{
  "ticker": {
    "uuid": "40e0f7c3-4b5c-4615-93d2-f8d6ab2b1335",
    "symbol": "TSSI",
    "name": "TSS, Inc. Common Stock",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 78.462,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -30.515,
    "architecture_energy": 41.007,
    "architecture_maturity": 8.744,
    "architecture_confidence": 65.223,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 42.56,
        "rotation_up": 19.76,
        "upward_expansion": 15.41,
        "deceleration": 46.68,
        "rotation_down": 61.06,
        "downward_expansion": 57.08
      },
      "activity_lines": [
        10.402667,
        10.861636,
        11.860048,
        11.896258
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 11.26,
    "trend_reference": 11.66,
    "distance_from_trend": -0.034305,
    "trend_direction": "Improving",
    "fair_value": 8.453226,
    "distance_from_fair_value": 0.332036,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.098282,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.240088,
    "excess_performance": 0.052634,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.034305,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.075679,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.332036,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.270675,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.200983,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.134234,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.240088,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.805633,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3224509,
      "relative_activity": 0.508217,
      "balance": 0.805633,
      "dry_up": 0.561563,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.201239,
      "annualized_volatility": 1.04211,
      "from_high_reference": -0.482774,
      "from_low_reference": 0.638986
    },
    "levels": {
      "trend_reference": 11.66,
      "fair_value_reference": 8.453226,
      "structural_low": 7.42,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 5,
        "median_return": 0.121905,
        "positive_rate": 0.8,
        "directional_follow_through": 0.2,
        "median_excess_return": 0.115906,
        "regime_survival": 0.4,
        "best_return": 0.897503,
        "worst_return": -0.148211,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.033333,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.122693,
        "regime_survival": 0.0,
        "best_return": 3.501603,
        "worst_return": -0.51873,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.1,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.188653,
        "regime_survival": 0.333333,
        "best_return": 1.879808,
        "worst_return": -0.258765,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.687085,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.65465,
        "regime_survival": 0.0,
        "best_return": 1.134615,
        "worst_return": 0.239556,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-29",
        "end": "2025-02-28",
        "tenure": "Extended",
        "return": 16.272006,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-07",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.131579,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.219551,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-16",
        "end": "2025-06-13",
        "tenure": "Developing",
        "return": 0.191062,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-20",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": -0.369777,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-22",
        "end": "2025-09-05",
        "tenure": "New",
        "return": -0.10974,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-09-12",
        "end": "2025-10-03",
        "tenure": "New",
        "return": 0.140952,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-10",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.059989,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-14",
        "end": "2026-03-13",
        "tenure": "Established",
        "return": 0.383102,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-20",
        "end": "2026-04-03",
        "tenure": "New",
        "return": 0.216438,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-04-10",
        "end": "2026-06-05",
        "tenure": "Developing",
        "return": 0.077295,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-12",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.236307,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.160825,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 0.313,
        "volume": 173037,
        "typical_volume": 57900.25,
        "trend": 0.43476,
        "fair_value": 0.540631,
        "relative_strength": -47.982238,
        "stage": 4,
        "regime": "balance",
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        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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        "date": "2024-01-19",
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      },
      {
        "date": "2026-05-01",
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        "date": "2026-05-08",
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      },
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      },
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        "date": "2026-06-05",
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        "date": "2026-06-12",
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        "regime": "balance",
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      },
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      },
      {
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      },
      {
        "date": "2026-07-03",
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 7667891.9,
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        "fair_value": 8.202791,
        "relative_strength": -27.589084,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 12.311757,
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      },
      {
        "date": "2026-07-17",
        "close": 9.76,
        "volume": 4057410,
        "typical_volume": 7593169.7,
        "trend": 11.408333,
        "fair_value": 8.262791,
        "relative_strength": -33.942148,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -27.465617,
        "energy": 31.185873,
        "activity_lines": [
          10.959333,
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          12.48881,
          12.128
        ]
      },
      {
        "date": "2026-07-24",
        "close": 9.7,
        "volume": 4158076,
        "typical_volume": 7609584.3,
        "trend": 11.494667,
        "fair_value": 8.322406,
        "relative_strength": -30.963512,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -26.690024,
        "energy": 43.15082,
        "activity_lines": [
          10.373333,
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          12.017785
        ]
      },
      {
        "date": "2026-07-31",
        "close": 9.92,
        "volume": 2811917,
        "typical_volume": 6597160.55,
        "trend": 11.569,
        "fair_value": 8.383419,
        "relative_strength": -27.427212,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -24.265938,
        "energy": 42.073607,
        "activity_lines": [
          10.118,
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          11.916194
        ]
      },
      {
        "date": "2026-08-07",
        "close": 11.26,
        "volume": 3224509,
        "typical_volume": 6344753.45,
        "trend": 11.66,
        "fair_value": 8.453226,
        "relative_strength": -20.098282,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -30.514891,
        "energy": 41.00669,
        "activity_lines": [
          10.402667,
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          11.896258
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      }
    ],
    "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."
    }
  }
}