feat(translator): Feature-Flag TRANSLATOR_ENABLED zum Abschalten (siehe main)

- main.py: Auto-Refresh-Filter beruecksichtigt jetzt auch cancelled und error
- orchestrator.py: Queue-Cancels schreiben jetzt einen cancelled-Eintrag ins
  refresh_log via _log_queued_cancellation

Wirkung: Nach Cancel oder Error startet die Lage erst beim naechsten
regulaeren Slot wieder. refresh_mode bleibt unveraendert.

(Identisch zu Commit auf main, develop nachgezogen.)

RELEASES.json

@@ -1,11 +1,46 @@
 [
+  {
+    "version": "2026-05-03T15:21Z",
+    "date": "2026-05-03",
+    "title": "Übersichtlichere Navigation in der Seitenleiste",
+    "items": [
+      "Schaltflächen in der Seitenleiste haben jetzt klarere Icons und kürzere Beschriftungen",
+      "Der Feedback-Button zeigt nun ein Brief-Symbol für bessere Erkennbarkeit"
+    ]
+  },
+  {
+    "version": "2026-04-30T23:12Z",
+    "date": "2026-04-30",
+    "title": "Hintergrundbild-Unschärfe zuverlässiger und vollständiger",
+    "items": [
+      "Der Weichzeichner-Effekt wird jetzt stabiler angezeigt und aktualisiert sich korrekt",
+      "Der Header-Bereich wird nun ebenfalls korrekt mit dem Unschärfe-Effekt versehen"
+    ]
+  },
+  {
+    "version": "2026-04-29T22:30Z",
+    "date": "2026-04-29",
+    "title": "Update-Meldungen folgen Hell-/Dunkelmodus, korrekte Umlaute",
+    "items": [
+      "Banner und „Was ist neu?“-Modal nutzen jetzt die Theme-Variablen und passen sich automatisch dem aktiven Hell- oder Dunkelmodus an",
+      "Ältere Release-Einträge mit ae/oe/ue-Schreibweise wurden auf korrekte Umlaute umgestellt"
+    ]
+  },
+  {
+    "version": "2026-04-29T20:10Z",
+    "date": "2026-04-29",
+    "title": "Blur versucht zu fixen",
+    "items": [
+      "war nix..."
+    ]
+  },
   {
     "version": "2026-04-26T21:10Z",
     "date": "2026-04-26",
     "title": "Update-Modal kommt jetzt auch beim ersten Besuch",
     "items": [
-      "Beim ersten Login nach einer Aktualisierung erscheint die Was-ist-neu-Uebersicht jetzt automatisch",
+      "Beim ersten Login nach einer Aktualisierung erscheint die Was-ist-neu-Übersicht jetzt automatisch",
-      "Fuer Kunden-Onboarding: erste Highlights werden direkt sichtbar"
+      "Für Kunden-Onboarding: erste Highlights werden direkt sichtbar"
     ]
   },
   {
@@ -20,9 +55,9 @@
   {
     "version": "5473ba3",
     "date": "2026-04-26",
-    "title": "Update-System eingefuehrt",
+    "title": "Update-System eingeführt",
     "items": [
-      "Updates beruehren ab jetzt nie mehr die Faelle oder Daten",
+      "Updates berühren ab jetzt nie mehr die Fälle oder Daten",
       "Beim Promote landet eine 'Was ist neu'-Info hier",
       "Strukturelle Trennung von Live- und Staging-Datenbank"
     ]

requirements.txt

@@ -11,4 +11,8 @@ python-multipart
 aiosmtplib
 geonamescache>=2.0
 telethon
+# Bericht-Export (PDF via WeasyPrint + DOCX via python-docx)
+Jinja2>=3.1
+weasyprint>=68.0
+python-docx>=1.2
 pikepdf>=9.0

src/agents/analyzer.py

@@ -47,7 +47,6 @@ Antworte AUSSCHLIESSLICH als JSON-Objekt mit diesen Feldern:
 - "summary": Zusammenfassung auf {output_language} mit Quellenverweisen [1], [2] etc. im Text (Markdown-Überschriften ## erlaubt wenn sinnvoll, aber KEINE "## ZUSAMMENFASSUNG"/"## ÜBERBLICK"-Sektion)
 - "sources": Array von Quellenobjekten, je: {{"nr": 1, "name": "Quellenname", "url": "https://..."}}
 - "key_facts": Array von bestätigten Kernfakten (Strings, in Ausgabesprache)
-- "translations": Array von Objekten mit "article_id", "headline_de", "content_de" (nur für fremdsprachige Artikel)
 
 Antworte NUR mit dem JSON-Objekt. Keine Einleitung, keine Erklärung."""
 
@@ -102,7 +101,6 @@ Antworte AUSSCHLIESSLICH als JSON-Objekt mit diesen Feldern:
 - "summary": Das strukturierte Briefing als Markdown-Text mit Quellenverweisen [1], [2] etc.
 - "sources": Array von Quellenobjekten, je: {{"nr": 1, "name": "Quellenname", "url": "https://..."}}
 - "key_facts": Array von gesicherten Kernfakten (Strings, in Ausgabesprache)
-- "translations": Array von Objekten mit "article_id", "headline_de", "content_de" (nur für fremdsprachige Artikel)
 
 Antworte NUR mit dem JSON-Objekt. Keine Einleitung, keine Erklärung."""
 
@@ -149,7 +147,6 @@ Antworte AUSSCHLIESSLICH als JSON-Objekt mit diesen Feldern:
 - "summary": Aktualisierte Zusammenfassung mit Quellenverweisen [1], [2] etc.
 - "sources": Array mit NUR den NEUEN Quellen aus den neuen Meldungen, je: {{"nr": <fortlaufende ganze Zahl, KEINE Buchstaben-Suffixe>, "name": "Quellenname", "url": "https://..."}}. Alte Quellen werden automatisch gemerged.
 - "key_facts": Array aller aktuellen Kernfakten (in Ausgabesprache)
-- "translations": Array von Objekten mit "article_id", "headline_de", "content_de" (nur für neue fremdsprachige Artikel)
 
 Antworte NUR mit dem JSON-Objekt. Keine Einleitung, keine Erklärung."""
 
@@ -201,7 +198,6 @@ Antworte AUSSCHLIESSLICH als JSON-Objekt mit diesen Feldern:
 - "summary": Das aktualisierte Briefing als Markdown-Text mit Quellenverweisen
 - "sources": Array mit NUR den NEUEN Quellen aus den neuen Meldungen, je: {{"nr": <fortlaufende ganze Zahl, KEINE Buchstaben-Suffixe>, "name": "Quellenname", "url": "https://..."}}. Alte Quellen werden automatisch gemerged.
 - "key_facts": Array aller gesicherten Kernfakten (in Ausgabesprache)
-- "translations": Array von Objekten mit "article_id", "headline_de", "content_de" (nur für neue fremdsprachige Artikel)
 
 Antworte NUR mit dem JSON-Objekt. Keine Einleitung, keine Erklärung."""
 
@@ -796,5 +792,5 @@ class AnalyzerAgent:
             except json.JSONDecodeError:
                 pass
 
-        return {"summary": summary, "sources": sources, "key_facts": [], "translations": []}
+        return {"summary": summary, "sources": sources, "key_facts": []}
 

src/agents/orchestrator.py

@@ -21,15 +21,21 @@ from source_rules import (
 
 logger = logging.getLogger("osint.orchestrator")
 
-# Reputations-Score nach Quellenkategorie (für Relevanz-Scoring)
+# Reputations-Score nach Quellenkategorie (fuer Relevanz-Scoring).
+# Keys muessen mit den tatsaechlichen DB-Werten in sources.category uebereinstimmen
+# (siehe DOMAIN_CATEGORY_MAP in source_rules.py).
 CATEGORY_REPUTATION = {
-    "nachrichten_de": 0.9,
+    "nachrichtenagentur":    1.0,   # Reuters, AP, dpa, AFP — Primärquellen
-    "nachrichten_int": 0.9,
+    "behoerde":              1.0,   # BMI, BSI, Europol — offizielle Quellen
-    "presseagenturen": 1.0,
+    "oeffentlich-rechtlich": 0.95,  # tagesschau, ZDF, ARD, BBC, ORF
-    "behoerden": 1.0,
+    "qualitaetszeitung":     0.85,  # Spiegel, Zeit, FAZ, NZZ, Süddeutsche
-    "fachmedien": 0.8,
+    "think-tank":            0.85,  # SWP, IISS, Brookings, Chatham House
-    "international": 0.7,
+    "fachmedien":            0.8,   # heise, golem, netzpolitik, Handelsblatt
-    "sonstige": 0.4,
+    "international":         0.75,  # CNN, Guardian, NYT, Al Jazeera, France24
+    "regional":              0.65,  # regionale Tageszeitungen
+    "telegram":              0.5,   # OSINT-Kanaele — gemischte Qualitaet
+    "sonstige":              0.4,   # unkategorisiert
+    "boulevard":             0.3,   # Bild, Sun etc.
 }
 
 # Research-Modus: Automatisch 3 Durchläufe für optimale Ergebnisse
@@ -483,6 +489,9 @@ class AgentOrchestrator:
 
             logger.info(f"Lage {incident_id} aus Warteschlange entfernt (removed={removed})")
 
+            # refresh_log-Eintrag schreiben, damit Auto-Refresh nicht im naechsten Tick erneut einreiht
+            await self._log_queued_cancellation(incident_id)
+
             # Send cancelled event
             if self._ws_manager:
                 try:
@@ -633,6 +642,28 @@ class AgentOrchestrator:
         finally:
             await db.close()
 
+    async def _log_queued_cancellation(self, incident_id: int):
+        """Schreibt einen cancelled-Eintrag fuer einen Queue-Abbruch (Lage war noch nicht laufend).
+        Verhindert, dass der Auto-Refresh-Scheduler im naechsten Tick sofort wieder einreiht."""
+        from database import get_db
+        db = await get_db()
+        try:
+            cur = await db.execute("SELECT tenant_id FROM incidents WHERE id = ?", (incident_id,))
+            row = await cur.fetchone()
+            tid = row["tenant_id"] if row else None
+            now_str = datetime.now(TIMEZONE).strftime("%Y-%m-%d %H:%M:%S")
+            await db.execute(
+                """INSERT INTO refresh_log (incident_id, started_at, completed_at, status,
+                   trigger_type, error_message, tenant_id)
+                   VALUES (?, ?, ?, 'cancelled', 'manual', 'Aus Warteschlange entfernt', ?)""",
+                (incident_id, now_str, now_str, tid),
+            )
+            await db.commit()
+        except Exception as e:
+            logger.warning(f"Konnte Queue-Cancel nicht in refresh_log loggen: {e}")
+        finally:
+            await db.close()
+
     async def _mark_refresh_failed(self, incident_id: int, error: str):
         """Markiert den laufenden Refresh-Log-Eintrag als error."""
         from database import get_db
@@ -677,6 +708,7 @@ class AgentOrchestrator:
         from agents.analyzer import AnalyzerAgent
         from agents.factchecker import FactCheckerAgent
         from feeds.rss_parser import RSSParser
+        from services import pipeline_tracker as _pipe
 
         db = await get_db()
         try:
@@ -719,6 +751,47 @@ class AgentOrchestrator:
             log_id = cursor.lastrowid
             usage_acc = UsageAccumulator()
 
+            # --- Pipeline-Tracking (Analysepipeline-Visualisierung) ---
+            _pass_nr = (_pass_info or {}).get("nr", 1)
+            _step_ids: dict[str, Optional[int]] = {}
+
+            async def _pipe_start(step_key: str):
+                try:
+                    sid = await _pipe.start_step(
+                        db, self._ws_manager,
+                        refresh_log_id=log_id, incident_id=incident_id, step_key=step_key,
+                        pass_number=_pass_nr, tenant_id=tenant_id,
+                        visibility=visibility, created_by=created_by,
+                    )
+                    _step_ids[step_key] = sid
+                    return sid
+                except Exception as _e:
+                    logger.debug(f"_pipe_start({step_key}) ignoriert: {_e}")
+                    return None
+
+            async def _pipe_done(step_key: str, count_value=None, count_secondary=None):
+                try:
+                    sid = _step_ids.pop(step_key, None)
+                    await _pipe.complete_step(
+                        db, self._ws_manager, step_id=sid,
+                        refresh_log_id=log_id, incident_id=incident_id, step_key=step_key,
+                        pass_number=_pass_nr, count_value=count_value, count_secondary=count_secondary,
+                        tenant_id=tenant_id, visibility=visibility, created_by=created_by,
+                    )
+                except Exception as _e:
+                    logger.debug(f"_pipe_done({step_key}) ignoriert: {_e}")
+
+            async def _pipe_skip(step_key: str):
+                try:
+                    await _pipe.skip_step(
+                        db, self._ws_manager,
+                        refresh_log_id=log_id, incident_id=incident_id, step_key=step_key,
+                        pass_number=_pass_nr, tenant_id=tenant_id,
+                        visibility=visibility, created_by=created_by,
+                    )
+                except Exception as _e:
+                    logger.debug(f"_pipe_skip({step_key}) ignoriert: {_e}")
+
             research_status = "deep_researching" if incident_type == "research" else "researching"
             research_detail = "Hintergrundrecherche im Web läuft..." if incident_type == "research" else "RSS-Feeds und Web werden durchsucht..."
             # Multi-Pass: Detail-Text mit Durchlauf-Info versehen
@@ -741,6 +814,23 @@ class AgentOrchestrator:
             )
             existing_db_articles_full = await cursor.fetchall()
 
+            # Pipeline-Schritt 1: Quellen sichten (vorbereitet)
+            await _pipe_start("sources_review")
+            try:
+                if incident_type == "adhoc":
+                    _src_cursor = await db.execute(
+                        "SELECT COUNT(*) AS cnt FROM sources WHERE tenant_id = ? AND status = 'active'",
+                        (tenant_id,),
+                    )
+                    _src_row = await _src_cursor.fetchone()
+                    _src_total = _src_row["cnt"] if _src_row else 0
+                else:
+                    _src_total = None
+            except Exception:
+                _src_total = None
+            # secondary wird später mit der Anzahl tatsächlich liefernder Quellen ergänzt
+            await _pipe_done("sources_review", count_value=_src_total, count_secondary=None)
+
             # Schritt 1+2: RSS-Feeds und Claude-Recherche parallel ausführen
             async def _rss_pipeline():
                 """RSS-Feed-Suche (Feed-Selektion + dynamische Keywords + Parsing)."""
@@ -785,7 +875,7 @@ class AgentOrchestrator:
                 return articles, feed_usage
 
             async def _web_search_pipeline():
-                """Claude WebSearch-Recherche."""
+                """Claude WebSearch-Recherche mit Vorselektion eingetragener Web-Quellen."""
                 researcher = ResearcherAgent()
                 # Bestehende Artikel als Kontext mitgeben (Research + Adhoc)
                 existing_for_context = None
@@ -796,13 +886,34 @@ class AgentOrchestrator:
                          "source_url": row["source_url"]}
                         for row in existing_db_articles_full
                     ]
-                results, usage = await researcher.search(
+
+                # Web-Quellen vorselektieren (Haiku) — nur thematisch passende werden Claude im Prompt empfohlen
+                preferred_sources = []
+                try:
+                    from source_rules import get_feeds_with_metadata
+                    web_sources = await get_feeds_with_metadata(tenant_id=tenant_id, source_type="web_source")
+                    if web_sources:
+                        preferred_sources, web_sel_usage = await researcher.select_relevant_web_sources(
+                            title, description, web_sources,
+                        )
+                        if web_sel_usage:
+                            usage_acc.add(web_sel_usage)
+                except Exception as e:
+                    logger.warning(f"Web-Source-Vorselektion fehlgeschlagen (Pipeline laeuft weiter): {e}")
+                    preferred_sources = []
+
+                results, usage, parse_failed = await researcher.search(
                     title, description, incident_type,
                     international=international, user_id=user_id,
                     existing_articles=existing_for_context,
+                    preferred_sources=preferred_sources,
                 )
-                logger.info(f"Claude-Recherche: {len(results)} Ergebnisse")
+                logger.info(
-                return results, usage
+                    f"Claude-Recherche: {len(results)} Ergebnisse"
+                    + (f" (mit {len(preferred_sources)} Web-Quellen-Hinweis)" if preferred_sources else "")
+                    + (" (Parser fehlgeschlagen)" if parse_failed else "")
+                )
+                return results, usage, parse_failed
 
             async def _podcast_pipeline():
                 """Podcast-Episoden-Suche (nur adhoc-Lagen, nur mit vorhandenen Transkripten)."""
@@ -877,6 +988,9 @@ class AgentOrchestrator:
                 logger.info(f"Telegram-Pipeline: {len(articles)} Nachrichten")
                 return articles, None
 
+            # Pipeline-Schritt 2: Nachrichten sammeln (Start)
+            await _pipe_start("collect")
+
             # Pipelines parallel starten (RSS + WebSearch + Podcasts + optional Telegram)
             pipelines = [_rss_pipeline(), _web_search_pipeline(), _podcast_pipeline()]
             if include_telegram:
@@ -885,7 +999,7 @@ class AgentOrchestrator:
             pipeline_results = await asyncio.gather(*pipelines)
 
             (rss_articles, rss_feed_usage) = pipeline_results[0]
-            (search_results, search_usage) = pipeline_results[1]
+            (search_results, search_usage, search_parse_failed) = pipeline_results[1]
             (podcast_articles, _podcast_usage) = pipeline_results[2]
             telegram_articles = pipeline_results[3][0] if include_telegram else []
 
@@ -907,6 +1021,15 @@ class AgentOrchestrator:
 
             # Alle Ergebnisse zusammenführen
             all_results = rss_articles + search_results + telegram_articles
+            # Pipeline-Schritt 2: Nachrichten sammeln (fertig)
+            try:
+                _delivering_sources = len({a.get("source", "") for a in all_results if a.get("source")})
+            except Exception:
+                _delivering_sources = None
+            await _pipe_done("collect", count_value=len(all_results), count_secondary=_delivering_sources)
+
+            # Pipeline-Schritt 3: Doppeltes filtern (Start)
+            await _pipe_start("dedup")
 
             # Duplikate entfernen (normalisierte URL + Headline-Ähnlichkeit)
             seen_urls = set()
@@ -919,6 +1042,7 @@ class AgentOrchestrator:
             dupes_removed = len(all_results) - len(unique_results)
             if dupes_removed > 0:
                 logger.info(f"Deduplizierung: {dupes_removed} Duplikate entfernt, {len(unique_results)} verbleibend")
+            await _pipe_done("dedup", count_value=dupes_removed, count_secondary=len(unique_results))
 
             # Relevanz-Scoring und Sortierung
             for article in unique_results:
@@ -975,6 +1099,10 @@ class AgentOrchestrator:
 
                 new_candidates.append(article)
 
+            # Pipeline-Schritt 4: Relevanz bewerten (Start)
+            await _pipe_start("relevance")
+            _candidates_before_topic = len(new_candidates)
+
             # --- Semantischer Topic-Filter (Haiku) ---
             # Wirft Artikel raus, die zwar Keyword-Treffer hatten, aber das Kernthema
             # der Lage nicht inhaltlich behandeln. Bei Fehler Fallback auf alle Kandidaten.
@@ -985,6 +1113,7 @@ class AgentOrchestrator:
                 )
                 if _tf_usage:
                     usage_acc.add(_tf_usage)
+            await _pipe_done("relevance", count_value=len(new_candidates), count_secondary=_candidates_before_topic)
 
             # --- Neue (thematisch gefilterte) Artikel speichern und für Analyse tracken ---
             new_count = 0
@@ -1016,6 +1145,8 @@ class AgentOrchestrator:
 
             # Geoparsing: Orte aus neuen Artikeln extrahieren und speichern
             if new_articles_for_analysis:
+                # Pipeline-Schritt 5: Orte erkennen (Start)
+                await _pipe_start("geoparsing")
                 try:
                     from agents.geoparsing import geoparse_articles
                     incident_context = f"{title} - {description}"
@@ -1046,8 +1177,12 @@ class AgentOrchestrator:
                         )
                         await db.commit()
                         logger.info(f"Category-Labels gespeichert fuer Incident {incident_id}: {category_labels}")
+                    await _pipe_done("geoparsing", count_value=geo_count, count_secondary=len(geo_results) if geo_results else 0)
                 except Exception as e:
                     logger.warning(f"Geoparsing fehlgeschlagen (Pipeline laeuft weiter): {e}")
+                    await _pipe_done("geoparsing", count_value=0, count_secondary=0)
+            else:
+                await _pipe_skip("geoparsing")
 
             # Quellen-Statistiken aktualisieren
             if new_count > 0:
@@ -1193,6 +1328,10 @@ class AgentOrchestrator:
                             articles_for_check = [dict(row) for row in await cursor.fetchall()]
                         return await factchecker.check(title, articles_for_check, incident_type)
 
+                # Pipeline-Schritte 6+7: Lagebild verfassen + Fakten prüfen (Start, parallel)
+                await _pipe_start("summary")
+                await _pipe_start("factcheck")
+
                 # Beide Tasks PARALLEL starten
                 logger.info("Starte Analyse und Faktencheck parallel...")
                 analysis_result, factcheck_result = await asyncio.gather(
@@ -1202,6 +1341,8 @@ class AgentOrchestrator:
 
                 analysis, analysis_usage = analysis_result
                 fact_checks, fc_usage = factcheck_result
+                # Pipeline-Schritt 6: Lagebild verfassen (fertig, keine Zahl, nur Status)
+                await _pipe_done("summary", count_value=None, count_secondary=None)
 
                 # --- Analyse-Ergebnisse verarbeiten ---
                 if analysis_usage:
@@ -1294,20 +1435,64 @@ class AgentOrchestrator:
                              snap_articles, snap_fcs, log_id, now, tenant_id),
                         )
 
-                    # Übersetzungen aktualisieren (nur für gültige DB-IDs)
+                    # Translations werden vom dedizierten Translator-Agent unten
-                    for translation in analysis.get("translations", []):
+                    # erzeugt (frueher inline im Analyzer-Output, das war token-
-                        article_id = translation.get("article_id")
+                    # instabil und schaetzte regelmaessig content_de aus).
-                        if isinstance(article_id, int):
-                            await db.execute(
-                                "UPDATE articles SET headline_de = ?, content_de = ? WHERE id = ? AND incident_id = ?",
-                                (translation.get("headline_de"), translation.get("content_de"), article_id, incident_id),
-                            )
 
                     await db.commit()
 
                 # Cancel-Check nach paralleler Verarbeitung
                 self._check_cancelled(incident_id)
 
+                # --- Translator (Haiku) fuer fremdsprachige Artikel ohne DE-Texte ---
+                # Idempotent: nur Artikel ohne headline_de/content_de werden geholt.
+                # Lauft nach der Analyse (Lagebild ist schon committed) und vor QC
+                # (damit normalize_umlaut_articles auch die frischen DE-Texte fasst).
+                try:
+                    tr_cursor = await db.execute(
+                        """SELECT id, headline, content_original, language
+                           FROM articles
+                           WHERE incident_id = ?
+                             AND language IS NOT NULL AND LOWER(language) != 'de'
+                             AND (headline_de IS NULL OR headline_de = ''
+                                  OR content_de IS NULL OR content_de = '')""",
+                        (incident_id,),
+                    )
+                    pending_translations = [dict(r) for r in await tr_cursor.fetchall()]
+                    if pending_translations:
+                        logger.info(
+                            "Translator fuer Incident %d: %d Artikel ohne DE-Uebersetzung",
+                            incident_id, len(pending_translations),
+                        )
+                        from agents.translator import translate_articles
+                        from services.post_refresh_qc import normalize_german_umlauts as _norm_de2
+                        translations = await translate_articles(
+                            pending_translations,
+                            output_lang="de",
+                            usage_accumulator=usage_acc,
+                        )
+                        for t in translations:
+                            hd = t.get("headline_de")
+                            cd = t.get("content_de")
+                            if hd:
+                                hd, _ = _norm_de2(hd)
+                            if cd:
+                                cd, _ = _norm_de2(cd)
+                            if hd or cd:
+                                await db.execute(
+                                    "UPDATE articles SET headline_de = COALESCE(?, headline_de), "
+                                    "content_de = COALESCE(?, content_de) WHERE id = ? AND incident_id = ?",
+                                    (hd, cd, t["id"], incident_id),
+                                )
+                        await db.commit()
+                        logger.info(
+                            "Translator fuer Incident %d: %d/%d Artikel uebersetzt",
+                            incident_id, len(translations), len(pending_translations),
+                        )
+                except Exception as e:
+                    logger.error("Translator-Fehler fuer Incident %d: %s", incident_id, e, exc_info=True)
+                    # Refresh trotz Translator-Fehler weiterlaufen lassen
+
                 # --- Neueste Entwicklungen (nur Live-Monitoring / adhoc) ---
                 # Basis ist jetzt das frisch generierte Lagebild (autoritativ, thematisch sauber).
                 # Zeitstempel und Quellen kommen aus den jüngsten belegenden Artikeln.
@@ -1455,6 +1640,13 @@ class AgentOrchestrator:
 
                 await db.commit()
 
+                # Pipeline-Schritt 7: Fakten prüfen (fertig)
+                _new_facts_count = max(0, len(fact_checks) - len(existing_facts))
+                await _pipe_done("factcheck", count_value=_new_facts_count, count_secondary=len(fact_checks) if fact_checks else 0)
+
+                # Pipeline-Schritt 8: Qualitätscheck (Start, ohne Zahlen)
+                await _pipe_start("qc")
+
                 # Post-Refresh Quality Check: Duplikate und Karten-Kategorien pruefen
                 try:
                     from services.post_refresh_qc import run_post_refresh_qc
@@ -1466,6 +1658,12 @@ class AgentOrchestrator:
                         )
                 except Exception as qc_err:
                     logger.warning(f"Post-Refresh QC fehlgeschlagen: {qc_err}")
+                await _pipe_done("qc", count_value=None, count_secondary=None)
+
+                # Pipeline-Schritt 9: Benachrichtigen (Start)
+                await _pipe_start("notify")
+                _notify_count = 0
+
                 # Gebündelte Notification senden (nicht beim ersten Refresh)
                 if not is_first_refresh:
                     if self._ws_manager:
@@ -1522,6 +1720,32 @@ class AgentOrchestrator:
                             db, incident_id, title, visibility, created_by, tenant_id, db_notifications,
                             incident_type=incident_type,
                         )
+                        _notify_count = len(db_notifications)
+
+                # Pipeline-Schritt 9: Benachrichtigen (fertig)
+                await _pipe_done("notify", count_value=_notify_count, count_secondary=None)
+
+            # Falls Analyse-Block übersprungen wurde (kein neuer Artikel und Summary existiert),
+            # die noch offenen Pipeline-Schritte als übersprungen markieren.
+            for _skipped_key in ("summary", "factcheck", "qc", "notify"):
+                if _skipped_key in _step_ids or _skipped_key not in {"summary", "factcheck", "qc", "notify"}:
+                    pass
+            # Saubere Variante: alle noch offenen Steps am Ende skippen
+            for _open_key in list(_step_ids.keys()):
+                await _pipe_skip(_open_key)
+            # Auch Steps die nie gestartet wurden (bei übersprungenem Outer-If)
+            _started_keys = set()
+            try:
+                _check_cursor = await db.execute(
+                    "SELECT step_key FROM refresh_pipeline_steps WHERE refresh_log_id = ? AND pass_number = ?",
+                    (log_id, _pass_nr),
+                )
+                _started_keys = {row[0] for row in await _check_cursor.fetchall()}
+            except Exception:
+                pass
+            for _missing_key in ("summary", "factcheck", "qc", "notify"):
+                if _missing_key not in _started_keys:
+                    await _pipe_skip(_missing_key)
 
