feat: auto-narasi LLM (OmniRoute sonnet-5) — hero briefing + narasi_awam report, migrasi 0006

backend/internal/api/chat.go

@@ -42,7 +42,7 @@ func (s *Server) Chat(w http.ResponseWriter, r *http.Request) {
 		citesRaw = cites
 	} else {
 		// Unscoped: ground on the latest briefing + watchlist.
-		_, payload, cites, err := s.DB.LatestBriefing()
+		_, payload, cites, _, err := s.DB.LatestBriefing()
 		if err != nil {
 			ground = "no briefing or report data yet"
 		} else {

backend/internal/api/health.go

@@ -16,7 +16,7 @@ func (s *Server) Health(w http.ResponseWriter, r *http.Request) {
 	lastCycle, schedOK := s.Sched.Status()
 	today := time.Now().Format("2006-01-02")
 	credits := s.DB.CreditsToday(today)
-	lastDate, _, _, _ := s.DB.LatestBriefing()
+	lastDate, _, _, _, _ := s.DB.LatestBriefing()
 	cutoff := model.StaleSession(time.Now())
 	stale := []string{}
 	if lastDate != "" {

backend/internal/api/routines.go

@@ -4,6 +4,7 @@ import (
 	"encoding/json"
 	"net/http"
 	"strconv"
+	"strings"
 	"time"
 
 	"github.com/go-chi/chi/v5"
@@ -115,7 +116,7 @@ func (s *Server) RunHistory(w http.ResponseWriter, r *http.Request) {
 // When no briefing exists yet it generates one on demand from current
 // snapshots (so the UI never shows an empty page), then persists it.
 func (s *Server) BriefingToday(w http.ResponseWriter, r *http.Request) {
-	date, payload, cites, err := s.DB.LatestBriefing()
+	date, payload, cites, narasi, err := s.DB.LatestBriefing()
 	if err != nil {
 		uk := s.userKey(r)
 		p, cc, gerr := s.Engine.BriefingFor(r.Context(), uk)
@@ -130,8 +131,23 @@ func (s *Server) BriefingToday(w http.ResponseWriter, r *http.Request) {
 		}
 		date, payload, cites = todayUTC(), p, string(ccJSON)
 	}
+	// Lazy narration: polish once via LLM, cache in DB, serve thereafter.
+	// Any LLM failure leaves narasi empty (FE falls back to rules summary).
+	if narasi == "" && s.LLM.Available() {
+		if text, nerr := s.LLM.Complete(r.Context(), s.Cfg.LLMSynth,
+			"Kamu asisten pasar saham Indonesia yang ramah. Poles ringkasan data "+
+				"berikut jadi TEPAT 3 kalimat Bahasa Indonesia santai untuk orang awam. "+
+				"Kalimat 1: saham apa yang paling diborong + artinya. "+
+				"Kalimat 2: arah uang asing. Kalimat 3: hal yang perlu diperhatikan. "+
+				"Setiap angka WAJIB berasal dari data — jangan mengarang. Tanpa sapaan.",
+			"Data:\n"+head(payload, 2500), 300); nerr == nil && text != "" {
+			narasi = strings.TrimSpace(text)
+			_ = s.DB.SaveNarasi(date, narasi)
+		}
+	}
+
 	writeJSON(w, http.StatusOK, map[string]any{
-		"date": date, "payload": payload, "citations": cites,
+		"date": date, "payload": payload, "citations": cites, "narasi": narasi,
 	})
 }