{
  "ticker": {
    "uuid": "c238c57b-18aa-4dac-9159-2160a8149b28",
    "symbol": "VIRC",
    "name": "Virco Manufacturing Corporation",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "QQQ",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 51.399,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -29.216,
    "architecture_energy": 16.19,
    "architecture_maturity": 23.827,
    "architecture_confidence": 65.825,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 47.85,
        "rotation_up": 17.21,
        "upward_expansion": 11.36,
        "deceleration": 55.64,
        "rotation_down": 44.32,
        "downward_expansion": 63.36
      },
      "activity_lines": [
        6.1,
        6.156428,
        6.124427,
        6.127622
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 6.12,
    "trend_reference": 6.171741,
    "distance_from_trend": -0.008384,
    "trend_direction": "Weakening",
    "fair_value": 9.257996,
    "distance_from_fair_value": -0.33895,
    "fair_value_direction": "Weakening",
    "relative_strength": -19.803425,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.050616,
    "excess_performance": -0.23807,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.008384,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.027145,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.33895,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.00382,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.198034,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.10061,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.050616,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.329299,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 78343,
      "relative_activity": 0.281512,
      "balance": 2.329299,
      "dry_up": 0.572996,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.072532,
      "annualized_volatility": 0.328541,
      "from_high_reference": -0.315948,
      "from_low_reference": 0.192046
    },
    "levels": {
      "trend_reference": 6.171741,
      "fair_value_reference": 9.257996,
      "structural_low": 5.134028,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": -0.000721,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.454545,
        "median_excess_return": -0.018327,
        "regime_survival": 0.545455,
        "best_return": 0.151786,
        "worst_return": -0.335755,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.065119,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.096454,
        "regime_survival": 0.0,
        "best_return": 0.648379,
        "worst_return": -0.23738,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.130952,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.050578,
        "regime_survival": 0.0,
        "best_return": 1.955538,
        "worst_return": -0.309976,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.196429,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.485318,
        "regime_survival": 0.333333,
        "best_return": 2.765414,
        "worst_return": -0.431671,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-05-05",
        "end": "2023-07-07",
        "tenure": "Developing",
        "return": 0.041775,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-07-14",
        "end": "2023-07-28",
        "tenure": "New",
        "return": 0.114713,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-08-04",
        "end": "2023-09-01",
        "tenure": "Developing",
        "return": 0.024229,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-09-08",
        "end": "2023-11-03",
        "tenure": "Developing",
        "return": 0.306035,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-11-10",
        "end": "2023-12-08",
        "tenure": "Developing",
        "return": 0.200282,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-12-15",
        "end": "2024-02-09",
        "tenure": "Developing",
        "return": -0.09644,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-02-16",
        "end": "2024-04-05",
        "tenure": "Developing",
        "return": 0.305982,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-04-12",
        "end": "2024-09-20",
        "tenure": "Established",
        "return": 0.170905,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-27",
        "end": "2024-12-06",
        "tenure": "Developing",
        "return": 0.175072,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-13",
        "end": "2024-12-20",
        "tenure": "New",
        "return": -0.105106,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-27",
        "end": "2025-08-29",
        "tenure": "Extended",
        "return": -0.179966,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-05",
        "end": "2025-10-03",
        "tenure": "Developing",
        "return": -0.152662,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-10",
        "end": "2026-06-12",
        "tenure": "Extended",
        "return": -0.023499,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
        "start": "2026-06-19",
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        "tenure": "Developing",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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      },
      {
        "date": "2026-04-17",
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        "date": "2026-06-05",
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      {
        "date": "2026-06-12",
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      {
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      },
      {
        "date": "2026-07-03",
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        "stage": 4,
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      },
      {
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        "modifier": "Balance after decline",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-17",
        "close": 6.17,
        "volume": 128368,
        "typical_volume": 283410.45,
        "trend": 6.205084,
        "fair_value": 9.225396,
        "relative_strength": -18.316456,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 11.414387,
        "energy": 17.321043,
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          6.256,
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          6.137335,
          6.154302
        ]
      },
      {
        "date": "2026-07-24",
        "close": 6.0,
        "volume": 165405,
        "typical_volume": 283466.75,
        "trend": 6.192521,
        "fair_value": 9.236065,
        "relative_strength": -18.46604,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.54978,
        "energy": 13.200831,
        "activity_lines": [
          6.176,
          6.178909,
          6.126597,
          6.14107
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6.05,
        "volume": 265729,
        "typical_volume": 284604.85,
        "trend": 6.185924,
        "fair_value": 9.246619,
        "relative_strength": -17.476971,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.888403,
        "energy": 13.212969,
        "activity_lines": [
          6.120667,
          6.162163,
          6.121566,
          6.131876
        ]
      },
      {
        "date": "2026-08-07",
        "close": 6.12,
        "volume": 78343,
        "typical_volume": 278293.7,
        "trend": 6.171741,
        "fair_value": 9.257996,
        "relative_strength": -19.803425,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.215927,
        "energy": 16.18954,
        "activity_lines": [
          6.1,
          6.156428,
          6.124427,
          6.127622
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}