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Resolved in a grill-with-docs pass. recommend_lighting converts ALL non-LED bulbs (incandescent + CFL + low-energy-unknown) to LED — all the way to LED, not the legacy "fill to low energy", because SAP §12-1 rates LED efficacy (100) above LEL (80) / CFL (55). A free Optimiser candidate (it improves SAP), unlike ventilation's forced dependency. Its overlay is the first whole-dwelling, top-level surface: a LightingOverlay carrying the four bulb-count fields by their exact EPC names, folded directly onto EpcPropertyData (led=total, others 0). Priced per-bulb x non-LED count, contingency 0.26, measure_type low_energy_lighting (MEASURE_MAP-aligned; "LED" in the description). Validation: real before/after cascade pins (zero-existing-LEDs + some-existing-LEDs) at 1e-4, clean (no fabric coupling). Ground-truth confirmed: 20 incandescent -> 20 LED drops lighting (232) 783.7 -> 232.7 kWh/yr. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> |
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| .. | ||
| 0001-two-source-paths.md | ||
| 0002-property-aggregate-root.md | ||
| 0003-python-writes-landlord-overrides-directly.md | ||
| 0003-strict-ingestion-modelling-separation.md | ||
| 0004-baseline-performance-lodged-effective-pair.md | ||
| 0005-multi-phase-scenarios-per-phase-recompute.md | ||
| 0006-deterministic-kwh-no-baseline-ml.md | ||
| 0007-kwh-as-ml-target.md | ||
| 0008-physics-as-feature.md | ||
| 0009-deterministic-sap-calculator.md | ||
| 0010-sap10-calculator-spec-target-and-validation.md | ||
| 0011-composable-stage-orchestrators.md | ||
| 0012-unit-of-work-per-stage-batch-transaction.md | ||
| 0013-bulk-upload-finaliser-writes-properties.md | ||
| 0013-calculator-produces-effective-performance-shadow-first.md | ||
| 0014-bill-derivation-from-real-fuel-rates.md | ||
| 0015-mappers-own-cert-normalization.md | ||
| 0016-package-rescore-over-warm-start-optimisation.md | ||
| 0017-plan-persistence-evolve-live-tables.md | ||
| 0018-valuation-uplift-percentage-primary.md | ||
| 0019-wall-insulation-eligibility.md | ||
| 0020-conservation-status-as-property-attributes.md | ||
| 0021-roof-insulation-eligibility.md | ||
| 0022-glazing-eligibility-and-overlay.md | ||
| 0023-lighting-eligibility-and-overlay.md | ||