Add split background promotion workflow

scripts/README.md

@@ -699,6 +699,25 @@ summary as the strict default-promotion false-positive gate. The
 `sparse_building_context` source remains visible in the JSON/Markdown report as
 review evidence only and is not counted as a default-promotion gate.
 
+To run both steps after one redeploy, use the workflow wrapper:
+
+```bash
+PROMOTION_POSITIVE_PORTFOLIO_PATH=/mnt/user/appdata/geointel/artifacts/detection-quality-matrix/multi-sample/aoi1024bg512r3e50-positive/multi_sample_quality_summary.json \
+OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
+QUALITY_MODEL_ASSET_IDS="geointel-building-yolov8s-aoi1024bg512r3e50-pt" \
+QUALITY_TILE_SIZES="512" \
+QUALITY_TILE_OVERLAPS="64" \
+QUALITY_THRESHOLDS="0.35 0.15" \
+BACKGROUND_SPLIT_OUTPUT_DIR=artifacts/detection-hard-negatives/aoi1024bg512r3e50-split \
+PROMOTION_OUTPUT_DIR=artifacts/detection-model-promotion/aoi1024bg512r3e50-split-aware \
+bash scripts/run_split_background_promotion_workflow.sh http://192.168.10.150:1202
+```
+
+The wrapper first calls `run_background_corpus_split_matrix.sh`, then feeds the
+generated `background_corpus_split_summary.json` into the split-aware promotion
+report. It still uses only existing upload, detection and report paths; it does
+not fetch providers, fetch model weights or activate a default.
+
 If a legacy positive evidence portfolio records `model_asset_id` at portfolio
 level but does not include per-run tile size/overlap, pass explicit tile
 defaults instead of letting the report guess:

scripts/run_readiness_check.sh

@@ -69,6 +69,7 @@ bash -n scripts/run_detection_quality_matrix.sh
 bash -n scripts/run_multi_sample_detection_quality_matrix.sh
 bash -n scripts/run_operator_hard_negative_detection_matrix.sh
 bash -n scripts/run_background_corpus_split_matrix.sh
+bash -n scripts/run_split_background_promotion_workflow.sh
 bash -n scripts/train_operator_yolo_detector.sh
 bash -n scripts/verify_workbench_default_state.sh
 bash -n scripts/verify_workbench_interactions.sh

