feat: 리밸런싱 엔진 V1 + GAS 버그 수정 (2026-06-13)

주요 변경:
- tools/build_rebalance_engine_v1.py: REBALANCE_ENGINE_V1 신규
  * account_snapshot 직접 합산(_build_snap_position_map) → 소수주 분리 행 병합
  * 레짐 소스 macro.REGIME_PRELIM 최우선 (GAS 와 동일)
- src/gas_adapter_parts/gdf_06_rebalance.gs: runRebalanceSheet_() 신규
  * Logger.log / getSpreadsheet_() 로 run_all 연동 수정
- src/gas_adapter_parts/gdc_01_fetch_fundamentals.gs
  * _mergePositionRecord_(): 소수주 중복 행 합산 신규
  * parseInt → parseFloat (qty, availQty)
- src/gas_adapter_parts/gdf_01_price_metrics.gs
  * 미보유 종목 SELL_READY → WATCH_EXIT_SIGNAL
- spec/41_release_dag.yaml: build_rebalance_sheet 노드 추가 (step_count 63)
- spec/51_formula_lifecycle_registry.yaml: REBALANCE_ENGINE_V1 등록

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

spec/formulas/domains/portfolio.yaml

@@ -0,0 +1,670 @@
+schema_version: formula_domain.v1
+source: C:\Temp\data_feed\spec\13_formula_registry.yaml
+domain: portfolio
+formulas:
+  TOTAL_HEAT_V1:
+    purpose: 손절 기준 총 위험노출 계산
+    inputs:
+    - field: average_cost
+      source: account_snapshot
+      unit: KRW_per_share
+    - field: stop_price
+      source: account_snapshot
+      unit: KRW_per_share
+    - field: quantity
+      source: account_snapshot.holding_quantity
+      unit: shares
+    - field: total_asset
+      unit: KRW
+    expression: sum((average_cost - stop_price) * quantity for each confirmed account_snapshot
+      holding) / total_asset * 100
+    output:
+      field: total_heat_pct
+      unit: percent
+    missing_policy:
+      stop_price: if atr20 exists use entry_price - atr20*2.0 else assume portfolio
+        heat contribution cap breach
+      quantity: NO_TOTAL_HEAT
+      total_asset: NO_TOTAL_HEAT
+    gates:
+    - if: total_heat_pct >= 10
+      action: BLOCK_NEW_BUY
+    - if: 7 <= total_heat_pct < 10
+      action: HALVE_NEW_BUY_QUANTITY
+    - if: total_heat_pct < 7
+      action: ALLOW_CONTINUE
+    canonical_ref: spec/risk/aggregate_risk.yaml:risk_control.aggregate_risk_cap
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - average_cost
+    - stop_price
+    - quantity
+    - total_asset
+    output_fields:
+    - total_heat_pct
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  RISK_BUDGET_CASCADE_V1:
+    purpose: base risk budget에 Bayesian, 성과, 국면, Kelly 감액을 순서대로 적용
+    inputs:
+    - field: base_risk_budget
+      unit: ratio
+      default: 0.007
+    - field: net_return_feedback_multiplier
+      unit: ratio
+      default: 1.0
+    - field: performance_brake_multiplier
+      unit: ratio
+      default: 1.0
+    - field: regime_reset_multiplier
+      unit: ratio
+      default: 1.0
+    - field: bayesian_confidence_multiplier
+      unit: ratio
+    - field: kelly_brake_multiplier
+      unit: ratio
+      default: 1.0
+    expression: base_risk_budget * net_return_feedback_multiplier * performance_brake_multiplier
+      * regime_reset_multiplier * bayesian_confidence_multiplier * kelly_brake_multiplier
+    output:
+      field: final_risk_budget
+      unit: ratio
+    floor_rule:
+      if: final_risk_budget < 0.001
+      action: NO_BET
+    canonical_ref: spec/05_position_sizing.yaml:position_sizing.cascade_risk_budget_rule
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - base_risk_budget
+    - net_return_feedback_multiplier
+    - performance_brake_multiplier
+    - regime_reset_multiplier
+    - bayesian_confidence_multiplier
+    - kelly_brake_multiplier
+    output_fields:
+    - final_risk_budget
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  POSITION_SIZE_V1:
+    purpose: 최종 정수 매수수량 산출
+    inputs:
+    - field: total_asset
+      unit: KRW
+    - field: final_risk_budget
