERSISTENT"
  },
  "deployable_picks": [
    {
      "appearances_7d": 200,
      "deploy_rank_score": 0.806,
      "deployable": true,
      "direction": "SHORT",
      "explanation_summary": "Deployable: strong conviction 0.90, Mega Cap Tech, (recurring leader)",
      "filtered_reason": "",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.888,
      "position_pct": 0.1855,
      "rank": 1,
      "raw_conviction": 0.904,
      "raw_rank_score": 0.7646,
      "recurrence": 1.0,
      "sector": "Mega Cap Tech",
      "symbol": "TSLA",
      "why_selected": "Deployable: strong conviction 0.90, Mega Cap Tech, (recurring leader)"
    },
    {
      "appearances_7d": 112,
      "deploy_rank_score": 0.7864,
      "deployable": true,
      "direction": "SHORT",
      "explanation_summary": "Deployable: strong conviction 0.91, (recurring leader)",
      "filtered_reason": "",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.968,
      "position_pct": 0.1878,
      "rank": 2,
      "raw_conviction": 0.912,
      "raw_rank_score": 0.7815,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "HM-B.ST",
      "why_selected": "Deployable: strong conviction 0.91, (recurring leader)"
    },
    {
      "appearances_7d": 200,
      "deploy_rank_score": 0.7707,
      "deployable": true,
      "direction": "SHORT",
      "explanation_summary": "Deployable: strong conviction 0.90, (recurring leader)",
      "filtered_reason": "",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.844,
      "position_pct": 0.1845,
      "rank": 3,
      "raw_conviction": 0.901,
      "raw_rank_score": 0.7562,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "ADBE",
      "why_selected": "Deployable: strong conviction 0.90, (recurring leader)"
    },
    {
      "appearances_7d": 200,
      "deploy_rank_score": 0.7112,
      "deployable": true,
      "direction": "LONG",
      "explanation_summary": "Deployable: strong conviction 0.87, Mega Cap Tech, (recurring leader)",
      "filtered_reason": "",
      "is_alert": false,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.036,
      "position_pct": 0.1799,
      "rank": 4,
      "raw_conviction": 0.872,
      "raw_rank_score": 0.6273,
      "recurrence": 1.0,
      "sector": "Mega Cap Tech",
      "symbol": "AMZN",
      "why_selected": "Deployable: strong conviction 0.87, Mega Cap Tech, (recurring leader)"
    }
  ],
  "deployable_picks_count": 4,
  "discovery_universe_size": 81,
  "dominant_cohort": "SaaS / Seat-Based",
  "enabled": true,
  "filtered_strong_names": [
    {
      "direction": "SHORT",
      "raw_conviction": 0.9413,
      "reason": "No broker/certificate mapping",
      "symbol": "ESTC"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9383,
      "reason": "No broker/certificate mapping",
      "symbol": "TMUS"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9363,
      "reason": "No broker/certificate mapping",
      "symbol": "FTNT"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9323,
      "reason": "No broker/certificate mapping",
      "symbol": "WDAY"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9303,
      "reason": "No broker/certificate mapping",
      "symbol": "XLP"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9283,
      "reason": "No broker/certificate mapping",
      "symbol": "CRM"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9253,
      "reason": "No broker/certificate mapping",
      "symbol": "HUBS"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9233,
      "reason": "No broker/certificate mapping",
      "symbol": "SNOW"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9233,
      "reason": "No broker/certificate mapping",
      "symbol": "OKTA"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9233,
      "reason": "No broker/certificate mapping",
      "symbol": "PLTR"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9223,
      "reason": "No broker/certificate mapping",
      "symbol": "ZS"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9203,
      "reason": "No broker/certificate mapping",
      "symbol": "DDOG"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9183,
      "reason": "No broker/certificate mapping",
      "symbol": "MDB"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9133,
      "reason": "No broker/certificate mapping",
      "symbol": "GTLB"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.9123,
      "reason": "No broker/certificate mapping",
      "symbol": "TEAM"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.909,
      "reason": "No broker/certificate mapping",
      "symbol": "IBM"
    },
    {
      "direction": "SHORT",
      "raw_conviction": 0.902,
      "reason": "No broker/certificate mapping",
      "symbol": "CRWD"
    }
  ],
  "near_misses": [],
  "raw_leaders_above_085": 20,
  "raw_leaders_above_090": 20,
  "top_raw_leaders": [
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.94, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.998,
      "position_pct": 0.1409,
      "rank": 1,
      "raw_conviction": 0.9413,
      "raw_rank_score": 0.8039,
      "recurrence": 1.0,
      "sector": "Cloud / DevOps / Data",
      "symbol": "ESTC",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.94, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.996,
      "position_pct": 0.1356,
      "rank": 2,
      "raw_conviction": 0.9383,
      "raw_rank_score": 0.8018,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "TMUS",
      "why_selected": null
    },
    {
      "appearances_7d": 141,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.94, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.994,
      "position_pct": 0.1353,
      "rank": 3,
      "raw_conviction": 0.9363,
      "raw_rank_score": 0.8002,
      "recurrence": 1.0,
      "sector": "Cybersecurity",
      "symbol": "FTNT",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.93, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.992,
      "position_pct": 0.1393,
      "rank": 4,
      "raw_conviction": 0.9323,
      "raw_rank_score": 0.7975,
      "recurrence": 1.0,
      "sector": "SaaS / Seat-Based",
      "symbol": "WDAY",
      "why_selected": null
    },
    {
      "appearances_7d": 135,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.93, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.99,