             # Refresh-Log abschließen (mit Token-Statistiken)
             await db.execute(
@@ -1568,6 +1792,11 @@ class AgentOrchestrator:
 
             logger.info(f"Refresh für Lage {incident_id} abgeschlossen: {new_count} neue Artikel")
 
+            # Multi-Pass-Diagnose: Pass-Ergebnis zurueck an Multi-Pass-Caller geben
+            if _pass_info is not None:
+                _pass_info["new_count"] = new_count
+                _pass_info["parse_failed"] = search_parse_failed
+
             # Executive Summary im Hintergrund vorab generieren (fuer schnelleren Export)
             if new_count > 0:
                 async def _pregenerate_exec_summary():
@@ -1622,6 +1851,7 @@ class AgentOrchestrator:
         Durchlauf 3: Konsolidierung (letzte Lücken, Fakten-Upgrade)
         """
         total = RESEARCH_MULTI_PASS_COUNT
+        pass_results = []
 
         for pass_nr in range(1, total + 1):
             # Cancel zwischen Durchläufen prüfen
@@ -1662,12 +1892,27 @@ class AgentOrchestrator:
                 if is_last:
                     raise
                 # Nicht-letzter Durchlauf: weiter mit nächstem, bisherige Ergebnisse bleiben
+            finally:
+                pass_results.append(pass_info)
 
         logger.info(
             f"Research Multi-Pass abgeschlossen für Lage {incident_id}: "
             f"{total} Durchläufe"
         )
 
+        # Diagnose: Wenn ALLE Passes 0 neue Artikel hatten UND mindestens einer
+        # an einem Parser-Fehler scheiterte, ist die Recherche faktisch fehlgeschlagen —
+        # Claude lieferte zwar Antworten, aber kein verwertbares JSON. Sonst bliebe
+        # die Lage ohne sichtbare Fehlermeldung leer (siehe staging Lage "Friedrich Merz").
+        total_new = sum(p.get("new_count", 0) for p in pass_results)
+        any_parse_failed = any(p.get("parse_failed") for p in pass_results)
+        if total_new == 0 and any_parse_failed:
+            raise RuntimeError(
+                "Recherche fehlgeschlagen: Claude lieferte keine verwertbaren Quellen "
+                "(JSON-Parsing schlug bei mindestens einem Durchlauf fehl). "
+                "Bitte Logs prüfen und Refresh erneut starten."
+            )
+
 
 # Singleton-Instanz
 orchestrator = AgentOrchestrator()

src/agents/researcher.py

@@ -7,6 +7,60 @@ from config import CLAUDE_MODEL_FAST
 
 logger = logging.getLogger("osint.researcher")
 
+
+class ResearcherParseError(Exception):
+    """Claude hat eine nicht-leere Antwort geliefert, aus der kein JSON extrahiert werden konnte."""
+
+
+def _truncate_for_log(text: str, limit: int = 600) -> str:
+    """Kürzt eine Claude-Antwort für Logs, damit ein Sample sichtbar ist."""
+    if not text:
+        return ""
+    snippet = text.strip().replace("\n", "\\n")
+    if len(snippet) > limit:
+        snippet = snippet[:limit] + "..."
+    return snippet
+
+
+def _extract_json_array(text: str):
+    """Findet das erste vollständige JSON-Array im Text (auch mit Vor-/Nachtext oder Markdown-Fence)."""
+    if not text:
+        return None
+    decoder = json.JSONDecoder()
+    idx = 0
+    while True:
+        bracket = text.find("[", idx)
+        if bracket == -1:
+            return None
+        try:
+            obj, _ = decoder.raw_decode(text, bracket)
+        except json.JSONDecodeError:
+            idx = bracket + 1
+            continue
+        if isinstance(obj, list):
+            return obj
+        idx = bracket + 1
+
+
+def _extract_json_object(text: str):
+    """Findet das erste vollständige JSON-Objekt im Text (auch mit Vor-/Nachtext oder Markdown-Fence)."""
+    if not text:
+        return None
+    decoder = json.JSONDecoder()
+    idx = 0
+    while True:
+        brace = text.find("{", idx)
+        if brace == -1:
+            return None
+        try:
+            obj, _ = decoder.raw_decode(text, brace)
+        except json.JSONDecodeError:
+            idx = brace + 1
+            continue
+        if isinstance(obj, dict):
+            return obj
+        idx = brace + 1
+
 RESEARCH_PROMPT_TEMPLATE = """Du bist ein OSINT-Recherche-Agent für ein Lagemonitoring-System.
 AUSGABESPRACHE: {output_language}
 - KEINE Gedankenstriche (— oder –) verwenden, stattdessen Kommas, Doppelpunkte oder neue Saetze.
@@ -15,7 +69,7 @@ WICHTIG: Verwende IMMER echte UTF-8-Umlaute (ä, ö, ü, ß) — NIEMALS Umschre
 AUFTRAG: Suche nach aktuellen Informationen zu folgendem Vorfall:
 Titel: {title}
 Kontext: {description}
-{existing_context}
+{existing_context}{preferred_sources_block}
 REGELN:
 - Suche nur bei seriösen Nachrichtenquellen (Nachrichtenagenturen, Qualitätszeitungen, öffentlich-rechtliche Medien, Behörden)
 - KEIN Social Media (Twitter/X, Facebook, Instagram, TikTok, Reddit)
@@ -46,7 +100,7 @@ WICHTIG: Verwende IMMER echte UTF-8-Umlaute (ä, ö, ü, ß) — NIEMALS Umschre
 AUFTRAG: Führe eine umfassende, mehrstufige Hintergrundrecherche durch zu:
 Titel: {title}
 Kontext: {description}
-{existing_context}
+{existing_context}{preferred_sources_block}
 RECHERCHE IN 4 PHASEN — Führe ALLE Phasen nacheinander durch:
 
 PHASE 1 — BREITE ERFASSUNG:
@@ -158,6 +212,24 @@ Antwort NUR als JSON-Array:
 [{{"de": "iran", "en": "iran"}}, {{"de": "israel", "en": "israel"}}, {{"de": "teheran", "en": "tehran"}}, {{"de": "luftangriff", "en": "airstrike"}}, {{"de": "trump", "en": "trump"}}]"""
 
 
+WEB_SOURCE_SELECTION_PROMPT = """Du bist ein OSINT-Analyst. Pruefe diese eingetragenen Web-Quellen und waehle nur die thematisch passenden aus.
+
+LAGE: {title}
+KONTEXT: {description}
+
+WEB-QUELLEN:
+{source_list}
+
+REGELN:
+- Waehle nur Quellen, die thematisch tatsaechlich zur Lage passen
+- Lieber leere Liste zurueckgeben als pauschal alle aufnehmen
+- Behoerden- und institutionelle Quellen sind oft hochwertig, aber nur wenn das Thema passt
+- Petitions-Plattformen z.B. nur bei Lagen zu Buergerinitiativen, Gesetzen, oeffentlichem Druck
+- Bei reinen Kriegs-/Konflikt-/Tagesnachrichten meistens leere Liste
+
+Antworte NUR mit einem JSON-Array der Quellen-Nummern, z.B. [1, 3] oder []."""
+
+
 TELEGRAM_CHANNEL_SELECTION_PROMPT = """Du bist ein OSINT-Analyst. Waehle aus dieser Liste von Telegram-Kanaelen diejenigen aus, die fuer die Lage relevant sein koennten.
 
 LAGE: {title}
@@ -211,30 +283,28 @@ class ResearcherAgent:
         try:
             result, usage = await call_claude(prompt, tools=None, model=CLAUDE_MODEL_FAST)
 
-            # Neues Format: JSON-Objekt mit "feeds" und "keywords"
             keywords = None
             indices = None
 
-            # Versuche JSON-Objekt zu parsen
+            # Neues Format: {"feeds": [...], "keywords": [...]}
-            obj_match = re.search(r'\{[^{}]*"feeds"\s*:\s*\[[\d\s,]+\][^{}]*\}', result, re.DOTALL)
+            obj = _extract_json_object(result)
-            if obj_match:
+            if isinstance(obj, dict) and isinstance(obj.get("feeds"), list):
-                try:
+                indices = obj["feeds"]
-                    obj = json.loads(obj_match.group())
-                    indices = obj.get("feeds", [])
                 raw_keywords = obj.get("keywords", [])
                 if isinstance(raw_keywords, list) and raw_keywords:
                     keywords = [str(k).lower().strip() for k in raw_keywords if k]
                     logger.info(f"Feed-Selektion Keywords: {keywords}")
-                except (json.JSONDecodeError, ValueError):
-                    pass
 
-            # Fallback: altes Array-Format
+            # Fallback: nacktes Array
             if indices is None:
-                arr_match = re.search(r'\[[\d\s,]+\]', result)
+                arr = _extract_json_array(result)
-                if not arr_match:
+                if not isinstance(arr, list):
-                    logger.warning("Feed-Selektion: Kein JSON in Antwort, nutze alle Feeds")
+                    logger.warning(
+                        "Feed-Selektion: Kein JSON in Antwort, nutze alle Feeds. Sample: %s",
+                        _truncate_for_log(result),
+                    )
                     return feeds_metadata, None, usage
-                indices = json.loads(arr_match.group())
+                indices = arr
 
             selected = []
             for idx in indices:
@@ -275,19 +345,12 @@ class ResearcherAgent:
         try:
             result, usage = await call_claude(prompt, tools=None, model=CLAUDE_MODEL_FAST)
 
-            parsed = None
+            parsed = _extract_json_array(result)
-            try:
+            if not isinstance(parsed, list):
-                parsed = json.loads(result)
+                logger.warning(
-            except json.JSONDecodeError:
+                    "Keyword-Extraktion: Kein gueltiges JSON erhalten. Sample: %s",
-                match = re.search(r'\[.*\]', result, re.DOTALL)
+                    _truncate_for_log(result),
-                if match:
+                )
-                    try:
-                        parsed = json.loads(match.group())
-                    except json.JSONDecodeError:
-                        pass
-
-            if not parsed or not isinstance(parsed, list):
-                logger.warning("Keyword-Extraktion: Kein gueltiges JSON erhalten")
                 return None, usage
 
             # Flache Liste: alle DE + EN Begriffe
@@ -310,9 +373,35 @@ class ResearcherAgent:
             logger.warning(f"Keyword-Extraktion fehlgeschlagen: {e}")
             return None, None
 
-    async def search(self, title: str, description: str = "", incident_type: str = "adhoc", international: bool = True, user_id: int = None, existing_articles: list[dict] = None) -> tuple[list[dict], ClaudeUsage | None]:
+    async def search(self, title: str, description: str = "", incident_type: str = "adhoc", international: bool = True, user_id: int = None, existing_articles: list[dict] = None, preferred_sources: list[dict] = None) -> tuple[list[dict], ClaudeUsage | None, bool]:
-        """Sucht nach Informationen zu einem Vorfall."""
+        """Sucht nach Informationen zu einem Vorfall.
+
+        Returns:
+            (artikel, usage, parse_failed) — parse_failed ist True, wenn Claude geantwortet hat,
+            das JSON aber nicht extrahierbar war. So kann der Orchestrator zwischen
+            "echt keine Treffer" und "kaputte Antwort" unterscheiden.
+        """
         from config import OUTPUT_LANGUAGE
+
+        # Bevorzugte Web-Quellen als Prompt-Block (optional)
+        preferred_sources_block = ""
+        if preferred_sources:
+            ps_lines = []
+            for s in preferred_sources:
+                domain = s.get("domain", "")
+                name = s.get("name", domain) or domain
+                if not domain:
+                    continue
+                ps_lines.append(f"- {domain} ({name})")
+            if ps_lines:
+                preferred_sources_block = (
+                    "\nEINGETRAGENE WEB-QUELLEN (vom Betreiber als seriös markiert):\n"
+                    + "\n".join(ps_lines) + "\n"
+                    "EMPFEHLUNG: Wenn diese Domains thematisch zur Lage passen, suche dort gezielt "
+                    "mit \"site:domain [Suchbegriff]\". Sie sind vertrauenswuerdig eingetragen, ersetzen "
+                    "aber nicht deine sonstige Recherche.\n"
+                )
+
         if incident_type == "research":
             lang_instruction = LANG_DEEP_INTERNATIONAL if international else LANG_DEEP_GERMAN_ONLY
             # Bestehende Artikel als Kontext für den Prompt aufbereiten
@@ -332,6 +421,7 @@ class ResearcherAgent:
             prompt = DEEP_RESEARCH_PROMPT_TEMPLATE.format(
                 title=title, description=description, language_instruction=lang_instruction,
                 output_language=OUTPUT_LANGUAGE, existing_context=existing_context,
+                preferred_sources_block=preferred_sources_block,
             )
         else:
             lang_instruction = LANG_INTERNATIONAL if international else LANG_GERMAN_ONLY
@@ -350,11 +440,18 @@ class ResearcherAgent:
             prompt = RESEARCH_PROMPT_TEMPLATE.format(
                 title=title, description=description, language_instruction=lang_instruction,
                 output_language=OUTPUT_LANGUAGE, existing_context=existing_context,
+                preferred_sources_block=preferred_sources_block,
             )
 
         try:
             result, usage = await call_claude(prompt)
+            try:
                 articles = self._parse_response(result)
+            except ResearcherParseError as parse_err:
+                # Claude hat geantwortet, aber kein verwertbares JSON dabei.
+                # Usage trotzdem zurueckgeben, damit Credits korrekt verbucht werden.
+                logger.warning("Claude-Recherche: %s", parse_err)
+                return [], usage, True
 
             # Ausgeschlossene Quellen dynamisch aus DB laden
             excluded_sources = await self._get_excluded_sources(user_id=user_id)
@@ -376,13 +473,13 @@ class ResearcherAgent:
                     filtered.append(article)
 
             logger.info(f"Recherche ergab {len(filtered)} Artikel (von {len(articles)} gefundenen, international={international})")
-            return filtered, usage
+            return filtered, usage, False
 
         except TimeoutError:
             raise  # Timeout nach oben durchreichen fuer Retry im Orchestrator
         except Exception as e:
             logger.error(f"Recherche-Fehler: {e}")
-            return [], None
+            return [], None, False
 
     async def _get_excluded_sources(self, user_id: int = None) -> list[str]:
         """Laedt ausgeschlossene Quellen (global + per-User)."""
@@ -405,56 +502,118 @@ class ResearcherAgent:
             return list(EXCLUDED_SOURCES)
 
     def _parse_response(self, response: str) -> list[dict]:
-        """Parst die Claude-Antwort als JSON-Array."""
+        """Parst die Claude-Antwort als JSON-Array.
-        # Versuche JSON direkt zu parsen
+
+        Wirft ResearcherParseError, wenn die Antwort nicht-leer ist, sich aber
+        kein JSON extrahieren laesst. Eine echte leere Liste (z.B. wenn Claude
+        wirklich keine Treffer hat) wird als [] zurueckgegeben.
+        """
+        text = (response or "").strip()
+        if not text:
+            return []
+
+        # 1) Direkt parsen (Antwort ist bereits sauberes JSON)
         try:
-            data = json.loads(response)
+            data = json.loads(text)
             if isinstance(data, list):
                 return data
-            if isinstance(data, dict) and "articles" in data:
+            if isinstance(data, dict) and isinstance(data.get("articles"), list):
                 return data["articles"]
         except json.JSONDecodeError:
             pass
 
-        # JSON-Code-Block extrahieren
+        # 2) JSON-Array irgendwo im Text (Markdown-Fence oder Vor-/Nachtext)
-        code_pat = r'`{3}(?:json)?\s*\n?(\[.*?\])\s*`{3}'
+        arr = _extract_json_array(text)
-        code_match = re.search(code_pat, response, re.DOTALL)
+        if isinstance(arr, list):
-        if code_match:
+            return arr
-            try:
-                data = json.loads(code_match.group(1))
-                if isinstance(data, list):
-                    return data
-            except json.JSONDecodeError:
-                pass
 
-        # Versuche JSON aus der Antwort zu extrahieren (zwischen [ und ])
+        # 3) JSON-Objekt mit "articles"-Key
-        arr_pat = r'\[\s*\{.*\}\s*\]'
+        obj = _extract_json_object(text)
-        match = re.search(arr_pat, response, re.DOTALL)
+        if isinstance(obj, dict) and isinstance(obj.get("articles"), list):
-        if match:
+            return obj["articles"]
-            try:
-                data = json.loads(match.group())
-                if isinstance(data, list):
-                    return data
-            except json.JSONDecodeError:
-                pass
 
-        # Letzter Versuch: einzelne JSON-Objekte mit headline
+        # 4) Recovery: einzelne Headline-Objekte aus Fliesstext
-        objects = re.findall(r'\{[^{}]*"headline"[^{}]*\}', response)
+        recovered = []
-        if objects:
+        for obj_str in re.findall(r'\{[^{}]*"headline"[^{}]*\}', text, re.DOTALL):
-            results = []
-            for obj_str in objects:
             try:
-                    obj = json.loads(obj_str)
+                parsed = json.loads(obj_str)
-                    if "headline" in obj:
-                        results.append(obj)
             except json.JSONDecodeError:
                 continue
-            if results:
+            if isinstance(parsed, dict) and "headline" in parsed:
-                logger.info(f"JSON-Recovery: {len(results)} Artikel aus Einzelobjekten extrahiert")
+                recovered.append(parsed)
-                return results
+        if recovered:
+            logger.info("JSON-Recovery: %d Artikel aus Einzelobjekten extrahiert", len(recovered))
+            return recovered
 
-        logger.warning(f"Konnte Claude-Antwort nicht als JSON parsen (Laenge: {len(response)})")
+        # Parse fehlgeschlagen — Claude hat geantwortet, aber kein verwertbares JSON dabei.
-        return []
+        # Sample loggen, damit der Fehler debuggbar ist, und Aufrufer signalisieren.
+        logger.warning(
+            "Konnte Claude-Antwort nicht als JSON parsen (Laenge: %d). Sample: %s",
+            len(text),
+            _truncate_for_log(text),
+        )
+        raise ResearcherParseError(f"Claude-Antwort enthielt kein verwertbares JSON (Laenge: {len(text)})")
+
+    async def select_relevant_web_sources(
+        self,
+        title: str,
+        description: str,
+        web_sources: list[dict],
+    ) -> tuple[list[dict], ClaudeUsage | None]:
+        """Laesst Claude die thematisch passenden Web-Quellen auswaehlen (Haiku).
+
+        Returns:
+            (ausgewaehlte Quellen, usage). Bei Fehler: ([], None).
+            Leere Auswahl ist explizit erlaubt — keine Quelle wird zwangsweise aufgenommen.
+        """
+        if not web_sources:
+            return [], None
+
+        # Bei sehr wenigen Quellen lohnt der Selektions-Call kaum — alle weiterreichen.
+        if len(web_sources) <= 3:
+            logger.info("Web-Source-Selektion: Nur %d Quellen, alle uebernehmen", len(web_sources))
+            return list(web_sources), None
+
+        lines = []
+        for i, src in enumerate(web_sources, 1):
+            cat = src.get("category", "sonstige")
+            notes = (src.get("notes") or "")[:80]
+            domain = src.get("domain", "")
+            line = f"{i}. {src.get('name', domain)} ({domain}) [{cat}]"
+            if notes:
+                line += f" - {notes}"
+            lines.append(line)
+
+        prompt = WEB_SOURCE_SELECTION_PROMPT.format(
+            title=title,
+            description=description or "Keine weitere Beschreibung",
+            source_list="\n".join(lines),
+        )
+
+        try:
+            result, usage = await call_claude(prompt, tools=None, model=CLAUDE_MODEL_FAST)
+            indices = _extract_json_array(result)
+            if not isinstance(indices, list):
+                logger.warning(
+                    "Web-Source-Selektion: Kein JSON in Antwort, ignoriere Quellen. Sample: %s",
+                    _truncate_for_log(result),
+                )
+                return [], usage
+
+            selected = []
+            for idx in indices:
+                if isinstance(idx, int) and 1 <= idx <= len(web_sources):
+                    selected.append(web_sources[idx - 1])
+
+            logger.info(
+                "Web-Source-Selektion: %d von %d ausgewaehlt%s",
+                len(selected), len(web_sources),
+                f" ({', '.join(s.get('domain', '') for s in selected)})" if selected else "",
+            )
+            return selected, usage
+        except Exception as e:
+            logger.warning("Web-Source-Selektion fehlgeschlagen (%s)", e)
+            return [], None
 
     async def select_relevant_telegram_channels(
         self,
@@ -488,12 +647,14 @@ class ResearcherAgent:
         try:
             result, usage = await call_claude(prompt, tools=None, model=CLAUDE_MODEL_FAST)
 
-            arr_match = re.search(r'\[[\d\s,]+\]', result)
+            indices = _extract_json_array(result)
-            if not arr_match:
+            if not isinstance(indices, list):
-                logger.warning("Telegram-Selektion: Kein JSON in Antwort, nutze alle Kanaele")
+                logger.warning(
+                    "Telegram-Selektion: Kein JSON in Antwort, nutze alle Kanaele. Sample: %s",
+                    _truncate_for_log(result),
+                )
                 return channels_metadata, usage
 
-            indices = json.loads(arr_match.group())
             selected = []
             for idx in indices:
                 if isinstance(idx, int) and 1 <= idx <= len(channels_metadata):