+      unit: ratio
+    - field: atr20
+      unit: KRW_per_share
+    - field: atr_multiplier
+      unit: ratio
+      default: 1.5
+    - field: available_cash
+      unit: KRW
+    - field: entry_price
+      unit: KRW_per_share
+    - field: target_weight_limit_amount
+      unit: KRW
+    - field: sector_limit_amount
+      unit: KRW
+    - field: liquidity_limit_amount
+      unit: KRW
+    intermediate_outputs:
+      atr_quantity: floor((total_asset * final_risk_budget) / (atr20 * atr_multiplier))
+      cash_limit_quantity: floor(available_cash / entry_price)
+      target_weight_limit_quantity: floor(target_weight_limit_amount / entry_price)
+      sector_limit_quantity: floor(sector_limit_amount / entry_price)
+      liquidity_limit_quantity: floor(liquidity_limit_amount / entry_price)
+    expression: min(atr_quantity, cash_limit_quantity, target_weight_limit_quantity,
+      sector_limit_quantity, liquidity_limit_quantity)
+    output:
+      field: final_quantity
+      unit: shares_integer
+    missing_policy:
+      atr20: NO_BUY_QUANTITY
+      total_asset: NO_BUY_QUANTITY
+      available_cash: NO_BUY_QUANTITY
+      entry_price: NO_BUY_QUANTITY
+      target_weight_limit_amount: use very large number only if portfolio rule says
+        NOT_APPLICABLE
+      sector_limit_amount: use very large number only if sector cap says NOT_APPLICABLE
+      liquidity_limit_amount: allow PARTIAL only for report; BUY validation_status
+        cannot PASS
+    canonical_ref: spec/05_position_sizing.yaml:position_sizing.volatility_targeting
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - total_asset
+    - final_risk_budget
+    - atr20
+    - atr_multiplier
+    - available_cash
+    - entry_price
+    - target_weight_limit_amount
+    - sector_limit_amount
+    - liquidity_limit_amount
+    output_fields:
+    - final_quantity
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  PORTFOLIO_BAND_STATUS_V1:
+    purpose: 현재 비중이 목표 밴드보다 낮은지, 정상인지, 초과인지 판정
+    inputs:
+    - field: current_weight_pct
+      unit: percent
+    - field: target_band_min_pct
+      unit: percent
+    - field: target_band_max_pct
+      unit: percent
+    rules:
+    - if: current_weight_pct < target_band_min_pct
+      status: UNDERWEIGHT
+      action: ADD_ALLOWED_IF_ALL_GATES_PASS
+    - if: target_band_min_pct <= current_weight_pct <= target_band_max_pct
+      status: IN_BAND
+      action: HOLD_OR_SELECTIVE_ADD
+    - if: current_weight_pct > target_band_max_pct
+      status: OVERWEIGHT
+      action: TRIM_REVIEW
+    output:
+      field: portfolio_band_status
+      unit: enum
+    missing_policy: DATA_MISSING. add/trim 결론 보류.
+    canonical_ref: spec/risk/portfolio_exposure.yaml:portfolio_exposure_framework.target_allocation_structure
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - current_weight_pct
+    - target_band_min_pct
+    - target_band_max_pct
+    output_fields:
+    - portfolio_band_status
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  PORTFOLIO_BETA_V1:
+    purpose: 보유 포지션의 시가기준 가중평균 베타를 산출하여 팩터 과집중 판단에 사용
+    inputs:
+    - field: beta_i
+      source: data_feed.Beta for each holding i
+      unit: ratio
+    - field: market_value_i
+      source: account_snapshot.holding_quantity × close_price
+      unit: KRW
+    - field: total_equity_value
+      source: sum(market_value_i)
+      unit: KRW
+    expression: sum(beta_i × market_value_i / total_equity_value) for each holding
+      with known beta
+    output:
+      field: portfolio_beta
+      unit: ratio
+    missing_policy:
+      beta_i_missing_single: '해당 종목 제외 후 부분 산출. 제외 종목 시가 비중이 30% 초과 시 결과에 "(PARTIAL
+        — Beta 미확인 {N}개 종목 제외)" 표기.
