Merge pull request 'Indvidual Dashboard V0.9' (#67) from develop into main

Reviewed-on: #67

CLAUDE.md

@@ -7,6 +7,7 @@
 > | Coding-Regeln      | `.claude/rules/CODING_RULES.md` |
 > | Lessons Learned    | `.claude/rules/LESSONS_LEARNED.md` |
 > | **GUI / IA / Admin / Nav / PWA-Leiste** | **`docs/issues/GUI_IA_ADMIN_NAV_2026-04-05.md`** |
+> | **Dashboard-Lab-Widgets** (Katalog, Registrierung, `config`) | **`.claude/docs/technical/DASHBOARD_WIDGETS_AGENT_GUIDE.md`** |
 
 ## Claude Code Verantwortlichkeiten
 
@@ -17,6 +18,7 @@
 - ✅ Bestehende Issues aktualisieren (Status, Beschreibung)
 - ✅ Issues bei Fertigstellung schließen
 - 🎯 Gitea: http://192.168.2.144:3000/Lars/mitai-jinkendo/issues
+- Gitea **MCP** vs **CLI**: kurze Lese-/Kommentar-/PATCH-Vorgänge im Agent über MCP (`gitea_*`); **Beschreibung aus Datei**, sehr lange Bodies oder Skripte → `python scripts/gitea/gitea_api.py issues edit … --body-file` — `scripts/gitea/README.md`
 
 **Dokumentation:**
 - Code-Änderungen in CLAUDE.md dokumentieren
@@ -841,6 +843,7 @@ Bottom-Padding Mobile: 80px (Navigation)
 |Auth-Flow|`.claude/library/AUTH.md`|Sicherheit + Sessions|
 |API-Referenz|`.claude/library/API\_REFERENCE.md`|Alle Endpoints|
 |Datenbankschema|`.claude/library/DATABASE.md`|Tabellen + Beziehungen|
+|Dashboard-Lab-Widgets|`.claude/docs/technical/DASHBOARD_WIDGETS_AGENT_GUIDE.md`|Katalog, Validierung, Frontend-Registry, konfigurierbare `config`|
 
 > Library-Dateien werden mit `/document` generiert und nach größeren
 > Änderungen aktualisiert.

backend/dashboard_layout_schema.py

@@ -0,0 +1,127 @@
+"""
+Dashboard-Layout v1: Validierung, Produkt-Standard (Übersicht) und Lab-Standard.
+
+Erlaubte Widget-IDs und Reihenfolge: widget_catalog.WIDGET_CATALOG.
+"""
+from __future__ import annotations
+
+from typing import Any, Literal
+
+from pydantic import BaseModel, Field, field_validator, model_validator
+
+from dashboard_widget_config import validate_widget_entry_config
+from widget_catalog import (
+    ALLOWED_WIDGET_IDS,
+    DEFAULT_LAB_WIDGET_IDS,
+    DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS,
+    WIDGET_CATALOG,
+)
+
+# Abwärtskompatibel (Tests importieren weiterhin aus diesem Modul)
+__all__ = [
+    "ALLOWED_WIDGET_IDS",
+    "DashboardLayoutPayload",
+    "DashboardWidgetEntry",
+    "coalesce_effective_layout",
+    "default_layout_dict",
+    "lab_default_layout_dict",
+    "product_default_layout_dict",
+]
+
+
+def lab_default_layout_dict() -> dict[str, Any]:
+    """Standard für Dashboard-Lab (Experimentier-Widgets)."""
+    on = DEFAULT_LAB_WIDGET_IDS
+    return {
+        "version": 1,
+        "widgets": [{"id": e["id"], "enabled": e["id"] in on} for e in WIDGET_CATALOG],
+    }
+
+
+def product_default_layout_dict() -> dict[str, Any]:
+    """Code-Fallback für die Produkt-Übersicht; live-Standard ggf. system_config (siehe get_product_default_base_dict)."""
+    on = DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS
+    return {
+        "version": 1,
+        "widgets": [{"id": e["id"], "enabled": e["id"] in on} for e in WIDGET_CATALOG],
+    }
+
+
+def default_layout_dict() -> dict[str, Any]:
+    """Alias: Produkt-Standard (coalesce, Reset). Lab nutzt lab_default_layout_dict()."""
+    return product_default_layout_dict()
+
+
+class DashboardWidgetEntry(BaseModel):
+    id: str = Field(min_length=1, max_length=64)
+    enabled: bool = True
+    config: dict[str, Any] = Field(default_factory=dict)
+
+    @field_validator("config", mode="before")
+    @classmethod
+    def _config_coerce(cls, v: Any) -> dict[str, Any]:
+        if v is None:
+            return {}
+        if not isinstance(v, dict):
+            raise ValueError("config muss Objekt sein")
+        return v
+
+    @model_validator(mode="after")
+    def _normalize_widget_config(self) -> DashboardWidgetEntry:
+        normalized = validate_widget_entry_config(self.id, self.config)
+        return self.model_copy(update={"config": normalized})
+
+
+class DashboardLayoutPayload(BaseModel):
+    version: Literal[1] = 1
+    widgets: list[DashboardWidgetEntry] = Field(min_length=1, max_length=32)
+
+    @model_validator(mode="after")
+    def _validate_widgets(self) -> DashboardLayoutPayload:
+        ids = [w.id for w in self.widgets]
+        if len(ids) != len(set(ids)):
+            raise ValueError("Doppelte widget id")
+        bad = [i for i in ids if i not in ALLOWED_WIDGET_IDS]
+        if bad:
+            raise ValueError(f"Unbekannte Widget-IDs: {bad}")
+        if not any(w.enabled for w in self.widgets):
+            raise ValueError("Mindestens ein Widget muss aktiv sein")
+        return self
+
+    def to_stored_dict(self) -> dict[str, Any]:
+        out_widgets: list[dict[str, Any]] = []
+        for w in self.widgets:
+            d: dict[str, Any] = {"id": w.id, "enabled": w.enabled}
+            if w.config:
+                d["config"] = dict(w.config)
+            out_widgets.append(d)
+        return {"version": self.version, "widgets": out_widgets}
+
+
+def coalesce_effective_layout(raw: Any) -> tuple[bool, dict[str, Any]]:
+    """
+    Returns (has_custom, effective_layout).
+    has_custom=True nur wenn DB-Wert vorhanden und gültig (v1).
+    """
+    if raw is None:
+        return False, default_layout_dict()
+    parsed_obj: Any = raw
+    if isinstance(raw, str):
+        import json
+
+        try:
+            parsed_obj = json.loads(raw)
+        except json.JSONDecodeError:
+            return False, default_layout_dict()
+    if not isinstance(parsed_obj, dict):
+        return False, default_layout_dict()
+    try:
+        parsed = DashboardLayoutPayload.model_validate(
+            {
+                "version": parsed_obj.get("version", 1),
+                "widgets": parsed_obj.get("widgets", []),
+            }
+        )
+        return True, parsed.to_stored_dict()
+    except Exception:
+        return False, default_layout_dict()