src/agents/translator.py

@@ -0,0 +1,254 @@
+"""Translator-Agent: uebersetzt fremdsprachige Artikel ins Deutsche.
+
+Eigener Agent (separat vom Analyzer), damit Token-Limits nicht zwischen
+Lagebild und Uebersetzung konkurrieren. Nutzt CLAUDE_MODEL_FAST (Haiku) in
+Batches.
+
+Aufgerufen vom Orchestrator nach analyzer.analyze() und vor post_refresh_qc.
+Backfill-Skript nutzt dieselbe Funktion fuer rueckwirkendes Auffuellen.
+"""
+import json
+import logging
+import re
+
+from agents.claude_client import call_claude, ClaudeUsage, UsageAccumulator
+from config import CLAUDE_MODEL_FAST, TRANSLATOR_ENABLED
+
+logger = logging.getLogger("osint.translator")
+
+# Pro Batch nicht mehr als so viele Artikel an Claude geben.
+# Bei Haiku ist das Output-Limit ca. 8k Tokens. Pro Artikel kommen leicht
+# 400-600 Tokens raus (headline_de + content_de bis 1000 Zeichen). Bei 15
+# wurde regelmaessig getrunkt (mid-JSON broken). 5 ist sicher mit Reserve.
+DEFAULT_BATCH_SIZE = 5
+
+# content_original wird ohnehin auf 1000 Zeichen gecappt (rss_parser).
+# Fuer den Translator nochmal verkuerzen, falls vorhanden mehr.
+CONTENT_INPUT_MAX = 1200
+
+# content_de soll wie content_original auf 1000 Zeichen begrenzt sein.
+CONTENT_OUTPUT_MAX = 1000
+
+
+def _extract_complete_objects(text: str) -> list[dict]:
+    """Extrahiert vollstaendige JSON-Objekte aus moeglicherweise abgeschnittenem Text.
+
+    Klammer-Counter-Ansatz: jedes balancierte {...} wird probiert.
+    """
+    results = []
+    depth = 0
+    start = -1
+    in_string = False
+    escape = False
+    for i, ch in enumerate(text):
+        if escape:
+            escape = False
+            continue
+        if ch == "\\":
+            escape = True
+            continue
+        if ch == '"' and not escape:
+            in_string = not in_string
+            continue
+        if in_string:
+            continue
+        if ch == "{":
+            if depth == 0:
+                start = i
+            depth += 1
+        elif ch == "}":
+            depth -= 1
+            if depth == 0 and start >= 0:
+                obj_text = text[start:i + 1]
+                try:
+                    obj = json.loads(obj_text)
+                    if isinstance(obj, dict):
+                        results.append(obj)
+                except json.JSONDecodeError:
+                    pass
+                start = -1
+    return results
+
+
+def _build_prompt(articles: list[dict], output_lang: str = "de") -> str:
+    """Bauen den Translation-Prompt fuer eine Batch."""
+    lang_label = {"de": "Deutsch", "en": "Englisch"}.get(output_lang, output_lang)
+
+    items = []
+    for a in articles:
+        items.append({
+            "id": a["id"],
+            "headline": a.get("headline", "") or "",
+            "content": (a.get("content_original") or "")[:CONTENT_INPUT_MAX],
+            "source_lang": a.get("language", "en"),
+        })
+
+    return f"""Du bist ein praeziser Uebersetzer fuer Nachrichten-Artikel.
+Uebersetze die folgenden Artikel nach {lang_label}.
+
+WICHTIG:
+- Verwende IMMER echte UTF-8-Umlaute (ä, ö, ü, ß) - NIEMALS Umschreibungen wie ae, oe, ue, ss.
+  Beispiele: "Gespraeche" -> "Gespräche", "Fuehrer" -> "Führer", "grosse" -> "große".
+- Behalte Eigennamen (Personen, Orte, Organisationen) im Original.
+- Headline kurz und buendig wie im Original.
+- Content auf MAX {CONTENT_OUTPUT_MAX} Zeichen kuerzen, kein HTML, kein Markdown.
+- Wenn der Artikel schon auf {lang_label} ist (z.B. source_lang="{output_lang}"),
+  kopiere headline und content unveraendert.
+
+Antworte AUSSCHLIESSLICH mit einem flachen JSON-Array (kein Wrapper-Objekt!).
+Format genau so:
+[
+  {{"id": 1, "headline_de": "Titel auf Deutsch", "content_de": "Inhalt auf Deutsch"}},
+  {{"id": 2, "headline_de": "...", "content_de": "..."}}
+]
+
+NICHT erlaubt: {{"translations": [...]}} oder {{"items": [...]}} oder Markdown-Codefences.
+Nur das Array, ohne Einleitung, ohne Erklaerung.
+
+ARTIKEL:
+{json.dumps(items, ensure_ascii=False, indent=2)}
+"""
+
+
+def _parse_response(text: str) -> list[dict]:
+    """Robustes JSON-Array-Parsing.
+
+    Handhabt:
+    - reines JSON
+    - JSON in Markdown-Codefence ```json ... ```
+    - abgeschnittene Antworten (extrahiert vollstaendige Top-Level-Objekte)
+    """
+    text = text.strip()
+    # Markdown-Codefence entfernen
+    if text.startswith("```"):
+        text = re.sub(r"^```(?:json)?\s*", "", text)
+        text = re.sub(r"\s*```\s*$", "", text)
+        text = text.strip()
+
+    try:
+        data = json.loads(text)
+    except json.JSONDecodeError:
+        # Erst Array versuchen
+        match = re.search(r"\[.*\]", text, re.DOTALL)
+        if match:
+            try:
+                data = json.loads(match.group(0))
+            except json.JSONDecodeError:
+                # Truncate-Fallback: einzelne Top-Level-Objekte extrahieren
+                data = _extract_complete_objects(text)
+        else:
+            data = _extract_complete_objects(text)
+
+    # Claude wraps das Array gelegentlich in {"translations": [...]} oder {"items": [...]}
+    if isinstance(data, dict):
+        for key in ("translations", "items", "results", "data"):
+            if isinstance(data.get(key), list):
+                data = data[key]
+                break
+        else:
+            # Einzelnes Objekt? Dann als Liste mit einem Element behandeln
+            if "id" in data:
+                data = [data]
+            else:
+                raise ValueError(f"Translator-Antwort: Dict ohne erwarteten Array-Key (keys={list(data.keys())[:5]})")
+
+    if not isinstance(data, list):
+        raise ValueError(f"Translator-Antwort ist kein Array: {type(data).__name__}")
+
+    cleaned = []
+    for item in data:
+        if not isinstance(item, dict):
+            continue
+        aid = item.get("id")
+        if not isinstance(aid, int):
+            try:
+                aid = int(aid)
+            except (TypeError, ValueError):
+                continue
+        cleaned.append({
+            "id": aid,
+            "headline_de": (item.get("headline_de") or "").strip() or None,
+            "content_de": (item.get("content_de") or "").strip() or None,
+        })
+    return cleaned
+
+
+async def translate_articles_batch(
+    articles: list[dict],
+    output_lang: str = "de",
+) -> tuple[list[dict], ClaudeUsage]:
+    """Uebersetzt eine Batch von Artikeln.
+
+    Erwartet articles als Liste von Dicts mit den Feldern id, headline,
+    content_original, language.
+
+    Rueckgabe: (uebersetzte_artikel, usage)
+    Wenn der Call fehlschlaegt, wird ([], leere_usage) zurueckgegeben - der
+    Caller kann entscheiden, ob retry oder skip.
+    """
+    if not articles:
+        return [], ClaudeUsage()
+
+    prompt = _build_prompt(articles, output_lang)
+
+    try:
+        result_text, usage = await call_claude(prompt, tools=None, model=CLAUDE_MODEL_FAST)
+    except Exception as e:
+        logger.error(f"Translator Claude-Call fehlgeschlagen: {e}")
+        return [], ClaudeUsage()
+
+    try:
+        translations = _parse_response(result_text)
+    except Exception as e:
+        logger.error(f"Translator JSON-Parsing fehlgeschlagen: {e}; raw: {result_text[:300]!r}")
+        return [], usage
+
+    # Validierung: nur Translations zurueckgeben, deren id wirklich
+    # in der angefragten Batch war
+    requested_ids = {a["id"] for a in articles}
+    valid = [t for t in translations if t["id"] in requested_ids]
+    if len(valid) != len(translations):
+        logger.warning(
+            "Translator: %d von %d Translations referenzieren unbekannte IDs",
+            len(translations) - len(valid), len(translations),
+        )
+    return valid, usage
+
+
+async def translate_articles(
+    articles: list[dict],
+    output_lang: str = "de",
+    batch_size: int = DEFAULT_BATCH_SIZE,
+    usage_accumulator: UsageAccumulator | None = None,
+) -> list[dict]:
+    """Uebersetzt eine beliebige Anzahl Artikel in Batches.
+
+    Bringt die Batches durch Logik in `translate_articles_batch` und gibt
+    EINE flache Liste der Translations zurueck. Wenn ein Batch fehlschlaegt,
+    wird er uebersprungen (anderer Batches laufen weiter).
+    """
+    if not articles:
+        return []
+
+    if not TRANSLATOR_ENABLED:
+        logger.info(
+            "Translator deaktiviert (TRANSLATOR_ENABLED=false), %d Artikel uebersprungen",
+            len(articles),
+        )
+        return []
+
+    all_translations = []
+    for i in range(0, len(articles), batch_size):
+        batch = articles[i : i + batch_size]
+        translations, usage = await translate_articles_batch(batch, output_lang)
+        if usage_accumulator is not None:
+            usage_accumulator.add(usage)
+        all_translations.extend(translations)
+        logger.info(
+            "Translator-Batch %d/%d: %d/%d uebersetzt (cost=$%.4f)",
+            (i // batch_size) + 1,
+            (len(articles) + batch_size - 1) // batch_size,
+            len(translations), len(batch),
+            usage.cost_usd,
+        )
+    return all_translations

src/config.py

@@ -41,6 +41,10 @@ OUTPUT_LANGUAGE = "Deutsch"
 # In Kundenversion auf False setzen oder Env-Variable entfernen
 DEV_MODE = os.environ.get("DEV_MODE", "true").lower() == "true"
 
+# Feature-Flag: Translator-Agent (Haiku) komplett deaktivieren.
+# False = keine Uebersetzungen mehr, fremdsprachige Artikel bleiben unuebersetzt.
+TRANSLATOR_ENABLED = os.environ.get("TRANSLATOR_ENABLED", "true").lower() == "true"
+
 # RSS-Feeds (Fallback, primär aus DB geladen)
 RSS_FEEDS = {
     "deutsch": [

src/database.py

@@ -117,6 +117,22 @@ CREATE TABLE IF NOT EXISTS refresh_log (
     tenant_id INTEGER REFERENCES organizations(id)
 );
 
+CREATE TABLE IF NOT EXISTS refresh_pipeline_steps (
+    id INTEGER PRIMARY KEY AUTOINCREMENT,
+    refresh_log_id INTEGER REFERENCES refresh_log(id) ON DELETE CASCADE,
+    incident_id INTEGER REFERENCES incidents(id) ON DELETE CASCADE,
+    step_key TEXT NOT NULL,
+    pass_number INTEGER DEFAULT 1,
+    started_at TIMESTAMP,
+    completed_at TIMESTAMP,
+    status TEXT DEFAULT 'pending',
+    count_value INTEGER,
+    count_secondary INTEGER,
+    tenant_id INTEGER REFERENCES organizations(id)
+);
+CREATE INDEX IF NOT EXISTS idx_pipeline_steps_incident ON refresh_pipeline_steps(incident_id, started_at DESC);
+CREATE INDEX IF NOT EXISTS idx_pipeline_steps_log ON refresh_pipeline_steps(refresh_log_id);
+
 CREATE TABLE IF NOT EXISTS incident_snapshots (
     id INTEGER PRIMARY KEY AUTOINCREMENT,
     incident_id INTEGER REFERENCES incidents(id) ON DELETE CASCADE,
@@ -418,6 +434,29 @@ async def init_db():
             await db.execute("ALTER TABLE refresh_log ADD COLUMN tenant_id INTEGER REFERENCES organizations(id)")
             await db.commit()
 
+        # Migration: refresh_pipeline_steps-Tabelle (Analysepipeline-Visualisierung)
+        cursor = await db.execute("SELECT name FROM sqlite_master WHERE type='table' AND name='refresh_pipeline_steps'")
+        if not await cursor.fetchone():
+            await db.executescript("""
+                CREATE TABLE refresh_pipeline_steps (
+                    id INTEGER PRIMARY KEY AUTOINCREMENT,
+                    refresh_log_id INTEGER REFERENCES refresh_log(id) ON DELETE CASCADE,
+                    incident_id INTEGER REFERENCES incidents(id) ON DELETE CASCADE,
+                    step_key TEXT NOT NULL,
+                    pass_number INTEGER DEFAULT 1,
+                    started_at TIMESTAMP,
+                    completed_at TIMESTAMP,
+                    status TEXT DEFAULT 'pending',
+                    count_value INTEGER,
+                    count_secondary INTEGER,
+                    tenant_id INTEGER REFERENCES organizations(id)
+                );
+                CREATE INDEX IF NOT EXISTS idx_pipeline_steps_incident ON refresh_pipeline_steps(incident_id, started_at DESC);
+                CREATE INDEX IF NOT EXISTS idx_pipeline_steps_log ON refresh_pipeline_steps(refresh_log_id);
+            """)
+            await db.commit()
+            logger.info("Migration: refresh_pipeline_steps-Tabelle erstellt")
+
         # Migration: notifications-Tabelle (fuer bestehende DBs)
         cursor = await db.execute("SELECT name FROM sqlite_master WHERE type='table' AND name='notifications'")
         if not await cursor.fetchone():

src/feeds/rss_parser.py

@@ -6,6 +6,8 @@ import httpx
 from datetime import datetime, timezone
 from config import TIMEZONE, MAX_ARTICLES_PER_DOMAIN_RSS
 from source_rules import _extract_domain
+from feeds.transcript_extractors._common import html_to_text
+from services.post_refresh_qc import normalize_german_umlauts
 
 logger = logging.getLogger("osint.rss")
 
@@ -152,10 +154,26 @@ class RSSParser:
 
             for entry in feed.entries[:50]:
                 title = entry.get("title", "")
-                summary = entry.get("summary", "")
+                # RSS-summary ist bei vielen Quellen HTML (Guardian, AP, SZ, ...).
+                # Vor weiterer Verwendung strippen, sonst landet HTML in DB
+                # und KI-Agenten und Sprach-Heuristik werden gestoert.
+                summary_raw = entry.get("summary", "")
+                summary = html_to_text(summary_raw) if summary_raw else ""
+                # ASCII-Umlaut-Normalisierung (z.B. dpa-AFX schreibt "Gespraeche").
+                # Dictionary-basiert, sicher gegen englische Woerter wie "Boeing".
+                title, _ = normalize_german_umlauts(title)
+                summary, _ = normalize_german_umlauts(summary)
                 text = f"{title} {summary}".lower()
 
-                # Flexibles Keyword-Matching: mindestens die Hälfte der Suchworte muss vorkommen (aufgerundet)
+                # Adaptive Match-Schwelle:
+                # - Bei mindestens einem spezifischen Keyword (>=7 Zeichen) im Text reicht 1 Treffer.
+                #   Verhindert, dass Headlines mit nur einem starken Keyword wie "buckelwal"
+                #   rausfallen, wenn die Lage thematisch eng ist (Bug 1, vom User dokumentiert).
+                # - Sonst: alte Heuristik (mindestens halb der Wörter, max. 2).
+                specific_in_text = any(w in text for w in search_words if len(w) >= 7)
+                if specific_in_text:
+                    min_matches = 1
+                else:
                     min_matches = min(2, max(1, (len(search_words) + 1) // 2))
                 match_count = sum(1 for word in search_words if word in text)
 

src/main.py

@@ -124,7 +124,7 @@ async def check_auto_refresh():
 
             # Letzten abgeschlossenen oder laufenden Refresh pruefen
             cursor = await db.execute(
-                "SELECT started_at, status FROM refresh_log WHERE incident_id = ? AND status IN ('completed', 'running') ORDER BY id DESC LIMIT 1",
+                "SELECT started_at, status FROM refresh_log WHERE incident_id = ? AND status IN ('completed', 'running', 'cancelled', 'error') ORDER BY id DESC LIMIT 1",
                 (incident_id,),
             )
             last_refresh = await cursor.fetchone()

src/middleware/license_check.py

@@ -40,12 +40,25 @@ async def require_writable_license(
 ) -> dict:
     """Dependency die sicherstellt, dass die Lizenz Schreibzugriff erlaubt.
 
-    Blockiert neue Lagen/Refreshes bei abgelaufener Lizenz (Nur-Lesen-Modus).
+    Blockiert neue Lagen/Refreshes bei abgelaufener Lizenz, deaktivierter Org
+    oder aufgebrauchtem Token-Budget (Hard-Stop).
     """
     lic = current_user.get("license", {})
     if lic.get("read_only"):
+        reason = lic.get("read_only_reason") or "expired"
+        if reason == "budget_exceeded":
+            detail = "Token-Budget aufgebraucht. Für Aufstockung oder Upgrade bitte info@aegis-sight.de kontaktieren."
+        elif reason == "expired":
+            detail = "Lizenz abgelaufen. Nur Lesezugriff moeglich."
+        elif reason == "no_license":
+            detail = "Keine aktive Lizenz. Bitte Verwaltung kontaktieren."
+        elif reason == "org_disabled":
+            detail = "Organisation deaktiviert. Bitte Support kontaktieren."
+        else:
+            detail = lic.get("message") or "Nur Lesezugriff moeglich."
         raise HTTPException(
             status_code=status.HTTP_403_FORBIDDEN,
-            detail="Lizenz abgelaufen oder widerrufen. Nur Lesezugriff moeglich.",
+            detail=detail,
+            headers={"X-License-Status": reason},
         )
     return current_user

src/models.py

@@ -37,6 +37,8 @@ class UserMeResponse(BaseModel):
     license_status: str = "unknown"
     license_type: str = ""
     read_only: bool = False
+    read_only_reason: Optional[str] = None
+    unlimited_budget: bool = False
     credits_total: Optional[int] = None
     credits_remaining: Optional[int] = None
     credits_percent_used: Optional[float] = None

src/report_generator.py

@@ -26,10 +26,15 @@ LOGO_PATH = Path(__file__).parent / "static" / "favicon.svg"
 
 
 FC_STATUS_LABELS = {
+    # 1:1 vom Monitor-Frontend (components.js) — konsistent zum UI.
     "confirmed":    "Bestätigt",
     "unconfirmed":  "Unbestätigt",
+    "contradicted": "Widerlegt",
+    "developing":   "Unklar",
+    "established":  "Gesichert",
     "disputed":     "Umstritten",
-    "false": "Falsch",
+    "unverified":   "Ungeprüft",
+    "false":        "Falsch",  # Legacy-Fallback
 }
 
 
@@ -709,7 +714,7 @@ async def generate_pdf(
         ),
         lagebild_timestamp=(incident.get("updated_at") or "")[:16].replace("T", " "),
         sources=_prepare_sources(incident)[:30] if scope == "report" else _prepare_sources(incident),
-        fact_checks=_prepare_fact_checks(fact_checks[:20] if scope == "report" else fact_checks),
+        fact_checks=_prepare_fact_checks(fact_checks),
         source_stats=_prepare_source_stats(articles)[:20] if scope == "report" else _prepare_source_stats(articles),
         timeline=_prepare_timeline(articles) if scope == "full" else [],
         articles=articles if scope == "full" else [],

src/routers/auth.py

@@ -1,7 +1,13 @@
 """Auth-Router: Magic-Link-Login und Nutzerverwaltung."""
 import logging
+import os
 from datetime import datetime, timedelta
 from fastapi import APIRouter, Depends, HTTPException, Request, status
+
+
+def _staging_mode() -> bool:
+    """STAGING_MODE Env-Flag (vgl. services.license_service)."""
+    return os.environ.get("STAGING_MODE", "").lower() in ("1", "true", "yes")
 from models import (
     MagicLinkRequest,
     MagicLinkResponse,
@@ -187,10 +193,11 @@ async def get_me(
         from services.license_service import check_license
         license_info = await check_license(db, current_user["tenant_id"])
 
-    # Credits-Daten laden
+    # Credits-Daten laden (echte Prozente, nicht gekappt)
     credits_total = None
     credits_remaining = None
     credits_percent_used = None
+    unlimited_budget = bool(license_info.get("unlimited_budget", False))
     if current_user.get("tenant_id"):
         lic_cursor = await db.execute(
             "SELECT credits_total, credits_used, cost_per_credit FROM licenses WHERE organization_id = ? AND status = 'active' ORDER BY id DESC LIMIT 1",
@@ -200,7 +207,12 @@ async def get_me(
             credits_total = lic_row["credits_total"]
             credits_used = lic_row["credits_used"] or 0
             credits_remaining = max(0, int(credits_total - credits_used))
-            credits_percent_used = round(min(100, (credits_used / credits_total) * 100), 1) if credits_total > 0 else 0
+            credits_percent_used = round((credits_used / credits_total) * 100, 1) if credits_total > 0 else 0
+
+    # STAGING_MODE: Org-Switcher im Frontend deaktivieren
+    is_global_admin_response = current_user.get("is_global_admin", False)
+    if _staging_mode():
+        is_global_admin_response = False
 
     return UserMeResponse(
         id=current_user["id"],
@@ -216,7 +228,9 @@ async def get_me(
         license_status=license_info.get("status", "unknown"),
         license_type=license_info.get("license_type", ""),
         read_only=license_info.get("read_only", False),
-        is_global_admin=current_user.get("is_global_admin", False),
+        read_only_reason=license_info.get("read_only_reason"),
+        unlimited_budget=unlimited_budget,
+        is_global_admin=is_global_admin_response,
     )
 
 

src/routers/incidents.py

@@ -613,6 +613,98 @@ async def get_factchecks(
     return [dict(row) for row in rows]
 
 
+@router.get("/{incident_id}/pipeline")
+async def get_pipeline(
+    incident_id: int,
+    current_user: dict = Depends(get_current_user),
+    db: aiosqlite.Connection = Depends(db_dependency),
+):
+    """Analysepipeline-Status der Lage: Definition aller Schritte + Stand des
+    letzten (oder gerade laufenden) Refreshs.
+
+    Antwort:
+        {
+          "is_research": bool,
+          "is_running": bool,
+          "last_refresh": {started_at, completed_at, duration_sec, status, pass_total} | null,
+          "steps_definition": [{key, label, icon, tooltip}, ...],
+          "steps": [{step_key, status, count_value, count_secondary, pass_number}, ...]
+        }
+    """
+    from services.pipeline_tracker import PIPELINE_STEPS
+
+    tenant_id = current_user.get("tenant_id")
+    incident_row = await _check_incident_access(db, incident_id, current_user["id"], tenant_id)
+    is_research = (incident_row["type"] or "adhoc") == "research"
+
+    # Jüngsten Refresh-Log wählen: bevorzugt running, sonst der letzte completed
+    cursor = await db.execute(
+        """SELECT id, started_at, completed_at, status, retry_count
+           FROM refresh_log
+           WHERE incident_id = ? AND status = 'running'
+           ORDER BY started_at DESC LIMIT 1""",
+        (incident_id,),
+    )
+    row = await cursor.fetchone()
+    if not row:
+        cursor = await db.execute(
+            """SELECT id, started_at, completed_at, status, retry_count
+               FROM refresh_log
+               WHERE incident_id = ?
+               ORDER BY started_at DESC LIMIT 1""",
+            (incident_id,),
+        )
+        row = await cursor.fetchone()
+
+    last_refresh = None
+    steps = []
+    is_running = False
+    if row:
+        is_running = row["status"] == "running"
+        # Pipeline-Steps zu diesem Refresh laden
+        sc = await db.execute(
+            """SELECT step_key, pass_number, status, count_value, count_secondary,
+                      started_at, completed_at
+               FROM refresh_pipeline_steps
+               WHERE refresh_log_id = ?
+               ORDER BY pass_number ASC, id ASC""",
+            (row["id"],),
+        )
+        steps = [dict(r) for r in await sc.fetchall()]
+
+        # Pass-Total: bei Research-Lagen mit Multi-Pass-Daten ermitteln
+        max_pass = 1
+        for s in steps:
+            if s["pass_number"] and s["pass_number"] > max_pass:
+                max_pass = s["pass_number"]
+
+        # Dauer berechnen (nur wenn completed)
+        duration_sec = None
+        try:
+            if row["started_at"] and row["completed_at"]:
+                t0 = datetime.strptime(row["started_at"], "%Y-%m-%d %H:%M:%S")
+                t1 = datetime.strptime(row["completed_at"], "%Y-%m-%d %H:%M:%S")
+                duration_sec = max(0, int((t1 - t0).total_seconds()))
+        except Exception:
+            duration_sec = None
+
+        last_refresh = {
+            "started_at": row["started_at"],
+            "completed_at": row["completed_at"],
+            "status": row["status"],
+            "duration_sec": duration_sec,
+            "pass_total": max_pass,
+        }
+
+    return {
+        "is_research": is_research,
+        "is_running": is_running,
+        "last_refresh": last_refresh,
+        "steps_definition": PIPELINE_STEPS,
+        "steps": steps,
+    }
+
+
 @router.get("/{incident_id}/locations")
 async def get_locations(
     incident_id: int,
@@ -1073,7 +1165,17 @@ async def export_incident(
         )
         snapshots = [dict(r) for r in await cursor.fetchall()]
 
-    # Executive Summary (KI-generiert, gecacht)
+    # Zusammenfassung fuer den Export:
+    # - Bei Adhoc-Lagen primaer "Neueste Entwicklungen" (latest_developments) als Markdown-Bullets,
+    #   weil Live-Monitoring von Aktualitaet lebt.
+    # - Fallback (oder bei Research): Executive Summary (KI-generiert, gecacht).
+    is_adhoc = (incident.get("type") or "adhoc") != "research"
+    latest_dev = (incident.get("latest_developments") or "").strip()
+    exec_summary = None
+    if is_adhoc and latest_dev:
+        from report_generator import _markdown_to_html as _md_to_html
+        exec_summary = _md_to_html(latest_dev)
+    if not exec_summary:
         exec_summary = incident.get("executive_summary")
     if not exec_summary:
         summary_text = incident.get("summary") or ""

src/services/license_service.py

@@ -1,5 +1,6 @@
 """Lizenz-Verwaltung und -Pruefung."""
 import logging
+import os
 from datetime import datetime
 from config import TIMEZONE
 import aiosqlite
@@ -7,11 +8,21 @@ import aiosqlite
 logger = logging.getLogger("osint.license")
 
 
+def _staging_mode() -> bool:
+    """Staging-Mode aktiv? Wenn ja, gilt: immer unlimited Budget, kein Hard-Stop.
+
+    Wird ueber ENV-Variable STAGING_MODE=1 (oder true) aktiviert.
+    Nur in Staging-.env gesetzt; Live-.env hat das Flag nicht.
+    """
+    return os.environ.get("STAGING_MODE", "").lower() in ("1", "true", "yes")
+
+
 async def check_license(db: aiosqlite.Connection, organization_id: int) -> dict:
     """Prueft den Lizenzstatus einer Organisation.
 
     Returns:
-        dict mit: valid, status, license_type, max_users, current_users, read_only, message
+        dict mit: valid, status, license_type, max_users, current_users, read_only,
+        read_only_reason, message, unlimited_budget, credits_total, credits_used
     """
     # Organisation pruefen
     cursor = await db.execute(
@@ -20,10 +31,14 @@ async def check_license(db: aiosqlite.Connection, organization_id: int) -> dict:
     )
     org = await cursor.fetchone()
     if not org:
-        return {"valid": False, "status": "not_found", "read_only": True, "message": "Organisation nicht gefunden"}
+        return {"valid": False, "status": "not_found", "read_only": True,
+                "read_only_reason": "not_found",
+                "message": "Organisation nicht gefunden"}
 
     if not org["is_active"]:
-        return {"valid": False, "status": "org_disabled", "read_only": True, "message": "Organisation deaktiviert"}
+        return {"valid": False, "status": "org_disabled", "read_only": True,
+                "read_only_reason": "org_disabled",
+                "message": "Organisation deaktiviert"}
 
     # Aktive Lizenz suchen
     cursor = await db.execute(
@@ -35,7 +50,19 @@ async def check_license(db: aiosqlite.Connection, organization_id: int) -> dict:
     license_row = await cursor.fetchone()
 
     if not license_row:
-        return {"valid": False, "status": "no_license", "read_only": True, "message": "Keine aktive Lizenz"}
+        return {"valid": False, "status": "no_license", "read_only": True,
+                "read_only_reason": "no_license",
+                "message": "Keine aktive Lizenz"}
+
+    # Felder zur weiteren Verwendung extrahieren
+    lic_dict = dict(license_row)
+    unlimited_budget = bool(lic_dict.get("unlimited_budget"))
+    credits_total = lic_dict.get("credits_total")
+    credits_used = lic_dict.get("credits_used") or 0
+
+    # STAGING_MODE: kein Token-Budget-Hard-Stop, immer unlimited
+    if _staging_mode():
+        unlimited_budget = True
 
     # Ablauf pruefen
     now = datetime.now(TIMEZONE)
@@ -52,11 +79,21 @@ async def check_license(db: aiosqlite.Connection, organization_id: int) -> dict:
                     "status": "expired",
                     "license_type": license_row["license_type"],
                     "read_only": True,
+                    "read_only_reason": "expired",
                     "message": "Lizenz abgelaufen",
+                    "unlimited_budget": unlimited_budget,
+                    "credits_total": credits_total,
+                    "credits_used": credits_used,
                 }
         except (ValueError, TypeError):
             pass
 
+    # Budget-Check (Hard-Stop bei aufgebrauchten Credits, ausser unlimited)
+    budget_exceeded = False
+    if not unlimited_budget and credits_total and credits_total > 0:
+        if credits_used >= credits_total:
+            budget_exceeded = True
+
     # Nutzerzahl pruefen
     cursor = await db.execute(
         "SELECT COUNT(*) as cnt FROM users WHERE organization_id = ? AND is_active = 1",
@@ -64,6 +101,21 @@ async def check_license(db: aiosqlite.Connection, organization_id: int) -> dict:
     )
     current_users = (await cursor.fetchone())["cnt"]
 
+    if budget_exceeded:
+        return {
+            "valid": True,  # Lizenz ist gueltig, aber Budget aufgebraucht -> read-only
+            "status": "budget_exceeded",
+            "license_type": license_row["license_type"],
+            "max_users": license_row["max_users"],
+            "current_users": current_users,
+            "read_only": True,
+            "read_only_reason": "budget_exceeded",
+            "message": "Token-Budget aufgebraucht",
+            "unlimited_budget": False,
+            "credits_total": credits_total,
+            "credits_used": credits_used,
+        }
+
     return {
         "valid": True,
         "status": license_row["status"],
@@ -71,7 +123,11 @@ async def check_license(db: aiosqlite.Connection, organization_id: int) -> dict:
         "max_users": license_row["max_users"],
         "current_users": current_users,
         "read_only": False,
+        "read_only_reason": None,
         "message": "Lizenz aktiv",
+        "unlimited_budget": unlimited_budget,
+        "credits_total": credits_total,
+        "credits_used": credits_used,
     }
 