scripts/run_split_background_promotion_workflow.sh

@@ -0,0 +1,115 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+usage() {
+  cat >&2 <<'EOF'
+Usage:
+  PROMOTION_POSITIVE_PORTFOLIO_PATH=artifacts/detection-quality-matrix/multi-sample/aoi1024-positive/multi_sample_quality_summary.json \
+  OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
+  QUALITY_MODEL_ASSET_IDS="geointel-building-yolov8s-aoi1024bg512r3e50-pt" \
+  QUALITY_TILE_SIZES="512" \
+  QUALITY_TILE_OVERLAPS="64" \
+  QUALITY_THRESHOLDS="0.35 0.15" \
+  bash scripts/run_split_background_promotion_workflow.sh [base_url]
+
+Optional environment:
+  BACKGROUND_SPLIT_OUTPUT_DIR                 Split matrix output directory.
+  PROMOTION_OUTPUT_DIR                        Promotion report output directory.
+  PROMOTION_POSITIVE_PORTFOLIO_PATH           Positive AOI portfolio or multi-sample summary.
+  PROMOTION_MIN_POSITIVE_SAMPLES              Default: 7.
+  PROMOTION_MIN_BACKGROUND_SAMPLES            Default: 2.
+  PROMOTION_MIN_MEAN_F1                       Default: 0.25.
+  PROMOTION_MAX_BACKGROUND_DETECTIONS_PER_SAMPLE  Default: 0.
+  PROMOTION_DEFAULT_POSITIVE_TILE_SIZE        Optional fallback for legacy positive portfolios.
+  PROMOTION_DEFAULT_POSITIVE_TILE_OVERLAP     Optional fallback for legacy positive portfolios.
+
+Runs the split background matrix, then builds a split-aware promotion report.
+The pure-empty background summary is the strict default gate. Sparse-context
+background evidence is included for operator review only.
+
+The script uses existing runtime/API flows and report tooling only. It does not
+fetch providers, fetch weights, mutate model settings or activate a default.
+EOF
+}
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT"
+
+BASE_URL="${1:-${GE_INTEL_BASE_URL:-http://localhost:1202}}"
+if [ "${BASE_URL}" = "-h" ] || [ "${BASE_URL}" = "--help" ]; then
+  usage
+  exit 0
+fi
+
+if [ -z "${PROMOTION_POSITIVE_PORTFOLIO_PATH:-}" ]; then
+  echo "PROMOTION_POSITIVE_PORTFOLIO_PATH is required" >&2
+  usage
+  exit 1
+fi
+
+if [ ! -s "${PROMOTION_POSITIVE_PORTFOLIO_PATH}" ]; then
+  echo "Positive portfolio is not readable: ${PROMOTION_POSITIVE_PORTFOLIO_PATH}" >&2
+  exit 1
+fi
+
+if [ -n "${PYTHON_BIN:-}" ]; then
+  PYTHON_BIN="${PYTHON_BIN}"
+else
+  PYTHON_BIN=""
+  for candidate in python3 python.exe python; do
+    if command -v "${candidate}" >/dev/null 2>&1 && "${candidate}" -c "import json, sys" >/dev/null 2>&1; then
+      PYTHON_BIN="${candidate}"
+      break
+    fi
+  done
+fi
+
+if [ -z "${PYTHON_BIN}" ]; then
+  echo "A Python interpreter is required for split-background promotion reporting" >&2
+  exit 1
+fi
+
+stamp="$(date -u +%Y%m%dT%H%M%SZ)"
+BACKGROUND_SPLIT_OUTPUT_DIR="${BACKGROUND_SPLIT_OUTPUT_DIR:-artifacts/detection-hard-negatives/background-split/${stamp}}"
+PROMOTION_OUTPUT_DIR="${PROMOTION_OUTPUT_DIR:-artifacts/detection-model-promotion/split-aware/${stamp}}"
+
+echo "== GeoIntel split-background promotion workflow =="
+echo "Base URL: ${BASE_URL}"
+echo "Positive portfolio: ${PROMOTION_POSITIVE_PORTFOLIO_PATH}"
+echo "Background split output: ${BACKGROUND_SPLIT_OUTPUT_DIR}"
+echo "Promotion output: ${PROMOTION_OUTPUT_DIR}"
+
+BACKGROUND_SPLIT_OUTPUT_DIR="${BACKGROUND_SPLIT_OUTPUT_DIR}" \
+bash scripts/run_background_corpus_split_matrix.sh "${BASE_URL}"
+
+split_summary="${BACKGROUND_SPLIT_OUTPUT_DIR}/background_corpus_split_summary.json"
+if [ ! -s "${split_summary}" ]; then
+  echo "Split summary was not produced: ${split_summary}" >&2
+  exit 1
+fi
+
+mkdir -p "${PROMOTION_OUTPUT_DIR}"
+
+promotion_args=(
+  scripts/build_detection_model_promotion_report.py
+  --positive-portfolio "${PROMOTION_POSITIVE_PORTFOLIO_PATH}"
+  --background-split-summary "${split_summary}"
+  --output-dir "${PROMOTION_OUTPUT_DIR}"
+  --min-positive-samples "${PROMOTION_MIN_POSITIVE_SAMPLES:-7}"
+  --min-background-samples "${PROMOTION_MIN_BACKGROUND_SAMPLES:-2}"
+  --min-mean-f1 "${PROMOTION_MIN_MEAN_F1:-0.25}"
+  --max-background-detections-per-sample "${PROMOTION_MAX_BACKGROUND_DETECTIONS_PER_SAMPLE:-0}"
+)
+
+if [ -n "${PROMOTION_DEFAULT_POSITIVE_TILE_SIZE:-}" ]; then
+  promotion_args+=(--default-positive-tile-size "${PROMOTION_DEFAULT_POSITIVE_TILE_SIZE}")
+fi
+
+if [ -n "${PROMOTION_DEFAULT_POSITIVE_TILE_OVERLAP:-}" ]; then
+  promotion_args+=(--default-positive-tile-overlap "${PROMOTION_DEFAULT_POSITIVE_TILE_OVERLAP}")
+fi
+
+"${PYTHON_BIN}" "${promotion_args[@]}"
+
+echo "Split summary: ${split_summary}"
+echo "Promotion report: ${PROMOTION_OUTPUT_DIR}/detection_model_promotion_report.json"