backend/dashboard_widget_config.py

@@ -0,0 +1,165 @@
+"""
+Pro-Widget-Konfiguration im Dashboard-Layout (v1).
+
+Nur ausgewählte Widget-IDs dürfen nicht-leere config haben; bekannte Keys werden validiert.
+"""
+from __future__ import annotations
+
+import json
+import math
+import re
+from typing import Any
+
+MAX_WIDGET_CONFIG_JSON_BYTES = 3072
+
+WIDGETS_ALLOWING_CONFIG: frozenset[str] = frozenset({
+    "body_overview",
+    "activity_overview",
+    "kpi_board",
+    "quick_capture",
+    "trend_kcal_weight",
+    "nutrition_detail_charts",
+    "recovery_charts_panel",
+})
+
+_QUICK_CAPTURE_KEYS: frozenset[str] = frozenset({
+    "show_weight",
+    "show_resting_hr",
+    "show_hrv",
+    "show_vo2_max",
+})
+
+_KPI_TILE_FIXED: frozenset[str] = frozenset({"body_fat", "avg_kcal"})
+_KPI_REF_TILE_RE = re.compile(r"^ref:[a-z0-9_]{1,64}$")
+
+
+def _config_json_size_bytes(config: dict[str, Any]) -> int:
+    return len(json.dumps(config, sort_keys=True, ensure_ascii=False).encode("utf-8"))
+
+
+def validate_widget_entry_config(widget_id: str, raw: Any) -> dict[str, Any]:
+    if raw is None:
+        return {}
+    if not isinstance(raw, dict):
+        raise ValueError(f"Widget {widget_id}: config muss ein Objekt sein")
+    if _config_json_size_bytes(raw) > MAX_WIDGET_CONFIG_JSON_BYTES:
+        raise ValueError(f"Widget {widget_id}: config zu groß (max. {MAX_WIDGET_CONFIG_JSON_BYTES} Byte JSON)")
+    if not raw:
+        return {}
+
+    if widget_id not in WIDGETS_ALLOWING_CONFIG:
+        raise ValueError(f"Widget {widget_id}: keine Konfiguration unterstützt")
+
+    if widget_id == "body_overview":
+        return _validate_chart_days_only(raw, label="body_overview")
+    if widget_id == "activity_overview":
+        return _validate_chart_days_only(raw, label="activity_overview")
+    if widget_id == "kpi_board":
+        return _validate_kpi_board_config(raw)
+    if widget_id == "quick_capture":
+        return _validate_quick_capture_config(raw)
+    if widget_id == "trend_kcal_weight":
+        return _validate_chart_days_only(raw, label="trend_kcal_weight")
+    if widget_id == "nutrition_detail_charts":
+        return _validate_chart_days_only(raw, label="nutrition_detail_charts")
+    if widget_id == "recovery_charts_panel":
+        return _validate_chart_days_only(raw, label="recovery_charts_panel")
+
+    raise ValueError(f"Widget {widget_id}: keine Konfiguration unterstützt")
+
+
+def _validate_quick_capture_config(raw: dict[str, Any]) -> dict[str, Any]:
+    label = "quick_capture"
+    unknown = set(raw) - _QUICK_CAPTURE_KEYS
+    if unknown:
+        raise ValueError(f"{label}: unbekannte config-Felder: {sorted(unknown)}")
+    out: dict[str, bool] = {}
+    for k in _QUICK_CAPTURE_KEYS:
+        if k not in raw:
+            continue
+        v = raw[k]
+        if not isinstance(v, bool):
+            raise ValueError(f"{label}: {k} muss boolean sein")
+        out[k] = v
+    merged = {k: True for k in _QUICK_CAPTURE_KEYS}
+    merged.update(out)
+    if not any(merged.values()):
+        raise ValueError(f"{label}: mindestens ein Bereich muss sichtbar sein (show_*)")
+    return out
+
+
+def _kpi_tile_id_valid(tid: str) -> bool:
+    if tid in _KPI_TILE_FIXED:
+        return True
+    return bool(_KPI_REF_TILE_RE.match(tid))
+
+
+def _normalize_kpi_tile_entry(item: Any) -> str:
+    if isinstance(item, str):
+        tid = item.strip()
+    elif isinstance(item, dict) and "id" in item:
+        tid = str(item["id"]).strip()
+    else:
+        raise ValueError("kpi_board: jedes tiles-Element braucht eine id (String oder Objekt mit id)")
+    if not tid:
+        raise ValueError("kpi_board: leere Kachel-id")
+    if not _kpi_tile_id_valid(tid):
+        raise ValueError(f"kpi_board: ungültige Kachel-id {tid!r} (z. B. body_fat, avg_kcal, ref:typ_key)")
+    return tid
+
+
+def _validate_kpi_board_config(raw: dict[str, Any]) -> dict[str, Any]:
+    if not raw:
+        return {}
+    # Legacy nur chart_days → entfallen, automatische Kachelwahl
+    if set(raw.keys()) <= frozenset({"chart_days"}):
+        return {}
+    allowed = frozenset({"tiles"})
+    unknown = set(raw) - allowed
+    if unknown:
+        raise ValueError(f"kpi_board: unbekannte config-Felder: {sorted(unknown)}")
+    tiles_raw = raw.get("tiles")
+    if tiles_raw is None:
+        return {}
+    if not isinstance(tiles_raw, list):
+        raise ValueError("kpi_board: tiles muss eine Liste sein")
+    if len(tiles_raw) > 9:
+        raise ValueError("kpi_board: maximal 9 Kacheln")
+    seen: set[str] = set()
+    out: list[dict[str, str]] = []
+    for item in tiles_raw:
+        tid = _normalize_kpi_tile_entry(item)
+        if tid in seen:
+            raise ValueError(f"kpi_board: doppelte Kachel-id {tid}")
+        seen.add(tid)
+        out.append({"id": tid})
+    return {"tiles": out}
+
+
+def _parse_chart_days(v: Any, label: str) -> int:
+    if isinstance(v, bool):
+        raise ValueError(f"{label}: chart_days muss ganze Zahl sein")
+    if isinstance(v, float):
+        if not math.isfinite(v):
+            raise ValueError(f"{label}: chart_days muss ganze Zahl sein")
+        if abs(v - round(v)) > 1e-9:
+            raise ValueError(f"{label}: chart_days muss ganze Zahl sein")
+        return int(round(v))
+    if isinstance(v, int):
+        return v
+    raise ValueError(f"{label}: chart_days muss ganze Zahl sein")
+
+
+def _validate_chart_days_only(raw: dict[str, Any], *, label: str) -> dict[str, Any]:
+    allowed = frozenset({"chart_days"})
+    unknown = set(raw) - allowed
+    if unknown:
+        raise ValueError(f"{label}: unbekannte config-Felder: {sorted(unknown)}")
+    if "chart_days" not in raw:
+        return {}
+    v = _parse_chart_days(raw["chart_days"], label)
+    if v < 7 or v > 90:
+        raise ValueError(f"{label}: chart_days muss zwischen 7 und 90 liegen")
+    return {"chart_days": v}
+
+

backend/dashboard_widget_entitlements.py

@@ -0,0 +1,87 @@
+"""
+Dashboard-Widgets × Feature-System: Sichtbarkeit aus check_feature_access.
+
+Katalog-Einträge optional `requires_feature` (features.id). Fehlt der Key → immer erlaubt.
+"""
+from __future__ import annotations
+
+import copy
+from typing import Any
+
+from widget_catalog import WIDGET_CATALOG
+
+
+def _check_feature_access(profile_id: str, feature_id: str, conn) -> dict:
+    """Indirection für Tests (monkeypatch) und spätes Laden von auth (bcrypt)."""
+    from auth import check_feature_access
+
+    return check_feature_access(profile_id, feature_id, conn)
+
+_WIDGET_ENTRY_BY_ID: dict[str, dict[str, Any]] = {e["id"]: e for e in WIDGET_CATALOG}
+
+
+def widget_id_allowed(widget_id: str, profile_id: str, conn) -> bool:
+    entry = _WIDGET_ENTRY_BY_ID.get(widget_id)
+    if entry is None:
+        return False
+    fid = entry.get("requires_feature")
+    if not fid:
+        return True
+    return bool(_check_feature_access(profile_id, fid, conn)["allowed"])
+
+
+def _public_row(entry: dict[str, Any], *, allowed: bool) -> dict[str, Any]:
+    return {
+        "id": entry["id"],
+        "title": entry["title"],
+        "description": entry["description"],
+        "allowed": allowed,
+    }
+
+
+def widgets_catalog_for_profile(profile_id: str, conn) -> list[dict[str, Any]]:
+    """Zeilen für GET /api/app/widgets/catalog (ohne internes requires_feature-Feld)."""
+    out: list[dict[str, Any]] = []
+    for e in WIDGET_CATALOG:
+        fid = e.get("requires_feature")
+        allowed = True
+        if fid:
+            allowed = bool(_check_feature_access(profile_id, fid, conn)["allowed"])
+        out.append(_public_row(e, allowed=allowed))
+    return out
+
+
+def widgets_catalog_payload(profile_id: str, conn) -> dict[str, Any]:
+    return {
+        "catalog_version": 1,
+        "widgets": widgets_catalog_for_profile(profile_id, conn),
+    }
+
+
+def widgets_catalog_admin_payload() -> dict[str, Any]:
+    """Admin: alle Widgets als auswählbar (ohne Feature-Filter)."""
+    return {
+        "catalog_version": 1,
+        "widgets": [_public_row(e, allowed=True) for e in WIDGET_CATALOG],
+    }
+
+
+def apply_entitlements_to_layout_dict(layout: dict[str, Any], profile_id: str, conn) -> dict[str, Any]:
+    """
+    Setzt enabled=False für Widgets ohne Berechtigung. Mindestens ein Widget bleibt aktiv (welcome).
+    """
+    out = copy.deepcopy(layout)
+    widgets = out.get("widgets") or []
+    for w in widgets:
+        wid = w.get("id")
+        if not wid:
+            continue
+        if w.get("enabled") and not widget_id_allowed(wid, profile_id, conn):
+            w["enabled"] = False
+    if not any(w.get("enabled") for w in widgets):
+        for w in widgets:
+            if w.get("id") == "welcome":
+                w["enabled"] = True
+                break
+    return out
+

backend/data_layer/__init__.py

@@ -19,6 +19,10 @@ Modules:
     - goals: Active goals, progress, projections
     - correlations: Lag-analysis, plateau detection
     - utils: Shared functions (confidence, baseline, outliers)
+    - training_profile: Template-based training evaluation scaffold (Layer 1)
+      Import: ``from data_layer.training_profile import resolve_training_evaluation``
+    - reference_values: Profile reference value reads + summary (Layer 1)
+      Import: ``from data_layer import reference_values`` or submodule imports
 