 

src/services/pipeline_tracker.py

@@ -0,0 +1,230 @@
+"""Analysepipeline-Tracking: persistiert Pipeline-Schritte pro Refresh und sendet
+Live-Status an die Frontend-Visualisierung.
+
+Die Pipeline hat 9 Schritte und ist eine bewusst vereinfachte Außensicht der
+internen Refresh-Pipeline (siehe orchestrator.py). Sie verschweigt Internas
+(Modellnamen, Tools, Phasen, Multi-Pass-Labels) und beschreibt jeden Schritt in
+verständlicher Sprache.
+"""
+from __future__ import annotations
+
+import logging
+from datetime import datetime
+from typing import Optional
+
+from config import TIMEZONE
+
+logger = logging.getLogger("osint.pipeline")
+
+
+# Single Source of Truth für die Pipeline-Definition.
+# Reihenfolge bestimmt die Anzeige im Frontend.
+PIPELINE_STEPS = [
+    {
+        "key": "sources_review",
+        "label": "Quellen sichten",
+        "icon": "search",
+        "tooltip": "Wir prüfen alle deine Nachrichtenquellen, ob sie aktuell erreichbar sind und was sie zu deiner Lage melden.",
+    },
+    {
+        "key": "collect",
+        "label": "Nachrichten sammeln",
+        "icon": "rss",
+        "tooltip": "Aus den passenden Quellen werden alle relevanten Meldungen eingesammelt - aus deinen RSS-Feeds, dem Web und optional Telegram-Kanälen.",
+    },
+    {
+        "key": "dedup",
+        "label": "Doppeltes filtern",
+        "icon": "copy-x",
+        "tooltip": "Mehrfach gemeldete Nachrichten werden zusammengefasst, damit nichts doppelt im Lagebild auftaucht.",
+    },
+    {
+        "key": "relevance",
+        "label": "Relevanz bewerten",
+        "icon": "scale",
+        "tooltip": "Jede Meldung wird darauf geprüft, ob sie wirklich zu deiner Lage passt. Themenfremdes wird aussortiert.",
+    },
+    {
+        "key": "geoparsing",
+        "label": "Orte erkennen",
+        "icon": "map-pin",
+        "tooltip": "Aus den Meldungen werden Ortsangaben erkannt und auf der Karte verortet.",
+    },
+    {
+        "key": "factcheck",
+        "label": "Fakten prüfen",
+        "icon": "shield",
+        "tooltip": "Behauptungen aus den Meldungen werden gegeneinander abgeglichen: Bestätigt? Umstritten? Noch unklar?",
+    },
+    {
+        "key": "summary",
+        "label": "Lagebild verfassen",
+        "icon": "file-text",
+        "tooltip": "Aus allen geprüften Meldungen wird ein zusammenhängendes Lagebild geschrieben, mit Quellenangaben am Text.",
+    },
+    {
+        "key": "qc",
+        "label": "Qualitätscheck",
+        "icon": "check-circle",
+        "tooltip": "Eine letzte Kontrollprüfung am Ergebnis: Doppelte Fakten zusammenführen, Karten-Verortung prüfen, bevor du benachrichtigt wirst.",
+    },
+    {
+        "key": "notify",
+        "label": "Benachrichtigen",
+        "icon": "bell",
+        "tooltip": "Wenn etwas Wichtiges dabei war, gehen Benachrichtigungen raus, im Glockensymbol oben rechts und optional per E-Mail.",
+    },
+]
+
+VALID_KEYS = {s["key"] for s in PIPELINE_STEPS}
+
+
+def _now_db() -> str:
+    """Aktuelle Zeit im DB-Format (lokal)."""
+    return datetime.now(TIMEZONE).strftime("%Y-%m-%d %H:%M:%S")
+
+
+async def _broadcast(ws_manager, incident_id: int, payload: dict,
+                     visibility: str, created_by: Optional[int], tenant_id: Optional[int]):
+    """Sendet ein pipeline_step-Event an verbundene Clients der Lage."""
+    if not ws_manager:
+        return
+    try:
+        await ws_manager.broadcast_for_incident(
+            {"type": "pipeline_step", "incident_id": incident_id, "data": payload},
+            visibility, created_by, tenant_id,
+        )
+    except Exception as e:
+        logger.warning(f"Pipeline-WS-Broadcast fehlgeschlagen: {e}")
+
+
+async def start_step(db, ws_manager, *, refresh_log_id: int, incident_id: int,
+                     step_key: str, pass_number: int = 1, tenant_id: Optional[int] = None,
+                     visibility: str = "public", created_by: Optional[int] = None) -> Optional[int]:
+    """Markiert einen Pipeline-Schritt als aktiv.
+
+    Returns die DB-ID der Step-Zeile (für späteres Update via complete_step), oder None bei Fehler.
+    """
+    if step_key not in VALID_KEYS:
+        logger.warning(f"Unbekannter Pipeline-Schritt: {step_key}")
+        return None
+
+    try:
+        cursor = await db.execute(
+            """INSERT INTO refresh_pipeline_steps
+               (refresh_log_id, incident_id, step_key, pass_number, started_at, status, tenant_id)
+               VALUES (?, ?, ?, ?, ?, 'active', ?)""",
+            (refresh_log_id, incident_id, step_key, pass_number, _now_db(), tenant_id),
+        )
+        await db.commit()
+        step_id = cursor.lastrowid
+    except Exception as e:
+        logger.warning(f"Pipeline start_step({step_key}) DB-Fehler: {e}")
+        step_id = None
+
+    await _broadcast(ws_manager, incident_id, {
+        "step_key": step_key,
+        "status": "active",
+        "pass_number": pass_number,
+    }, visibility, created_by, tenant_id)
+
+    return step_id
+
+
+async def complete_step(db, ws_manager, *, step_id: Optional[int], refresh_log_id: int,
+                        incident_id: int, step_key: str, pass_number: int = 1,
+                        count_value: Optional[int] = None, count_secondary: Optional[int] = None,
+                        tenant_id: Optional[int] = None, visibility: str = "public",
+                        created_by: Optional[int] = None):
+    """Markiert einen Pipeline-Schritt als abgeschlossen, mit Zahlen."""
+    if step_key not in VALID_KEYS:
+        return
+
+    try:
+        if step_id:
+            await db.execute(
+                """UPDATE refresh_pipeline_steps
+                   SET status = 'done', completed_at = ?, count_value = ?, count_secondary = ?
+                   WHERE id = ?""",
+                (_now_db(), count_value, count_secondary, step_id),
+            )
+        else:
+            # Fallback wenn start_step keine ID lieferte
+            await db.execute(
+                """INSERT INTO refresh_pipeline_steps
+                   (refresh_log_id, incident_id, step_key, pass_number, started_at, completed_at,
+                    status, count_value, count_secondary, tenant_id)
+                   VALUES (?, ?, ?, ?, ?, ?, 'done', ?, ?, ?)""",
+                (refresh_log_id, incident_id, step_key, pass_number, _now_db(), _now_db(),
+                 count_value, count_secondary, tenant_id),
+            )
+        await db.commit()
+    except Exception as e:
+        logger.warning(f"Pipeline complete_step({step_key}) DB-Fehler: {e}")
+
+    await _broadcast(ws_manager, incident_id, {
+        "step_key": step_key,
+        "status": "done",
+        "pass_number": pass_number,
+        "count_value": count_value,
+        "count_secondary": count_secondary,
+    }, visibility, created_by, tenant_id)
+
+
+async def skip_step(db, ws_manager, *, refresh_log_id: int, incident_id: int,
+                    step_key: str, pass_number: int = 1, tenant_id: Optional[int] = None,
+                    visibility: str = "public", created_by: Optional[int] = None):
+    """Markiert einen Schritt als übersprungen (z.B. Geoparsing ohne neue Artikel)."""
+    if step_key not in VALID_KEYS:
+        return
+    try:
+        await db.execute(
+            """INSERT INTO refresh_pipeline_steps
+               (refresh_log_id, incident_id, step_key, pass_number, started_at, completed_at,
+                status, tenant_id)
+               VALUES (?, ?, ?, ?, ?, ?, 'skipped', ?)""",
+            (refresh_log_id, incident_id, step_key, pass_number, _now_db(), _now_db(), tenant_id),
+        )
+        await db.commit()
+    except Exception as e:
+        logger.warning(f"Pipeline skip_step({step_key}) DB-Fehler: {e}")
+
+    await _broadcast(ws_manager, incident_id, {
+        "step_key": step_key,
+        "status": "skipped",
+        "pass_number": pass_number,
+    }, visibility, created_by, tenant_id)
+
+
+async def error_step(db, ws_manager, *, step_id: Optional[int], refresh_log_id: int,
+                     incident_id: int, step_key: str, pass_number: int = 1,
+                     tenant_id: Optional[int] = None, visibility: str = "public",
+                     created_by: Optional[int] = None):
+    """Markiert einen Schritt als fehlgeschlagen."""
+    if step_key not in VALID_KEYS:
+        return
+    try:
+        if step_id:
+            await db.execute(
+                """UPDATE refresh_pipeline_steps
+                   SET status = 'error', completed_at = ?
+                   WHERE id = ?""",
+                (_now_db(), step_id),
+            )
+        else:
+            await db.execute(
+                """INSERT INTO refresh_pipeline_steps
+                   (refresh_log_id, incident_id, step_key, pass_number, started_at, completed_at,
+                    status, tenant_id)
+                   VALUES (?, ?, ?, ?, ?, ?, 'error', ?)""",
+                (refresh_log_id, incident_id, step_key, pass_number, _now_db(), _now_db(), tenant_id),
+            )
+        await db.commit()
+    except Exception as e:
+        logger.warning(f"Pipeline error_step({step_key}) DB-Fehler: {e}")
+
+    await _broadcast(ws_manager, incident_id, {
+        "step_key": step_key,
+        "status": "error",
+        "pass_number": pass_number,
+    }, visibility, created_by, tenant_id)

src/services/post_refresh_qc.py

@@ -400,18 +400,20 @@ async def run_post_refresh_qc(db, incident_id: int) -> dict:
             db, incident_id, incident_title, incident_desc
         )
         umlauts_fixed = await normalize_umlaut_fields(db, incident_id)
+        article_umlauts_fixed = await normalize_umlaut_articles(db, incident_id)
 
-        if facts_removed > 0 or locations_fixed > 0 or umlauts_fixed > 0:
+        total_umlaut_changes = umlauts_fixed + article_umlauts_fixed
+        if facts_removed > 0 or locations_fixed > 0 or total_umlaut_changes > 0:
             await db.commit()
             logger.info(
-                "Post-Refresh QC fuer Incident %d: %d Duplikate entfernt, %d Locations korrigiert, %d Umlaute normalisiert",
+                "Post-Refresh QC fuer Incident %d: %d Duplikate entfernt, %d Locations korrigiert, %d Umlaute normalisiert (davon %d in Articles)",
-                incident_id, facts_removed, locations_fixed, umlauts_fixed,
+                incident_id, facts_removed, locations_fixed, total_umlaut_changes, article_umlauts_fixed,
             )
 
         return {
             "facts_removed": facts_removed,
             "locations_fixed": locations_fixed,
-            "umlauts_fixed": umlauts_fixed,
+            "umlauts_fixed": total_umlaut_changes,
         }
 
     except Exception as e:
@@ -568,3 +570,64 @@ async def normalize_umlaut_fields(db, incident_id: int) -> int:
         incident_id, count_summary, count_dev,
     )
     return total
+
+
+async def normalize_umlaut_articles(db, incident_id: int) -> int:
+    """Normalisiert Umlaute in allen Artikel-Texten des Incidents.
+
+    Felder die behandelt werden:
+    - headline_de und content_de bei allen Artikeln (LLM-Uebersetzung kann
+      ASCII-Umlaute liefern trotz Prompt-Anweisung)
+    - headline und content_original bei language='de' (manche Quellen wie
+      dpa-AFX, Telegram-Kanaele liefern selbst schon ASCII-Umlaute)
+
+    Idempotent: Wenn der Text schon korrekt ist, macht das Dict-Lookup
+    keine Aenderung und wir schreiben nicht zurueck.
+
+    Rueckgabe: Gesamtzahl der Wort-Ersetzungen ueber alle Artikel.
+    """
+    cursor = await db.execute(
+        """SELECT id, language, headline, headline_de, content_original, content_de
+           FROM articles WHERE incident_id = ?""",
+        (incident_id,),
+    )
+    rows = await cursor.fetchall()
+    if not rows:
+        return 0
+
+    total = 0
+    for row in rows:
+        is_de = (row["language"] or "").lower() == "de"
+        updates = {}
+
+        # Felder die immer behandelt werden (LLM-Uebersetzungen)
+        if row["headline_de"]:
+            new, n = normalize_german_umlauts(row["headline_de"])
+            if n > 0:
+                updates["headline_de"] = new
+                total += n
+        if row["content_de"]:
+            new, n = normalize_german_umlauts(row["content_de"])
+            if n > 0:
+                updates["content_de"] = new
+                total += n
+
+        # Originalfelder nur bei deutschen Quellen
+        if is_de:
+            if row["headline"]:
+                new, n = normalize_german_umlauts(row["headline"])
+                if n > 0:
+                    updates["headline"] = new
+                    total += n
+            if row["content_original"]:
+                new, n = normalize_german_umlauts(row["content_original"])
+                if n > 0:
+                    updates["content_original"] = new
+                    total += n
+
+        if updates:
+            set_clause = ", ".join(f"{k} = ?" for k in updates)
+            values = list(updates.values()) + [row["id"]]
+            await db.execute(f"UPDATE articles SET {set_clause} WHERE id = ?", values)
+
+    return total

src/source_rules.py

@@ -649,14 +649,14 @@ async def get_feeds_with_metadata(tenant_id: int = None, source_type: str = "rss
     try:
         if tenant_id:
             cursor = await db.execute(
-                "SELECT name, url, domain, category, COALESCE(article_count, 0) AS article_count FROM sources "
+                "SELECT name, url, domain, category, notes, COALESCE(article_count, 0) AS article_count FROM sources "
                 "WHERE source_type = ? AND status = 'active' "
                 "AND (tenant_id IS NULL OR tenant_id = ?)",
                 (source_type, tenant_id),
             )
         else:
             cursor = await db.execute(
-                "SELECT name, url, domain, category, COALESCE(article_count, 0) AS article_count FROM sources "
+                "SELECT name, url, domain, category, notes, COALESCE(article_count, 0) AS article_count FROM sources "
                 "WHERE source_type = ? AND status = 'active'",
                 (source_type,),
             )

src/static/css/style.css

@@ -549,6 +549,31 @@ a:hover {
     font-weight: 500;
 }
 
+.header-dropdown-action {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+    width: 100%;
+    background: transparent;
+    border: 0;
+    padding: 8px 12px;
+    color: var(--text-secondary);
+    font-size: 12px;
+    font-family: inherit;
+    cursor: pointer;
+    border-radius: 6px;
+    text-align: left;
+    transition: background 0.15s ease, color 0.15s ease;
+}
+.header-dropdown-action:hover {
+    background: var(--bg-hover, rgba(255, 255, 255, 0.04));
+    color: var(--text-primary);
+}
+.header-dropdown-action svg {
+    flex-shrink: 0;
+    color: var(--accent);
+}
+
 .header-license-badge {
     display: inline-block;
     font-size: 10px;
@@ -1704,6 +1729,108 @@ a.dev-source-pill:hover {
     border-radius: var(--radius);
     background: var(--bg-primary);
     border: 1px solid var(--border);
+    cursor: pointer;
+    transition: border-color 0.15s ease, background 0.15s ease;
+    outline: none;
+}
+.source-overview-item:hover {
+    border-color: var(--accent);
+    background: var(--bg-elevated);
+}
+.source-overview-item:focus-visible {
+    box-shadow: 0 0 0 2px var(--tint-accent-strong);
+}
+.source-overview-item.active {
+    border-color: var(--accent);
+    background: var(--tint-accent-subtle);
+    box-shadow: var(--glow-accent);
+}
+
+/* Inline-Aufklapp-Bereich (volle Reihen-Breite, direkt unter dem geklickten Item) */
+.source-overview-detail {
+    grid-column: 1 / -1;
+    padding: var(--sp-md) var(--sp-lg);
+    background: var(--bg-elevated);
+    border: 1px solid var(--accent);
+    border-radius: var(--radius);
+    animation: source-detail-in 0.18s ease;
+}
+@keyframes source-detail-in {
+    from { opacity: 0; transform: translateY(-4px); }
+    to   { opacity: 1; transform: translateY(0); }
+}
+.source-overview-detail-empty {
+    font-size: 12px;
+    color: var(--text-tertiary);
+    font-style: italic;
+}
+.source-overview-detail-list {
+    list-style: none;
+    margin: 0;
+    padding: 0;
+    display: flex;
+    flex-direction: column;
+    gap: 4px;
+    max-height: 320px;
+    overflow-y: auto;
+}
+.source-overview-detail-list::-webkit-scrollbar { width: 6px; }
+.source-overview-detail-list::-webkit-scrollbar-track { background: var(--bg-primary); border-radius: 3px; }
+.source-overview-detail-list::-webkit-scrollbar-thumb { background: var(--text-disabled); border-radius: 3px; }
+.source-overview-detail-list li {
+    font-size: 12px;
+    line-height: 1.4;
+    padding: 4px 0;
+    border-top: 1px dashed var(--border);
+    display: grid;
+    grid-template-columns: auto auto 1fr;
+    gap: var(--sp-md);
+    align-items: baseline;
+}
+.source-overview-detail-list li:first-child { border-top: none; }
+.source-overview-detail-list li a {
+    color: var(--text-primary);
+    text-decoration: none;
+}
+.source-overview-detail-list li a:hover {
+    color: var(--accent);
+    text-decoration: underline;
+}
+.source-overview-detail-num {
+    font-family: var(--font-mono);
+    font-size: 11px;
+    font-weight: 700;
+    color: var(--accent);
+    min-width: 36px;
+    text-align: right;
+    white-space: nowrap;
+}
+.source-overview-detail-num--none {
+    color: var(--text-disabled);
+    font-weight: 400;
+}
+.source-overview-detail-date {
+    font-family: var(--font-mono);
+    font-size: 11px;
+    color: var(--text-tertiary);
+    white-space: nowrap;
+}
+.source-overview-detail-headline {
+    min-width: 0;
+    overflow-wrap: anywhere;
+}
+@media (max-width: 600px) {
+    .source-overview-detail-list li {
+        grid-template-columns: auto 1fr;
+    }
+    .source-overview-detail-date {
+        grid-column: 1 / -1;
+        margin-left: 32px;
+    }
+}
+@media (prefers-reduced-motion: reduce) {
+    .source-overview-detail { animation: none; }
+    .source-overview-item { transition: none; }
 }
 
 .source-overview-name {
@@ -2133,12 +2260,19 @@ a.dev-source-pill:hover {
     font-size: 12px; color: var(--accent); font-weight: 600;
 }
 
-/* === Blur for First Refresh === */
+/* === Blur for First Refresh ===
-.tab-panels.blurred .tab-panel {
+ * Liegt auf #incident-view, damit Header (Titel/Aktionen/Beschreibung) und
+ * Tab-Panels gemeinsam unscharf werden. will-change + translateZ erzwingen
+ * einen persistenten GPU-Composite-Layer, sodass der Effekt bei Window-Resize
+ * und Reflow nicht zerschossen wird. Keine Transition: Blur soll schlagartig
+ * kommen und schlagartig gehen, sonst sieht man waehrend des Reflows einen
+ * lesbaren Zwischenzustand. */
+#incident-view.refresh-blurred {
     filter: blur(8px);
     pointer-events: none;
     user-select: none;
-    transition: filter 0.4s ease;
+    will-change: filter;
+    transform: translateZ(0);
 }
 
 /* === Disabled Actions During First Refresh === */
@@ -2443,213 +2577,113 @@ a.dev-source-pill:hover {
     padding: 12px 20px 8px;
 }
 
-/* Achsen-Container */
+/* === Timeline: Heatmap-Strip oben + vertikaler Newsfeed-Stream darunter === */
-.ht-axis {
+.ht-tl {
-    position: relative;
+    display: flex;
-    height: 110px;
+    flex-direction: column;
+    gap: var(--sp-md);
 }
 
-/* Stündliches Layout: höher wegen Datums-Markern oben */
+/* Heatmap-Strip */
-.ht-axis--hourly {
+.ht-strip {
-    height: 130px;
+    display: flex;
+    flex-direction: column;
+    gap: 4px;
+    padding: 4px 0 6px;
 }
-
+.ht-strip-cells {
-/* Punkte-Bereich (über der Linie) */
+    display: grid;
-.ht-points {
+    grid-auto-flow: column;
-    position: absolute;
+    grid-auto-columns: minmax(8px, 1fr);
-    left: 4%;
+    gap: 2px;
-    right: 4%;
+    height: 14px;
-    top: 0;
-    height: 56px;
 }
-
+.ht-strip-cell {
-.ht-axis--hourly .ht-points {
+    background: color-mix(in srgb, var(--accent) calc(var(--intensity) * 70%), var(--border));
-    top: 20px;
-}
-
-/* Achsenlinie */
-.ht-axis-line {
-    position: absolute;
-    left: 2%;
-    right: 2%;
-    top: 60px;
-    height: 2px;
-    background: var(--border);
-}
-
-.ht-axis--hourly .ht-axis-line {
-    top: 80px;
-}
-
-/* Datums-Marker (vertikale Linie + Datum oben, nur bei Stunden-Granularität) */
-.ht-day-markers {
-    position: absolute;
-    left: 4%;
-    right: 4%;
-    top: 0;
-    bottom: 0;
-    pointer-events: none;
-}
-
-.ht-day-marker {
-    position: absolute;
-    top: 0;
-}
-
-.ht-day-marker-label {
-    position: absolute;
-    top: 0;
-    left: 0;
-    transform: translateX(-50%);
-    font-size: 10px;
-    font-family: var(--font-mono);
-    font-weight: 600;
-    color: var(--accent);
-    white-space: nowrap;
-}
-
-.ht-day-marker-line {
-    position: absolute;
-    top: 14px;
-    height: 66px;
-    width: 1px;
-    left: 0;
-    background: var(--accent);
-    opacity: 0.2;
-}
-
-/* Punkt (Basis) */
-.ht-point {
-    position: absolute;
-    bottom: 0;
-    transform: translateX(-50%);
-    border-radius: 50%;
-    background: var(--text-disabled);
-    border: 2px solid var(--bg-card);
-    cursor: pointer;
-    transition: all 0.2s ease;
-    z-index: 2;
-}
-
-.ht-point:hover {
-    box-shadow: var(--glow-accent);
-    z-index: 4;
-}
-
-.ht-point.active {
-    box-shadow: var(--glow-accent-strong);
-    z-index: 4;
-}
-
-/* Dimmen: nicht-aktive Punkte verblassen wenn ein Punkt aktiv ist */
-.ht-points:has(.ht-point.active) .ht-point:not(.active) {
-    opacity: 0.3;
-    transition: opacity 0.3s ease;
-}
-
-/* Pfeil über dem aktiven Punkt */
-.ht-point.active::after {
-    content: '▼';
-    position: absolute;
-    bottom: calc(100% + 2px);
-    left: 50%;
-    transform: translateX(-50%);
-    font-size: 10px;
-    color: var(--accent);
-    pointer-events: none;
-    line-height: 1;
-}
-
-/* Snapshot-Punkt (Raute) */
-.ht-point.ht-snapshot-point {
     border-radius: 2px;
-    transform: translateX(-50%) rotate(45deg);
+    cursor: pointer;
-    background: var(--accent);
+    transition: transform 0.15s ease, box-shadow 0.15s ease;
+    min-height: 12px;
+}
+.ht-strip-cell.empty {
+    background: var(--border);
+    opacity: 0.4;
+    cursor: default;
+}
+.ht-strip-cell:hover:not(.empty) {
+    transform: scaleY(1.6);
     box-shadow: var(--glow-accent);
 }
-
+.ht-strip-cell.has-snapshot {
-.ht-point.ht-snapshot-point .ht-tooltip,
+    box-shadow: inset 0 -3px 0 var(--accent);
-.ht-point.ht-snapshot-point .ht-point-count {
-    transform: rotate(-45deg);
 }
-
+.ht-strip-cell.active {
-.ht-point.ht-snapshot-point .ht-tooltip {
-    transform: rotate(-45deg) translateX(-50%);
-    transform-origin: bottom left;
-}
-
-/* Gemischter Punkt (Gold-Kreis) */
-.ht-point.ht-mixed-point {
     background: var(--accent);
-    border: 2px solid var(--bg-card);
+    transform: scaleY(1.6);
+    box-shadow: var(--glow-accent-strong), inset 0 -3px 0 var(--accent);
+    z-index: 2;
+    position: relative;
+}
+.ht-strip:has(.ht-strip-cell.active) .ht-strip-cell:not(.active):not(.empty) {
+    opacity: 0.4;
 }
 
-/* Tooltip (über dem Punkt) */
+/* Banner: aktiver Strip-Filter */
-.ht-tooltip {
+.ht-strip-banner {
-    position: absolute;
+    display: flex;
-    bottom: calc(100% + 6px);
+    align-items: center;
-    left: 50%;
+    gap: var(--sp-md);
-    transform: translateX(-50%);
+    padding: 6px 12px;
-    background: var(--bg-secondary);
+    background: var(--tint-accent);
-    color: var(--text-primary);
+    border: 1px solid var(--accent);
-    font-size: 11px;
-    padding: 3px 8px;
     border-radius: var(--radius);
-    white-space: nowrap;
+    font-size: 12px;
-    pointer-events: none;
+    color: var(--text-primary);
-    opacity: 0;
+    margin-top: 4px;
-    visibility: hidden;
-    transition: opacity 0.15s ease, visibility 0.15s ease;
-    border: 1px solid var(--border);
-    z-index: 10;
 }
-
+.ht-strip-banner-icon {
-.ht-point:hover .ht-tooltip {
-    opacity: 1;
-    visibility: visible;
-}
-
-/* Zahl unter dem Punkt */
-.ht-point-count {
-    position: absolute;
-    top: calc(100% + 6px);
-    left: 50%;
-    transform: translateX(-50%);
-    font-size: 10px;
-    font-family: var(--font-mono);
-    color: var(--text-disabled);
-    white-space: nowrap;
-    pointer-events: none;
-}
-
-.ht-point.active .ht-point-count,
-.ht-point:hover .ht-point-count {
     color: var(--accent);
-}
-
-/* Achsen-Labels (unter der Linie) */
-.ht-axis-labels {
-    position: absolute;
-    left: 4%;
-    right: 4%;
-    top: 72px;
-    height: 20px;
-}
-
-.ht-axis--hourly .ht-axis-labels {
-    top: 90px;
-}
-
-.ht-axis-label {
-    position: absolute;
-    transform: translateX(-50%);
     font-size: 10px;
+}
+.ht-strip-banner-text {
+    flex: 1;
+    color: var(--text-secondary);
+}
+.ht-strip-banner-text strong {
+    color: var(--accent);
+    font-family: var(--font-mono);
+}
+.ht-strip-banner-close {
+    border: 1px solid var(--accent);
+    background: transparent;
+    color: var(--accent);
+    font-size: 11px;
+    font-weight: 600;
+    padding: 2px 10px;
+    border-radius: var(--radius);
+    cursor: pointer;
+    transition: background 0.15s ease;
+}
+.ht-strip-banner-close:hover {
+    background: var(--accent);
+    color: var(--bg-card);
+}
+.ht-strip-labels {
+    display: grid;
+    gap: 2px;
+    font-size: 9px;
     font-family: var(--font-mono);
     color: var(--text-tertiary);
+}
+.ht-strip-label {
+    text-align: left;
     white-space: nowrap;
 }
 
