feat: enable real case website e2e capture

references/real_case_calibration/real_case_website_e2e_eval_2026_07_20.json

@@ -12,9 +12,12 @@
     {
       "birth": {
         "date": "1955-02-24",
+        "lat": 37.7749,
+        "lon": -122.4194,
         "place": "San Francisco, CA, USA",
         "source_policy": "public_record_candidate",
-        "time": "19:15"
+        "time": "19:15",
+        "tz": -8
       },
       "case_id": "steve_jobs",
       "domains": [
@@ -44,9 +47,12 @@
     {
       "birth": {
         "date": "1879-03-14",
+        "lat": 48.4011,
+        "lon": 9.9876,
         "place": "Ulm, Germany",
         "source_policy": "public_record_candidate",
-        "time": "11:30"
+        "time": "11:30",
+        "tz": 1
       },
       "case_id": "albert_einstein",
       "domains": [
@@ -76,9 +82,12 @@
     {
       "birth": {
         "date": "1961-08-04",
+        "lat": 21.3069,
+        "lon": -157.8583,
         "place": "Honolulu, HI, USA",
         "source_policy": "public_record_candidate",
-        "time": "19:24"
+        "time": "19:24",
+        "tz": -10
       },
       "case_id": "barack_obama",
       "domains": [
@@ -108,9 +117,12 @@
     {
       "birth": {
         "date": "1961-07-01",
+        "lat": 52.8294,
+        "lon": 0.5143,
         "place": "Sandringham, England",
         "source_policy": "public_record_candidate",
-        "time": "19:45"
+        "time": "19:45",
+        "tz": 0
       },
       "case_id": "princess_diana",
       "domains": [
@@ -139,9 +151,12 @@
     {
       "birth": {
         "date": "1946-06-14",
+        "lat": 40.7282,
+        "lon": -73.7949,
         "place": "Queens, NY, USA",
         "source_policy": "public_record_candidate",
-        "time": "10:54"
+        "time": "10:54",
+        "tz": -5
       },
       "case_id": "donald_trump",
       "domains": [
@@ -171,9 +186,12 @@
     {
       "birth": {
         "date": "1954-01-29",
+        "lat": 33.0576,
+        "lon": -89.5887,
         "place": "Kosciusko, MS, USA",
         "source_policy": "public_record_candidate",
-        "time": "04:30"
+        "time": "04:30",
+        "tz": -6
       },
       "case_id": "oprah_winfrey",
       "domains": [
@@ -203,9 +221,12 @@
     {
       "birth": {
         "date": "1971-06-28",
+        "lat": -25.7479,
+        "lon": 28.2293,
         "place": "Pretoria, South Africa",
         "source_policy": "public_record_candidate",
-        "time": "07:30"
+        "time": "07:30",
+        "tz": 2
       },
       "case_id": "elon_musk",
       "domains": [
@@ -235,9 +256,12 @@
     {
       "birth": {
         "date": "1869-10-02",
+        "lat": 21.6417,
+        "lon": 69.6293,
         "place": "Porbandar, India",
         "source_policy": "public_record_candidate",
-        "time": "07:11"
+        "time": "07:11",
+        "tz": 5.5
       },
       "case_id": "mahatma_gandhi",
       "domains": [
@@ -267,9 +291,12 @@
     {
       "birth": {
         "date": "1926-06-01",
+        "lat": 34.0522,
+        "lon": -118.2437,
         "place": "Los Angeles, CA, USA",
         "source_policy": "public_record_candidate",
-        "time": "09:30"
+        "time": "09:30",
+        "tz": -8
       },
       "case_id": "marilyn_monroe",
       "domains": [
@@ -299,9 +326,12 @@
     {
       "birth": {
         "date": "1955-10-28",
+        "lat": 47.6062,
+        "lon": -122.3321,
         "place": "Seattle, WA, USA",
         "source_policy": "public_record_candidate",