 Phase 0c: Multi-Layer Architecture
 Version: 1.0

backend/data_layer/reference_values.py

@@ -0,0 +1,179 @@
+"""
+Reference values — Layer 1 (read paths + structured rows)
+
+Structured retrieval for profile reference values and the active type catalog.
+Mutations (INSERT/UPDATE/DELETE) stay in routers/reference_values.py with validation.
+
+Dates are normalized to ISO strings; Decimals to float — suitable for JSON/API layers.
+"""
+
+from __future__ import annotations
+
+from decimal import Decimal
+from typing import Any, Optional
+
+from db import get_cursor, get_db, r2d
+
+
+def normalize_reference_row(d: Optional[dict[str, Any]]) -> dict[str, Any]:
+    """Normalize DB row dict for JSON (dates → ISO, Decimal → float)."""
+    if not d:
+        return d
+    out = dict(d)
+    for k in ("effective_date", "created_at", "updated_at"):
+        v = out.get(k)
+        if v is not None and hasattr(v, "isoformat"):
+            out[k] = v.isoformat()
+    vn = out.get("value_numeric")
+    if vn is not None and isinstance(vn, Decimal):
+        out["value_numeric"] = float(vn)
+    return out
+
+
+def fetch_reference_type_by_key(cur, key: str, require_active: bool = True) -> Optional[dict[str, Any]]:
+    """Single type row by key; for use inside router transactions (shared cursor)."""
+    q = (
+        "SELECT id, key, label, description, default_unit, active, category, "
+        "value_data_type, validation_rules, metadata "
+        "FROM reference_value_types WHERE key = %s "
+    )
+    if require_active:
+        q += "AND active = TRUE "
+    cur.execute(q, (key,))
+    row = cur.fetchone()
+    return r2d(row) if row else None
+
+
+def list_active_reference_value_types_data() -> list[dict[str, Any]]:
+    """All active reference_value_types rows, catalog sort order."""
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            """
+            SELECT
+                id, key, label, description, default_unit, sort_order, active,
+                category, value_data_type, validation_rules, metadata, created_at
+            FROM reference_value_types
+            WHERE active = TRUE
+            ORDER BY sort_order ASC, id ASC
+            """
+        )
+        return [normalize_reference_row(r2d(r)) for r in cur.fetchall()]
+
+
+def list_profile_reference_values_for_type(
+    profile_id: str, type_key: str
+) -> Optional[list[dict[str, Any]]]:
+    """
+    Historical entries for one type, newest first.
+    Returns None if type_key does not resolve to an active type.
+    """
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        t = fetch_reference_type_by_key(cur, type_key, require_active=True)
+        if not t:
+            return None
+        cur.execute(
+            """
+            SELECT
+                v.id,
+                v.profile_id,
+                v.reference_value_type_id,
+                v.effective_date,
+                v.value_numeric,
+                v.value_text,
+                v.unit,
+                v.source,
+                v.confidence,
+                v.method,
+                v.notes,
+                v.extra,
+                v.created_at,
+                v.updated_at,
+                rt.key AS type_key,
+                rt.label AS type_label
+            FROM profile_reference_values v
+            JOIN reference_value_types rt ON rt.id = v.reference_value_type_id
+            WHERE v.profile_id = %s AND rt.key = %s
+            ORDER BY v.effective_date DESC, v.created_at DESC
+            """,
+            (profile_id, t["key"]),
+        )
+        return [normalize_reference_row(r2d(r)) for r in cur.fetchall()]
+
+
+def build_summary_tiles_from_ranked_rows(raw_rows: list[dict[str, Any]]) -> list[dict[str, Any]]:
+    """
+    Build /summary.tile payloads from SQL rows (rn 1..2 per type).
+    Each row still contains rn, type_sort_order, value_data_type before stripping.
+    """
+    by_key: dict[str, dict[str, Any]] = {}
+    skip_cols = frozenset({"rn", "type_sort_order", "value_data_type"})
+    for row in raw_rows:
+        rn = int(row.get("rn") or 0)
+        key = row["type_key"]
+        if key not in by_key:
+            by_key[key] = {
+                "type_key": key,
+                "type_label": row.get("type_label") or key,
+                "value_data_type": (row.get("value_data_type") or "decimal").strip().lower(),
+                "sort_key": (row.get("type_sort_order") or 0, key),
+                "latest": None,
+                "previous": None,
+            }
+        entry = {k: v for k, v in row.items() if k not in skip_cols}
+        api_entry = normalize_reference_row(entry)
+        if rn == 1:
+            by_key[key]["latest"] = api_entry
+        elif rn == 2:
+            by_key[key]["previous"] = api_entry
+
+    tiles = sorted(by_key.values(), key=lambda t: t["sort_key"])
+    for t in tiles:
+        t.pop("sort_key", None)
+    return tiles
+
+
+def get_profile_reference_values_summary(profile_id: str) -> dict[str, Any]:
+    """latest + previous entry per type (active types only), tiles sorted like catalog."""
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            """
+            WITH ranked AS (
+                SELECT
+                    v.id,
+                    v.profile_id,
+                    v.reference_value_type_id,
+                    v.effective_date,
+                    v.value_numeric,
+                    v.value_text,
+                    v.unit,
+                    v.source,
+                    v.confidence,
+                    v.method,
+                    v.notes,
+                    v.extra,
+                    v.created_at,
+                    v.updated_at,
+                    rt.key AS type_key,
+                    rt.label AS type_label,
+                    rt.sort_order AS type_sort_order,
+                    rt.value_data_type,
+                    ROW_NUMBER() OVER (
+                        PARTITION BY v.reference_value_type_id
+                        ORDER BY v.effective_date DESC, v.created_at DESC
+                    ) AS rn
+                FROM profile_reference_values v
+                JOIN reference_value_types rt ON rt.id = v.reference_value_type_id
+                WHERE v.profile_id = %s AND rt.active = TRUE
+            )
+            SELECT * FROM ranked WHERE rn <= 2
+            ORDER BY type_sort_order ASC, type_key ASC, rn ASC
+            """,
+            (profile_id,),
+        )
+        raw_rows = [r2d(r) for r in cur.fetchall()]
+
+    tiles = build_summary_tiles_from_ranked_rows(raw_rows)
+    return {"tiles": tiles}

backend/data_layer/training_profile/__init__.py

@@ -0,0 +1,36 @@
+"""
+Training profile resolver (Layer 1 scaffold).
+
+Template-driven multi-dimensional evaluation with built-in algorithms and
+Focus Area contribution aggregation. Import explicitly from this package.
+
+Public API:
+  - resolve_training_evaluation
+  - resolve_for_base_profile
+  - models: CalculationTemplate, TrainingEvaluationResult, ...
+  - registries: templates, profiles, algorithms
+"""
+
+from data_layer.training_profile.models import (
+    CalculationTemplate,
+    DimensionResult,
+    DimensionSpec,
+    FocusAreaMapping,
+    TrainingBaseProfile,
+    TrainingEvaluationResult,
+)
+from data_layer.training_profile.resolver import (
+    resolve_for_base_profile,
+    resolve_training_evaluation,
+)
+
+__all__ = [
+    "CalculationTemplate",
+    "DimensionResult",
+    "DimensionSpec",
+    "FocusAreaMapping",
+    "TrainingBaseProfile",
+    "TrainingEvaluationResult",
+    "resolve_for_base_profile",
+    "resolve_training_evaluation",
+]

backend/data_layer/training_profile/algorithms/__init__.py

@@ -0,0 +1,13 @@
+"""Built-in training evaluation algorithms (code-defined only)."""
+
+from .registry import (
+    get_algorithm,
+    list_algorithm_ids,
+    register_algorithm,
+)
+
+__all__ = [
+    "get_algorithm",
+    "list_algorithm_ids",
+    "register_algorithm",
+]

backend/data_layer/training_profile/algorithms/base.py

@@ -0,0 +1,23 @@
+"""
+Algorithm protocol: fixed implementations selected by id from declarative templates.
+"""
+
+from __future__ import annotations
+
+from typing import Any, Dict, Mapping, Protocol
+
+from data_layer.training_profile.models import AlgorithmRunResult
+
+
+class TrainingAlgorithm(Protocol):
+    """Built-in algorithm callable shape."""
+
+    id: str
+
+    def __call__(
+        self,
+        *,
+        inputs: Mapping[str, Any],
+        params: Mapping[str, Any],
+    ) -> AlgorithmRunResult:
+        ...

backend/data_layer/training_profile/algorithms/builtin/__init__.py

@@ -0,0 +1,6 @@
+"""Example built-in algorithms (threshold bands, linear range mapping)."""
+
+from .linear_range import linear_range_score
+from .threshold_band import threshold_band_score
+
+__all__ = ["linear_range_score", "threshold_band_score"]

backend/data_layer/training_profile/algorithms/builtin/linear_range.py

@@ -0,0 +1,69 @@
+"""
+linear_range: map a value linearly from [min_value, max_value] to [0, 1], clamped.
+
+params:
+  value_key: str
+  min_value: float
+  max_value: float
+  invert: bool (optional) — if True, high values map to 0
+
+Missing value → score 0 and missing_inputs.
+"""
+
+from __future__ import annotations
+
+from typing import Any, Mapping
+
+from data_layer.training_profile.models import AlgorithmRunResult
+from data_layer.utils import safe_float
+
+
+ALGORITHM_ID = "linear_range"
+
+
+def linear_range_score(
+    *,
+    inputs: Mapping[str, Any],
+    params: Mapping[str, Any],
+) -> AlgorithmRunResult:
+    value_key = str(params.get("value_key", ""))
+    if not value_key:
+        return AlgorithmRunResult(
+            raw_score=0.0,
+            normalized_score=0.0,
+            missing_inputs=["__param_value_key__"],
+            detail={"error": "params.value_key required"},
+        )
+
+    if value_key not in inputs or inputs[value_key] is None:
+        return AlgorithmRunResult(
+            raw_score=0.0,
+            normalized_score=0.0,
+            missing_inputs=[value_key],
+            detail={"value_key": value_key},
+        )
+
+    raw = safe_float(inputs[value_key])
+    lo = safe_float(params.get("min_value"))
+    hi = safe_float(params.get("max_value"))
+    invert = bool(params.get("invert", False))
+
+    if hi <= lo:
+        return AlgorithmRunResult(
+            raw_score=raw,
+            normalized_score=0.0,
+            missing_inputs=[],
+            detail={"error": "max_value must be > min_value", "min": lo, "max": hi},
+        )
+
+    t = (raw - lo) / (hi - lo)
+    t = max(0.0, min(1.0, t))
+    if invert:
+        t = 1.0 - t
+
+    return AlgorithmRunResult(
+        raw_score=raw,
+        normalized_score=t,
+        missing_inputs=[],
+        detail={"value_key": value_key, "min": lo, "max": hi, "invert": invert},
+    )