      "position_pct": 0.1342,
      "rank": 5,
      "raw_conviction": 0.9303,
      "raw_rank_score": 0.796,
      "recurrence": 1.0,
      "sector": "Consumer Staples",
      "symbol": "XLP",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.93, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.988,
      "position_pct": 0.1339,
      "rank": 6,
      "raw_conviction": 0.9283,
      "raw_rank_score": 0.7945,
      "recurrence": 1.0,
      "sector": "SaaS / Seat-Based",
      "symbol": "CRM",
      "why_selected": null
    },
    {
      "appearances_7d": 144,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.93, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.986,
      "position_pct": 0.138,
      "rank": 7,
      "raw_conviction": 0.9253,
      "raw_rank_score": 0.7923,
      "recurrence": 1.0,
      "sector": "SaaS / Seat-Based",
      "symbol": "HUBS",
      "why_selected": null
    },
    {
      "appearances_7d": 144,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.92, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.98,
      "position_pct": 0.1377,
      "rank": 8,
      "raw_conviction": 0.9233,
      "raw_rank_score": 0.7902,
      "recurrence": 1.0,
      "sector": "Cloud / DevOps / Data",
      "symbol": "SNOW",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.92, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.98,
      "position_pct": 0.1377,
      "rank": 9,
      "raw_conviction": 0.9233,
      "raw_rank_score": 0.7902,
      "recurrence": 1.0,
      "sector": "Cybersecurity",
      "symbol": "OKTA",
      "why_selected": null
    },
    {
      "appearances_7d": 138,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.92, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.98,
      "position_pct": 0.1377,
      "rank": 10,
      "raw_conviction": 0.9233,
      "raw_rank_score": 0.7902,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "PLTR",
      "why_selected": null
    },
    {
      "appearances_7d": 173,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.92, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.978,
      "position_pct": 0.1375,
      "rank": 11,
      "raw_conviction": 0.9223,
      "raw_rank_score": 0.7893,
      "recurrence": 1.0,
      "sector": "Cybersecurity",
      "symbol": "ZS",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.92, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.976,
      "position_pct": 0.1371,
      "rank": 12,
      "raw_conviction": 0.9203,
      "raw_rank_score": 0.7878,
      "recurrence": 1.0,
      "sector": "Cloud / DevOps / Data",
      "symbol": "DDOG",
      "why_selected": null
    },
    {
      "appearances_7d": 198,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.92, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.974,
      "position_pct": 0.1368,
      "rank": 13,
      "raw_conviction": 0.9183,
      "raw_rank_score": 0.7863,
      "recurrence": 1.0,
      "sector": "Cloud / DevOps / Data",
      "symbol": "MDB",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.91, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.972,
      "position_pct": 0.1359,
      "rank": 14,
      "raw_conviction": 0.9133,
      "raw_rank_score": 0.7829,
      "recurrence": 1.0,
      "sector": "SaaS / Seat-Based",
      "symbol": "GTLB",
      "why_selected": null
    },
    {
      "appearances_7d": 136,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.91, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.97,
      "position_pct": 0.1357,
      "rank": 15,
      "raw_conviction": 0.9123,
      "raw_rank_score": 0.782,
      "recurrence": 1.0,
      "sector": "SaaS / Seat-Based",
      "symbol": "TEAM",
      "why_selected": null
    },
    {
      "appearances_7d": 112,
      "deployable": true,
      "direction": "SHORT",
      "explanation_summary": "Deployable: strong conviction 0.91, (recurring leader)",
      "filtered_reason": "",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.968,
      "position_pct": 0.1878,
      "rank": 16,
      "raw_conviction": 0.912,
      "raw_rank_score": 0.7815,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "HM-B.ST",
      "why_selected": "Deployable: strong conviction 0.91, (recurring leader)"
    },
    {
      "appearances_7d": 200,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.91, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.948,
      "position_pct": 0.1868,
      "rank": 17,
      "raw_conviction": 0.909,
      "raw_rank_score": 0.7767,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "IBM",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": true,
      "direction": "SHORT",
      "explanation_summary": "Deployable: strong conviction 0.90, Mega Cap Tech, (recurring leader)",
      "filtered_reason": "",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.888,
      "position_pct": 0.1855,
      "rank": 18,
      "raw_conviction": 0.904,
      "raw_rank_score": 0.7646,
      "recurrence": 1.0,
      "sector": "Mega Cap Tech",
      "symbol": "TSLA",
      "why_selected": "Deployable: strong conviction 0.90, Mega Cap Tech, (recurring leader)"
    },
    {
      "appearances_7d": 184,
      "deployable": false,
      "direction": "SHORT",
      "explanation_summary": "High raw conviction 0.90, filtered by no broker/certificate mapping",
      "filtered_reason": "No broker/certificate mapping",
      "is_alert": true,
      "leverage": 3,
      "novelty": 0.0,
      "percentile": 0.858,
      "position_pct": 0.1913,
      "rank": 19,
      "raw_conviction": 0.902,
      "raw_rank_score": 0.7589,
      "recurrence": 1.0,
      "sector": "Cybersecurity",
      "symbol": "CRWD",
      "why_selected": null
    },
    {
      "appearances_7d": 200,
      "deployable": true,
      "direction": "SHORT",
      "explanation_summary": "Deployable: strong conviction 0.90, (recurring leader)",
      "filtered_reason": "",
      "is_alert": true,
      "leverage": 5,
      "novelty": 0.0,
      "percentile": 0.844,
      "position_pct": 0.1845,
      "rank": 20,
      "raw_conviction": 0.901,
      "raw_rank_score": 0.7562,
      "recurrence": 1.0,
      "sector": null,
      "symbol": "ADBE",
      "why_selected": "Deployable: strong conviction 0.90, (recurring leader)"
    }
  ],
  "why_no_instructions": null
}