fix weight ai insight target weight data using mr. mike instead of cp707

backend/apps/operations/services/cp707_knowledge.py

@@ -394,7 +394,7 @@ def analyze_fcr(actual_fcr: Any, day_age: Any) -> dict[str, Any]:
     }
 
 
-def analyze_bw(actual_bw_g: Any, day_age: Any) -> dict[str, Any]:
+def analyze_bw(actual_bw_g: Any, day_age: Any, target_bw_g: Any = None) -> dict[str, Any]:
     try:
         day_int = int(day_age)
     except (TypeError, ValueError):
@@ -420,7 +420,11 @@ def analyze_bw(actual_bw_g: Any, day_age: Any) -> dict[str, Any]:
     # 0 g is a missing/placeholder reading, not a real bird weight.
     if actual is not None and actual <= 0:
         actual = None
-    std_bw = get_bw_standard_by_day(day_age)
+
+    std_bw = _as_float(target_bw_g)
+    if std_bw is None or std_bw <= 0:
+        std_bw = get_bw_standard_by_day(day_age)
+
     if actual is None or std_bw is None:
         return {
             "actual": actual,
@@ -437,24 +441,24 @@ def analyze_bw(actual_bw_g: Any, day_age: Any) -> dict[str, Any]:
     if delta_pct < -15:
         status = "critical"
         message = (
-            f"Bobot badan aktual {actual:g}g jauh di bawah standar CP 707 ({std_bw:g}g) "
+            f"Bobot badan aktual {actual:g}g jauh di bawah standar ({std_bw:g}g) "
             f"pada hari ke-{day_age}. Deviasi {abs(delta_pct):.1f}%. Lakukan grading segera."
         )
     elif delta_pct < -5:
         status = "warning"
         message = (
-            f"Bobot badan aktual {actual:g}g sedikit di bawah standar CP 707 ({std_bw:g}g) "
+            f"Bobot badan aktual {actual:g}g sedikit di bawah standar ({std_bw:g}g) "
             f"pada hari ke-{day_age}. Deviasi {abs(delta_pct):.1f}%. Tingkatkan stimulasi pakan."
         )
     elif delta_pct > 10:
         status = "ok"
         message = (
-            f"Bobot badan aktual {actual:g}g melampaui standar CP 707 ({std_bw:g}g) "
+            f"Bobot badan aktual {actual:g}g melampaui standar ({std_bw:g}g) "
             f"pada hari ke-{day_age}. Pertumbuhan sangat baik."
         )
     else:
         status = "ok"
-        message = f"Bobot badan aktual {actual:g}g sesuai standar CP 707 ({std_bw:g}g) pada hari ke-{day_age}."
+        message = f"Bobot badan aktual {actual:g}g sesuai standar ({std_bw:g}g) pada hari ke-{day_age}."
 
     return {
         "actual": actual,
@@ -1089,7 +1093,8 @@ def build_cp707_standard_block(context_data: dict[str, Any] | None) -> str:
 
     ip = get_ip_standard_by_day(day)
     ip_range = get_ip_standard_range()
-    bw = get_bw_standard_by_day(day)
+    target_bw_ctx = _resolve_target_bw(context_data, day)
+    bw = target_bw_ctx if target_bw_ctx is not None else get_bw_standard_by_day(day)
     fcr = get_fcr_standard_by_day(day)
     mort = get_mortality_cum_std_by_day(day)
 
@@ -1279,6 +1284,30 @@ def _resolve_iot(context_pack: dict[str, Any]) -> dict[str, Any]:
     return context_pack
 
 
+def _resolve_target_bw(context_pack: dict[str, Any] | None, day_age: int | None) -> float | None:
+    if not isinstance(context_pack, dict):
+        return None
+    direct = _first_positive_number(
+        context_pack.get("target_bw_gram"),
+        context_pack.get("targetWeight"),
+        context_pack.get("bobot_target_gram"),
+        context_pack.get("target_gram"),
+        context_pack.get("target_weight"),
+    )
+    if direct is not None:
+        return direct
+
+    tren = context_pack.get("tren_harian")
+    if isinstance(tren, list) and day_age is not None:
+        for row in tren:
+            if isinstance(row, dict) and row.get("hari") == day_age:
+                t = _first_positive_number(row.get("target_gram"), row.get("target_bw_gram"), row.get("target"))
+                if t is not None:
+                    return t
+
+    return None
+
+
 def analyze_with_cp707_standards(context_pack: dict[str, Any] | None, topic: str | None = None) -> dict[str, Any]:
     """Analisis komprehensif; toleran terhadap field InsightContext rebuild dan pack lama.
     Topic-scoped: only grades metrics in TOPIC_METRICS[topic]. Unknown emitted only for
@@ -1294,8 +1323,9 @@ def analyze_with_cp707_standards(context_pack: dict[str, Any] | None, topic: str
     # Body weight grading
     if "bw" in metrics_to_grade:
         actual_bw = _resolve_bw_grams(pack)
+        target_bw = _resolve_target_bw(pack, day_age)
         if day_age is not None:
-            result["analyses"]["bw"] = analyze_bw(actual_bw, day_age)
+            result["analyses"]["bw"] = analyze_bw(actual_bw, day_age, target_bw)
         else:
             result["analyses"]["bw"] = {"status": "unknown", "message": "Umur tidak tersedia untuk grading bobot badan."}
 