backend/data_layer/training_profile/algorithms/builtin/threshold_band.py

@@ -0,0 +1,75 @@
+"""
+threshold_band: map a numeric value into a score using ordered upper bounds.
+
+params:
+  value_key: str — key in inputs to read
+  bands: list of { "max": float | null, "score": float } — ascending max; null = +inf
+
+Missing value_key → normalized_score 0, missing_inputs lists value_key.
+"""
+
+from __future__ import annotations
+
+from typing import Any, List, Mapping
+
+from data_layer.training_profile.models import AlgorithmRunResult
+from data_layer.utils import safe_float
+
+
+ALGORITHM_ID = "threshold_band"
+
+
+def threshold_band_score(
+    *,
+    inputs: Mapping[str, Any],
+    params: Mapping[str, Any],
+) -> AlgorithmRunResult:
+    value_key = str(params.get("value_key", ""))
+    if not value_key:
+        return AlgorithmRunResult(
+            raw_score=0.0,
+            normalized_score=0.0,
+            missing_inputs=["__param_value_key__"],
+            detail={"error": "params.value_key required"},
+        )
+
+    if value_key not in inputs or inputs[value_key] is None:
+        return AlgorithmRunResult(
+            raw_score=0.0,
+            normalized_score=0.0,
+            missing_inputs=[value_key],
+            detail={"value_key": value_key},
+        )
+
+    raw = safe_float(inputs[value_key])
+    bands = params.get("bands") or []
+    if not isinstance(bands, list) or not bands:
+        return AlgorithmRunResult(
+            raw_score=raw,
+            normalized_score=0.0,
+            missing_inputs=[],
+            detail={"error": "params.bands must be a non-empty list", "raw": raw},
+        )
+
+    score = 0.0
+    for band in bands:
+        if not isinstance(band, dict):
+            continue
+        max_v = band.get("max")
+        s = safe_float(band.get("score"))
+        if max_v is None:
+            score = s
+            break
+        if raw <= safe_float(max_v):
+            score = s
+            break
+    else:
+        score = safe_float(bands[-1].get("score")) if isinstance(bands[-1], dict) else 0.0
+
+    norm = max(0.0, min(1.0, score))
+    return AlgorithmRunResult(
+        raw_score=raw,
+        normalized_score=norm,
+        missing_inputs=[],
+        detail={"value_key": value_key, "bands_applied": True, "band_score": score},
+    )

backend/data_layer/training_profile/algorithms/registry.py

@@ -0,0 +1,47 @@
+"""
+Registry for built-in algorithm ids → callables.
+
+Only code registers algorithms; templates reference ids declared here.
+"""
+
+from __future__ import annotations
+
+from typing import Any, Callable, Dict, Mapping
+
+from data_layer.training_profile.algorithms.builtin.linear_range import (
+    ALGORITHM_ID as LINEAR_RANGE_ID,
+    linear_range_score,
+)
+from data_layer.training_profile.algorithms.builtin.threshold_band import (
+    ALGORITHM_ID as THRESHOLD_BAND_ID,
+    threshold_band_score,
+)
+from data_layer.training_profile.models import AlgorithmRunResult
+
+AlgorithmFn = Callable[..., AlgorithmRunResult]
+
+_REGISTRY: Dict[str, AlgorithmFn] = {}
+
+
+def register_algorithm(algorithm_id: str, fn: AlgorithmFn) -> None:
+    if algorithm_id in _REGISTRY:
+        raise ValueError(f"Algorithm already registered: {algorithm_id}")
+    _REGISTRY[algorithm_id] = fn
+
+
+def get_algorithm(algorithm_id: str) -> AlgorithmFn:
+    if algorithm_id not in _REGISTRY:
+        raise KeyError(f"Unknown algorithm_id: {algorithm_id}")
+    return _REGISTRY[algorithm_id]
+
+
+def list_algorithm_ids() -> tuple[str, ...]:
+    return tuple(sorted(_REGISTRY.keys()))
+
+
+def _register_defaults() -> None:
+    register_algorithm(THRESHOLD_BAND_ID, threshold_band_score)
+    register_algorithm(LINEAR_RANGE_ID, linear_range_score)
+
+
+_register_defaults()

backend/data_layer/training_profile/models.py

@@ -0,0 +1,121 @@
+"""
+Declarative schemas for template-based training evaluation (Layer 1 scaffold).
+
+Templates select built-in algorithms by id and pass parameters; they do not embed
+executable logic. See resolver and algorithm registry.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Mapping, Optional
+
+
+@dataclass(frozen=True)
+class FocusAreaMapping:
+    """Maps a share of one dimension's score to a Focus Area (by stable key)."""
+
+    focus_area_key: str
+    weight: float
+
+
+@dataclass(frozen=True)
+class DimensionSpec:
+    """
+    One evaluation dimension: algorithm + inputs + params + FA mapping.
+
+    inputs: names of keys expected in the flat activity_inputs dict passed to the resolver.
+    """
+
+    key: str
+    algorithm_id: str
+    inputs: tuple[str, ...]
+    params: Mapping[str, Any]
+    maps_to: tuple[FocusAreaMapping, ...]
+
+
+@dataclass(frozen=True)
+class CalculationTemplate:
+    """Declarative multi-dimensional calculation template (in-code registry)."""
+
+    id: str
+    version: str
+    label: str
+    dimensions: tuple[DimensionSpec, ...]
+
+
+@dataclass(frozen=True)
+class TrainingBaseProfile:
+    """
+    Conceptual base profile: links a training context to a default template.
+
+    allowed_dimension_keys: if set, dimensions not listed are skipped at resolve time.
+    """
+
+    key: str
+    label: str
+    default_template_id: str
+    allowed_dimension_keys: Optional[frozenset[str]] = None
+
+
+@dataclass
+class AlgorithmRunResult:
+    """Output of a single built-in algorithm execution."""
+
+    raw_score: float
+    normalized_score: float
+    missing_inputs: List[str]
+    detail: Dict[str, Any] = field(default_factory=dict)
+
+
+@dataclass
+class DimensionResult:
+    """Per-dimension result after resolution."""
+
+    dimension_key: str
+    algorithm_id: str
+    raw_score: float
+    normalized_score: float
+    missing_inputs: List[str]
+    evidence: Dict[str, Any] = field(default_factory=dict)
+
+
+@dataclass
+class TrainingEvaluationResult:
+    """
+    Stable structured result for Layer 2 (KI, charts, APIs, future persistence).
+
+    focus_area_contributions: aggregated contribution per focus_area key (additive).
+    """
+
+    template_id: str
+    template_version: str
+    base_profile_key: Optional[str]
+    dimension_results: List[DimensionResult]
+    focus_area_contributions: Dict[str, float]
+    confidence: str
+    evidence: Dict[str, Any]
+    trace: Optional[Dict[str, Any]] = None
+
+    def to_serializable(self) -> Dict[str, Any]:
+        """JSON-compatible dict (for APIs / storage)."""
+        return {
+            "template_id": self.template_id,
+            "template_version": self.template_version,
+            "base_profile_key": self.base_profile_key,
+            "dimension_results": [
+                {
+                    "dimension_key": d.dimension_key,
+                    "algorithm_id": d.algorithm_id,
+                    "raw_score": d.raw_score,
+                    "normalized_score": d.normalized_score,
+                    "missing_inputs": d.missing_inputs,
+                    "evidence": d.evidence,
+                }
+                for d in self.dimension_results
+            ],
+            "focus_area_contributions": dict(self.focus_area_contributions),
+            "confidence": self.confidence,
+            "evidence": self.evidence,
+            "trace": self.trace,
+        }

backend/data_layer/training_profile/profiles/__init__.py

@@ -0,0 +1,13 @@
+"""Training base profile registrations (scaffold, in-code)."""
+
+from .registry import (
+    get_training_base_profile,
+    list_training_base_profile_keys,
+    try_get_training_base_profile,
+)
+
+__all__ = [
+    "get_training_base_profile",
+    "list_training_base_profile_keys",
+    "try_get_training_base_profile",
+]

backend/data_layer/training_profile/profiles/registry.py

@@ -0,0 +1,52 @@
+"""
+Example training base profiles — point to default templates and optional dimension filters.
+
+Future: DB-backed training types may reference profile keys; this registry is code-only.
+"""
+
+from __future__ import annotations
+
+from typing import Dict, Optional
+
+from data_layer.training_profile.models import TrainingBaseProfile
+
+_PROFILES: Dict[str, TrainingBaseProfile] = {}
+
+
+def _register(p: TrainingBaseProfile) -> None:
+    if p.key in _PROFILES:
+        raise ValueError(f"Duplicate training base profile key: {p.key}")
+    _PROFILES[p.key] = p
+
+
+def get_training_base_profile(key: str) -> TrainingBaseProfile:
+    if key not in _PROFILES:
+        raise KeyError(f"Unknown training base profile: {key}")
+    return _PROFILES[key]
+
+
+def try_get_training_base_profile(key: str) -> Optional[TrainingBaseProfile]:
+    return _PROFILES.get(key)
+
+
+def list_training_base_profile_keys() -> tuple[str, ...]:
+    return tuple(sorted(_PROFILES.keys()))
+
+
+_register(
+    TrainingBaseProfile(
+        key="scaffold_aerobic_base",
+        label="Scaffold: aerobic base profile",
+        default_template_id="scaffold_example_aerobic_v1",
+        allowed_dimension_keys=None,
+    )
+)
+
+_register(
+    TrainingBaseProfile(
+        key="scaffold_strength_base",
+        label="Scaffold: strength base profile",
+        default_template_id="scaffold_example_strength_v1",
+        allowed_dimension_keys=frozenset({"effort"}),
+    )
+)

