Weight deep Ashtakavarga support in finance scoring

2026-06-28 16:22:02 +08:00
parent 2295593b92
commit 5b49967f65
3 changed files with 165 additions and 3 deletions
@@ -0,0 +1,43 @@
+# Ashtakavarga Deep Support Weighting v1
+
+Date: 2026-06-28
+
+## Scope
+
+This pass upgrades the newly bridged finance evidence layers from visibility-only into controlled low-weight score modifiers:
+
+- `PAV / Prastara AV`
+- `Sodhita AV`
+- `Kakshya`
+
+## Weighting
+
+The v1 weights are intentionally small:
+
+- `PAV supportive`: `+2`
+- `Kakshya supportive`: `+2`
+- `Sodhita obstructive`: `-2`
+- `Kakshya obstructive`: `-2`
+
+## Boundary
+
+These weights are not allowed to directly mint or revoke:
+
+- `dominant_label`
+- `payout_label`
+
+They only adjust the route score through the existing threshold system.
+
+## Why This Matters
+
+The project already computed these layers, but they were previously dead weight inside strict adjudication.
+
+This pass keeps the scoring conservative while letting deeper Ashtakavarga and degree-trigger signals actually influence finance ranking.
+
+## Still Open
+
+- calibrating whether `PAV` should distinguish contributor identity more sharply
+- deciding whether `Sodhita` should also have a positive support path
+- tying `Kakshya` more directly to transit timing instead of route-average usage
+- validating the weights against external oracle cases before claiming mature timing precision
+
@@ -969,6 +969,17 @@ def _derive_event_judgement(route: str, present: Dict[str, Any], missing: List[s
            score += 5
        elif ashtakavarga_finance.get("level") == "obstructive":
            score -= 5
+        pav_finance_support = present.get("pav_finance_support") or {}
+        if pav_finance_support.get("level") == "supportive":
+            score += 2
+        sodhita_finance_support = present.get("sodhita_finance_support") or {}
+        if sodhita_finance_support.get("level") == "obstructive":
+            score -= 2
+        kakshya_finance_support = present.get("kakshya_finance_support") or {}
+        if kakshya_finance_support.get("level") == "supportive":
+            score += 2
+        elif kakshya_finance_support.get("level") == "obstructive":
+            score -= 2
        score += 20 if wealth_promise_level == "strong" else 10 if wealth_promise_level == "moderate" else 0
        score += 5 if wealth_promise_diversity >= 2 else 0
        score += max(
@@ -1026,13 +1037,10 @@ def _derive_event_judgement(route: str, present: Dict[str, Any], missing: List[s
        shadbala_component_audit = present.get("shadbala_component_audit") or {}
        if shadbala_component_audit.get("status") in {"blocked", "incomplete"}:
            secondary_context.append("shadbala_component_gap")
-        pav_finance_support = present.get("pav_finance_support") or {}
        if pav_finance_support.get("level") == "supportive":
            secondary_context.append("pav_finance_support")
-        sodhita_finance_support = present.get("sodhita_finance_support") or {}
        if sodhita_finance_support.get("level") == "obstructive":
            secondary_context.append("sodhita_wealth_friction")
-        kakshya_finance_support = present.get("kakshya_finance_support") or {}
        if kakshya_finance_support.get("level") == "supportive":
            secondary_context.append("kakshya_finance_support")
        elif kakshya_finance_support.get("level") == "obstructive":
@@ -144,6 +144,117 @@ def test_finance_source_diversity_adds_small_bump_without_changing_verdict_band(
    assert high_diversity["score"] == low_diversity["score"] + 5


+def test_finance_deep_ashtakavarga_supports_add_small_score_bump_without_label_override() -> None:
+    base = _derive_event_judgement(
+        "finance",
+        {
+            "wealth_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "gains_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "career_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "vimshottari_current": {"mahadasha": "Venus", "antardasha": "Mercury"},
+            "narayana_current": {"sign": "Taurus", "lord": "Venus"},
+            "wealth_promise_strength": {
+                "level": "strong",
+                "primary_source": "dhana_yogas",
+                "supporting_sources": ["dhana", "lakshmi"],
+                "source_diversity": 2,
+                "count": 1,
+            },
+        },
+        [],
+    )
+    weighted = _derive_event_judgement(
+        "finance",
+        {
+            "wealth_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "gains_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "career_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "vimshottari_current": {"mahadasha": "Venus", "antardasha": "Mercury"},
+            "narayana_current": {"sign": "Taurus", "lord": "Venus"},
+            "wealth_promise_strength": {
+                "level": "strong",
+                "primary_source": "dhana_yogas",
+                "supporting_sources": ["dhana", "lakshmi"],
+                "source_diversity": 2,
+                "count": 1,
+            },
+            "pav_finance_support": {
+                "level": "supportive",
+                "source": "ashtakavarga_pav_bridge_v1",
+                "signals": ["pav_finance_support"],
+                "top_planets": ["Venus"],
+            },
+            "kakshya_finance_support": {
+                "level": "supportive",
+                "source": "kakshya_finance_bridge_v1",
+                "signals": ["kakshya_finance_support"],
+                "average_strength": 6.8,
+            },
+        },
+        [],
+    )
+
+    assert base["dominant_label"] == "public_wealth_status"
+    assert weighted["dominant_label"] == "public_wealth_status"
+    assert weighted["score"] == base["score"] + 4
+
+
+def test_finance_sodhita_and_kakshya_friction_reduce_score_without_forcing_label_swap() -> None:
+    base = _derive_event_judgement(
+        "finance",
+        {
+            "wealth_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "gains_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "career_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "vimshottari_current": {"mahadasha": "Venus", "antardasha": "Mercury"},
+            "narayana_current": {"sign": "Taurus", "lord": "Venus"},
+            "wealth_promise_strength": {
+                "level": "strong",
+                "primary_source": "dhana_yogas",
+                "supporting_sources": ["dhana", "lakshmi"],
+                "source_diversity": 2,
+                "count": 1,
+            },
+        },
+        [],
+    )
+    weighted = _derive_event_judgement(
+        "finance",
+        {
+            "wealth_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "gains_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "career_convergence": {"convergence_level": "L1", "probability": "+15-20%"},
+            "vimshottari_current": {"mahadasha": "Venus", "antardasha": "Mercury"},
+            "narayana_current": {"sign": "Taurus", "lord": "Venus"},
+            "wealth_promise_strength": {
+                "level": "strong",
+                "primary_source": "dhana_yogas",
+                "supporting_sources": ["dhana", "lakshmi"],
+                "source_diversity": 2,
+                "count": 1,
+            },
+            "sodhita_finance_support": {
+                "level": "obstructive",
+                "source": "ashtakavarga_sodhita_bridge_v1",
+                "signals": ["sodhita_wealth_friction"],
+                "target_houses": [2, 11],
+                "raw_scores": {"2": 18, "11": 17},
+            },
+            "kakshya_finance_support": {
+                "level": "obstructive",
+                "source": "kakshya_finance_bridge_v1",
+                "signals": ["kakshya_finance_friction"],
+                "average_strength": 4.1,
+            },
+        },
+        [],
+    )
+
+    assert base["dominant_label"] == "public_wealth_status"
+    assert weighted["dominant_label"] == "public_wealth_status"
+    assert weighted["score"] == base["score"] - 4
+
+
 def test_collect_strict_evidence_finance_derives_wealth_promise_from_dhana_yogas() -> None:
    result = {
        "modules": {