{
  "ticker": {
    "uuid": "96e3b2c0-d803-4175-bbcf-d697bb474eb3",
    "symbol": "0107",
    "name": "Eduspec Holdings Berhad",
    "exchange": "KLS",
    "country": "MY",
    "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": "2026-08-28",
    "benchmark": "^KLSE",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -6.364,
    "architecture_energy": 15.406,
    "architecture_maturity": 18.295,
    "architecture_confidence": 70.807,
    "architecture_tenure": "New",
    "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": 61.17,
        "rotation_up": 36.81,
        "upward_expansion": 32.51,
        "deceleration": 42.27,
        "rotation_down": 17.48,
        "downward_expansion": 40.84
      },
      "activity_lines": [
        0.109,
        0.107182,
        0.104381,
        0.106398
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 0.105,
    "trend_reference": 0.110833,
    "distance_from_trend": -0.052632,
    "trend_direction": "Weakening",
    "fair_value": 0.116026,
    "distance_from_fair_value": -0.095028,
    "fair_value_direction": "Weakening",
    "relative_strength": -12.804691,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.192308,
    "excess_performance": -0.197708,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.052632,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.041787,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.095028,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.088946,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.128047,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.018226,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.192308,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.927573,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6007000,
      "relative_activity": 1.422885,
      "balance": 0.927573,
      "dry_up": 1.967197,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.102564,
      "annualized_volatility": 0.528778,
      "from_high_reference": -0.25,
      "from_low_reference": 0.5
    },
    "levels": {
      "trend_reference": 0.110833,
      "fair_value_reference": 0.116026,
      "structural_low": 0.07,
      "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": 21,
        "median_return": 0.0,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.024815,
        "regime_survival": 0.571429,
        "best_return": 0.333333,
        "worst_return": -0.25,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.018519,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.03504,
        "regime_survival": 0.6,
        "best_return": 0.333333,
        "worst_return": -0.25,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.055556,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.016186,
        "regime_survival": 0.5,
        "best_return": 0.333333,
        "worst_return": -0.7,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.0,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.093201,
        "regime_survival": 0.0,
        "best_return": 0.333333,
        "worst_return": -0.35,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "violet",
        "start": "2025-01-31",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": 0.08,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-07",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.038462,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-04-25",
        "tenure": "New",
        "return": -0.08,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-02",
        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.086957,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
        "return": 0.076923,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-03",
        "tenure": "Developing",
        "return": -0.037037,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-14",
        "end": "2025-11-28",
        "tenure": "New",
        "return": -0.08,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-05",
        "end": "2026-02-06",
        "tenure": "Developing",
        "return": 0.083333,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-02-20",
        "tenure": "New",
        "return": 0.038462,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "violet",
        "start": "2026-02-27",
        "end": "2026-03-06",
        "tenure": "New",
        "return": -0.115385,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
        "return": -0.041667,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-03",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": -0.043478,
        "active": false
      },
      {
        "regime": "balance",
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        "return": -0.086957,
        "active": true
      }
    ],
    "chart_path": [
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      },
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      },
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      {
        "date": "2026-05-22",
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
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        "typical_volume": 2742040.0,
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        "relative_strength": -14.976199,
        "stage": 4,
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        "gate": "down",
        "direction": -29.963595,
        "energy": 23.280723,
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          0.104,
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      },
      {
        "date": "2026-08-07",
        "close": 0.11,
        "volume": 19207400,
        "typical_volume": 3669205.0,
        "trend": 0.112167,
        "fair_value": 0.114679,
        "relative_strength": -10.92597,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -15.484421,
        "energy": 18.885712,
        "activity_lines": [
          0.106333,
          0.101818,
          0.103143,
          0.106763
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      },
      {
        "date": "2026-08-14",
        "close": 0.115,
        "volume": 5047300,
        "typical_volume": 3837685.0,
        "trend": 0.112,
        "fair_value": 0.115192,
        "relative_strength": -5.860584,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 4.820304,
        "energy": 17.923623,
        "activity_lines": [
          0.109667,
          0.104727,
          0.104024,
          0.106946
        ]
      },
      {
        "date": "2026-08-21",
        "close": 0.11,
        "volume": 2958000,
        "typical_volume": 3937080.0,
        "trend": 0.1115,
        "fair_value": 0.115641,
        "relative_strength": -9.906512,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.183037,
        "energy": 18.022056,
        "activity_lines": [
          0.110333,
          0.106636,
          0.104429,
          0.106817
        ]
      },
      {
        "date": "2026-08-28",
        "close": 0.105,
        "volume": 6007000,
        "typical_volume": 4221705.0,
        "trend": 0.110833,
        "fair_value": 0.116026,
        "relative_strength": -12.804691,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.363942,
        "energy": 15.405573,
        "activity_lines": [
          0.109,
          0.107182,
          0.104381,
          0.106398
        ]
      }
    ],
    "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."
    }
  }
}