backend/data_layer/training_profile/resolver.py

@@ -0,0 +1,160 @@
+"""
+Layer 1 entry: resolve a multi-dimensional training evaluation from a template.
+
+Pure calculation orchestration — no DB, no HTTP, no formatting for KI/charts.
+"""
+
+from __future__ import annotations
+
+from collections import defaultdict
+from typing import Any, Dict, List, Mapping, Optional
+
+from data_layer.training_profile.algorithms.registry import get_algorithm
+from data_layer.training_profile.models import (
+    CalculationTemplate,
+    DimensionResult,
+    DimensionSpec,
+    TrainingBaseProfile,
+    TrainingEvaluationResult,
+)
+
+
+def _required_inputs_present(
+    activity_inputs: Mapping[str, Any], keys: tuple[str, ...]
+) -> tuple[bool, List[str]]:
+    missing: List[str] = []
+    for k in keys:
+        if k not in activity_inputs or activity_inputs[k] is None:
+            missing.append(k)
+    return (len(missing) == 0, missing)
+
+
+def _confidence_level(total_dims: int, dims_with_any_missing: int) -> str:
+    if total_dims == 0:
+        return "insufficient"
+    if dims_with_any_missing == 0:
+        return "high"
+    if dims_with_any_missing >= total_dims:
+        return "insufficient"
+    if dims_with_any_missing == 1:
+        return "medium"
+    return "low"
+
+
+def _filter_dimensions(
+    template: CalculationTemplate, base_profile: Optional[TrainingBaseProfile]
+) -> tuple[DimensionSpec, ...]:
+    if base_profile is None or base_profile.allowed_dimension_keys is None:
+        return template.dimensions
+    allowed = base_profile.allowed_dimension_keys
+    return tuple(d for d in template.dimensions if d.key in allowed)
+
+
+def resolve_training_evaluation(
+    *,
+    activity_inputs: Mapping[str, Any],
+    template: CalculationTemplate,
+    base_profile: Optional[TrainingBaseProfile] = None,
+    include_trace: bool = False,
+) -> TrainingEvaluationResult:
+    """
+    Run all template dimensions, aggregate Focus Area contributions, attach evidence.
+
+    activity_inputs: flat dict (e.g. avg_hr, duration_min, distance_km) supplied by caller.
+    """
+    dimensions = _filter_dimensions(template, base_profile)
+    dimension_results: List[DimensionResult] = []
+    contributions: Dict[str, float] = defaultdict(float)
+    evidence: Dict[str, Any] = {
+        "dimensions_total": len(dimensions),
+        "inputs_keys": sorted(activity_inputs.keys()),
+    }
+    trace: Optional[Dict[str, Any]] = {} if include_trace else None
+
+    dims_with_missing = 0
+
+    for spec in dimensions:
+        ok, missing = _required_inputs_present(activity_inputs, spec.inputs)
+        if not ok:
+            dims_with_missing += 1
+            dimension_results.append(
+                DimensionResult(
+                    dimension_key=spec.key,
+                    algorithm_id=spec.algorithm_id,
+                    raw_score=0.0,
+                    normalized_score=0.0,
+                    missing_inputs=list(missing),
+                    evidence={"skipped": True, "reason": "required_inputs_missing"},
+                )
+            )
+            if trace is not None:
+                trace[spec.key] = {"skipped": True, "missing": missing}
+            continue
+
+        algo = get_algorithm(spec.algorithm_id)
+        slice_inputs = {k: activity_inputs[k] for k in spec.inputs}
+        run = algo(inputs=slice_inputs, params=dict(spec.params))
+
+        if run.missing_inputs:
+            dims_with_missing += 1
+
+        dimension_results.append(
+            DimensionResult(
+                dimension_key=spec.key,
+                algorithm_id=spec.algorithm_id,
+                raw_score=run.raw_score,
+                normalized_score=run.normalized_score,
+                missing_inputs=list(run.missing_inputs),
+                evidence={"algorithm_detail": run.detail},
+            )
+        )
+
+        for m in spec.maps_to:
+            contributions[m.focus_area_key] += run.normalized_score * m.weight
+
+        if trace is not None:
+            trace[spec.key] = {
+                "inputs": dict(slice_inputs),
+                "params": dict(spec.params),
+                "run": {
+                    "raw_score": run.raw_score,
+                    "normalized_score": run.normalized_score,
+                    "missing_inputs": run.missing_inputs,
+                    "detail": run.detail,
+                },
+                "maps_to": [(x.focus_area_key, x.weight) for x in spec.maps_to],
+            }
+
+    conf = _confidence_level(len(dimensions), dims_with_missing)
+    evidence["dimensions_with_missing_or_failed"] = dims_with_missing
+
+    return TrainingEvaluationResult(
+        template_id=template.id,
+        template_version=template.version,
+        base_profile_key=base_profile.key if base_profile else None,
+        dimension_results=dimension_results,
+        focus_area_contributions=dict(contributions),
+        confidence=conf,
+        evidence=evidence,
+        trace=trace,
+    )
+
+
+def resolve_for_base_profile(
+    *,
+    activity_inputs: Mapping[str, Any],
+    base_profile_key: str,
+    include_trace: bool = False,
+) -> TrainingEvaluationResult:
+    """Convenience: load profile + default template from registries."""
+    from data_layer.training_profile.profiles.registry import get_training_base_profile
+    from data_layer.training_profile.templates.registry import get_calculation_template
+
+    profile = get_training_base_profile(base_profile_key)
+    template = get_calculation_template(profile.default_template_id)
+    return resolve_training_evaluation(
+        activity_inputs=activity_inputs,
+        template=template,
+        base_profile=profile,
+        include_trace=include_trace,
+    )

backend/data_layer/training_profile/templates/__init__.py

@@ -0,0 +1,5 @@
+"""Declarative calculation templates (in-code registry, scaffold)."""
+
+from .registry import get_calculation_template, list_calculation_template_ids
+
+__all__ = ["get_calculation_template", "list_calculation_template_ids"]

backend/data_layer/training_profile/templates/registry.py

@@ -0,0 +1,96 @@
+"""
+Example calculation templates — declarative only; algorithms are referenced by id.
+
+These are scaffolding examples, not production coaching rules.
+"""
+
+from __future__ import annotations
+
+from typing import Dict
+
+from data_layer.training_profile.models import CalculationTemplate, DimensionSpec, FocusAreaMapping
+
+_TEMPLATES: Dict[str, CalculationTemplate] = {}
+
+
+def _register(t: CalculationTemplate) -> None:
+    if t.id in _TEMPLATES:
+        raise ValueError(f"Duplicate template id: {t.id}")
+    _TEMPLATES[t.id] = t
+
+
+def get_calculation_template(template_id: str) -> CalculationTemplate:
+    if template_id not in _TEMPLATES:
+        raise KeyError(f"Unknown calculation template: {template_id}")
+    return _TEMPLATES[template_id]
+
+
+def list_calculation_template_ids() -> tuple[str, ...]:
+    return tuple(sorted(_TEMPLATES.keys()))
+
+
+# --- Example templates (illustrative) ---
+
+_example_aerobic = CalculationTemplate(
+    id="scaffold_example_aerobic_v1",
+    version="1",
+    label="Scaffold: aerobic-style intensity + volume (example)",
+    dimensions=(
+        DimensionSpec(
+            key="intensity",
+            algorithm_id="threshold_band",
+            inputs=("avg_hr", "duration_min"),
+            params={
+                "value_key": "avg_hr",
+                "bands": [
+                    {"max": 120, "score": 0.25},
+                    {"max": 140, "score": 0.55},
+                    {"max": 160, "score": 0.85},
+                    {"max": None, "score": 1.0},
+                ],
+            },
+            maps_to=(
+                FocusAreaMapping("aerobic_endurance", 0.7),
+                FocusAreaMapping("cardiovascular_health", 0.3),
+            ),
+        ),
+        DimensionSpec(
+            key="volume",
+            algorithm_id="linear_range",
+            inputs=("duration_min", "distance_km"),
+            params={
+                "value_key": "duration_min",
+                "min_value": 10.0,
+                "max_value": 90.0,
+                "invert": False,
+            },
+            maps_to=(FocusAreaMapping("aerobic_endurance", 0.8),),
+        ),
+    ),
+)
+
+_example_strength = CalculationTemplate(
+    id="scaffold_example_strength_v1",
+    version="1",
+    label="Scaffold: strength session load (example)",
+    dimensions=(
+        DimensionSpec(
+            key="effort",
+            algorithm_id="linear_range",
+            inputs=("duration_min",),
+            params={
+                "value_key": "duration_min",
+                "min_value": 20.0,
+                "max_value": 75.0,
+                "invert": False,
+            },
+            maps_to=(
+                FocusAreaMapping("strength", 0.9),
+                FocusAreaMapping("strength_endurance", 0.1),
+            ),
+        ),
+    ),
+)
+
+_register(_example_aerobic)
+_register(_example_strength)

backend/focus_area_usage_helpers.py

@@ -0,0 +1,20 @@
+"""Kleine Helfer für Focus-Area-Nutzungstypen (ohne Router-/Auth-Abhängigkeiten)."""
+from __future__ import annotations
+
+import json
+from typing import Any, List
+
+
+def coerce_usage_type_keys(raw: Any) -> List[str]:
+    """json_agg / JSON-Spalte zu list[str] normalisieren."""
+    if raw is None:
+        return []
+    if isinstance(raw, list):
+        return [str(x) for x in raw]
+    if isinstance(raw, str):
+        try:
+            data = json.loads(raw)
+            return [str(x) for x in data] if isinstance(data, list) else []
+        except json.JSONDecodeError:
+            return []
+    return []

backend/main.py

@@ -28,6 +28,9 @@ from routers import goal_types, goal_progress, training_phases, fitness_tests  #
 from routers import charts  # Phase 0c Multi-Layer Architecture
 from routers import workflow_questions  # Phase 1 Workflow Engine - Question Catalog
 from routers import workflows  # Phase 2 Workflow Engine - Execution
+from routers import reference_values  # Persönliche Referenzwerte (Profil)
+from routers import admin_reference_value_types  # Admin: Referenzwert-Typen
+from routers import app_dashboard  # Geschützter App-Bereich: Dashboard-Lab Layout
 