-/* Leerer Zustand */
+/* Stream-Container */
+.ht-stream {
+    margin-top: var(--sp-md);
+}
 .ht-empty {
     padding: 20px;
     text-align: center;
@@ -2657,60 +2691,19 @@ a.dev-source-pill:hover {
     color: var(--text-tertiary);
 }
 
-/* Detail-Panel */
+/* Time-Group Flash beim Scrollen vom Strip */
-.ht-detail-panel {
+.vt-time-group--flash {
-    margin-top: 8px;
+    animation: vt-group-flash 1.2s ease-out;
-    border: 1px solid var(--border);
+}
-    border-radius: var(--radius);
+@keyframes vt-group-flash {
-    background: var(--bg-secondary);
+    0%   { background: var(--tint-accent-strong); }
-    animation: ht-slide-down 0.2s ease;
+    100% { background: transparent; }
 }
 
-@keyframes ht-slide-down {
+@media (prefers-reduced-motion: reduce) {
-    from { opacity: 0; transform: translateY(-8px); }
+    .vt-time-group--flash { animation: none; }
-    to { opacity: 1; transform: translateY(0); }
 }
 
-.ht-detail-header {
-    display: flex;
-    justify-content: space-between;
-    align-items: center;
-    padding: 8px 12px;
-    border-bottom: 1px solid var(--border);
-}
-
-.ht-detail-title {
-    font-size: 12px;
-    font-weight: 600;
-    color: var(--accent);
-    font-family: var(--font-mono);
-}
-
-.ht-detail-close {
-    background: none;
-    border: none;
-    color: var(--text-disabled);
-    font-size: 18px;
-    cursor: pointer;
-    padding: 0 4px;
-    line-height: 1;
-}
-
-.ht-detail-close:hover {
-    color: var(--text-primary);
-}
-
-.ht-detail-content {
-    max-height: 350px;
-    overflow-y: auto;
-    padding: 4px 12px;
-}
-
-.ht-detail-content::-webkit-scrollbar { width: 6px; }
-.ht-detail-content::-webkit-scrollbar-track { background: var(--bg-primary); border-radius: 3px; }
-.ht-detail-content::-webkit-scrollbar-thumb { background: var(--text-disabled); border-radius: 3px; }
-.ht-detail-content::-webkit-scrollbar-thumb:hover { background: var(--text-secondary); }
-
 /* === Briefing Listen === */
 .briefing-content ul {
     margin: 8px 0;
@@ -4035,7 +4028,6 @@ a.dev-source-pill:hover {
 .tab-panel .ht-timeline-container {
     min-height: 200px;
 }
-.tab-panels.blurred { filter: blur(4px); pointer-events: none; }
 
 .grid-stack .card-header:active {
     cursor: grabbing;
@@ -5632,3 +5624,420 @@ body.tutorial-active .tutorial-cursor {
     border-color: var(--accent);
     box-shadow: 0 0 0 2px rgba(var(--accent-rgb, 59, 130, 246), 0.15);
 }
+
+/* === Analysepipeline (Visualisierung n8n-Stil) === */
+.pipeline-card { padding: 0; overflow: hidden; }
+.pipeline-card .card-header { padding: var(--sp-lg) var(--sp-xl); border-bottom: 1px solid var(--border); }
+.pipeline-header-meta { font-size: 12px; color: var(--text-secondary); }
+.pipeline-body {
+    position: relative;
+    padding: var(--sp-3xl) var(--sp-xl);
+    background-color: var(--bg-card);
+    background-image:
+        linear-gradient(var(--pipeline-circuit, rgba(150, 121, 26, 0.045)) 1px, transparent 1px),
+        linear-gradient(90deg, var(--pipeline-circuit, rgba(150, 121, 26, 0.045)) 1px, transparent 1px),
+        radial-gradient(circle at 30px 30px, var(--pipeline-circuit-dot, rgba(150, 121, 26, 0.10)) 1.5px, transparent 2px);
+    background-size: 60px 60px, 60px 60px, 60px 60px;
+}
+[data-theme="light"] .pipeline-body {
+    --pipeline-circuit: rgba(31, 51, 89, 0.05);
+    --pipeline-circuit-dot: rgba(31, 51, 89, 0.10);
+}
+.pipeline-stage {
+    position: relative;
+    overflow: visible;
+    display: flex;
+    justify-content: center;
+}
+.pipeline-track {
+    display: inline-flex;
+    flex-direction: column;
+    align-items: stretch;
+    gap: 0;
+    padding: var(--sp-md) 0;
+}
+.pipeline-row {
+    display: flex;
+    align-items: stretch;
+    gap: var(--sp-md);
+    flex-wrap: nowrap;
+    justify-content: flex-start;
+}
+.pipeline-row[data-direction="rtl"] {
+    flex-direction: row-reverse;
+}
+.pipeline-empty {
+    text-align: center;
+    color: var(--text-secondary);
+    padding: var(--sp-4xl) var(--sp-xl);
+    font-style: italic;
+}
+.pipeline-sidenote {
+    margin-top: var(--sp-xl);
+    padding: var(--sp-lg) var(--sp-xl);
+    border-left: 3px solid var(--accent);
+    background: var(--tint-accent-faint);
+    border-radius: 0 var(--radius-lg) var(--radius-lg) 0;
+    font-size: 13px;
+    color: var(--text-secondary);
+    max-width: 720px;
+}
+
+.pipeline-block {
+    position: relative;
+    flex: 0 0 168px;
+    min-height: 132px;
+    padding: var(--sp-lg) var(--sp-md);
+    background: var(--bg-elevated);
+    border: 1px solid var(--border);
+    border-radius: var(--radius-lg);
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: flex-start;
+    text-align: center;
+    cursor: pointer;
+    transition: transform 0.2s ease, box-shadow 0.2s ease, border-color 0.2s ease;
+    outline: none;
+}
+.pipeline-block:hover { transform: translateY(-2px); border-color: var(--accent); }
+.pipeline-block:focus-visible { box-shadow: 0 0 0 3px var(--tint-accent-strong); }
+.pipeline-block-icon {
+    width: 36px;
+    height: 36px;
+    color: var(--text-secondary);
+    margin-bottom: var(--sp-sm);
+    transition: color 0.3s ease;
+}
+.pipeline-block-icon svg { width: 100%; height: 100%; }
+.pipeline-block-title {
+    font-size: 13px;
+    font-weight: 600;
+    color: var(--text-primary);
+    margin-bottom: var(--sp-xs);
+    line-height: 1.2;
+}
+.pipeline-block-count {
+    font-size: 11px;
+    color: var(--text-secondary);
+    line-height: 1.3;
+}
+.pipeline-block-count small { display: block; opacity: 0.75; font-size: 10px; }
+.pipeline-block-count .count-status { font-style: italic; opacity: 0.7; }
+.pipeline-block-check {
+    position: absolute;
+    top: 6px;
+    right: 6px;
+    width: 18px;
+    height: 18px;
+    color: var(--success);
+    opacity: 0;
+    transform: scale(0.6);
+    transition: opacity 0.3s ease, transform 0.3s ease;
+}
+.pipeline-block-check svg { width: 100%; height: 100%; }
+
+.pipeline-block.status-pending { opacity: 0.55; }
+.pipeline-block.status-pending .pipeline-block-icon { color: var(--text-tertiary); }
+
+.pipeline-block.status-active {
+    border-color: var(--accent);
+    box-shadow: var(--glow-accent-strong);
+    animation: pipelinePulse 1.6s ease-in-out infinite;
+}
+.pipeline-block.status-active .pipeline-block-icon { color: var(--accent); }
+@keyframes pipelinePulse {
+    0%, 100% { box-shadow: 0 0 8px rgba(150, 121, 26, 0.35), 0 0 0 1px var(--accent); }
+    50%      { box-shadow: 0 0 22px rgba(150, 121, 26, 0.65), 0 0 0 2px var(--accent); }
+}
+
+.pipeline-block.status-done {
+    border-color: var(--success);
+    background: linear-gradient(180deg, var(--bg-elevated) 0%, var(--tint-success) 100%);
+}
+.pipeline-block.status-done .pipeline-block-icon { color: var(--success); }
+.pipeline-block.status-done .pipeline-block-check { opacity: 1; transform: scale(1); }
+
+.pipeline-block.status-error {
+    border-color: var(--error);
+    background: linear-gradient(180deg, var(--bg-elevated) 0%, var(--tint-error) 100%);
+}
+.pipeline-block.status-error .pipeline-block-icon { color: var(--error); }
+
+.pipeline-arrow {
+    flex: 0 0 28px;
+    align-self: center;
+    height: 2px;
+    position: relative;
+    background: var(--border);
+}
+.pipeline-arrow::after {
+    content: "";
+    position: absolute;
+    right: -4px;
+    top: 50%;
+    width: 0;
+    height: 0;
+    border-top: 4px solid transparent;
+    border-bottom: 4px solid transparent;
+    border-left: 6px solid var(--border);
+    transform: translateY(-50%);
+}
+.pipeline-arrow.is-flowing {
+    background: linear-gradient(90deg, var(--accent), var(--accent) 50%, transparent 50%, transparent);
+    background-size: 12px 100%;
+    animation: pipelineFlow 0.8s linear infinite;
+}
+.pipeline-arrow.is-flowing::after { border-left-color: var(--accent); }
+@keyframes pipelineFlow {
+    from { background-position: 0 0; }
+    to   { background-position: 12px 0; }
+}
+
+/* Pfeil in rtl-Reihe: Pfeilkopf nach links, Animation rückwärts */
+.pipeline-row[data-direction="rtl"] .pipeline-arrow::after {
+    border-left: none;
+    border-right: 6px solid var(--border);
+    right: auto;
+    left: -4px;
+}
+.pipeline-row[data-direction="rtl"] .pipeline-arrow.is-flowing::after {
+    border-right-color: var(--accent);
+    border-left-color: transparent;
+}
+.pipeline-row[data-direction="rtl"] .pipeline-arrow.is-flowing {
+    animation: pipelineFlowReverse 0.8s linear infinite;
+}
+@keyframes pipelineFlowReverse {
+    from { background-position: 12px 0; }
+    to   { background-position: 0 0; }
+}
+
+/* Reihenwechsel-Pfeil (kompakter ↓ direkt unter dem letzten Block) */
+.pipeline-uturn {
+    display: flex;
+    gap: var(--sp-md);
+    align-items: stretch;
+    height: 32px;
+    width: 100%;
+    margin: var(--sp-xs) 0;
+    pointer-events: none;
+}
+.uturn-spacer { flex: 0 0 168px; }
+.uturn-arrow {
+    flex: 0 0 168px;
+    display: flex;
+    justify-content: center;
+    align-items: stretch;
+}
+.uturn-arrow svg {
+    width: 24px;
+    height: 100%;
+    overflow: visible;
+}
+.pipeline-uturn-path,
+.pipeline-uturn-head {
+    fill: none;
+    stroke: var(--border);
+    stroke-width: 2;
+    stroke-linecap: round;
+    stroke-linejoin: round;
+}
+.pipeline-uturn.is-flowing .pipeline-uturn-path {
+    stroke: var(--accent);
+    stroke-dasharray: 6 4;
+    animation: pipelineUturnDash 0.7s linear infinite;
+}
+.pipeline-uturn.is-flowing .pipeline-uturn-head { stroke: var(--accent); }
+@keyframes pipelineUturnDash {
+    to { stroke-dashoffset: -20; }
+}
+
+.pipeline-loop {
+    position: absolute;
+    bottom: -10px;
+    right: -10px;
+    width: 26px;
+    height: 26px;
+    color: var(--accent);
+    background: var(--bg-card);
+    border-radius: 50%;
+    padding: 4px;
+    border: 1px solid var(--border);
+    opacity: 0.5;
+    transition: opacity 0.3s ease;
+}
+.pipeline-loop svg { width: 100%; height: 100%; }
+.pipeline-stage.is-looping .pipeline-loop {
+    opacity: 1;
+    animation: pipelineLoop 1.2s ease-in-out;
+}
+@keyframes pipelineLoop {
+    0%   { transform: rotate(0deg) scale(1); }
+    50%  { transform: rotate(180deg) scale(1.3); }
+    100% { transform: rotate(360deg) scale(1); }
+}
+
+.pipeline-tooltip {
+    position: fixed;
+    background: var(--bg-card);
+    color: var(--text-primary);
+    border: 1px solid var(--accent);
+    padding: var(--sp-md) var(--sp-lg);
+    border-radius: var(--radius);
+    font-size: 12px;
+    line-height: 1.4;
+    width: 280px;
+    box-shadow: var(--shadow-md);
+    pointer-events: none;
+    opacity: 0;
+    transition: opacity 0.15s ease;
+    z-index: 9999;
+}
+.pipeline-tooltip.visible { opacity: 1; }
+
+.pipeline-popup {
+    position: fixed;
+    inset: 0;
+    background: var(--backdrop);
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    z-index: 9998;
+}
+.pipeline-popup-inner {
+    background: var(--bg-card);
+    border: 1px solid var(--accent);
+    border-radius: var(--radius-lg);
+    padding: var(--sp-3xl);
+    max-width: 480px;
+    width: 90%;
+    box-shadow: var(--shadow-lg);
+    position: relative;
+}
+.pipeline-popup-title {
+    font-family: var(--font-title);
+    font-size: 18px;
+    font-weight: 600;
+    color: var(--text-primary);
+    margin-bottom: var(--sp-lg);
+}
+.pipeline-popup-text { color: var(--text-secondary); line-height: 1.6; font-size: 14px; }
+.pipeline-popup-close {
+    position: absolute;
+    top: 8px;
+    right: 8px;
+    width: 30px;
+    height: 30px;
+    border: none;
+    background: transparent;
+    color: var(--text-secondary);
+    font-size: 22px;
+    cursor: pointer;
+    border-radius: var(--radius);
+}
+.pipeline-popup-close:hover { background: var(--bg-hover); color: var(--text-primary); }
+
+.pipeline-mini {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    flex-wrap: wrap;
+    gap: var(--sp-xs);
+    padding: var(--sp-md) 0;
+    margin-bottom: var(--sp-md);
+}
+.pipeline-mini-block {
+    width: 28px;
+    height: 28px;
+    padding: 5px;
+    border: 1px solid var(--border);
+    border-radius: 50%;
+    color: var(--text-tertiary);
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    transition: all 0.3s ease;
+}
+.pipeline-mini-block svg { width: 100%; height: 100%; }
+.pipeline-mini-block.status-pending { opacity: 0.4; }
+.pipeline-mini-block.status-active {
+    color: var(--accent);
+    border-color: var(--accent);
+    box-shadow: var(--glow-accent);
+    animation: pipelinePulse 1.6s ease-in-out infinite;
+}
+.pipeline-mini-block.status-done {
+    color: var(--success);
+    border-color: var(--success);
+    background: var(--tint-success);
+}
+.pipeline-mini-block.status-error {
+    color: var(--error);
+    border-color: var(--error);
+    background: var(--tint-error);
+}
+.pipeline-mini-sep {
+    width: 12px;
+    height: 1px;
+    background: var(--border);
+}
+
+@media (max-width: 900px) {
+    /* Snake auflösen, alle Reihen werden vertikal gestapelt */
+    .pipeline-row,
+    .pipeline-row[data-direction="rtl"] {
+        flex-direction: column;
+        align-items: stretch;
+    }
+    .pipeline-uturn { display: none; }
+
+    .pipeline-block { flex: 0 0 auto; width: 100%; min-height: auto; flex-direction: row; padding: var(--sp-md); text-align: left; gap: var(--sp-md); }
+    .pipeline-block-icon { width: 28px; height: 28px; margin-bottom: 0; flex-shrink: 0; }
+    .pipeline-block-title { margin-bottom: 2px; }
+    .pipeline-block-count { font-size: 11px; }
+    .pipeline-arrow {
+        flex: 0 0 18px;
+        width: 2px;
+        height: 18px;
+        margin: 0 auto;
+        align-self: center;
+        background: var(--border);
+    }
+    .pipeline-arrow::after,
+    .pipeline-row[data-direction="rtl"] .pipeline-arrow::after {
+        right: 50%;
+        left: auto;
+        top: auto;
+        bottom: -4px;
+        border-top: 6px solid var(--border);
+        border-bottom: none;
+        border-left: 4px solid transparent;
+        border-right: 4px solid transparent;
+        transform: translateX(50%);
+    }
+    .pipeline-arrow.is-flowing,
+    .pipeline-row[data-direction="rtl"] .pipeline-arrow.is-flowing {
+        background: linear-gradient(180deg, var(--accent), var(--accent) 50%, transparent 50%, transparent);
+        background-size: 100% 12px;
+        animation: pipelineFlowVertical 0.8s linear infinite;
+    }
+    .pipeline-arrow.is-flowing::after,
+    .pipeline-row[data-direction="rtl"] .pipeline-arrow.is-flowing::after {
+        border-top-color: var(--accent);
+        border-right-color: transparent;
+        border-left-color: transparent;
+    }
+    @keyframes pipelineFlowVertical {
+        from { background-position: 0 0; }
+        to   { background-position: 0 12px; }
+    }
+}
+
+@media (prefers-reduced-motion: reduce) {
+    .pipeline-block,
+    .pipeline-mini-block { animation: none !important; }
+    .pipeline-arrow.is-flowing { animation: none !important; }
+    .pipeline-block.status-active { box-shadow: var(--glow-accent); }
+    .pipeline-stage.is-looping .pipeline-loop { animation: none !important; opacity: 1; }
+}

src/static/dashboard.html

@@ -13,7 +13,7 @@
     <link rel="stylesheet" href="/static/vendor/leaflet.css">
     <link rel="stylesheet" href="/static/vendor/MarkerCluster.css">
     <link rel="stylesheet" href="/static/vendor/MarkerCluster.Default.css">
-    <link rel="stylesheet" href="/static/css/style.css?v=20260316k">
+    <link rel="stylesheet" href="/static/css/style.css?v=20260501h">
 <style>
 /* Export Modal Radio */
 .export-radio { display:flex; align-items:center; gap:10px; padding:8px 12px; cursor:pointer; border-radius:var(--radius-sm); transition:background 0.15s; border:1px solid transparent; margin-bottom:4px; }
@@ -72,6 +72,11 @@
                                 <span class="credits-percent" id="credits-percent"></span>
                             </div>
                         </div>
+                        <div class="credits-divider"></div>
+                        <button class="header-dropdown-action" type="button" onclick="AIDisclaimer && AIDisclaimer.show()">
+                            <svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><circle cx="12" cy="12" r="10"/><path d="M12 16v-4"/><path d="M12 8h.01"/></svg>
+                            <span>Über KI-Inhalte</span>
+                        </button>
                     </div>
                 </div>
                 <div class="header-license-warning" id="header-license-warning"></div>
@@ -118,8 +123,14 @@
                 <div id="archived-incidents" aria-live="polite" style="display:none;"></div>
             </div>
             <div class="sidebar-sources-link">
-                <button class="btn btn-secondary btn-full btn-small" onclick="App.openSourceManagement()">Quellen verwalten</button>
+                <button class="btn btn-secondary btn-full btn-small" onclick="App.openSourceManagement()" title="Quellen verwalten">
-                <button class="btn btn-secondary btn-full btn-small sidebar-feedback-btn" onclick="App.openFeedback()">Feedback senden</button>
+                    <svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><ellipse cx="12" cy="5" rx="9" ry="3"/><path d="M3 5v14c0 1.66 4.03 3 9 3s9-1.34 9-3V5"/><path d="M3 12c0 1.66 4.03 3 9 3s9-1.34 9-3"/></svg>
+                    <span>Quellen</span>
+                </button>
+                <button class="btn btn-secondary btn-full btn-small sidebar-feedback-btn" onclick="App.openFeedback()" title="Feedback senden">
+                    <svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><rect width="20" height="16" x="2" y="4" rx="2"/><path d="m22 7-10 5L2 7"/></svg>
+                    <span>Feedback</span>
+                </button>
                 <!-- Tutorial-Einstieg temporaer deaktiviert (Ueberarbeitung) - reaktivieren durch Entfernen der Kommentarzeichen:
                 <button class="btn btn-secondary btn-full btn-small" onclick="Tutorial.start()" title="Interaktiven Rundgang starten">Rundgang starten</button>
                 -->
@@ -198,6 +209,7 @@
                     <button class="tab-btn" data-tab="timeline">Ereignis-Timeline</button>
                     <button class="tab-btn" data-tab="karte">Geografische Verteilung</button>
                     <button class="tab-btn" data-tab="faktencheck">Faktencheck</button>
+                    <button class="tab-btn" data-tab="pipeline">Analysepipeline</button>
                     <button class="tab-btn" data-tab="quellen">Quellenübersicht</button>
                 </div>
 
@@ -281,6 +293,23 @@
                         </div>
                     </div>
 
+                    <div class="tab-panel" id="panel-pipeline">
+                        <div class="card pipeline-card" id="pipeline-card">
+                            <div class="card-header">
+                                <div class="card-title">Analysepipeline</div>
+                                <span class="pipeline-header-meta" id="pipeline-header-meta"></span>
+                            </div>
+                            <div class="pipeline-body">
+                                <div class="pipeline-stage" id="pipeline-stage" aria-label="Analysepipeline-Visualisierung">
+                                    <div class="pipeline-empty" id="pipeline-empty">Noch nie aktualisiert. Starte den ersten Refresh.</div>
+                                </div>
+                                <aside class="pipeline-sidenote" id="pipeline-sidenote" hidden>
+                                    Recherche-Lagen werden mehrfach evaluiert, um das Bild Schritt für Schritt aufzubauen.
+                                </aside>
+                            </div>
+                        </div>
+                    </div>
+
                     <div class="tab-panel" id="panel-quellen">
                         <div class="card source-overview-card">
                             <div class="card-header">
@@ -626,9 +655,10 @@
     <script src="/static/vendor/leaflet.markercluster.js"></script>
     <script src="/static/js/api.js?v=20260423a"></script>
     <script src="/static/js/ws.js?v=20260316b"></script>
-    <script src="/static/js/components.js?v=20260316d"></script>
+    <script src="/static/js/components.js?v=20260427a"></script>
     <script src="/static/js/layout.js?v=20260316b"></script>
-    <script src="/static/js/app.js?v=20260423a"></script>
+    <script src="/static/js/pipeline.js?v=20260501i"></script>
+    <script src="/static/js/app.js?v=20260501h"></script>
     <script src="/static/js/cluster-data.js?v=20260322f"></script>
     <script src="/static/js/tutorial.js?v=20260316z"></script>
     <script src="/static/js/chat.js?v=20260422a"></script>
@@ -687,7 +717,8 @@
             </div>
             <div class="progress-popup-body">
                 <div class="progress-popup-pass" id="progress-popup-pass" style="display:none;"></div>
-                <div class="progress-checklist" id="progress-checklist">
+                <div class="pipeline-mini" id="progress-pipeline-mini" aria-label="Analyseschritte"></div>
+                <div class="progress-checklist" id="progress-checklist" style="display:none;">
                     <div class="progress-check-item" data-step="queued">
                         <span class="progress-check-icon">○</span>
                         <span class="progress-check-label">In Warteschlange</span>
@@ -718,5 +749,6 @@
     </div>
 
