{ "ticker": { "uuid": "237c42b7-cd48-415d-ad5e-a39c857885b3", "symbol": "KLIC", "name": "Kulicke and Soffa Industries Inc", "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": 2, "stage_name": "Advancing", "phase": "2b", "phase_label": "Stage 2B \u00b7 Advancing", "transition": "stage_2_healthy", "transition_label": "Stage 2 trend intact", "confidence": 96.0, "architecture_regime": "deceleration", "architecture_regime_label": "Deceleration", "architecture_modifier": "Recompressing", "architecture_gate": "up", "architecture_direction": 13.319, "architecture_energy": 22.768, "architecture_maturity": 63.746, "architecture_confidence": 77.27, "architecture_tenure": "New", "architecture": { "interpretation": { "headline": "The upward structure remains, but its energy is decelerating.", "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down." }, "scores": { "balance": 52.42, "rotation_up": 17.98, "upward_expansion": 54.14, "deceleration": 91.16, "rotation_down": 43.96, "downward_expansion": 22.48 }, "activity_lines": [ 95.012667, 103.355549, 102.84181, 95.970063 ], "activity_state": "Compressed", "activity_direction": "Contracting", "rotation_direction": "Weakening", "price_acceptance": -0.166667 }, "latest_close": 91.31, "trend_reference": 86.196618, "distance_from_trend": 0.059322, "trend_direction": "Improving", "fair_value": 50.888055, "distance_from_fair_value": 0.794331, "fair_value_direction": "Weakening", "relative_strength": 21.698347, "relative_strength_direction": "Weakening", "price_momentum": 0.293633, "excess_performance": 0.106179, "evidence": [ { "label": "Price vs Trend", "positive": true, "value": 0.059322, "read": "Above" }, { "label": "Trend direction", "positive": true, "value": 0.315957, "read": "Rising" }, { "label": "Price vs current Fair Value", "positive": true, "value": 0.794331, "read": "Premium" }, { "label": "Fair Value direction", "positive": false, "value": -0.411416, "read": "Moving away" }, { "label": "Relative Strength vs benchmark", "positive": true, "value": 0.216983, "read": "Leading" }, { "label": "Relative strength direction", "positive": false, "value": -0.54028, "read": "Weakening" }, { "label": "Price momentum", "positive": true, "value": 0.293633, "read": "Positive" }, { "label": "Volume balance", "positive": false, "value": 0.965393, "read": "Supply-led" } ], "volume": { "latest": 6043435, "relative_activity": 1.317961, "balance": 0.965393, "dry_up": 1.130936, "accumulation_observations": 3, "distribution_observations": 4 }, "risk": { "range_context": 0.17732, "annualized_volatility": 0.578295, "from_high_reference": -0.327614, "from_low_reference": 1.653176 }, "levels": { "trend_reference": 86.196618, "fair_value_reference": 50.888055, "structural_low": 59.019187, "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis." }, "outcomes": [ { "horizon": "Near term", "sample_count": 6, "median_return": 0.076669, "positive_rate": 0.666667, "directional_follow_through": 0.666667, "median_excess_return": -0.004845, "regime_survival": 0.166667, "best_return": 0.356061, "worst_return": -0.085483, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 5, "median_return": 0.106545, "positive_rate": 1.0, "directional_follow_through": 1.0, "median_excess_return": 0.053409, "regime_survival": 0.0, "best_return": 0.939249, "worst_return": 0.011316, "sufficient": true }, { "horizon": "Extended", "sample_count": 3, "median_return": -0.001506, "positive_rate": 0.333333, "directional_follow_through": 0.333333, "median_excess_return": 0.0293, "regime_survival": 0.0, "best_return": 1.691597, "worst_return": -0.059548, "sufficient": false }, { "horizon": "Full cycle", 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"typical_volume": 4232629.05, "trend": 83.619916, "fair_value": 50.387441, "relative_strength": 46.434272, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 41.400688, "energy": 25.909072, "activity_lines": [ 106.909333, 110.162692, 103.777946, 95.202265 ] }, { "date": "2026-07-31", "close": 89.2, "volume": 7075542, "typical_volume": 4423621.4, "trend": 84.989215, "fair_value": 50.618189, "relative_strength": 26.47092, "stage": 2, "regime": "deceleration", "modifier": "Recompressing", "gate": "up", "direction": 18.86506, "energy": 20.982024, "activity_lines": [ 99.408667, 106.430714, 103.269247, 95.56227 ] }, { "date": "2026-08-07", "close": 91.31, "volume": 6043435, "typical_volume": 4585441.85, "trend": 86.196618, "fair_value": 50.888055, "relative_strength": 21.698347, "stage": 2, "regime": "deceleration", "modifier": "Recompressing", "gate": "up", "direction": 13.319305, "energy": 22.768431, "activity_lines": [ 95.012667, 103.355549, 102.84181, 95.970063 ] } ], "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." } } }