backend/apps/operations/services/insight_service.py

@@ -776,6 +776,36 @@ def enforce_mortality_wording(
     return out
 
 
+def enforce_bw_wording(
+    parsed: dict[str, Any],
+    graded: dict[str, Any] | None,
+) -> dict[str, Any]:
+    """Ensure body weight status and narrative match graded facts."""
+    bw = ((graded or {}).get("analyses") or {}).get("bw") or {}
+    status = str(bw.get("status") or "").lower()
+    if not status:
+        return parsed
+
+    message = str(bw.get("message") or "").strip()
+    actual = bw.get("actual")
+    std = bw.get("standard")
+
+    out = dict(parsed)
+    kesimpulan = str(out.get("kesimpulan") or "")
+
+    # If graded status is OK, but summary claims it is below standard / critical:
+    if status == "ok" and any(
+        w in kesimpulan.lower()
+        for w in ("di bawah standar", "sangat rendah", "critical", "kritis", "jauh di bawah")
+    ):
+        if message:
+            out["kesimpulan"] = message
+        elif actual is not None and std is not None:
+            out["kesimpulan"] = f"Bobot badan ayam ({actual:g}g) sesuai dengan target standar ({std:g}g)."
+
+    return out
+
+
 _DUP_KANDANG = re.compile(r"\b[Kk]andang(?:\s+[Kk]andang)+\b")
 
 
@@ -1111,6 +1141,7 @@ def generate_insight(
                     "insight": str(parsed_raw.get("insight") or ""),
                 }
                 soft = enforce_mortality_wording(soft, graded)
+                soft = enforce_bw_wording(soft, graded)
                 soft = sanitize_insight_narrative(soft)
                 parsed_raw["kesimpulan"] = soft.get("kesimpulan")
                 parsed_raw["insight"] = soft.get("insight")
@@ -1143,6 +1174,7 @@ def generate_insight(
                     "Output LLM tidak sesuai format JSON yang diminta: " + repr(str(raw)[:200])
                 )
             parsed = enforce_mortality_wording(parsed, graded)
+            parsed = enforce_bw_wording(parsed, graded)
             parsed = sanitize_insight_narrative(parsed)
             insight_text = parsed["insight"]
             summary = parsed["kesimpulan"]

components/AiInsightCard.tsx

@@ -365,6 +365,14 @@ export const AiInsightCard: React.FC<AiInsightCardProps> = ({
           contextPayload.uniformity_persen = scopedMetrics.uniformity_persen;
           contextPayload.pakan_kumulatif_karung = scopedMetrics.pakan_kumulatif_karung;
 
+          const currentTarget =
+            scopedMetrics.weightSeries.find((row) => row.hari === contextPayload.hari_ke)?.target ??
+            [...scopedMetrics.weightSeries].reverse().find((row) => row.target != null)?.target ??
+            null;
+          if (currentTarget != null && currentTarget > 0) {
+            contextPayload.target_bw_gram = currentTarget;
+          }
+
           // EEF series for trend computation (eef, dashboard, end_cycle topics)
           if (topic === 'eef' || topic === 'dashboard' || reportType === 'end_cycle') {
             contextPayload.eef_seri = scopedMetrics.kpiSeries

components/WeightMonitoringPage.tsx

@@ -132,12 +132,13 @@ const WeightMonitoringPage: React.FC<{ onSettings: () => void }> = ({ onSettings
       kandangName: selectedKandang.kandang_name,
       cycleId: selectedCycle?.id,
       totalDays: selectedCycle?.total_days ?? null,
+      docWeight: docWeight,
       weightRows: chartRows,
       averageWeight: kpiLatest?.average_weight ?? null,
       uniformity: kpiLatest?.uniformity ?? null,
       adg: kpiLatest?.average_daily_gain ?? null,
     });
-  }, [selectedKandang, selectedCycle, chartRows, kpiLatest]);
+  }, [selectedKandang, selectedCycle, docWeight, chartRows, kpiLatest]);
 
   if (!selectedCycle) return <EmptyFarm onSettings={onSettings} />;
 

utils/insightContextBuilders.ts

@@ -209,6 +209,7 @@ export type BuildWeightInsightContextArgs = {
   cycleId?: number;
   hari_ke?: number | null;
   totalDays?: number | null;
+  docWeight?: number | null;
   weightRows?: WeightInsightRow[];
   averageWeight?: number | null;
   targetWeight?: number | null;
@@ -226,8 +227,8 @@ export function buildWeightInsightContext(args: BuildWeightInsightContextArgs):
       const hari = dayOf(row);
       if (hari === null) return null;
       const bobot = num(row.average_weight) ?? num(row.bobot_gram);
-      const target =
-        num(row.target_gram) ?? (totalDays != null ? getTargetWeightForAge(hari, totalDays) : null);
+      const doc = num(row.doc_weight) ?? num(args.docWeight) ?? 40;
+      const target = num(row.target_gram) ?? (hari > 0 ? getTargetWeightForAge(hari, doc) : null);
       return {
         hari,
         bobot_gram: bobot != null && bobot > 0 ? bobot : null,