     <script src="/static/js/update-system.js"></script>
+    <script src="/static/js/ai-disclaimer.js"></script>
 </body>
 </html>

src/static/js/ai-disclaimer.js

@@ -0,0 +1,195 @@
+/**
+ * AI-Hallucination-Disclaimer fuer den AegisSight Monitor.
+ *
+ * Zeigt:
+ *   1) Beim ersten Besuch (oder bei neuem v-Bump) ein Modal mit Hinweisen
+ *      zur Fehlbarkeit von KI-Modellen.
+ *   2) Im Header-User-Dropdown immer einen Eintrag "Ueber KI-Inhalte",
+ *      ueber den der User das Modal jederzeit erneut oeffnen kann.
+ *
+ * Persistenz:
+ *   localStorage 'aegis_ai_disclaimer_seen' -> Versionsstring (z.B. "v1").
+ *   Wenn die Version sich aendert (Wortlaut-Update), erscheint das Modal
+ *   beim naechsten Login erneut.
+ */
+(function () {
+    'use strict';
+
+    const STORAGE_KEY = 'aegis_ai_disclaimer_seen';
+    const CURRENT_VERSION = 'v1';
+
+    // ---- DOM-Helpers (analog zu update-system.js) ----
+    function el(tag, attrs, ...children) {
+        const e = document.createElement(tag);
+        for (const k in (attrs || {})) {
+            if (k === 'class') e.className = attrs[k];
+            else if (k === 'html') e.innerHTML = attrs[k];
+            else if (k.startsWith('on')) e.addEventListener(k.slice(2), attrs[k]);
+            else e.setAttribute(k, attrs[k]);
+        }
+        for (const c of children) {
+            if (c == null) continue;
+            e.appendChild(typeof c === 'string' ? document.createTextNode(c) : c);
+        }
+        return e;
+    }
+
+    function injectStyles() {
+        if (document.getElementById('aegis-aidisc-styles')) return;
+        const css = `
+        #aegis-aidisc-overlay {
+            position: fixed; inset: 0; background: rgba(0,0,0,0.55); z-index: 99998;
+            backdrop-filter: blur(3px);
+            display: flex; align-items: center; justify-content: center; padding: 24px;
+            animation: aegis-aidisc-fade 0.25s ease;
+        }
+        @keyframes aegis-aidisc-fade { from { opacity: 0; } to { opacity: 1; } }
+        #aegis-aidisc-modal {
+            background: var(--bg-card);
+            color: var(--text-primary);
+            border-radius: 14px;
+            border: 1px solid var(--border);
+            box-shadow: 0 24px 80px rgba(0,0,0,0.4);
+            font-family: 'Inter', -apple-system, sans-serif;
+            max-width: 580px; width: 100%; max-height: 85vh; overflow: hidden;
+            display: flex; flex-direction: column;
+        }
+        #aegis-aidisc-modal header {
+            padding: 22px 28px 18px; border-bottom: 1px solid var(--border);
+            display: flex; align-items: center; gap: 12px;
+        }
+        #aegis-aidisc-modal header svg { color: var(--accent); flex-shrink: 0; }
+        #aegis-aidisc-modal h2 { margin: 0; color: var(--accent); font-size: 1.25rem; font-weight: 700; }
+        #aegis-aidisc-modal .body { padding: 18px 28px; overflow-y: auto; line-height: 1.55; }
+        #aegis-aidisc-modal .body p { margin: 0 0 12px; color: var(--text-primary); font-size: 0.94rem; }
+        #aegis-aidisc-modal .body strong { color: var(--accent); }
+        #aegis-aidisc-modal .body ul { margin: 8px 0 14px; padding-left: 22px; }
+        #aegis-aidisc-modal .body li { margin-bottom: 6px; color: var(--text-secondary); font-size: 0.92rem; }
+        #aegis-aidisc-modal .footnote {
+            margin-top: 10px; padding-top: 12px; border-top: 1px solid var(--border);
+            color: var(--text-tertiary); font-size: 0.82rem;
+        }
+        #aegis-aidisc-modal footer {
+            padding: 14px 28px 20px; border-top: 1px solid var(--border);
+            display: flex; justify-content: flex-end; gap: 10px;
+        }
+        #aegis-aidisc-modal footer button {
+            background: var(--accent); color: #fff; border: 0; padding: 10px 22px;
+            border-radius: 6px; font: inherit; font-size: 0.92rem; font-weight: 600;
+            cursor: pointer;
+        }
+        #aegis-aidisc-modal footer button:hover { background: var(--accent-hover); }
+        #aegis-aidisc-modal footer button.secondary {
+            background: transparent; color: var(--text-secondary); border: 1px solid var(--border);
+        }
+        #aegis-aidisc-modal footer button.secondary:hover {
+            background: var(--bg-hover, rgba(255,255,255,0.04)); color: var(--text-primary);
+        }`;
+        document.head.appendChild(el('style', { id: 'aegis-aidisc-styles', html: css }));
+    }
+
+    // ---- Modal-Aufbau ----
+    function buildModal(opts) {
+        const isFromUser = !!(opts && opts.fromUserAction);
+
+        // Lucide info-Icon (gleiches Pattern wie .info-icon im Repo)
+        const headerIcon = el('span', {
+            html: '<svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" '
+                + 'viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" '
+                + 'stroke-linecap="round" stroke-linejoin="round">'
+                + '<circle cx="12" cy="12" r="10"/>'
+                + '<path d="M12 16v-4"/><path d="M12 8h.01"/></svg>'
+        });
+
+        const body = el('div', { class: 'body' });
+        body.appendChild(el('p', null,
+            'Der AegisSight Monitor nutzt Künstliche Intelligenz '
+            + 'zur Analyse, Übersetzung und Zusammenfassung von Nachrichten.'));
+
+        const warn = el('p');
+        warn.innerHTML = '<strong>KI-Modelle können Fehler machen</strong> '
+            + '(sogenannte „Halluzinationen"): erfundene Details, falsche Verbindungen oder '
+            + 'ungenaue Zusammenfassungen sind möglich, auch wenn der Text plausibel klingt.';
+        body.appendChild(warn);
+
+        body.appendChild(el('p', null, 'Wir empfehlen daher:'));
+        body.appendChild(el('ul', null,
+            el('li', null, 'Wichtige Informationen mit den verlinkten Quellen verifizieren'),
+            el('li', null, 'Bei kritischen Entscheidungen die Originalartikel prüfen'),
+            el('li', null, 'Faktenchecks als Hinweis verstehen, nicht als endgültige Wahrheit')
+        ));
+
+        body.appendChild(el('p', { class: 'footnote' },
+            'Diesen Hinweis findest du jederzeit wieder im Menü oben rechts unter „Über KI-Inhalte".'));
+
+        const closeAndStore = () => {
+            try { localStorage.setItem(STORAGE_KEY, CURRENT_VERSION); } catch (e) {}
+            overlay.remove();
+            document.removeEventListener('keydown', escHandler);
+        };
+        const closeOnly = () => {
+            overlay.remove();
+            document.removeEventListener('keydown', escHandler);
+        };
+
+        const footer = el('footer', null);
+        if (!isFromUser) {
+            footer.appendChild(el('button', { class: 'secondary', onclick: closeOnly }, 'Später nochmal'));
+        }
+        footer.appendChild(el('button', { onclick: closeAndStore }, 'Verstanden'));
+
+        const overlay = el('div', { id: 'aegis-aidisc-overlay' },
+            el('div', { id: 'aegis-aidisc-modal' },
+                el('header', null, headerIcon, el('h2', null, 'Hinweis zu KI-generierten Inhalten')),
+                body,
+                footer
+            )
+        );
+
+        function escHandler(ev) {
+            if (ev.key === 'Escape' && document.getElementById('aegis-aidisc-overlay')) {
+                // ESC = wie "Verstanden" beim erstmaligen Anzeigen, sonst nur schliessen
+                if (isFromUser) closeOnly(); else closeAndStore();
+            }
+        }
+        overlay.addEventListener('click', (ev) => {
+            if (ev.target === overlay) {
+                if (isFromUser) closeOnly(); else closeAndStore();
+            }
+        });
+        document.addEventListener('keydown', escHandler);
+
+        return overlay;
+    }
+
+    function show(opts) {
+        if (document.getElementById('aegis-aidisc-overlay')) return;
+        injectStyles();
+        document.body.appendChild(buildModal(opts));
+    }
+
+    function init() {
+        // Nur auf der Dashboard-Seite zeigen, nicht auf der Login-Seite
+        if (!document.body || document.body.classList.contains('login-page')) return;
+
+        injectStyles();
+        let seenVersion = '';
+        try { seenVersion = localStorage.getItem(STORAGE_KEY) || ''; } catch (e) {}
+        if (seenVersion !== CURRENT_VERSION) {
+            // Etwas verzoegern, damit Hauptdashboard sichtbar ist bevor Modal kommt
+            setTimeout(() => show({ fromUserAction: false }), 600);
+        }
+    }
+
+    // Globaler Zugriff zum manuellen Oeffnen aus dem Header-Dropdown
+    window.AIDisclaimer = {
+        show: () => show({ fromUserAction: true }),
+        VERSION: CURRENT_VERSION,
+    };
+
+    if (document.readyState === 'loading') {
+        document.addEventListener('DOMContentLoaded', init);
+    } else {
+        init();
+    }
+})();

src/static/js/api.js

@@ -67,6 +67,29 @@ const API = {
             } else if (typeof detail === 'object' && detail !== null) {
                 detail = JSON.stringify(detail);
             }
+
+            // Lizenz-Status aus Header auslesen (vom Backend gesetzt bei 403)
+            const licStatus = response.headers.get('X-License-Status');
+            if (response.status === 403 && licStatus && typeof App !== 'undefined') {
+                if (!App.user) App.user = {};
+                App.user.read_only = true;
+                App.user.read_only_reason = licStatus;
+                const warningEl = document.getElementById('header-license-warning');
+                if (warningEl) {
+                    let text = 'Nur Lesezugriff';
+                    if (licStatus === 'budget_exceeded') text = 'Token-Budget aufgebraucht – nur Lesezugriff. Bitte Verwaltung kontaktieren.';
+                    else if (licStatus === 'expired') text = 'Lizenz abgelaufen – nur Lesezugriff';
+                    else if (licStatus === 'no_license') text = 'Keine aktive Lizenz – nur Lesezugriff';
+                    else if (licStatus === 'org_disabled') text = 'Organisation deaktiviert – nur Lesezugriff';
+                    warningEl.textContent = text;
+                    warningEl.classList.add('visible');
+                }
+                if (typeof App._updateRefreshButton === 'function') App._updateRefreshButton(false);
+                if (typeof UI !== 'undefined' && UI.showToast) {
+                    UI.showToast(detail || 'Lizenz-Beschränkung – nur Lesezugriff', 'error');
+                }
+            }
+
             throw new ApiError(response.status, detail);
         }
 
@@ -133,6 +156,10 @@ const API = {
         return this._request('GET', `/incidents/${incidentId}/factchecks`);
     },
 
+    getPipeline(incidentId) {
+        return this._request('GET', `/incidents/${incidentId}/pipeline`);
+    },
+
     getSnapshots(incidentId) {
         return this._request('GET', `/incidents/${incidentId}/snapshots`);
     },

src/static/js/app.js

@@ -433,7 +433,7 @@ const App = {
     _editingSourceId: null,
     _timelineFilter: 'all',
     _timelineRange: 'all',
-    _activePointIndex: null,
+    _activeStripWindow: null,
     _timelineSearchTimer: null,
     _pendingComplete: null,
     _pendingCompleteTimer: null,
@@ -450,6 +450,7 @@ const App = {
 
         try {
             const user = await API.getMe();
+            this.user = user;
             this._currentUsername = user.email;
             document.getElementById('header-user').textContent = user.email;
 
@@ -515,11 +516,27 @@ const App = {
                 });
             }
 
-            // Warnung bei abgelaufener Lizenz
+            // Warnung bei Read-Only (Lizenz abgelaufen oder Token-Budget aufgebraucht)
             const warningEl = document.getElementById('header-license-warning');
-            if (warningEl && user.read_only) {
+            if (warningEl) {
-                warningEl.textContent = 'Lizenz abgelaufen – nur Lesezugriff';
+                if (user.read_only) {
+                    let text = 'Nur Lesezugriff';
+                    const reason = user.read_only_reason;
+                    if (reason === 'budget_exceeded') {
+                        text = 'Token-Budget aufgebraucht – nur Lesezugriff. Für Aufstockung oder Upgrade bitte info@aegis-sight.de kontaktieren.';
+                    } else if (reason === 'expired') {
+                        text = 'Lizenz abgelaufen – nur Lesezugriff';
+                    } else if (reason === 'no_license') {
+                        text = 'Keine aktive Lizenz – nur Lesezugriff';
+                    } else if (reason === 'org_disabled') {
+                        text = 'Organisation deaktiviert – nur Lesezugriff';
+                    }
+                    warningEl.textContent = text;
                     warningEl.classList.add('visible');
+                } else {
+                    warningEl.textContent = '';
+                    warningEl.classList.remove('visible');
+                }
             }
 
             // --- Global Admin: Org-Switcher (herausnehmbar) ---
@@ -601,6 +618,10 @@ const App = {
                     const inc = this.incidents.find(i => i.id === id);
                     const isFirst = inc && !inc.has_summary;
                     UI.showProgress('queued', { queue_position: idx + 1 }, id, isFirst);
+                    // Pipeline-Reset auch nach F5: aktive Lage in Queue -> Icons grau
+                    if (id === this.currentIncidentId && typeof Pipeline !== 'undefined' && Pipeline.beginQueue) {
+                        Pipeline.beginQueue(id);
+                    }
                 });
             }
 
@@ -735,8 +756,12 @@ const App = {
         if (prevOverlay) prevOverlay.style.display = 'none';
         const prevMini = document.getElementById('progress-mini');
         if (prevMini) prevMini.style.display = 'none';
-        const grid = document.querySelector('.tab-panels');
+        const blurTarget = document.getElementById('incident-view');
-        if (grid) grid.classList.remove('blurred');
+        // Wenn gerade ein erster Refresh laeuft, Blur stehen lassen statt
+        // remove+add im selben Tick — CSS filter:blur greift sonst nicht.
+        const _restState = isRefreshing ? UI._progressState[id] : null;
+        const _willReBlur = _restState && _restState.isFirst && !_restState.minimized;
+        if (blurTarget && !_willReBlur) blurTarget.classList.remove('refresh-blurred');
 
         if (isRefreshing) {
             const state = UI._progressState[id];
@@ -829,6 +854,11 @@ const App = {
 
             this.renderIncidentDetail(incident, articles, factchecks, snapshots, locations, categoryLabels);
 
+            // Pipeline an die geladene Lage binden (laedt /api/incidents/{id}/pipeline)
+            if (typeof Pipeline !== 'undefined' && Pipeline.bindToIncident) {
+                Pipeline.bindToIncident(id).catch(err => console.warn('pipeline-bind:', err));
+            }
+
             // Quellenuebersicht aus Aggregat-Endpunkt (alle Quellen, nicht nur erste Seite)
             this._loadSourcesSummary(id).catch(err => console.warn('sources-summary:', err));
 
@@ -857,6 +887,97 @@ const App = {
         }
     },
 
+    /** Klick auf eine Quellen-Box: Liste der Artikel inline aufklappen (mutual-exclusive). */
+    toggleSourceOverviewDetail(el) {
+        if (!el) return;
+        const grid = el.parentElement;
+        if (!grid) return;
+        const sourceName = el.dataset.source || '';
+        const wasActive = el.classList.contains('active');
+
+        // Alle anderen schliessen + bestehendes Detail entfernen
+        grid.querySelectorAll('.source-overview-item.active').forEach(it => {
+            it.classList.remove('active');
+            it.setAttribute('aria-expanded', 'false');
+        });
+        const existingDetail = grid.querySelector('.source-overview-detail');
+        if (existingDetail) existingDetail.remove();
+
+        // Wenn das geklickte Item bereits aktiv war: nur schliessen
+        if (wasActive) return;
+
+        // Neues Detail einfuegen direkt nach dem geklickten Item
+        el.classList.add('active');
+        el.setAttribute('aria-expanded', 'true');
+
+        const type = this._currentIncidentType;
+        const getDate = (a) => (type === 'research' && a.published_at) ? a.published_at : (a.collected_at || a.published_at);
+        const articles = (this._currentArticles || [])
+            .filter(a => (a.source || 'Unbekannt') === sourceName)
+            .sort((a, b) => {
+                const ta = new Date(getDate(a) || 0).getTime();
+                const tb = new Date(getDate(b) || 0).getTime();
+                return tb - ta;
+            });
+
+        // Lagebild-Quellennummer pro Artikel ermitteln (matcht Artikel zu sources_json)
+        const normalize = (s) => (s || '').toLowerCase().replace(/^(der|die|das)\s+/, '').replace(/\s+/g, ' ').trim();
+        const sourcesList = this._currentSources || [];
+        const urlToNr = new Map();
+        sourcesList.forEach(s => {
+            if (s.url && s.nr != null) urlToNr.set(String(s.url).trim(), s.nr);
+        });
+        const findNr = (a) => {
+            // 1) Exakter URL-Match
+            if (a.source_url) {
+                const exact = urlToNr.get(String(a.source_url).trim());
+                if (exact != null) return exact;
+            }
+            // 2) Fallback: Match via Quellen-Namen (kann mehrfach treffen, nimm erstes)
+            if (a.source) {
+                const target = normalize(a.source);
+                const hit = sourcesList.find(s => s.nr != null && normalize(s.name) === target);
+                if (hit) return hit.nr;
+            }
+            return null;
+        };
+
+        const detail = document.createElement('div');
+        detail.className = 'source-overview-detail';
+        if (articles.length === 0) {
+            detail.innerHTML = '<div class="source-overview-detail-empty">Keine Artikel gefunden.</div>';
+        } else {
+            const fmtDate = (ts) => {
+                if (!ts) return '—';
+                try {
+                    const d = new Date(ts);
+                    if (isNaN(d.getTime())) return '—';
+                    return d.toLocaleDateString('de-DE', { day: '2-digit', month: '2-digit', year: '2-digit', timeZone: TIMEZONE })
+                        + ' '
+                        + d.toLocaleTimeString('de-DE', { hour: '2-digit', minute: '2-digit', timeZone: TIMEZONE });
+                } catch (e) { return '—'; }
+            };
+            const items = articles.map(a => {
+                const nr = findNr(a);
+                const numHtml = nr != null
+                    ? `<span class="source-overview-detail-num">[${UI.escape(String(nr))}]</span>`
+                    : `<span class="source-overview-detail-num source-overview-detail-num--none" title="Nicht im Lagebild zitiert">—</span>`;
+                const dateStr = fmtDate(getDate(a));
+                const headline = UI.escape(a.headline_de || a.headline || '(ohne Titel)');
+                const inner = a.source_url
+                    ? `<a href="${UI.escape(a.source_url)}" target="_blank" rel="noopener">${headline}</a>`
+                    : headline;
+                return `<li>
+                    ${numHtml}
+                    <span class="source-overview-detail-date">${UI.escape(dateStr)}</span>
+                    <span class="source-overview-detail-headline">${inner}</span>
+                </li>`;
+            }).join('');
+            detail.innerHTML = `<ul class="source-overview-detail-list">${items}</ul>`;
+        }
+        el.insertAdjacentElement('afterend', detail);
+    },
+
     /** Restliche Artikel seitenweise im Hintergrund nachladen und in _currentArticles mergen. */
     async _loadRemainingArticlesInBackground(incidentId) {
         const BATCH = 500;
@@ -1029,7 +1150,7 @@ const App = {
         }
         this._timelineFilter = 'all';
         this._timelineRange = 'all';
-        this._activePointIndex = null;
+        this._activeStripWindow = null;
         const _tsEl = document.getElementById('timeline-search'); if (_tsEl) _tsEl.value = '';
         document.querySelectorAll('.ht-filter-btn').forEach(btn => {
             const isActive = btn.dataset.filter === 'all';
@@ -1105,6 +1226,9 @@ const App = {
         this._timelineSearchTimer = setTimeout(() => this.rerenderTimeline(), 250);
     },
 
+    /** Heatmap-Strip oben + vertikaler Newsfeed-Stream darunter.
+     *  Klick auf Heatmap-Balken: Stream filtert auf das Zeitfenster (aktive Balken hervorgehoben).
+     */
     rerenderTimeline() {
         const container = document.getElementById('timeline');
         if (!container) return;
@@ -1115,271 +1239,216 @@ const App = {
         let entries = this._collectEntries(filterType, searchTerm, range);
         this._updateTimelineCount(entries);
 
+        // Strip nutzt IMMER alle Eintraege im Range (unabhaengig von Filter/Search/Strip-Window)
+        const stripEntries = this._collectEntries('all', '', range);
+        stripEntries.sort((a, b) => new Date(a.timestamp || 0) - new Date(b.timestamp || 0));
+
+        // Wenn ein Heatmap-Balken aktiv ist: Stream zusaetzlich auf dieses Zeitfenster filtern
+        const win = this._activeStripWindow;
+        if (win && entries.length > 0) {
+            entries = entries.filter(e => {
+                const ts = new Date(e.timestamp || 0).getTime();
+                return ts >= win.start && ts < win.end;
+            });
+        }
+
+        let html = '<div class="ht-tl">';
+        if (stripEntries.length > 0) {
+            html += this._renderTimelineStrip(stripEntries);
+        }
+
+        // Banner mit aktivem Filter
+        if (win) {
+            html += `<div class="ht-strip-banner">
+                <span class="ht-strip-banner-icon" aria-hidden="true">▼</span>
+                <span class="ht-strip-banner-text">Gefiltert auf <strong>${UI.escape(win.label)}</strong> · ${entries.length} Eintr${entries.length === 1 ? 'ag' : 'äge'}</span>
+                <button class="ht-strip-banner-close" onclick="App.clearStripWindow()" aria-label="Filter aufheben">Filter aufheben</button>
+            </div>`;
+        }
+
+        html += '<div class="ht-stream">';
         if (entries.length === 0) {
-            this._activePointIndex = null;
+            html += win
-            container.innerHTML = (searchTerm || range !== 'all')
+                ? '<div class="ht-empty">Keine Einträge in diesem Zeitfenster.</div>'
+                : (searchTerm || range !== 'all')
                     ? '<div class="ht-empty">Keine Einträge im gewählten Zeitraum.</div>'
                     : '<div class="ht-empty">Noch keine Meldungen. Starte eine Recherche mit "Aktualisieren".</div>';
-            return;
+        } else {
+            html += this._renderVerticalStream(entries);
         }
-
-        entries.sort((a, b) => new Date(a.timestamp || 0) - new Date(b.timestamp || 0));
-
-        const granularity = this._calcGranularity(entries, range);
-        let buckets = this._buildBuckets(entries, granularity);
-        buckets = this._mergeCloseBuckets(buckets);
-
-        // Aktiven Index validieren
-        if (this._activePointIndex !== null && this._activePointIndex >= buckets.length) {
-            this._activePointIndex = null;
-        }
-
-        // Achsen-Bereich
-        const rangeStart = buckets[0].timestamp;
-        const rangeEnd = buckets[buckets.length - 1].timestamp;
-        const maxCount = Math.max(...buckets.map(b => b.entries.length));
-
-        // Stunden- vs. Tages-Granularität
-        const isHourly = granularity === 'hour';
-        const axisLabels = this._buildAxisLabels(buckets, granularity, true);
-
-        // HTML aufbauen
-        let html = `<div class="ht-axis${isHourly ? ' ht-axis--hourly' : ''}">`;
-
-        // Datums-Marker (immer anzeigen, ausgedünnt)
-        const dayMarkers = this._thinLabels(this._buildDayMarkers(buckets, rangeStart, rangeEnd), 10);
-        html += '<div class="ht-day-markers">';
-        dayMarkers.forEach(m => {
-            html += `<div class="ht-day-marker" style="left:${m.pos}%;">`;
-            html += `<div class="ht-day-marker-label">${UI.escape(m.text)}</div>`;
-            html += `<div class="ht-day-marker-line"></div>`;
-            html += `</div>`;
-        });
-        html += '</div>';
-
-        // Punkte
-        html += '<div class="ht-points">';
-        buckets.forEach((bucket, idx) => {
-            const pos = this._bucketPositionPercent(bucket, rangeStart, rangeEnd, buckets.length);
-            const size = this._calcPointSize(bucket.entries.length, maxCount);
-            const hasSnapshots = bucket.entries.some(e => e.kind === 'snapshot');
-            const hasArticles = bucket.entries.some(e => e.kind === 'article');
-
-            let pointClass = 'ht-point';
-            if (filterType === 'snapshots') {
-                pointClass += ' ht-snapshot-point';
-            } else if (hasSnapshots) {
-                pointClass += ' ht-mixed-point';
-            }
-            if (this._activePointIndex === idx) pointClass += ' active';
-
-            const tooltip = `${bucket.label}: ${bucket.entries.length} Eintr${bucket.entries.length === 1 ? 'ag' : 'äge'}`;
-
-            html += `<div class="${pointClass}" style="left:${pos}%;width:${size}px;height:${size}px;" onclick="App.openTimelineDetail(${idx})" data-idx="${idx}">`;
-            html += `<div class="ht-tooltip">${UI.escape(tooltip)}</div>`;
-            html += `</div>`;
-        });
-        html += '</div>';
-
-        // Achsenlinie
-        html += '<div class="ht-axis-line"></div>';
-
-        // Achsen-Labels (ausgedünnt um Überlappung zu vermeiden)
-        const thinned = this._thinLabels(axisLabels);
-        html += '<div class="ht-axis-labels">';
-        thinned.forEach(lbl => {
-            html += `<div class="ht-axis-label" style="left:${lbl.pos}%;">${UI.escape(lbl.text)}</div>`;
-        });
         html += '</div>';
         html += '</div>';
-
-        // Detail-Panel (wenn ein Punkt aktiv ist)
-        if (this._activePointIndex !== null && this._activePointIndex < buckets.length) {
-            html += this._renderDetailPanel(buckets[this._activePointIndex]);
-        }
-
         container.innerHTML = html;
     },
 
-    _calcGranularity(entries, range) {
+    /** Granularitaets-Heuristik fuer den Newsfeed: Stunden bei kurzen Spannen, sonst Tage. */
-        if (entries.length < 2) return 'day';
+    _calcGranularity(entries) {
-        const timestamps = entries.map(e => new Date(e.timestamp || 0).getTime()).filter(t => t > 0);
+        if (!entries || entries.length < 2) return 'day';
-        if (timestamps.length < 2) return 'day';
+        const ts = entries.map(e => new Date(e.timestamp || 0).getTime()).filter(t => t > 0);
-        const span = Math.max(...timestamps) - Math.min(...timestamps);
+        if (ts.length < 2) return 'day';
-        if (range === '24h' || span <= 48 * 60 * 60 * 1000) return 'hour';
+        const span = Math.max(...ts) - Math.min(...ts);
+        if (span <= 48 * 60 * 60 * 1000) return 'hour';
         return 'day';
     },
 
-    _buildBuckets(entries, granularity) {
+    /** Vertikaler Stream: Datums-Trennzeilen + Lagebericht-Sektionen + Meldungen. */
-        const bucketMap = {};
+    _renderVerticalStream(entries) {
-        entries.forEach(e => {
+        if (!entries || entries.length === 0) {
-            const d = new Date(e.timestamp || 0);
+            return '<div class="ht-empty">Keine Einträge.</div>';
-            const b = _tz(d);
-            let key, label, ts;
-            if (granularity === 'hour') {
-                key = `${b.year}-${b.month + 1}-${b.date}-${b.hours}`;
-                label = d.toLocaleDateString('de-DE', { day: '2-digit', month: 'short', timeZone: TIMEZONE }) + ', ' + b.hours.toString().padStart(2, '0') + ':00';
-                ts = new Date(b.year, b.month, b.date, b.hours).getTime();
-            } else {
-                key = `${b.year}-${b.month + 1}-${b.date}`;
-                label = d.toLocaleDateString('de-DE', { weekday: 'short', day: '2-digit', month: 'short', timeZone: TIMEZONE });
-                ts = new Date(b.year, b.month, b.date, 12).getTime();
         }
-            if (!bucketMap[key]) {
+        // Neueste oben
-                bucketMap[key] = { key, label, timestamp: ts, entries: [] };
+        const sorted = [...entries].sort((a, b) => new Date(b.timestamp || 0) - new Date(a.timestamp || 0));
-            }
+        const granularity = this._calcGranularity(sorted);
-            bucketMap[key].entries.push(e);
+        const groups = this._groupByTimePeriod(sorted, granularity);
+
+        let html = '<div class="vt-timeline">';
+        groups.forEach(g => {
+            const groupId = 'vt-grp-' + g.key.replace(/[^a-z0-9]/gi, '-');
+            html += `<div class="vt-time-group" id="${groupId}" data-time-key="${UI.escape(g.key)}">`;
+            html += `<div class="vt-time-label"><span class="vt-time-label-text">${UI.escape(g.label)}</span></div>`;
+            html += this._renderTimeGroupEntries(g.entries, this._currentIncidentType);
+            html += `</div>`;
         });
-        return Object.values(bucketMap).sort((a, b) => a.timestamp - b.timestamp);
+        html += '</div>';
+        return html;
     },
 
-    _mergeCloseBuckets(buckets) {
+    /* ======= Quanti-Strip ======= */
-        if (buckets.length < 2) return buckets;
+    _stripGranularity(stripEntries) {
-        const rangeStart = buckets[0].timestamp;
+        if (stripEntries.length < 2) return 'day';
-        const rangeEnd = buckets[buckets.length - 1].timestamp;
+        const ts = stripEntries.map(e => new Date(e.timestamp || 0).getTime()).filter(t => t > 0);
-        if (rangeEnd <= rangeStart) return buckets;
+        if (ts.length < 2) return 'day';
+        const span = Math.max(...ts) - Math.min(...ts);
+        const DAY = 86400000;
+        if (span <= 2 * DAY) return 'hour';
+        if (span <= 60 * DAY) return 'day';
+        if (span <= 365 * DAY) return 'week';
+        return 'month';
+    },
 