+
+        '
+      beta_i_missing_all: NO_PORTFOLIO_BETA. 팩터 리스크 점검 PARTIAL 표기.
+      total_equity_value_zero: NO_PORTFOLIO_BETA
+    example:
+      holdings:
+      - name: 삼성전자
+        market_value: 100000000
+        beta: 1.1
+      - name: SK하이닉스
+        market_value: 80000000
+        beta: 1.3
+      - name: 한화에어로스페이스
+        market_value: 40000000
+        beta: 1.6
+      total_equity: 220000000
+      result: (1.1×100 + 1.3×80 + 1.6×40) / 220 = (110 + 104 + 64) / 220 = 278/220
+        ≈ 1.26
+    canonical_ref: spec/risk/portfolio_exposure.yaml:portfolio_exposure_framework.factor_risk_limit
+    version: 2026-05-18_ROUTING_OPTIMIZATION_V1
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - beta_i
+    - market_value_i
+    - total_equity_value
+    output_fields:
+    - portfolio_beta
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  PORTFOLIO_CORRELATION_GATE_V1:
+    purpose: '위성 포지션들 간 20D 수익률 Pearson 상관관계를 계산해 동일 방향 클러스터가 포트폴리오 하락 리스크를 증폭시키는지
+      감지한다. 개별 Beta x 상관관계 조정으로 실질 포트폴리오 Beta(satellite_cluster_beta) 산출.
+
+      '
+    applicable: calcApexExecutionHarness_ 포트폴리오 집계 단계. SAPG_V1 이후 실행.
+    inputs:
+    - field: ticker
+    - field: price.ret20D
+    - field: beta_proxy
+    - field: weight_pct
+    computed:
+      correlation_matrix: 각 위성 쌍 (i,j) Pearson 상관계수. 데이터 부족 시 ret20D/globalKospiRet20D_
+        프록시.
+      satellite_cluster_beta: sum(weight_i * weight_j * beta_i * beta_j * corr_ij)
+        for all i,j pairs
+      effective_portfolio_beta: (core_weight * core_beta) + satellite_cluster_beta
+    gate_status:
+      CORRELATION_BLOCK:
+        condition: satellite_cluster_beta > 1.5 AND corr >= 0.70인 위성 쌍이 2쌍 이상
+        action: 고상관 약한 위성 ADD 금지, REVIEW 위성 우선 정리, 실질 beta 보고서 표기 의무
+      CORRELATION_WARN:
+        condition: satellite_cluster_beta > 1.2 OR corr >= 0.70인 위성 쌍이 1쌍
+        action: 신규 위성 편입 시 저상관 후보 우선
+      CORRELATION_PASS:
+        condition: satellite_cluster_beta <= 1.2
+        action: 정상. M2 독립 적용.
+    output_fields:
+    - field: satellite_cluster_beta
+    - field: effective_portfolio_beta
+    - field: high_corr_pairs
+      unit: list [{ticker1,ticker2,corr_coef}]
+    - field: correlation_gate_status
+      unit: enum [CORRELATION_PASS,CORRELATION_WARN,CORRELATION_BLOCK]
+    ground_truth: harness
+    llm_allowed: cite_only
+    prohibition:
+    - LLM이 상관행렬 직접 계산 금지
+    - 개별 beta 낮아도 satellite_cluster_beta 높으면 분산 됐다 서술 금지
+    output:
+      field: satellite_cluster_beta
+      additional_fields:
+      - effective_portfolio_beta
+      - high_corr_pairs
+      - correlation_gate_status
+    version: 2026-05-21_PCG_V1
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - ticker
+    - price.ret20D
+    - beta_proxy
+    - weight_pct
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  DYNAMIC_HEAT_GATE_V1:
+    purpose: '국면별 총 위험노출 임계값을 산출해 신규 매수 차단 여부를 결정한다.