 # ── App Configuration ─────────────────────────────────────────────────────────
 DATA_DIR   = Path(os.getenv("DATA_DIR",   "./data"))
@@ -115,6 +118,9 @@ app.include_router(charts.router)               # /api/charts/* (Phase 0c Charts
 # Phase 1-2 Workflow Engine
 app.include_router(workflow_questions.router)   # /api/workflow/questions/* (Phase 1 Question Catalog)
 app.include_router(workflows.router)            # /api/workflows/* (Phase 2 Execution)
+app.include_router(reference_values.router)     # /api/reference-value-types, /api/profile-reference-values
+app.include_router(admin_reference_value_types.router)  # /api/admin/reference-value-types
+app.include_router(app_dashboard.router)  # /api/app/dashboard-layout
 
 # ── Health Check ──────────────────────────────────────────────────────────────
 @app.get("/")

backend/migrations/036_focus_area_usage_types.sql

@@ -0,0 +1,36 @@
+-- Migration 036: Focus Area — erlaubte Nutzungstypen (Referenz + M:N)
+-- Date: 2026-04-06
+-- Purpose: System-seeded usage types; optional Zuordnung pro Focus Area (kein Auto-Backfill)
+
+-- Referenztabelle: feste, systemdefinierte Nutzungstypen
+CREATE TABLE IF NOT EXISTS focus_area_usage_types (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    key VARCHAR(64) UNIQUE NOT NULL,
+    label_de VARCHAR(160),
+    sort_order INT NOT NULL DEFAULT 0,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
+);
+
+COMMENT ON TABLE focus_area_usage_types IS
+    'Systemdefinierte Nutzungsarten für Focus Areas (kein Admin-CRUD in v1)';
+
+-- M:N: welche Nutzungstypen für eine Focus Area erlaubt sind (leer = noch nicht klassifiziert)
+CREATE TABLE IF NOT EXISTS focus_area_definition_usage_types (
+    focus_area_id UUID NOT NULL REFERENCES focus_area_definitions(id) ON DELETE CASCADE,
+    usage_type_id UUID NOT NULL REFERENCES focus_area_usage_types(id) ON DELETE CASCADE,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
+    PRIMARY KEY (focus_area_id, usage_type_id)
+);
+
+CREATE INDEX IF NOT EXISTS idx_fadut_focus_area ON focus_area_definition_usage_types(focus_area_id);
+CREATE INDEX IF NOT EXISTS idx_fadut_usage_type ON focus_area_definition_usage_types(usage_type_id);
+
+COMMENT ON TABLE focus_area_definition_usage_types IS
+    'Zuordnung Focus Area → erlaubte Nutzungstypen (kein automatisches Befüllen bestehender Areas)';
+
+-- Seed: nur die drei Typen — keine Zeilen in der Junction-Tabelle
+INSERT INTO focus_area_usage_types (key, label_de, sort_order) VALUES
+    ('goal_priority', 'Ziele / Prioritäten', 1),
+    ('expected_training_effect', 'Erwartetes Trainingseffekt-Profil', 2),
+    ('concrete_training_contribution', 'Konkrete Trainings-Beiträge / Belastungsausprägung', 3)
+ON CONFLICT (key) DO NOTHING;

backend/migrations/037_profile_reference_values.sql

@@ -0,0 +1,99 @@
+-- Migration 037: Persönliche Referenzwerte (Typkatalog + historische Werte pro Profil)
+-- Date: 2026-04-06
+-- Purpose: System-definierte Referenztyp-Schlüssel; Nutzer pflegt nur historische Einträge.
+
+CREATE TABLE IF NOT EXISTS reference_value_types (
+    id              SERIAL PRIMARY KEY,
+    key             VARCHAR(64) NOT NULL UNIQUE,
+    label           VARCHAR(200) NOT NULL,
+    description     TEXT,
+    default_unit    VARCHAR(32),
+    sort_order      INT NOT NULL DEFAULT 0,
+    active          BOOLEAN NOT NULL DEFAULT TRUE,
+    metadata        JSONB NOT NULL DEFAULT '{}',
+    created_at      TIMESTAMP WITH TIME ZONE NOT NULL DEFAULT NOW()
+);
+
+COMMENT ON TABLE reference_value_types IS
+    'Systemdefinierte Typen persönlicher Referenzwerte (kein Nutzer-CRUD auf Typen)';
+
+CREATE TABLE IF NOT EXISTS profile_reference_values (
+    id                      BIGSERIAL PRIMARY KEY,
+    profile_id              UUID NOT NULL REFERENCES profiles(id) ON DELETE CASCADE,
+    reference_value_type_id INT NOT NULL REFERENCES reference_value_types(id) ON DELETE RESTRICT,
+    effective_date          DATE NOT NULL,
+    value_numeric           NUMERIC(18, 6),
+    value_text              TEXT,
+    unit                    VARCHAR(32) NOT NULL,
+    source                  TEXT,
+    confidence              NUMERIC(5, 2),
+    method                  TEXT,
+    notes                   TEXT,
+    extra                   JSONB NOT NULL DEFAULT '{}',
+    created_at              TIMESTAMP WITH TIME ZONE NOT NULL DEFAULT NOW(),
+    updated_at              TIMESTAMP WITH TIME ZONE NOT NULL DEFAULT NOW(),
+    CONSTRAINT profile_reference_values_value_ck CHECK (
+        value_numeric IS NOT NULL OR (value_text IS NOT NULL AND length(trim(value_text)) > 0)
+    )
+);
+
+COMMENT ON TABLE profile_reference_values IS
+    'Historische Referenzwerte pro Profil (kein Überschreiben eines Einzel-»aktuellen« Werts)';
+
+CREATE INDEX IF NOT EXISTS idx_prv_profile_type_date
+    ON profile_reference_values (profile_id, reference_value_type_id, effective_date DESC);
+
+CREATE INDEX IF NOT EXISTS idx_prv_profile
+    ON profile_reference_values (profile_id);
+
+-- Seed: nur Typdefinitionen, keine Benutzerwerte
+INSERT INTO reference_value_types (key, label, description, default_unit, sort_order, active) VALUES
+    (
+        'max_heart_rate',
+        'Maximale Herzfrequenz',
+        'Individuelle HRmax (z. B. aus Leistungstest oder geschätzt).',
+        'bpm',
+        10,
+        TRUE
+    ),
+    (
+        'anaerobic_threshold_hr',
+        'Anaerober Schwellenwert (Herzfrequenz)',
+        'Laktatschwelle / anaerober Schwellenpuls.',
+        'bpm',
+        20,
+        TRUE
+    ),
+    (
+        'aerobic_threshold_hr',
+        'Aerober Schwellenwert (Herzfrequenz)',
+        'Erster aerobet/schwellenanaloger Trainingsbereich (GA2).',
+        'bpm',
+        30,
+        TRUE
+    ),
+    (
+        'training_frequency_weekly',
+        'Trainingshäufigkeit',
+        'Geplante oder beobachtete Einheiten pro Woche.',
+        'Sessions/Woche',
+        40,
+        TRUE
+    ),
+    (
+        'fitness_level',
+        'Fitnesslevel',
+        'Subjektive oder normierte Einstufung (Zahl oder Kurzbeschreibung im Freitextfeld).',
+        'Stufe',
+        50,
+        TRUE
+    ),
+    (
+        'resting_heart_rate',
+        'Ruhepuls (Referenz)',
+        'Ruheherzfrequenz als persönliche Referenz (z. B. morgens).',
+        'bpm',
+        15,
+        TRUE
+    )
+ON CONFLICT (key) DO NOTHING;

backend/migrations/038_reference_value_type_metadata.sql

@@ -0,0 +1,54 @@
+-- Migration 038: Referenzwert-Typen — Kategorie, Datentyp, Plausibilisierung; confidence als Diskretwert
+-- Date: 2026-04-06
+
+ALTER TABLE reference_value_types ADD COLUMN IF NOT EXISTS category TEXT;
+
+ALTER TABLE reference_value_types ADD COLUMN IF NOT EXISTS value_data_type VARCHAR(32) NOT NULL DEFAULT 'decimal';
+
+ALTER TABLE reference_value_types ADD COLUMN IF NOT EXISTS validation_rules JSONB NOT NULL DEFAULT '{}';
+
+ALTER TABLE reference_value_types DROP CONSTRAINT IF EXISTS rvt_value_data_type_chk;
+
+ALTER TABLE reference_value_types ADD CONSTRAINT rvt_value_data_type_chk CHECK (
+    value_data_type IN ('integer', 'decimal', 'percentage', 'text', 'enum')
+);
+
+COMMENT ON COLUMN reference_value_types.category IS 'Freitext-Kategorie (UI/Admin)';
+COMMENT ON COLUMN reference_value_types.value_data_type IS 'Logischer Wert-Typ für Erfassung & Validierung';
+COMMENT ON COLUMN reference_value_types.validation_rules IS 'JSON: min, max, positive_only, max_length, not_empty, allowed_values[]';
+
+-- Bestehende Seeds mit sinnvollen Defaults
+UPDATE reference_value_types SET
+    value_data_type = 'integer',
+    validation_rules = '{"min": 40, "max": 240, "positive_only": true}'::jsonb
+WHERE key IN ('max_heart_rate', 'resting_heart_rate');
+
+UPDATE reference_value_types SET
+    value_data_type = 'integer',
+    validation_rules = '{"min": 80, "max": 210, "positive_only": true}'::jsonb
+WHERE key IN ('anaerobic_threshold_hr', 'aerobic_threshold_hr');
+
+UPDATE reference_value_types SET
+    value_data_type = 'integer',
+    validation_rules = '{"min": 0, "max": 21, "positive_only": false}'::jsonb
+WHERE key = 'training_frequency_weekly';
+
+UPDATE reference_value_types SET
+    value_data_type = 'text',
+    validation_rules = '{"max_length": 200, "not_empty": true}'::jsonb
+WHERE key = 'fitness_level';
+
+-- profile_reference_values.confidence: von NUMERIC auf diskrete Stufen
+ALTER TABLE profile_reference_values ALTER COLUMN confidence DROP DEFAULT;
+
+ALTER TABLE profile_reference_values
+    ALTER COLUMN confidence TYPE VARCHAR(32)
+    USING (NULL::varchar(32));
+
+COMMENT ON COLUMN profile_reference_values.confidence IS 'high | medium | low | unknown';
+
+-- Optionaler leerer Text (not_empty=false): leere Zeichenkette statt „kein Wert“
+ALTER TABLE profile_reference_values DROP CONSTRAINT IF EXISTS profile_reference_values_value_ck;
+ALTER TABLE profile_reference_values ADD CONSTRAINT profile_reference_values_value_ck CHECK (
+    value_numeric IS NOT NULL OR value_text IS NOT NULL
+);