-        const container = document.getElementById('timeline');
+    _buildStripBuckets(stripEntries, granularity) {
-        const axisWidth = (container ? container.offsetWidth : 800) * 0.92;
+        if (stripEntries.length === 0) return [];
-        const maxCount = Math.max(...buckets.map(b => b.entries.length));
+        const ts = stripEntries.map(e => new Date(e.timestamp || 0).getTime()).filter(t => t > 0);
-        const result = [buckets[0]];
+        if (ts.length === 0) return [];
+        const minTs = Math.min(...ts);
+        const maxTs = Math.max(...ts);
 
-        for (let i = 1; i < buckets.length; i++) {
+        // Bucket-Start fuer minTs ermitteln
-            const prev = result[result.length - 1];
+        const minDate = new Date(minTs);
-            const curr = buckets[i];
+        const tzMin = _tz(minDate);
-
+        let firstStart;
-            const distPx = ((curr.timestamp - prev.timestamp) / (rangeEnd - rangeStart)) * axisWidth;
+        let stepMs;
-            const prevSize = Math.min(32, this._calcPointSize(prev.entries.length, maxCount));
+        if (granularity === 'hour') {
-            const currSize = Math.min(32, this._calcPointSize(curr.entries.length, maxCount));
+            firstStart = new Date(tzMin.year, tzMin.month, tzMin.date, tzMin.hours).getTime();
-            const minDistPx = (prevSize + currSize) / 2 + 6;
+            stepMs = 3600000;
-
+        } else if (granularity === 'day') {
-            if (distPx < minDistPx) {
+            firstStart = new Date(tzMin.year, tzMin.month, tzMin.date).getTime();
-                prev.entries = prev.entries.concat(curr.entries);
+            stepMs = 86400000;
+        } else if (granularity === 'week') {
+            const dow = (minDate.getDay() + 6) % 7; // 0=Mo
+            firstStart = new Date(tzMin.year, tzMin.month, tzMin.date - dow).getTime();
+            stepMs = 7 * 86400000;
         } else {
-                result.push(curr);
+            firstStart = new Date(tzMin.year, tzMin.month, 1).getTime();
+            stepMs = null; // dynamisch (Monatsgrenzen)
         }
-        }
-        return result;
-    },
 
-    _bucketPositionPercent(bucket, rangeStart, rangeEnd, totalBuckets) {
+        const buckets = [];
-        if (totalBuckets === 1) return 50;
+        const fmt = (t) => {
-        if (rangeEnd === rangeStart) return 50;
+            const d = new Date(t);
-        return ((bucket.timestamp - rangeStart) / (rangeEnd - rangeStart)) * 100;
+            if (granularity === 'hour') return d.toLocaleString('de-DE', { day: '2-digit', month: 'short', hour: '2-digit', minute: '2-digit', timeZone: TIMEZONE });
-    },
+            if (granularity === 'day') return d.toLocaleDateString('de-DE', { weekday: 'short', day: '2-digit', month: 'short', timeZone: TIMEZONE });
-
+            if (granularity === 'week') return 'Woche ab ' + d.toLocaleDateString('de-DE', { day: '2-digit', month: 'short', timeZone: TIMEZONE });
-    _calcPointSize(count, maxCount) {
+            return d.toLocaleDateString('de-DE', { month: 'long', year: 'numeric', timeZone: TIMEZONE });
-        if (maxCount <= 1) return 16;
-        const minSize = 12;
-        const maxSize = 32;
-        const logScale = Math.log(count + 1) / Math.log(maxCount + 1);
-        return Math.round(minSize + logScale * (maxSize - minSize));
-    },
-
-    _buildAxisLabels(buckets, granularity, timeOnly) {
-        if (buckets.length === 0) return [];
-        const maxLabels = 8;
-        const labels = [];
-        const rangeStart = buckets[0].timestamp;
-        const rangeEnd = buckets[buckets.length - 1].timestamp;
-
-        const getLabelText = (b) => {
-            if (timeOnly) {
-                // Bei Tages-Granularität: Uhrzeit des ersten Eintrags nehmen
-                const ts = (granularity === 'day' && b.entries && b.entries.length > 0)
-                    ? new Date(b.entries[0].timestamp || b.timestamp)
-                    : new Date(b.timestamp);
-                const tp = _tz(ts);
-                return tp.hours.toString().padStart(2, '0') + ':' + tp.minutes.toString().padStart(2, '0');
-            }
-            return b.label;
         };
 
-        if (buckets.length <= maxLabels) {
+        if (granularity === 'month') {
+            let d = new Date(firstStart);
+            while (d.getTime() <= maxTs && buckets.length < 240) {
+                const start = d.getTime();
+                const next = new Date(d.getFullYear(), d.getMonth() + 1, 1).getTime();
+                buckets.push({ start, end: next, label: fmt(start), articles: 0, snapshots: 0 });
+                d = new Date(next);
+            }
+        } else {
+            for (let t = firstStart; t <= maxTs && buckets.length < 240; t += stepMs) {
+                buckets.push({ start: t, end: t + stepMs, label: fmt(t), articles: 0, snapshots: 0 });
+            }
+        }
+
+        // Eintraege zaehlen
+        stripEntries.forEach(e => {
+            const ets = new Date(e.timestamp || 0).getTime();
+            // Linear-Suche, da Buckets sortiert; bei vielen Buckets ggf. Binary
+            for (let i = 0; i < buckets.length; i++) {
+                if (ets >= buckets[i].start && ets < buckets[i].end) {
+                    if (e.kind === 'article') buckets[i].articles++;
+                    else if (e.kind === 'snapshot') buckets[i].snapshots++;
+                    break;
+                }
+            }
+        });
+
+        return buckets;
+    },
+
+    _renderTimelineStrip(stripEntries) {
+        const granularity = this._stripGranularity(stripEntries);
+        const buckets = this._buildStripBuckets(stripEntries, granularity);
+        if (buckets.length === 0) return '';
+
+        const maxCount = Math.max(1, ...buckets.map(b => b.articles));
+        const win = this._activeStripWindow;
+
+        let html = '<div class="ht-strip">';
+        html += '<div class="ht-strip-cells">';
         buckets.forEach(b => {
-                labels.push({ text: getLabelText(b), pos: this._bucketPositionPercent(b, rangeStart, rangeEnd, buckets.length) });
+            const intensity = b.articles > 0 ? Math.min(1, b.articles / maxCount) : 0;
+            const cls = ['ht-strip-cell'];
+            if (b.snapshots > 0) cls.push('has-snapshot');
+            if (b.articles === 0 && b.snapshots === 0) cls.push('empty');
+            if (win && win.start === b.start && win.end === b.end) cls.push('active');
+            const tip = `${b.label}: ${b.articles} Meldung${b.articles === 1 ? '' : 'en'}` +
+                (b.snapshots > 0 ? ` + ${b.snapshots} Lagebericht${b.snapshots === 1 ? '' : 'e'}` : '');
+            // data-Attribute statt JSON-String im onclick-Inline (vermeidet Quote-Konflikte bei Labels mit Komma/Anführungszeichen)
+            html += `<div class="${cls.join(' ')}" style="--intensity:${intensity.toFixed(3)};" title="${UI.escape(tip)}" data-start="${b.start}" data-end="${b.end}" data-label="${UI.escape(b.label || '')}" onclick="App.handleStripClick(this)"></div>`;
         });
+        html += '</div>';
+
+        // Wenige Datums-Labels unter dem Strip
+        const labelCount = Math.min(buckets.length, 6);
+        const stride = Math.max(1, Math.floor(buckets.length / labelCount));
+        const labelTexts = [];
+        for (let i = 0; i < buckets.length; i += stride) {
+            const b = buckets[i];
+            const d = new Date(b.start);
+            let txt;
+            if (granularity === 'hour') txt = d.toLocaleTimeString('de-DE', { hour: '2-digit', minute: '2-digit', timeZone: TIMEZONE });
+            else if (granularity === 'day') txt = d.toLocaleDateString('de-DE', { day: '2-digit', month: 'short', timeZone: TIMEZONE });
+            else if (granularity === 'week') txt = 'KW ' + d.toLocaleDateString('de-DE', { day: '2-digit', month: 'short', timeZone: TIMEZONE });
+            else txt = d.toLocaleDateString('de-DE', { month: 'short', year: '2-digit', timeZone: TIMEZONE });
+            labelTexts.push({ text: txt, idx: i });
+        }
+        if (labelTexts.length) {
+            html += '<div class="ht-strip-labels" style="grid-template-columns: repeat(' + buckets.length + ', 1fr);">';
+            const seen = new Set(labelTexts.map(l => l.idx));
+            for (let i = 0; i < buckets.length; i++) {
+                if (seen.has(i)) {
+                    const t = labelTexts.find(l => l.idx === i).text;
+                    html += `<div class="ht-strip-label">${UI.escape(t)}</div>`;
                 } else {
-            const step = (buckets.length - 1) / (maxLabels - 1);
+                    html += '<div></div>';
-            for (let i = 0; i < maxLabels; i++) {
-                const idx = Math.round(i * step);
-                const b = buckets[idx];
-                labels.push({ text: getLabelText(b), pos: this._bucketPositionPercent(b, rangeStart, rangeEnd, buckets.length) });
                 }
             }
-        return labels;
+            html += '</div>';
-    },
-
-    _thinLabels(labels, minGapPercent) {
-        if (!labels || labels.length <= 1) return labels;
-        const gap = minGapPercent || 8;
-        const result = [labels[0]];
-        for (let i = 1; i < labels.length; i++) {
-            if (labels[i].pos - result[result.length - 1].pos >= gap) {
-                result.push(labels[i]);
         }
-        }
+        html += '</div>';
-        return result;
+        return html;
-    },
-
-    _buildDayMarkers(buckets, rangeStart, rangeEnd) {
-        const seen = {};
-        const markers = [];
-        buckets.forEach(b => {
-            const d = new Date(b.timestamp);
-            const bp = _tz(d);
-            const dayKey = `${bp.year}-${bp.month}-${bp.date}`;
-            if (!seen[dayKey]) {
-                seen[dayKey] = true;
-                const np = _tz(new Date());
-                const todayKey = `${np.year}-${np.month}-${np.date}`;
-                const yp = _tz(new Date(Date.now() - 86400000));
-                const yesterdayKey = `${yp.year}-${yp.month}-${yp.date}`;
-                let label;
-                const dateStr = d.toLocaleDateString('de-DE', { day: '2-digit', month: 'short', timeZone: TIMEZONE });
-                if (dayKey === todayKey) {
-                    label = 'Heute, ' + dateStr;
-                } else if (dayKey === yesterdayKey) {
-                    label = 'Gestern, ' + dateStr;
-                } else {
-                    label = d.toLocaleDateString('de-DE', { weekday: 'short', day: '2-digit', month: 'short', timeZone: TIMEZONE });
-                }
-                const pos = this._bucketPositionPercent(b, rangeStart, rangeEnd, buckets.length);
-                markers.push({ text: label, pos });
-            }
-        });
-        return markers;
-    },
-
-    _renderDetailPanel(bucket) {
-        const type = this._currentIncidentType;
-        const sorted = [...bucket.entries].sort((a, b) => {
-            if (a.kind === 'snapshot' && b.kind !== 'snapshot') return -1;
-            if (a.kind !== 'snapshot' && b.kind === 'snapshot') return 1;
-            return new Date(b.timestamp || 0) - new Date(a.timestamp || 0);
-        });
-
-        let entriesHtml = '';
-        sorted.forEach(e => {
-            if (e.kind === 'snapshot') {
-                entriesHtml += this._renderSnapshotEntry(e.data);
-            } else {
-                entriesHtml += this._renderArticleEntry(e.data, type, 0);
-            }
-        });
-
-        return `<div class="ht-detail-panel">
-            <div class="ht-detail-header">
-                <span class="ht-detail-title">${UI.escape(bucket.label)} (${bucket.entries.length} Eintr${bucket.entries.length === 1 ? 'ag' : 'äge'})</span>
-                <button class="ht-detail-close" onclick="App.closeTimelineDetail()">&times;</button>
-            </div>
-            <div class="ht-detail-content">${entriesHtml}</div>
-        </div>`;
     },
 
     setTimelineFilter(filter) {
         this._timelineFilter = filter;
-        this._activePointIndex = null;
+        this._activeStripWindow = null;
         document.querySelectorAll('.ht-filter-btn').forEach(btn => {
             const isActive = btn.dataset.filter === filter;
             btn.classList.toggle('active', isActive);
@@ -1390,7 +1459,7 @@ const App = {
 
     setTimelineRange(range) {
         this._timelineRange = range;
-        this._activePointIndex = null;
+        this._activeStripWindow = null;
         document.querySelectorAll('.ht-range-btn').forEach(btn => {
             const isActive = btn.dataset.range === range;
             btn.classList.toggle('active', isActive);
@@ -1399,20 +1468,34 @@ const App = {
         this.rerenderTimeline();
     },
 
-    openTimelineDetail(bucketIndex) {
+    /** Robuster Click-Handler fuer Heatmap-Cells (vermeidet Quote-Konflikte). */
-        if (this._activePointIndex === bucketIndex) {
+    handleStripClick(el) {
-            this._activePointIndex = null;
+        if (!el) return;
-        } else {
+        const start = parseInt(el.dataset.start, 10);
-            this._activePointIndex = bucketIndex;
+        const end = parseInt(el.dataset.end, 10);
+        const label = el.dataset.label || '';
+        if (!isNaN(start) && !isNaN(end)) {
+            this.openTimelineWindow(start, end, label);
         }
-        this.rerenderTimeline();
-        this._resizeTimelineTile();
     },
 
-    closeTimelineDetail() {
+    /** Klick auf Heatmap-Balken: Stream auf dieses Zeitfenster filtern.
-        this._activePointIndex = null;
+     *  Zweiter Klick auf denselben Balken hebt den Filter auf.
+     */
+    openTimelineWindow(startMs, endMs, label) {
+        const win = this._activeStripWindow;
+        if (win && win.start === startMs && win.end === endMs) {
+            this._activeStripWindow = null;
+        } else {
+            this._activeStripWindow = { start: startMs, end: endMs, label: label || '' };
+        }
+        this.rerenderTimeline();
+    },
+
+    /** Strip-Filter aufheben (z.B. via Banner-Button). */
+    clearStripWindow() {
+        this._activeStripWindow = null;
         this.rerenderTimeline();
-        this._resizeTimelineTile();
     },
 
     _resizeTimelineTile() {
@@ -1847,6 +1930,11 @@ async handleRefresh() {
             this._updateRefreshButton(true);
             // showProgress called via handleStatusUpdate
             const result = await API.refreshIncident(this.currentIncidentId);
+            // Pipeline auf "pending" setzen, damit alte gruene Haekchen nicht
+            // faelschlich "schon fertig" suggerieren waehrend die Lage in der Queue steht
+            if (typeof Pipeline !== 'undefined' && Pipeline.beginQueue) {
+                Pipeline.beginQueue(this.currentIncidentId);
+            }
             if (result && result.status === 'skipped') {
                 UI.showToast('Aktualisierung ist in der Warteschlange und wird ausgefuehrt, sobald die aktuelle Recherche abgeschlossen ist.', 'info');
             } else {
@@ -2068,8 +2156,19 @@ async handleRefresh() {
     _updateRefreshButton(disabled) {
         const btn = document.getElementById('refresh-btn');
         if (!btn) return;
+        // Hard-Stop: Lese-Modus (Budget aufgebraucht / Lizenz abgelaufen) -> immer disabled
+        if (this.user && this.user.read_only) {
+            btn.disabled = true;
+            const reason = this.user.read_only_reason;
+            btn.textContent = reason === 'budget_exceeded' ? 'Budget aufgebraucht' : 'Nur Lesezugriff';
+            btn.title = reason === 'budget_exceeded'
+                ? 'Token-Budget aufgebraucht. Bitte Verwaltung kontaktieren.'
+                : 'Lizenz erlaubt keinen Schreibzugriff';
+            return;
+        }
         btn.disabled = disabled;
         btn.textContent = disabled ? 'Läuft...' : 'Aktualisieren';
+        btn.title = '';
     },
 
     async handleDelete() {

src/static/js/components.js

@@ -334,9 +334,18 @@ const UI = {
         // Blocking (no close) for first refresh
         if (state.isFirst) {
             overlay.classList.add('blocking');
-            // Apply blur to grid
+            // Apply blur to incident-view (Header + Tab-Panels gemeinsam).
-            const grid = document.querySelector('.tab-panels');
+            const blurTarget = document.getElementById('incident-view');
-            if (grid) grid.classList.add('blurred');
+            if (blurTarget) {
+                blurTarget.classList.add('refresh-blurred');
+                // Sicherheitsnetz: bei viel DOM-Reshuffle im selben Tick
+                // (Display-Wechsel, renderSidebar, leere innerHTML) greift
+                // CSS filter:blur erst beim naechsten Layout-Pass. Im
+                // naechsten Frame nochmal setzen — idempotent.
+                requestAnimationFrame(() => {
+                    if (state && state.isFirst) blurTarget.classList.add('refresh-blurred');
+                });
+            }
         } else {
             overlay.classList.remove('blocking');
         }
@@ -345,9 +354,22 @@ const UI = {
         const minBtn = document.getElementById('progress-popup-minimize');
         if (minBtn) minBtn.style.display = state.isFirst ? 'none' : '';
 
-        // Title
+        // Title - haengt von Status ab (queued = wartet, cancelling = bricht ab, sonst laeuft)
         const titleEl = document.getElementById('progress-popup-title');
-        if (titleEl) titleEl.textContent = state.isFirst ? 'Erste Recherche l\u00e4uft' : 'Aktualisierung l\u00e4uft';
+        if (titleEl) {
+            let title;
+            if (status === 'queued') {
+                const pos = (state && state._queuePos) ? ' (#' + state._queuePos + ')' : '';
+                title = 'In Warteschlange' + pos;
+            } else if (status === 'cancelling') {
+                title = 'Wird abgebrochen\u2026';
+            } else if (state.isFirst) {
+                title = 'Erste Recherche l\u00e4uft';
+            } else {
+                title = 'Aktualisierung l\u00e4uft';
+            }
+            titleEl.textContent = title;
+        }
 
         // Multi-pass info
         const passEl = document.getElementById('progress-popup-pass');
@@ -465,8 +487,8 @@ const UI = {
 
         if (incidentId === App.currentIncidentId) {
             // Remove blur
-            const grid = document.querySelector('.tab-panels');
+            const blurTarget = document.getElementById('incident-view');
-            if (grid) grid.classList.remove('blurred');
+            if (blurTarget) blurTarget.classList.remove('refresh-blurred');
 
             const overlay = document.getElementById('progress-overlay');
             if (overlay) {
@@ -559,8 +581,8 @@ const UI = {
         if (!incidentId) incidentId = App.currentIncidentId;
 
         // Remove blur
-        const grid = document.querySelector('.tab-panels');
+        const blurTarget = document.getElementById('incident-view');
-        if (grid) grid.classList.remove('blurred');
+        if (blurTarget) blurTarget.classList.remove('refresh-blurred');
 
         if (incidentId === App.currentIncidentId) {
             const overlay = document.getElementById('progress-overlay');
@@ -962,8 +984,9 @@ const UI = {
         html += '<div class="source-overview-grid">';
         data.sources.forEach(s => {
             const langs = (s.languages || ['de']).map(l => (l || 'de').toUpperCase()).join('/');
-            html += `<div class="source-overview-item">
+            const sourceName = this.escape(s.source || 'Unbekannt');
-                <span class="source-overview-name">${this.escape(s.source || 'Unbekannt')}</span>
+            html += `<div class="source-overview-item" data-source="${sourceName}" tabindex="0" role="button" aria-expanded="false" onclick="App.toggleSourceOverviewDetail(this)" onkeydown="if(event.key==='Enter'||event.key===' '){event.preventDefault();App.toggleSourceOverviewDetail(this);}">
+                <span class="source-overview-name">${sourceName}</span>
                 <span class="source-overview-lang">${langs}</span>
                 <span class="source-overview-count">${s.article_count}</span>
             </div>`;

src/static/js/layout.js

@@ -3,7 +3,7 @@
  * Nur ein Tab-Panel gleichzeitig sichtbar, pro Lage gemerkt in localStorage.
  */
 const LayoutManager = {
-    TAB_ORDER: ['zusammenfassung', 'lagebild', 'timeline', 'karte', 'faktencheck', 'quellen'],
+    TAB_ORDER: ['zusammenfassung', 'lagebild', 'timeline', 'karte', 'faktencheck', 'pipeline', 'quellen'],
     _currentIncidentId: null,
     _initialized: false,
 