+
+      '
+    inputs:
+    - field: market_regime
+      unit: enum
+    - field: total_heat_pct
+      unit: pct
+    output:
+      field: heat_gate_status
+    input_fields:
+    - market_regime
+    - total_heat_pct
+    expected_outputs:
+    - heat_gate_status
+    - heat_gate_threshold_pct
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - heat_gate_status
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  POSITION_SIZE_REGIME_SCALE_V1:
+    purpose: '국면별 포지션 크기 스케일을 결정론적으로 산출한다.
+
+      '
+    inputs:
+    - field: market_regime
+      unit: enum
+    output:
+      field: regime_size_scale
+    input_fields:
+    - market_regime
+    expected_outputs:
+    - regime_size_scale
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - regime_size_scale
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  DRAWDOWN_GUARD_V1:
+    purpose: '연속 손절/성과 악화 구간에서 신규 매수 수량을 자동 축소하거나 차단한다.
+
+      '
+    inputs:
+    - field: win_loss_streak_state
+      unit: enum
+    - field: win_loss_streak_buy_scale
+      unit: multiplier
+    output:
+      field: drawdown_guard_state
+    input_fields:
+    - consecutive_loss_count
+    - recent_win_loss_state
+    expected_outputs:
+    - drawdown_guard_state
+    - drawdown_buy_scale
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - drawdown_guard_state
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  POSITION_COUNT_LIMIT_V1:
+    purpose: '동시 보유 종목 수 상한과 초과 여부를 판단한다.
+
+      '
+    inputs:
+    - field: position_count
+      unit: integer
+    - field: market_regime
+      unit: enum
+    output:
+      field: position_count_gate
+    input_fields:
+    - position_count
+    - market_regime
+    expected_outputs:
+    - position_count_gate
+    - position_count_max
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - position_count_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  SINGLE_POSITION_WEIGHT_CAP_V1:
+    purpose: '단일 종목 비중 상한과 초과 TRIM 필요 여부를 판단한다.
+
+      '
+    inputs:
+    - field: single_position_weight_json
+      unit: json
+    - field: market_regime
+      unit: enum
+    output:
+      field: single_position_weight_gate
+    input_fields:
+    - position_weight_pct
+    - market_regime
+    expected_outputs:
+    - single_position_weight_gate
+    - weight_cap_pct
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - single_position_weight_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  REGIME_TRIM_GUIDANCE_V1:
+    purpose: '국면별 현금확보용 TRIM 우선순위를 결정한다.
+
+      '
+    inputs:
+    - field: regime_adjusted_sell_priority_json
+      unit: json
+    - field: market_regime
+      unit: enum
+    output:
+      field: regime_trim_guidance
+    input_fields:
+    - market_regime
+    - sector_rank
+    expected_outputs:
+    - regime_trim_guidance
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - regime_trim_guidance
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  HEAT_CONCENTRATION_ALERT_V1:
+    purpose: '단일 종목이 총 Heat의 과도한 비중을 차지하는지 경보를 낸다.
+
+      '
+    inputs:
+    - field: heat_share_pct
+      unit: pct
+    output:
+      field: heat_concentration_gate
+    input_fields:
+    - heat_share_pct
+    expected_outputs:
+    - heat_concentration_gate
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - heat_concentration_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  SECTOR_CONCENTRATION_LIMIT_V1:
+    purpose: '섹터 편중 한도와 신규 BUY 차단 여부를 판단한다.
+
+      '
+    inputs:
+    - field: sector_concentration_json
+      unit: json
+    - field: market_regime
+      unit: enum
+    output:
+      field: sector_concentration_gate
+    input_fields:
+    - sector_concentration_pct
+    - market_regime
+    expected_outputs:
+    - sector_concentration_gate
+    - sector_concentration_limit_pct
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - sector_concentration_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  PORTFOLIO_DRAWDOWN_GATE_V1:
+    purpose: '포트폴리오 고점 대비 낙폭을 산출해 신규 BUY 차단 여부를 판단한다.