-        "time": "22:00"
+        "time": "22:00",
+        "tz": -8
       },
       "case_id": "bill_gates",
       "domains": [
@@ -331,9 +361,12 @@
     {
       "birth": {
         "date": "1965-07-31",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Yate, England",
         "source_policy": "public_record_candidate",
-        "time": "14:00"
+        "time": "14:00",
+        "tz": 0
       },
       "case_id": "j_k_rowling",
       "domains": [
@@ -363,9 +396,12 @@
     {
       "birth": {
         "date": "1918-07-18",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Mvezo, South Africa",
         "source_policy": "public_record_candidate",
-        "time": "14:54"
+        "time": "14:54",
+        "tz": 0
       },
       "case_id": "nelson_mandela",
       "domains": [
@@ -395,9 +431,12 @@
     {
       "birth": {
         "date": "1910-08-26",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Skopje, North Macedonia",
         "source_policy": "public_record_candidate",
-        "time": "14:25"
+        "time": "14:25",
+        "tz": 0
       },
       "case_id": "mother_teresa",
       "domains": [
@@ -427,9 +466,12 @@
     {
       "birth": {
         "date": "1958-08-29",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Gary, IN, USA",
         "source_policy": "public_record_candidate",
-        "time": "19:33"
+        "time": "19:33",
+        "tz": 0
       },
       "case_id": "michael_jackson",
       "domains": [
@@ -459,9 +501,12 @@
     {
       "birth": {
         "date": "1926-04-21",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "London, England",
         "source_policy": "public_record_candidate",
-        "time": "02:40"
+        "time": "02:40",
+        "tz": 0
       },
       "case_id": "queen_elizabeth_ii",
       "domains": [
@@ -491,9 +536,12 @@
     {
       "birth": {
         "date": "1917-05-29",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Brookline, MA, USA",
         "source_policy": "public_record_candidate",
-        "time": "15:00"
+        "time": "15:00",
+        "tz": 0
       },
       "case_id": "john_f_kennedy",
       "domains": [
@@ -523,9 +571,12 @@
     {
       "birth": {
         "date": "1929-01-15",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Atlanta, GA, USA",
         "source_policy": "public_record_candidate",
-        "time": "12:00"
+        "time": "12:00",
+        "tz": 0
       },
       "case_id": "martin_luther_king_jr",
       "domains": [
@@ -555,9 +606,12 @@
     {
       "birth": {
         "date": "1975-06-04",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Los Angeles, CA, USA",
         "source_policy": "public_record_candidate",
-        "time": "09:09"
+        "time": "09:09",
+        "tz": 0
       },
       "case_id": "angelina_jolie",
       "domains": [
@@ -587,9 +641,12 @@
     {
       "birth": {
         "date": "1963-12-18",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Shawnee, OK, USA",
         "source_policy": "public_record_candidate",
-        "time": "06:31"
+        "time": "06:31",
+        "tz": 0
       },
       "case_id": "brad_pitt",
       "domains": [
@@ -619,9 +676,12 @@
     {
       "birth": {
         "date": "1981-09-26",
+        "lat": 0.0,
+        "lon": 0.0,
         "place": "Saginaw, MI, USA",
         "source_policy": "public_record_candidate",
-        "time": "20:28"
+        "time": "20:28",
+        "tz": 0
       },
       "case_id": "serena_williams",
       "domains": [