src/static/js/pipeline.js

@@ -0,0 +1,592 @@
+/**
+ * Pipeline-Modul: Visualisierung der Analysepipeline pro Lage.
+ *
+ * - Liest Pipeline-Definition + letzten Refresh-Stand vom Backend
+ *   (GET /api/incidents/{id}/pipeline)
+ * - Hört auf WebSocket-Events vom Typ "pipeline_step" und animiert Live
+ *   den jeweils aktiven Schritt
+ * - Bei Lagen-Wechsel wird die Visualisierung an die neue Lage neu gebunden
+ *
+ * Stilkonzept:
+ * - Blöcke = Karten mit Icon + Titel + Zahl
+ * - Verbindungspfeile als SVG zwischen den Blöcken
+ * - Aktiver Block: pulsierender Glow (CSS-Klasse .is-active)
+ * - Fertiger Block: Häkchen + dezente Outline (.is-done)
+ * - Übersprungener Block: ausgeblendet (laut Anforderung)
+ * - Multi-Pass (Research): am letzten Block leuchtet ein Schleifen-Pfeil auf
+ */
+const Pipeline = {
+    _incidentId: null,
+    _definition: null,        // PIPELINE_STEPS vom Backend
+    _stateByKey: {},          // step_key -> {status, count_value, count_secondary, pass_number}
+    _snapshotState: null,     // deep-copy von _stateByKey vor Refresh-Start (fuer Cancel-Restore)
+    _isResearch: false,
+    _passTotal: 1,
+    _lastRefreshHeader: null,
+    _hoverTooltipEl: null,
+    _isLoading: false,
+    _wsBound: false,
+    _icons: {
+        search: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="11" cy="11" r="7"/><path d="M21 21l-4.3-4.3"/></svg>',
+        rss: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 11a9 9 0 0 1 9 9"/><path d="M4 4a16 16 0 0 1 16 16"/><circle cx="5" cy="19" r="1.5"/></svg>',
+        'copy-x': '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="13" height="13" rx="2"/><path d="M8 21h11a2 2 0 0 0 2-2V8"/><path d="M11 11l4 4M15 11l-4 4"/></svg>',
+        scale: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M12 3v18"/><path d="M5 8h14"/><path d="M5 8l-3 7h6z"/><path d="M19 8l-3 7h6z"/></svg>',
+        'map-pin': '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M12 22s7-7 7-13a7 7 0 0 0-14 0c0 6 7 13 7 13z"/><circle cx="12" cy="9" r="2.5"/></svg>',
+        'file-text': '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M14 3H6a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V9z"/><path d="M14 3v6h6"/><path d="M8 13h8M8 17h8M8 9h2"/></svg>',
+        shield: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M12 2l8 4v6c0 5-3.5 9-8 10-4.5-1-8-5-8-10V6z"/><path d="M9 12l2 2 4-4"/></svg>',
+        'check-circle': '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><path d="M8 12l3 3 5-6"/></svg>',
+        bell: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M6 8a6 6 0 0 1 12 0c0 7 3 9 3 9H3s3-2 3-9"/><path d="M10 21a2 2 0 0 0 4 0"/></svg>',
+    },
+
+    /** Wird einmal beim Seitenstart aufgerufen, hängt sich an WebSocket. */
+    init() {
+        if (this._wsBound) return;
+        if (typeof WS !== 'undefined' && WS.on) {
+            WS.on('pipeline_step', (msg) => this._onWsStep(msg));
+            // Erfolg: API-State neu laden (finaler Stand sichtbar)
+            WS.on('refresh_complete', (msg) => this._onRefreshDoneSuccess(msg));
+            // Cancel/Error: vor-Refresh-Snapshot zurueckspielen, damit Pipeline nicht im Mix-Zustand stehen bleibt
+            WS.on('refresh_cancelled', (msg) => this._onRefreshDoneCancel(msg));
+            WS.on('refresh_error', (msg) => this._onRefreshDoneError(msg));
+            this._wsBound = true;
+        }
+        // Hover-Tooltip-Element vorbereiten
+        if (!this._hoverTooltipEl) {
+            const t = document.createElement('div');
+            t.className = 'pipeline-tooltip';
+            t.setAttribute('role', 'tooltip');
+            document.body.appendChild(t);
+            this._hoverTooltipEl = t;
+        }
+        // Klick auf Body schliesst Tooltip-Popup
+        document.addEventListener('click', (e) => {
+            if (!e.target.closest('.pipeline-block') && !e.target.closest('.pipeline-popup')) {
+                this._closePopup();
+            }
+        });
+    },
+
+    /** Bindet die Pipeline an eine Lage. Lädt Daten und rendert. */
+    async bindToIncident(incidentId) {
+        this._incidentId = incidentId;
+        this._stateByKey = {};
+        this._snapshotState = null;  // Snapshot ist immer lagen-spezifisch
+        this._isResearch = false;
+        this._passTotal = 1;
+        this._lastRefreshHeader = null;
+        this._renderEmpty('Lade...');
+        if (incidentId == null) return;
+
+        this._isLoading = true;
+        try {
+            const data = await API.getPipeline(incidentId);
+            // Lagen-Wechsel waehrend Request: alte Antwort verwerfen
+            if (this._incidentId !== incidentId) return;
+
+            this._definition = data.steps_definition || [];
+            this._isResearch = !!data.is_research;
+            this._lastRefreshHeader = data.last_refresh || null;
+            this._passTotal = (data.last_refresh && data.last_refresh.pass_total) || 1;
+
+            // Letzten Stand pro step_key konsolidieren (bei Multi-Pass: letzter Pass-Eintrag gewinnt)
+            (data.steps || []).forEach(s => {
+                const key = s.step_key;
+                const prev = this._stateByKey[key];
+                if (!prev || (s.pass_number || 1) >= (prev.pass_number || 1)) {
+                    this._stateByKey[key] = {
+                        status: s.status,
+                        count_value: s.count_value,
+                        count_secondary: s.count_secondary,
+                        pass_number: s.pass_number || 1,
+                    };
+                }
+            });
+
+            this._render();
+            this._renderMini();
+
+            // Edge-Case: Lage ist gerade in Queue (z.B. via Lagen-Wechsel beim
+            // Klick in der Sidebar). API liefert den LETZTEN gespeicherten Stand
+            // (alles done = gruen), aber tatsaechlich wartet ein neuer Refresh.
+            // -> beginQueue() selbst ausloesen, damit Icons grau zeigen.
+            try {
+                if (typeof App !== 'undefined' && App._refreshingIncidents
+                    && App._refreshingIncidents.has(incidentId)
+                    && typeof UI !== 'undefined' && UI._progressState
+                    && UI._progressState[incidentId]
+                    && UI._progressState[incidentId].step === 'queued') {
+                    this.beginQueue(incidentId);
+                }
+            } catch (e) { /* tolerant */ }
+        } catch (e) {
+            console.warn('Pipeline laden fehlgeschlagen:', e);
+            this._renderEmpty('Pipeline-Daten konnten nicht geladen werden.');
+        } finally {
+            this._isLoading = false;
+        }
+    },
+
+    /** WebSocket: einzelner Pipeline-Schritt-Status. */
+    _onWsStep(msg) {
+        if (!msg || !msg.data) return;
+        if (this._incidentId == null || msg.incident_id !== this._incidentId) return;
+
+        const d = msg.data;
+        const key = d.step_key;
+        if (!key) return;
+
+        // State aktualisieren, letzter Pass gewinnt
+        const prev = this._stateByKey[key];
+        const passNr = d.pass_number || 1;
+        if (!prev || passNr >= (prev.pass_number || 1)) {
+            this._stateByKey[key] = {
+                status: d.status,
+                count_value: d.count_value !== undefined ? d.count_value : (prev ? prev.count_value : null),
+                count_secondary: d.count_secondary !== undefined ? d.count_secondary : (prev ? prev.count_secondary : null),
+                pass_number: passNr,
+            };
+        }
+
+        // Multi-Pass-Erkennung: pass_number > _passTotal -> erweitern + Loop-Animation triggern
+        if (passNr > this._passTotal) {
+            this._passTotal = passNr;
+            // Schleifen-Pfeil aufflackern
+            const stage = document.getElementById('pipeline-stage');
+            if (stage) {
+                stage.classList.add('is-looping');
+                setTimeout(() => stage.classList.remove('is-looping'), 1500);
+            }
+        }
+
+        // Wenn der ERSTE Schritt (sources_review) auf "active" geht, beginnt ein neuer
+        // Refresh oder ein neuer Multi-Pass-Durchlauf — alle nachfolgenden Schritte auf
+        // "pending" (grau) zuruecksetzen, damit der User sieht: das ist neu und
+        // noch nicht durchlaufen. Sonst stehen sie als "done" vom letzten Mal da.
+        let didReset = false;
+        if (d.status === 'active' && this._definition && this._definition.length
+            && key === this._definition[0].key) {
+            this._definition.forEach(s => {
+                if (s.key !== key && this._stateByKey[s.key]) {
+                    this._stateByKey[s.key].status = 'pending';
+                    didReset = true;
+                }
+            });
+        }
+
+        if (didReset) {
+            // Beim Reset alle Bloecke neu zeichnen, nicht nur den aktuellen
+            this._render();
+            this._renderMini();
+        } else {
+            this._patchBlock(key);
+            this._patchMiniBlock(key);
+        }
+    },
+
+    /**
+     * Wird vom Frontend gerufen, wenn ein Refresh angestossen wurde (queued).
+     * Macht einen Snapshot des aktuellen Pipeline-Stands (zur spaeteren Wiederherstellung
+     * bei Cancel/Error) und setzt dann alle Steps auf "pending" - damit der User sieht:
+     * "neuer Refresh laeuft an, alte gruene Haekchen sind nicht mehr aktuell".
+     */
+    beginQueue(incidentId) {
+        if (this._incidentId !== incidentId) return;          // andere Lage offen
+        if (!this._definition) return;                        // noch keine Pipeline-Definition geladen
+        // Aktuellen Stand sichern (deep-copy). Bei Mehrfach-Refresh ohne Cancel
+        // dazwischen wird der Snapshot bewusst ueberschrieben - er soll immer
+        // der "Stand kurz vor diesem Refresh" sein.
+        this._snapshotState = JSON.parse(JSON.stringify(this._stateByKey));
+        // Alle Steps auf pending setzen
+        this._definition.forEach(s => {
+            if (this._stateByKey[s.key]) {
+                this._stateByKey[s.key].status = 'pending';
+            } else {
+                this._stateByKey[s.key] = { status: 'pending', count_value: null, count_secondary: null, pass_number: 1 };
+            }
+        });
+        this._render();
+        this._renderMini();
+    },
+
+    /** Restauriert den letzten Snapshot. Rueckgabe: true bei Erfolg, false wenn keiner da war. */
+    _restoreSnapshot() {
+        if (!this._snapshotState) return false;
+        this._stateByKey = this._snapshotState;
+        this._snapshotState = null;
+        this._render();
+        this._renderMini();
+        return true;
+    },
+
+    _onRefreshDoneSuccess(msg) {
+        if (this._incidentId == null || (msg && msg.incident_id !== this._incidentId)) return;
+        this._snapshotState = null;  // verworfen, neuer Stand wird vom API geladen
+        // Daten frisch nachladen, damit Header (Dauer) und finale Zahlen passen
+        setTimeout(() => {
+            if (this._incidentId != null) this.bindToIncident(this._incidentId);
+        }, 600);
+    },
+
+    _onRefreshDoneCancel(msg) {
+        if (this._incidentId == null || (msg && msg.incident_id !== this._incidentId)) return;
+        if (!this._restoreSnapshot()) {
+            // Kein Snapshot vorhanden (z.B. Page-Reload mitten im Refresh) -> wie bisher API-Reload
+            setTimeout(() => {
+                if (this._incidentId != null) this.bindToIncident(this._incidentId);
+            }, 600);
+        }
+    },
+
+    _onRefreshDoneError(msg) {
+        // Wie Cancel: vorheriger Stand zurueck (nicht im Mix-Zustand stehenbleiben)
+        this._onRefreshDoneCancel(msg);
+    },
+
+    /** Vollbild-Pipeline (Tab "Analysepipeline") als 3x3-Snake rendern. */
+    _render() {
+        const stage = document.getElementById('pipeline-stage');
+        const meta = document.getElementById('pipeline-header-meta');
+        const sidenote = document.getElementById('pipeline-sidenote');
+        if (!stage) return;
+
+        if (meta) meta.textContent = this._formatHeader();
+        if (sidenote) sidenote.hidden = !this._isResearch;
+
+        // Brandneue Lage ohne Refresh
+        if (!this._lastRefreshHeader) {
+            this._renderEmpty('Noch nie aktualisiert. Starte den ersten Refresh.');
+            return;
+        }
+
+        // Sichtbare Blöcke (skipped komplett ausgeblendet, Anforderung 4b)
+        const visible = (this._definition || []).filter(s => {
+            const st = this._stateByKey[s.key];
+            return !st || st.status !== 'skipped';
+        });
+
+        // In Dreier-Reihen aufteilen, Snake-Direction abwechselnd
+        const ROW_SIZE = 3;
+        const rows = [];
+        for (let i = 0; i < visible.length; i += ROW_SIZE) {
+            rows.push({
+                steps: visible.slice(i, i + ROW_SIZE),
+                direction: (rows.length % 2 === 0) ? 'ltr' : 'rtl',
+            });
+        }
+
+        let trackHtml = '';
+        rows.forEach((row, rowIdx) => {
+            const isLastRow = rowIdx === rows.length - 1;
+            let rowHtml = `<div class="pipeline-row" data-direction="${row.direction}">`;
+            row.steps.forEach((s, i) => {
+                const isLastBlockOverall = isLastRow && i === row.steps.length - 1;
+                rowHtml += this._renderBlock(s, isLastBlockOverall);
+                // Inner-Pfeil zwischen Blöcken einer Reihe (nicht hinter dem letzten)
+                if (i < row.steps.length - 1) {
+                    rowHtml += `<div class="pipeline-arrow" data-from="${s.key}" data-arrow-type="inner"></div>`;
+                }
+            });
+            rowHtml += '</div>';
+            trackHtml += rowHtml;
+
+            // U-Turn-Pfeil zwischen dieser und der nächsten Reihe
+            if (!isLastRow) {
+                const lastInRow = row.steps[row.steps.length - 1];
+                const side = row.direction === 'ltr' ? 'right' : 'left';
+                trackHtml += this._renderUturn(side, lastInRow.key);
+            }
+        });
+
+        stage.innerHTML = `<div class="pipeline-track">${trackHtml}</div>`;
+        this._bindBlockEvents(stage);
+    },
+
+    _renderBlock(stepDef, isLastOverall) {
+        const st = this._stateByKey[stepDef.key];
+        const status = (st && st.status) || 'pending';
+        const cv = st ? st.count_value : null;
+        const cs = st ? st.count_secondary : null;
+        const loopMark = isLastOverall && this._isResearch
+            ? `<div class="pipeline-loop" title="Mehrfach-Durchlauf"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 12a9 9 0 1 1-3-6.7"/><path d="M21 4v5h-5"/></svg></div>`
+            : '';
+        const icon = this._icons[stepDef.icon] || this._icons.search;
+        return `
+            <div class="pipeline-block status-${status}" data-step-key="${stepDef.key}" tabindex="0" aria-label="${this._escape(stepDef.label)}">
+                <div class="pipeline-block-icon">${icon}</div>
+                <div class="pipeline-block-title">${this._escape(stepDef.label)}</div>
+                <div class="pipeline-block-count">${this._formatCount(stepDef.key, cv, cs, status)}</div>
+                <div class="pipeline-block-check" aria-hidden="true">
+                    <svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round"><path d="M5 12l5 5 9-11"/></svg>
+                </div>
+                ${loopMark}
+            </div>
+        `;
+    },
+
+    /** Kompakter Reihenwechsel-Pfeil: kurzer ↓ direkt unter dem letzten Block der oberen Reihe. */
+    _renderUturn(side, fromKey) {
+        const arrowSvg = `
+            <div class="uturn-arrow">
+                <svg viewBox="0 0 24 32" preserveAspectRatio="xMidYMid meet">
+                    <path d="M 12 2 L 12 24" class="pipeline-uturn-path"/>
+                    <polyline points="6,18 12,24 18,18" class="pipeline-uturn-head"/>
+                </svg>
+            </div>`;
+        const spacers = '<span class="uturn-spacer"></span><span class="uturn-spacer"></span>';
+        const inner = side === 'right' ? (spacers + arrowSvg) : (arrowSvg + spacers);
+        return `
+            <div class="pipeline-uturn" data-side="${side}" data-from="${fromKey}" data-arrow-type="uturn" aria-hidden="true">
+                ${inner}
+            </div>
+        `;
+    },
+
+    /** Einzelnen Block neu zeichnen (ohne kompletten Re-Render). */
+    _patchBlock(stepKey) {
+        const stage = document.getElementById('pipeline-stage');
+        if (!stage) return;
+        const def = (this._definition || []).find(s => s.key === stepKey);
+        if (!def) return;
+        const st = this._stateByKey[stepKey];
+        const status = (st && st.status) || 'pending';
+
+        // Übersprungene komplett ausblenden -> kompletter Re-Render
+        if (status === 'skipped') {
+            this._render();
+            return;
+        }
+
+        const block = stage.querySelector(`.pipeline-block[data-step-key="${stepKey}"]`);
+        if (!block) {
+            // Block fehlt im DOM (z.B. vorher skipped): kompletter Re-Render
+            this._render();
+            return;
+        }
+        block.className = `pipeline-block status-${status}`;
+        block.setAttribute('tabindex', '0');
+        const cv = st ? st.count_value : null;
+        const cs = st ? st.count_secondary : null;
+        const cEl = block.querySelector('.pipeline-block-count');
+        if (cEl) cEl.innerHTML = this._formatCount(stepKey, cv, cs, status);
+
+        // Aktiven Pfeil/U-Turn zum nächsten Block markieren (alles mit data-from)
+        stage.querySelectorAll('.pipeline-arrow, .pipeline-uturn')
+             .forEach(a => a.classList.remove('is-flowing'));
+        if (status === 'done') {
+            const next = stage.querySelector(`[data-from="${stepKey}"]`);
+            if (next) next.classList.add('is-flowing');
+        }
+    },
+
+    _bindBlockEvents(stage) {
+        stage.querySelectorAll('.pipeline-block').forEach(block => {
+            const key = block.getAttribute('data-step-key');
+            const def = (this._definition || []).find(s => s.key === key);
+            if (!def) return;
+
+            block.addEventListener('mouseenter', (e) => this._showTooltip(e, def));
+            block.addEventListener('mouseleave', () => this._hideTooltip());
+            block.addEventListener('focus', (e) => this._showTooltip(e, def));
+            block.addEventListener('blur', () => this._hideTooltip());
+            block.addEventListener('click', (e) => {
+                e.stopPropagation();
+                this._openPopup(def);
+            });
+            block.addEventListener('keydown', (e) => {
+                if (e.key === 'Enter' || e.key === ' ') {
+                    e.preventDefault();
+                    this._openPopup(def);
+                }
+            });
+        });
+    },
+
+    _showTooltip(evt, def) {
+        if (!this._hoverTooltipEl) return;
+        this._hoverTooltipEl.textContent = def.tooltip || def.label;
+        this._hoverTooltipEl.classList.add('visible');
+        const rect = evt.currentTarget.getBoundingClientRect();
+        const tipW = 280;
+        let left = rect.left + rect.width / 2 - tipW / 2;
+        if (left < 8) left = 8;
+        if (left + tipW > window.innerWidth - 8) left = window.innerWidth - tipW - 8;
+        this._hoverTooltipEl.style.left = left + 'px';
+        this._hoverTooltipEl.style.top = (rect.top - 8) + 'px';
+        this._hoverTooltipEl.style.transform = 'translateY(-100%)';
+    },
+
+    _hideTooltip() {
+        if (!this._hoverTooltipEl) return;
+        this._hoverTooltipEl.classList.remove('visible');
+    },
+
+    _openPopup(def) {
+        this._closePopup();
+        const popup = document.createElement('div');
+        popup.className = 'pipeline-popup';
+        popup.setAttribute('role', 'dialog');
+        popup.innerHTML = `
+            <div class="pipeline-popup-inner">
+                <div class="pipeline-popup-title">${this._escape(def.label)}</div>
+                <div class="pipeline-popup-text">${this._escape(def.tooltip || '')}</div>
+                <button class="pipeline-popup-close" aria-label="Schliessen">&times;</button>
+            </div>
+        `;
+        popup.querySelector('.pipeline-popup-close').addEventListener('click', () => this._closePopup());
+        document.body.appendChild(popup);
+        // ESC schliesst
+        this._escListener = (e) => { if (e.key === 'Escape') this._closePopup(); };
+        document.addEventListener('keydown', this._escListener);
+    },
+
+    _closePopup() {
+        const existing = document.querySelector('.pipeline-popup');
+        if (existing) existing.remove();
+        if (this._escListener) {
+            document.removeEventListener('keydown', this._escListener);
+            this._escListener = null;
+        }
+    },
+
+    /** Mini-Variante (Refresh-Popup): Icons + Status, keine Zahlen, keine Tooltips. */
+    _renderMini() {
+        const mini = document.getElementById('progress-pipeline-mini');
+        if (!mini) return;
+        if (!this._definition || !this._definition.length) {
+            mini.innerHTML = '';
+            return;
+        }
+        const visible = this._definition.filter(s => {
+            const st = this._stateByKey[s.key];
+            return !st || st.status !== 'skipped';
+        });
+        const html = visible.map((s, i) => {
+            const st = this._stateByKey[s.key];
+            const status = (st && st.status) || 'pending';
+            const icon = this._icons[s.icon] || this._icons.search;
+            const sep = (i < visible.length - 1) ? '<span class="pipeline-mini-sep" aria-hidden="true"></span>' : '';
+            return `<span class="pipeline-mini-block status-${status}" data-step-key="${s.key}" title="${this._escape(s.label)}">${icon}</span>${sep}`;
+        }).join('');
+        mini.innerHTML = html;
+    },
+
+    _patchMiniBlock(stepKey) {
+        const mini = document.getElementById('progress-pipeline-mini');
+        if (!mini) return;
+        const st = this._stateByKey[stepKey];
+        const status = (st && st.status) || 'pending';
+        if (status === 'skipped') {
+            this._renderMini();
+            return;
+        }
+        const el = mini.querySelector(`.pipeline-mini-block[data-step-key="${stepKey}"]`);
+        if (!el) {
+            this._renderMini();
+            return;
+        }
+        el.className = `pipeline-mini-block status-${status}`;
+    },
+
+    _renderEmpty(msg) {
+        const stage = document.getElementById('pipeline-stage');
+        const meta = document.getElementById('pipeline-header-meta');
+        const sidenote = document.getElementById('pipeline-sidenote');
+        if (meta) meta.textContent = '';
+        if (sidenote) sidenote.hidden = true;
+        if (stage) stage.innerHTML = `<div class="pipeline-empty">${msg}</div>`;
+        // Mini im Refresh-Popup zuruecksetzen
+        const mini = document.getElementById('progress-pipeline-mini');
+        if (mini) mini.innerHTML = '';
+    },
+
+    _formatHeader() {
+        const r = this._lastRefreshHeader;
+        if (!r) return '';
+        let parts = [];
+        if (r.started_at) {
+            const rel = this._relativeTime(r.started_at);
+            parts.push(rel ? `Letzter Refresh: ${rel}` : `Letzter Refresh: ${r.started_at}`);
+        }
+        if (r.duration_sec != null) {
+            parts.push(`Dauer: ${r.duration_sec} s`);
+        }
+        if (r.status === 'running') {
+            parts = ['Aktualisierung läuft...'];
+        } else if (r.status === 'cancelled') {
+            parts.push('abgebrochen');
+        } else if (r.status === 'error') {
+            parts.push('mit Fehler beendet');
+        }
+        return parts.join(' · ');
+    },
+
+    _relativeTime(dbStr) {
+        try {
+            // dbStr ist lokal "YYYY-MM-DD HH:MM:SS"
+            const d = new Date(dbStr.replace(' ', 'T'));
+            if (isNaN(d.getTime())) return '';
+            const diffMs = Date.now() - d.getTime();
+            const min = Math.floor(diffMs / 60000);
+            if (min < 1) return 'gerade eben';
+            if (min < 60) return `vor ${min} Min`;
+            const h = Math.floor(min / 60);
+            if (h < 24) return `vor ${h} Std`;
+            const days = Math.floor(h / 24);
+            return `vor ${days} Tag${days === 1 ? '' : 'en'}`;
+        } catch (e) {
+            return '';
+        }
+    },
+
+    _formatCount(stepKey, cv, cs, status) {
+        // Qualitaetscheck: KEINE Zahlen, nur Status (Anforderung 3 vom User)
+        if (stepKey === 'qc' || stepKey === 'summary') {
+            if (status === 'done') return '<span class="count-status">erledigt</span>';
+            if (status === 'active') return '<span class="count-status">läuft...</span>';
+            if (status === 'error') return '<span class="count-status">Fehler</span>';
+            return '<span class="count-status">-</span>';
+        }
+        if (status === 'pending') return '<span class="count-status">-</span>';
+        if (status === 'active') return '<span class="count-status">läuft...</span>';
+        if (status === 'error') return '<span class="count-status">Fehler</span>';
+        if (cv == null) return '<span class="count-status">-</span>';
+
+        switch (stepKey) {
+            case 'sources_review':
+                return `${cv} Quellen geprüft`;
+            case 'collect':
+                return cs != null
+                    ? `${cv} Meldungen<small> aus ${cs} Quellen</small>`
+                    : `${cv} Meldungen`;
+            case 'dedup':
+                return cs != null
+                    ? `${cv} Duplikate<small> (${cs} verbleiben)</small>`
+                    : `${cv} Duplikate`;
+            case 'relevance':
+                return cs != null && cs > 0
+                    ? `${cv} relevant<small> von ${cs}</small>`
+                    : `${cv} relevant`;
+            case 'geoparsing':
+                return cs != null
+                    ? `${cv} Orte<small> aus ${cs} Meldungen</small>`
+                    : `${cv} Orte erkannt`;
+            case 'factcheck':
+                return cs != null
+                    ? `${cv} neue Fakten<small> (${cs} gesamt)</small>`
+                    : `${cv} Fakten geprüft`;
+            case 'notify':
+                return cv === 0 ? 'keine versendet' : `${cv} Hinweis${cv === 1 ? '' : 'e'} versendet`;
+            default:
+                return `${cv}`;
+        }
+    },
+
+    _escape(s) {
+        if (s == null) return '';
+        return String(s).replace(/[&<>"']/g, c => ({
+            '&': '&amp;', '<': '&lt;', '>': '&gt;', '"': '&quot;', "'": '&#39;'
+        }[c]));
+    },
+};
+
+document.addEventListener('DOMContentLoaded', () => Pipeline.init());

src/static/js/update-system.js

@@ -44,14 +44,19 @@
     }
 
     // ---- Styles inline injecten (kein zusaetzlicher CSS-File noetig) ----
+    // Nutzt die globalen Theme-Variablen aus style.css, damit Banner und
+    // Modal automatisch dem Hell-/Dunkelmodus folgen.
     function injectStyles() {
         if (document.getElementById('aegis-update-styles')) return;
         const css = `
         #aegis-update-banner {
             position: fixed; bottom: 24px; right: 24px; z-index: 99999;
-            background: linear-gradient(135deg, #C8A851, #D4B96A);
+            background: var(--bg-card);
-            color: #0A1832; padding: 14px 18px; border-radius: 10px;
+            color: var(--text-primary);
-            box-shadow: 0 8px 32px rgba(10,24,50,0.4);
+            border: 1px solid var(--border);
+            border-left: 4px solid var(--accent);
+            padding: 14px 18px; border-radius: 10px;
+            box-shadow: 0 8px 32px rgba(0,0,0,0.25);
             font-family: 'Inter', -apple-system, sans-serif; font-size: 0.92rem;
             display: flex; align-items: center; gap: 12px; max-width: 380px;
             animation: aegis-slide-in 0.4s cubic-bezier(0.4,0,0.2,1);
@@ -60,57 +65,59 @@
             from { transform: translateX(420px); opacity: 0; }
             to   { transform: translateX(0);     opacity: 1; }
         }
-        #aegis-update-banner b { font-weight: 700; }
+        #aegis-update-banner b { font-weight: 700; color: var(--accent); }
         #aegis-update-banner button {
-            background: #0A1832; color: #C8A851; border: 0; padding: 7px 14px;
+            background: var(--accent); color: #fff; border: 0; padding: 7px 14px;
             border-radius: 6px; font: inherit; font-size: 0.86rem; font-weight: 600;
             cursor: pointer; flex-shrink: 0;
         }
-        #aegis-update-banner button:hover { background: #132844; }
+        #aegis-update-banner button:hover { background: var(--accent-hover); }
         #aegis-update-banner .close {
-            background: transparent; color: #0A1832; opacity: 0.6; padding: 0 4px;
+            background: transparent; color: var(--text-secondary); padding: 0 4px;
             font-size: 1.2rem; line-height: 1;
         }
-        #aegis-update-banner .close:hover { opacity: 1; background: transparent; }
+        #aegis-update-banner .close:hover { color: var(--text-primary); background: transparent; }
 
         #aegis-update-modal-overlay {
-            position: fixed; inset: 0; background: rgba(10,24,50,0.75); z-index: 99998;
+            position: fixed; inset: 0; background: rgba(0,0,0,0.55); z-index: 99998;
             backdrop-filter: blur(3px);
             display: flex; align-items: center; justify-content: center; padding: 24px;
             animation: aegis-fade-in 0.25s ease;
         }
         @keyframes aegis-fade-in { from { opacity: 0; } to { opacity: 1; } }
         #aegis-update-modal {
-            background: #132844; color: #E8E8E8; border-radius: 14px;
+            background: var(--bg-card);
-            border: 1px solid rgba(200,168,81,0.25);
+            color: var(--text-primary);
-            box-shadow: 0 24px 80px rgba(0,0,0,0.5);
+            border-radius: 14px;
+            border: 1px solid var(--border);
+            box-shadow: 0 24px 80px rgba(0,0,0,0.4);
             font-family: 'Inter', -apple-system, sans-serif;
             max-width: 540px; width: 100%; max-height: 80vh; overflow: hidden;
             display: flex; flex-direction: column;
         }
         #aegis-update-modal header {
-            padding: 22px 28px 18px; border-bottom: 1px solid rgba(200,168,81,0.15);
+            padding: 22px 28px 18px; border-bottom: 1px solid var(--border);
         }
-        #aegis-update-modal h2 { margin: 0 0 4px; color: #C8A851; font-size: 1.25rem; font-weight: 700; }
+        #aegis-update-modal h2 { margin: 0 0 4px; color: var(--accent); font-size: 1.25rem; font-weight: 700; }
-        #aegis-update-modal header p { margin: 0; color: #A0A8B8; font-size: 0.88rem; }
+        #aegis-update-modal header p { margin: 0; color: var(--text-secondary); font-size: 0.88rem; }
         #aegis-update-modal .body { padding: 8px 28px; overflow-y: auto; }
-        .aegis-release { padding: 16px 0; border-bottom: 1px solid rgba(255,255,255,0.06); }
+        .aegis-release { padding: 16px 0; border-bottom: 1px solid var(--border); }
         .aegis-release:last-child { border: 0; }
         .aegis-release-head { display: flex; align-items: baseline; gap: 12px; margin-bottom: 8px; }
-        .aegis-release-title { font-size: 1rem; font-weight: 600; color: #E8E8E8; }
+        .aegis-release-title { font-size: 1rem; font-weight: 600; color: var(--text-primary); }
-        .aegis-release-date { font-size: 0.78rem; color: #5A6478; }
+        .aegis-release-date { font-size: 0.78rem; color: var(--text-tertiary); }
-        .aegis-release-items { margin: 0; padding-left: 20px; color: #C0C8D8; font-size: 0.92rem; line-height: 1.6; }
+        .aegis-release-items { margin: 0; padding-left: 20px; color: var(--text-secondary); font-size: 0.92rem; line-height: 1.6; }
         .aegis-release-items li { margin-bottom: 4px; }
         #aegis-update-modal footer {
-            padding: 16px 28px 20px; border-top: 1px solid rgba(200,168,81,0.15);
+            padding: 16px 28px 20px; border-top: 1px solid var(--border);
             display: flex; justify-content: flex-end;
         }
         #aegis-update-modal footer button {
-            background: #C8A851; color: #0A1832; border: 0; padding: 10px 22px;
+            background: var(--accent); color: #fff; border: 0; padding: 10px 22px;
             border-radius: 6px; font: inherit; font-size: 0.92rem; font-weight: 600;
             cursor: pointer;
         }
-        #aegis-update-modal footer button:hover { background: #D4B96A; }
+        #aegis-update-modal footer button:hover { background: var(--accent-hover); }
 
         @media (max-width: 600px) {
             #aegis-update-banner { left: 12px; right: 12px; bottom: 12px; max-width: none; }