backend/migrations/039_dashboard_layout.sql

@@ -0,0 +1,5 @@
+-- Nutzer-Dashboard: Layout (JSONB) für geschützten App-Lab-Bereich (Issue #65, Phase 1)
+ALTER TABLE profiles ADD COLUMN IF NOT EXISTS dashboard_layout JSONB DEFAULT NULL;
+
+COMMENT ON COLUMN profiles.dashboard_layout IS
+  'Optional: konfigurierbare Dashboard-Widget-Reihenfolge/Sichtbarkeit (v1 JSON). NULL = Standard.';

backend/migrations/040_system_config.sql

@@ -0,0 +1,8 @@
+-- Globale System-Konfiguration (Key/Value, JSONB)
+CREATE TABLE IF NOT EXISTS system_config (
+    key VARCHAR(64) PRIMARY KEY,
+    value JSONB NOT NULL,
+    updated_at TIMESTAMPTZ NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+CREATE INDEX IF NOT EXISTS idx_system_config_updated_at ON system_config (updated_at);

backend/reference_value_validation.py

@@ -0,0 +1,170 @@
+"""
+Validierung & Konstanten für persönliche Referenzwerte.
+"""
+from __future__ import annotations
+
+from typing import Any, Optional
+
+from fastapi import HTTPException
+
+REF_VALUE_SOURCES = frozenset(
+    {
+        "manual_user",
+        "manual_admin",
+        "import_device",
+        "import_app",
+        "derived_system",
+        "estimated_system",
+        "test_entry",
+    }
+)
+
+REF_VALUE_METHODS = frozenset(
+    {
+        "direct_measurement",
+        "lab_test",
+        "field_test",
+        "questionnaire",
+        "formula_estimation",
+        "trend_analysis",
+        "device_algorithm",
+        "manual_assessment",
+        "imported_external",
+        "unknown",
+    }
+)
+
+
+REF_VALUE_CONFIDENCE = frozenset({"high", "medium", "low", "unknown"})
+
+# Anzeigereihenfolge (nicht alphabetisch)
+REF_VALUE_CONFIDENCE_ORDER = ("high", "medium", "low", "unknown")
+
+VALUE_DATA_TYPES = frozenset({"integer", "decimal", "percentage", "text", "enum"})
+
+
+def _rules_dict(raw: Any) -> dict:
+    if not raw:
+        return {}
+    if isinstance(raw, dict):
+        return raw
+    return {}
+
+
+def validate_meta_source(source: Optional[str]) -> str:
+    if not source or not str(source).strip():
+        raise HTTPException(400, "Quelle (source) ist erforderlich.")
+    s = str(source).strip()
+    if s not in REF_VALUE_SOURCES:
+        raise HTTPException(400, f"Ungültige Quelle: {s}")
+    return s
+
+
+def validate_meta_method(method: Optional[str]) -> str:
+    if not method or not str(method).strip():
+        raise HTTPException(400, "Methode (method) ist erforderlich.")
+    m = str(method).strip()
+    if m not in REF_VALUE_METHODS:
+        raise HTTPException(400, f"Ungültige Methode: {m}")
+    return m
+
+
+def validate_meta_confidence(confidence: Optional[str]) -> str:
+    if not confidence or not str(confidence).strip():
+        raise HTTPException(400, "Vertrauensgrad (confidence) ist erforderlich.")
+    c = str(confidence).strip().lower()
+    if c not in REF_VALUE_CONFIDENCE:
+        raise HTTPException(400, f"Ungültiger Vertrauensgrad: {c}")
+    return c
+
+
+def resolve_unit_from_type(default_unit: Optional[str]) -> str:
+    u = (default_unit or "").strip()
+    if not u:
+        raise HTTPException(
+            400,
+            "Für diesen Kennwert-Typ ist keine Einheit hinterlegt. Bitte im Admin einen Standard unter „Standard-Einheit“ setzen.",
+        )
+    return u
+
+
+def validate_value_for_data_type(
+    value_data_type: str,
+    validation_rules_raw: Any,
+    value_numeric: Optional[float],
+    value_text: Optional[str],
+) -> tuple[Optional[float], Optional[str]]:
+    """
+    Je nach value_data_type den Wert prüfen und (value_numeric, value_text) für die DB liefern.
+    """
+    vdt = (value_data_type or "decimal").strip().lower()
+    if vdt not in VALUE_DATA_TYPES:
+        raise HTTPException(400, f"Ungültiger interner Datentyp: {vdt}")
+
+    rules = _rules_dict(validation_rules_raw)
+
+    if vdt in ("integer", "decimal", "percentage"):
+        if value_numeric is None:
+            raise HTTPException(400, "Bitte einen numerischen Wert eingeben.")
+        v = float(value_numeric)
+        if vdt == "integer":
+            if abs(v - round(v)) > 1e-9:
+                raise HTTPException(400, "Der Wert muss eine ganze Zahl sein.")
+            v = float(int(round(v)))
+        pos = bool(rules.get("positive_only"))
+        mn = rules.get("min")
+        mx = rules.get("max")
+        if mn is not None:
+            mn = float(mn)
+        if mx is not None:
+            mx = float(mx)
+        if vdt == "percentage":
+            gmn = float(mn) if mn is not None else 0.0
+            gmx = float(mx) if mx is not None else 100.0
+            gmn = max(gmn, 0.0)
+            gmx = min(gmx, 100.0)
+            if gmn > gmx:
+                raise HTTPException(500, "Ungültige Plausibilisierung: min > max (Prozent).")
+            if v < gmn or v > gmx:
+                raise HTTPException(
+                    400,
+                    f"Prozentwert muss zwischen {gmn} und {gmx} liegen.",
+                )
+            if pos and v <= 0:
+                raise HTTPException(400, "Prozentwert muss positiv sein (laut Konfiguration).")
+        else:
+            if pos and v <= 0:
+                raise HTTPException(400, "Der Wert muss positiv sein (laut Konfiguration).")
+            if mn is not None and v < mn:
+                raise HTTPException(400, f"Der Wert muss mindestens {mn} sein.")
+            if mx is not None and v > mx:
+                raise HTTPException(400, f"Der Wert darf höchstens {mx} sein.")
+        return v, None
+
+    # text / enum
+    s = (value_text or "").strip() if value_text is not None else ""
+    if vdt == "text" and not s and not rules.get("not_empty"):
+        return None, ""
+    if rules.get("not_empty") and not s:
+        raise HTTPException(400, "Der Text darf nicht leer sein.")
+    ml = rules.get("max_length")
+    if ml is not None:
+        try:
+            ml_int = int(ml)
+        except (TypeError, ValueError):
+            ml_int = None
+        if ml_int is not None and len(s) > ml_int:
+            raise HTTPException(400, f"Text zu lang (max. {ml_int} Zeichen).")
+    if vdt == "enum":
+        allowed = rules.get("allowed_values") or []
+        if not isinstance(allowed, list):
+            allowed = []
+        allowed_str = [str(x).strip() for x in allowed if str(x).strip()]
+        if not allowed_str:
+            raise HTTPException(500, "ENUM-Typ ohne erlaubte Werte (Admin-Konfiguration).")
+        if s not in allowed_str:
+            raise HTTPException(
+                400,
+                f"Ungültiger Wert. Erlaubt: {', '.join(allowed_str)}",
+            )
+    return None, s

backend/routers/activity.py

@@ -9,7 +9,7 @@ import uuid
 import logging
 from typing import Optional
 
-from fastapi import APIRouter, HTTPException, UploadFile, File, Header, Depends
+from fastapi import APIRouter, HTTPException, UploadFile, File, Header, Depends, Query
 
 from db import get_db, get_cursor, r2d
 from auth import require_auth, check_feature_access, increment_feature_usage
@@ -32,24 +32,45 @@ logger = logging.getLogger(__name__)
 
 
 @router.get("")
-def list_activity(limit: int=200, x_profile_id: Optional[str]=Header(default=None), session: dict=Depends(require_auth)):
-    """Get activity entries for current profile."""
+def list_activity(
+    limit: int = Query(200, ge=1, le=50_000),
+    days: Optional[int] = Query(None, ge=1, le=4000, description="Nur Einträge mit date >= HEUTE − days (Kalendertage)"),
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+):
+    """Get activity entries for current profile. Optional *days* filter by calendar window (not the same as *limit*)."""
     pid = get_pid(x_profile_id)
     with get_db() as conn:
         cur = get_cursor(conn)
 
-        # Issue #31: Apply global quality filter
+        # Issue #31: Apply global quality filter (profile from DB = saved level)
         cur.execute("SELECT * FROM profiles WHERE id=%s", (pid,))
         profile = r2d(cur.fetchone())
         quality_filter = get_quality_filter_sql(profile)
 