scripts/capture_commercial_astrology_e2e_contexts.py

@@ -68,14 +68,57 @@ def _capture_body(question: dict[str, Any]) -> dict[str, Any]:
     }
 
 
-def capture(contract_path: Path = DEFAULT_CONTRACT, output_dir: Path = DEFAULT_OUTPUT_DIR) -> dict[str, Any]:
+def _capture_body_for_real_case(case: dict[str, Any], prompt: str) -> dict[str, Any]:
+    birth = case["birth"]
+    year, month, day = [int(part) for part in birth["date"].split("-")]
+    hour, minute = [int(part) for part in birth["time"].split(":")[:2]]
+    theme_map = {
+        "timing": "career",
+        "annual": "career",
+        "migration": "career",
+        "family": "marriage",
+        "education": "career",
+    }
+    themes = [theme_map.get(domain, domain) for domain in case["domains"]]
+    return {
+        "year": year,
+        "month": month,
+        "day": day,
+        "hour": hour,
+        "minute": minute,
+        "lat": birth["lat"],
+        "lon": birth["lon"],
+        "tz": birth["tz"],
+        "city": birth["place"],
+        "question": prompt,
+        "question_text": prompt,
+        "theme": themes,
+        "evaluation_domains": case["domains"],
+        "entry_mode": "direct_chart",
+        "case_id": case["case_id"],
+        "subject": case["subject"],
+        "source_policy": birth["source_policy"],
+    }
+
+
+def capture(contract_path: Path = DEFAULT_CONTRACT, output_dir: Path = DEFAULT_OUTPUT_DIR, max_items: int | None = None) -> dict[str, Any]:
     contract = _load_json(contract_path)
     output_dir = output_dir.resolve()
     output_dir.mkdir(parents=True, exist_ok=True)
     rows: list[dict[str, Any]] = []
-    for question in contract["questions"]:
+    if "cases" in contract:
+        questions = [
+            {"id": f"{case['case_id']}__{index + 1}", "body": _capture_body_for_real_case(case, prompt)}
+            for case in contract["cases"]
+            for index, prompt in enumerate(case["prompts"])
+        ]
+    else:
+        questions = [{"id": str(question["id"]), "body": _capture_body(question)} for question in contract["questions"]]
+    for question in questions:
+        if max_items is not None and len(rows) >= max_items:
+            break
         qid = str(question["id"])
-        result = execute_consultation_workflow(_capture_body(question), surface="commercial_e2e_capture")
+        result = execute_consultation_workflow(question["body"], surface="commercial_e2e_capture")
         context_path = output_dir / f"{qid}.json"
         context_path.write_text(json.dumps(result, ensure_ascii=False, indent=2, sort_keys=True) + "\n", encoding="utf-8")
         rows.append(
@@ -106,8 +149,9 @@ def main() -> int:
     parser = argparse.ArgumentParser(description=__doc__)
     parser.add_argument("--contract", type=Path, default=DEFAULT_CONTRACT)
     parser.add_argument("--output-dir", type=Path, default=DEFAULT_OUTPUT_DIR)
+    parser.add_argument("--max-items", type=int, default=None)
     args = parser.parse_args()
-    print(json.dumps(capture(args.contract, args.output_dir), ensure_ascii=False, indent=2, sort_keys=True))
+    print(json.dumps(capture(args.contract, args.output_dir, max_items=args.max_items), ensure_ascii=False, indent=2, sort_keys=True))
     return 0
 
 

tests/test_capture_commercial_astrology_e2e_contexts.py

@@ -24,3 +24,15 @@ def test_capture_writes_runtime_contexts_without_required_layer_echo(tmp_path: P
         assert data["success"] is True
         assert "consumer_context" in data
         assert "required_layers" not in data
+
+
+def test_capture_supports_public_real_case_website_e2e_contract(tmp_path: Path) -> None:
+    contract = ROOT / "references" / "real_case_calibration" / "real_case_website_e2e_eval_2026_07_20.json"
+    manifest = capture_script.capture(contract_path=contract, output_dir=tmp_path, max_items=3)
+    assert manifest["question_count"] == 3
+    first = manifest["rows"][0]
+    assert "__" in first["id"]
+    context_path = ROOT / first["context_file"] if not Path(first["context_file"]).is_absolute() else Path(first["context_file"])
+    data = json.loads(context_path.read_text(encoding="utf-8"))
+    assert data["success"] is True
+    assert "consumer_context" in data