+
+      '
+    inputs:
+    - field: portfolio_peak_krw
+      unit: KRW
+    - field: total_asset_krw
+      unit: KRW
+    output:
+      field: portfolio_drawdown_gate
+    input_fields:
+    - portfolio_peak_krw
+    - total_asset_krw
+    expected_outputs:
+    - portfolio_drawdown_gate
+    - portfolio_drawdown_pct
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - portfolio_drawdown_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  SECTOR_ROTATION_MOMENTUM_V1:
+    purpose: '섹터 로테이션 모멘텀 상태와 신규 매수 적합성을 판정한다.
+
+      '
+    inputs:
+    - field: sector
+      unit: string
+    - field: momentum_state
+      unit: enum
+    output:
+      field: sector_rotation_momentum_json
+    input_fields:
+    - sector
+    - momentum_state
+    expected_outputs:
+    - sector_rotation_momentum_json
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - sector_rotation_momentum_json
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  MARKET_WEIGHT_AWARE_CLUSTER_GATE_V1:
+    purpose: '시장 반도체 비중을 반영한 동적 클러스터 차단/경고 임계값을 산출한다.
+
+      '
+    inputs:
+    - field: semiconductor_cluster_json
+      unit: json
+    - field: market_regime
+      unit: enum
+    output:
+      field: semiconductor_cluster_gate
+    input_fields:
+    - kospi_semi_weight_pct
+    - combined_pct
+    - market_regime
+    expected_outputs:
+    - cluster_gate
+    - cap_pct
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - semiconductor_cluster_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  LEADER_POSITION_WEIGHT_CAP_V1:
+    purpose: '주도주 종목별 차등 비중 상한과 초과 TRIM 필요 여부를 산출한다.
+
+      '
+    inputs:
+    - field: single_position_weight_json
+      unit: json
+    - field: market_regime
+      unit: enum
+    output:
+      field: single_position_weight_gate
+    input_fields:
+    - ticker
+    - position_weight_pct
+    - market_regime
+    expected_outputs:
+    - leader_position_weight_gate
+    - weight_cap_pct
+    llm_allowed: cite_only
+    version: 2026-05-30_PHASE8
+    owner: quant_team
+    lifecycle_state: active
+    output_fields:
+    - single_position_weight_gate
+    missing_policy: DATA_MISSING. 계산 결과를 추정하지 않는다.
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation
+  REGIME_CONDITIONAL_MACRO_FACTOR_V1:
+    purpose: 거시팩터 종목별 FX 민감도 베타 적용 — 단일팩터 전 종목 균일 지배 차단 (Direction SFP1)
+    agents_md_ref: 'Direction SFP1: SINGLE_FACTOR_DOMINANCE_CAP_V1'
+    inputs:
+    - field: base_macro_score
+      unit: ratio_0_1
+    - field: ticker
+      unit: string
+    - field: ticker_type
+      unit: 'enum: export | domestic | neutral'
+    expression: base_macro_score x fx_sensitivity_beta(ticker_type)
+    components:
+      fx_sensitivity_beta:
+        export: 1.2
+        domestic: 0.7
+        neutral: 1.0
+        note: '수출주(삼성전자·SK하이닉스 등): FX 민감도 20% 가중. 내수주: 30% 축소.'
+    output:
+      field: macro_factor_applied
+      unit: ratio_0_1
+    gate:
+      condition: single_factor_max_share_pct > 50
+      result: SINGLE_FACTOR_DEGENERATE
+      action: WARN — synthesis_verdict 다양성 확보 실패, 보고서 첫 줄 경고 의무
+    missing_policy: ticker_type 미확인 시 fx_beta=1.0(neutral) 적용
+    implementation: tools/build_predictive_alpha_dialectic_engine_v2.py:NF1
+    calibration_ref: spec/calibration_registry.yaml:NF1 (EXPERT_PRIOR)
+    version: 2026-06-04_NF1
+    owner: quant_team
+    lifecycle_state: active
+    input_fields:
+    - base_macro_score
+    - ticker
+    - ticker_type
+    output_fields:
+    - macro_factor_applied
+    golden_cases: []
+    activation_threshold:
+      min_t20_sample: 30
+    retirement_condition: performance_degradation