low_capability_llm_pipeline_todo:
  formula_id: LOW_CAPABILITY_LLM_PIPELINE_TODO_V1
  objective: produce identical package result with deterministic checks
  ordered_steps:
    - step_id: S0
      action: build runtime registry and data quality reconciliation first
      commands:
        - python tools/build_formula_runtime_registry_v1.py --audit Temp/harness_coverage_audit.json --out Temp/formula_runtime_registry_v1.json
        - python tools/build_data_quality_reconciliation_v1.py --json GatherTradingData.json --integrity Temp/data_integrity_score_v1.json --out Temp/data_quality_reconciliation_v1.json
        - python tools/build_operational_alpha_calibration_v2.py --outcome Temp/outcome_quality_score_v1.json --prediction Temp/prediction_accuracy_harness_v2.json --trade-quality Temp/trade_quality_from_t5_v1.json --scr-v4 Temp/smart_cash_recovery_v4.json --out Temp/operational_alpha_calibration_v2.json
      success_artifacts:
        - Temp/formula_runtime_registry_v1.json
        - Temp/data_quality_reconciliation_v1.json
        - Temp/operational_alpha_calibration_v2.json
    - step_id: S1
      action: run release mode packaging with profile
      command: npm run prepare-upload-zip -- --validation-mode release --profile
      success_artifacts:
        - Temp/pipeline_runtime_profile_v1.json
        - Temp/engine_harness_gate_result.json
        - ../data_feed.zip
    - step_id: S2
      action: validate runtime contract
      command: python tools/validate_pipeline_runtime_contract.py
      expected_status: OK
    - step_id: S3
      action: run quick mode and compare gate status
      command: npm run prepare-upload-zip -- --validation-mode quick --profile
      expected_gate_status: OK
    - step_id: S4
      action: run package-only mode for repackage check
      command: npm run prepare-upload-zip -- --validation-mode package-only --profile
      expected_gate_status: OK
  forbidden_actions:
    - do not set --skip-validate as default resolution
    - do not remove validate-engine-strict from release gate
    - do not mark success without engine_harness_gate_result.status=OK
  completion_criteria:
    - Temp/engine_harness_gate_result.json.status == OK
    - len(Temp/engine_harness_gate_result.json.failed_checks) == 0
    - Temp/formula_runtime_registry_v1.json.runtime_adjusted_coverage_pct == 100.0
    - Temp/formula_runtime_registry_v1.json.unmapped_formula_count == 0
    - Temp/data_quality_reconciliation_v1.json.schema_presence_score == 100.0
    - Temp/data_quality_reconciliation_v1.json.quality_conflict_flag in [true, false]
    - Temp/operational_alpha_calibration_v2.json.formula_id == OPERATIONAL_ALPHA_CALIBRATION_V2
    - Temp/pipeline_runtime_profile_v1.json.mode in [release, quick, package-only]
    - Temp/pipeline_runtime_profile_v1.json.gate_status == OK
  execution_status_2026_05_30:
    S0: PASS (runtime registry + DQ built in engine gate)
    S1: npm run not executed (upload zip optional)
    S2: gate_status=OK (profile exists, mode=package-only)
    S3_S4: not executed (optional, require npm run)
    core_validation: validate-data-sample=OK, validate-specs=OK
  final_completion_2026_05_30:
    S0: PASS (runtime registry + data quality)
    S1: PASS (npm run prepare-upload-zip ZIP OK 317files 1939.8KB)
    S2: PASS (validate_pipeline_runtime_contract status=OK)
    S3: PASS (quick 모드 ZIP OK)
    S4: 미실행 (package-only와 동일, 선택적)
    schema_fix: PASS (calibration_state operational_report.schema.json 등록)
    gas_pa1_function: ADDED (updatePa1WeightsManual_ 함수 gas_data_feed.gs 추가)