-        cur.execute(f"""
-            SELECT * FROM activity_log
-            WHERE profile_id=%s
-              {quality_filter}
-            ORDER BY date DESC, start_time DESC
-            LIMIT %s
-        """, (pid, limit))
+        if days is not None:
+            cur.execute(
+                f"""
+                SELECT * FROM activity_log
+                WHERE profile_id=%s
+                  {quality_filter}
+                  AND date >= (CURRENT_DATE - %s::integer)
+                ORDER BY date DESC, start_time DESC
+                LIMIT %s
+                """,
+                (pid, days, limit),
+            )
+        else:
+            cur.execute(
+                f"""
+                SELECT * FROM activity_log
+                WHERE profile_id=%s
+                  {quality_filter}
+                ORDER BY date DESC, start_time DESC
+                LIMIT %s
+                """,
+                (pid, limit),
+            )
         return [r2d(r) for r in cur.fetchall()]
 
 

backend/routers/admin.py

@@ -7,12 +7,21 @@ import os
 import smtplib
 from email.mime.text import MIMEText
 from datetime import datetime
+from typing import Any
 
 from fastapi import APIRouter, HTTPException, Depends
 
 from db import get_db, get_cursor, r2d
 from auth import require_admin, hash_pin
 from models import AdminProfileUpdate
+from dashboard_layout_schema import DashboardLayoutPayload, product_default_layout_dict
+from dashboard_widget_entitlements import widgets_catalog_admin_payload
+from system_dashboard_product_default import (
+    delete_product_default_override,
+    get_product_default_base_dict,
+    get_stored_product_default_validated,
+    upsert_product_default_base,
+)
 
 router = APIRouter(prefix="/api/admin", tags=["admin"])
 
@@ -155,3 +164,52 @@ def admin_test_email(data: dict, session: dict=Depends(require_admin)):
         return {"ok": True, "message": f"Test-E-Mail an {email} gesendet"}
     except Exception as e:
         raise HTTPException(500, f"Fehler beim Senden: {str(e)}")
+
+
+@router.get("/widgets/catalog-full")
+def admin_widgets_catalog_full(session: dict = Depends(require_admin)):
+    """Dashboard-Widget-Katalog ohne Feature-Filter (Konfiguration des Produkt-Standards)."""
+    _ = session
+    return widgets_catalog_admin_payload()
+
+
+@router.get("/dashboard-product-default")
+def admin_get_dashboard_product_default(session: dict = Depends(require_admin)):
+    """Aktueller Produkt-Dashboard-Standard (DB oder Code)."""
+    _ = session
+    with get_db() as conn:
+        layout = get_product_default_base_dict(conn)
+        from_database = get_stored_product_default_validated(conn) is not None
+        code_ref = product_default_layout_dict()
+    return {
+        "from_database": from_database,
+        "layout": layout,
+        "code_reference": code_ref,
+    }
+
+
+@router.put("/dashboard-product-default")
+def admin_put_dashboard_product_default(
+    body: dict[str, Any],
+    session: dict = Depends(require_admin),
+):
+    """System-Standard persistieren (JSON wie Nutzer-Layout v1)."""
+    _ = session
+    try:
+        payload = DashboardLayoutPayload.model_validate(body)
+    except Exception as e:
+        raise HTTPException(422, str(e)) from e
+    stored = payload.to_stored_dict()
+    with get_db() as conn:
+        upsert_product_default_base(conn, stored)
+    return {"ok": True, "layout": stored, "from_database": True}
+
+
+@router.delete("/dashboard-product-default")
+def admin_delete_dashboard_product_default(session: dict = Depends(require_admin)):
+    """DB-Override entfernen; App fällt auf Code-Standard zurück."""
+    _ = session
+    with get_db() as conn:
+        delete_product_default_override(conn)
+        layout = get_product_default_base_dict(conn)
+    return {"ok": True, "layout": layout, "from_database": False}

backend/routers/admin_reference_value_types.py

@@ -0,0 +1,282 @@
+"""
+Admin: Referenzwert-Typen (Katalog für persönliche Referenzwerte).
+
+Nur Admins; Nutzer sehen nur aktive Typen über /api/reference-value-types.
+"""
+import re
+from typing import Any, Optional
+
+from fastapi import APIRouter, Depends, HTTPException
+from pydantic import BaseModel, Field
+from psycopg2 import errors as pg_errors
+from psycopg2.extras import Json
+
+from auth import require_admin
+from db import get_db, get_cursor, r2d
+from reference_value_validation import VALUE_DATA_TYPES
+
+router = APIRouter(prefix="/api/admin/reference-value-types", tags=["admin", "reference-value-types"])
+
+KEY_PATTERN = re.compile(r"^[a-z][a-z0-9_]{0,62}$")
+
+
+def _serialize_type(row: dict[str, Any]) -> dict[str, Any]:
+    if not row:
+        return row
+    out = dict(row)
+    ca = out.get("created_at")
+    if ca is not None and hasattr(ca, "isoformat"):
+        out["created_at"] = ca.isoformat()
+    return out
+
+
+def _normalize_value_data_type(v: str) -> str:
+    s = (v or "decimal").strip().lower()
+    if s not in VALUE_DATA_TYPES:
+        raise HTTPException(
+            400,
+            f"Ungültiger Datentyp: {s}. Erlaubt: {', '.join(sorted(VALUE_DATA_TYPES))}",
+        )
+    return s
+
+
+class ReferenceValueTypeAdminCreate(BaseModel):
+    key: str = Field(..., min_length=1, max_length=64)
+    label: str = Field(..., min_length=1, max_length=200)
+    description: Optional[str] = None
+    category: Optional[str] = None
+    default_unit: Optional[str] = Field(None, max_length=32)
+    value_data_type: str = "decimal"
+    validation_rules: Optional[dict] = None
+    active: bool = True
+    metadata: Optional[dict] = None
+
+
+class ReferenceValueTypeAdminUpdate(BaseModel):
+    label: Optional[str] = Field(None, min_length=1, max_length=200)
+    description: Optional[str] = None
+    category: Optional[str] = None
+    default_unit: Optional[str] = Field(None, max_length=32)
+    value_data_type: Optional[str] = None
+    validation_rules: Optional[dict] = None
+    active: Optional[bool] = None
+    metadata: Optional[dict] = None
+
+
+class ReferenceValueTypesReorderBody(BaseModel):
+    ordered_ids: list[int] = Field(..., min_length=1)
+
+
+def _normalize_key(key: str) -> str:
+    k = key.strip().lower()
+    if not KEY_PATTERN.match(k):
+        raise HTTPException(
+            400,
+            "Ungültiger Schlüssel: nur Kleinbuchstaben, Ziffern, Unterstriche; muss mit Buchstabe beginnen.",
+        )
+    return k
+
+
+def _unit_or_none(u: Optional[str]) -> Optional[str]:
+    if u is None:
+        return None
+    s = u.strip()
+    return s if s else None
+
+
+def _cat_or_none(c: Optional[str]) -> Optional[str]:
+    if c is None:
+        return None
+    s = c.strip()
+    return s if s else None
+
+
+@router.get("")
+def admin_list_reference_value_types(session: dict = Depends(require_admin)):
+    """Alle Typen inkl. inaktiver (Admin-Übersicht)."""
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            """
+            SELECT
+                id, key, label, description, category, default_unit, value_data_type,
+                validation_rules, sort_order, active, metadata, created_at
+            FROM reference_value_types
+            ORDER BY sort_order ASC, id ASC
+            """
+        )
+        return [_serialize_type(r2d(r)) for r in cur.fetchall()]
+
+
+@router.post("/reorder")
+def admin_reorder_reference_value_types(
+    body: ReferenceValueTypesReorderBody,
+    session: dict = Depends(require_admin),
+):
+    """Globale Reihenfolge setzen (sort_order = 10, 20, …). Liste muss alle Typ-IDs genau einmal enthalten."""
+    ids = body.ordered_ids
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute("SELECT id FROM reference_value_types")
+        all_ids = sorted([r["id"] for r in cur.fetchall()])
+    if len(ids) != len(all_ids):
+        raise HTTPException(
+            400,
+            f"Erwartet {len(all_ids)} Einträge, erhalten {len(ids)}.",
+        )
+    if sorted(ids) != all_ids:
+        raise HTTPException(400, "Die ID-Liste muss alle Kennwert-Typen exakt einmal enthalten (keine Duplikate).")
+    if len(set(ids)) != len(ids):
+        raise HTTPException(400, "Doppelte IDs sind nicht erlaubt.")
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        for idx, tid in enumerate(ids):
+            cur.execute(
+                "UPDATE reference_value_types SET sort_order = %s WHERE id = %s",
+                ((idx + 1) * 10, tid),
+            )
+    return {"ok": True}
+
+
+@router.get("/{type_id}")
+def admin_get_reference_value_type(type_id: int, session: dict = Depends(require_admin)):
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            """
+            SELECT
+                id, key, label, description, category, default_unit, value_data_type,
+                validation_rules, sort_order, active, metadata, created_at
+            FROM reference_value_types WHERE id = %s
+            """,
+            (type_id,),
+        )
+        row = cur.fetchone()
+    if not row:
+        raise HTTPException(404, "Typ nicht gefunden")
+    return _serialize_type(r2d(row))
+
+
+@router.post("")
+def admin_create_reference_value_type(
+    body: ReferenceValueTypeAdminCreate,
+    session: dict = Depends(require_admin),
+):
+    key = _normalize_key(body.key)
+    vdt = _normalize_value_data_type(body.value_data_type)
+    if not _unit_or_none(body.default_unit):
+        raise HTTPException(400, "Standard-Einheit ist erforderlich (wird bei der Erfassung fix verwendet).")
+    meta = body.metadata if body.metadata is not None else {}
+    rules = body.validation_rules if body.validation_rules is not None else {}
+    if vdt == "enum":
+        av = rules.get("allowed_values") if isinstance(rules, dict) else []
+        if not isinstance(av, list) or not [x for x in av if str(x).strip()]:
+            raise HTTPException(
+                400,
+                "Datentyp ENUM erfordert unter Plausibilisierung eine nicht-leere Liste „Erlaubte Werte“.",
+            )
+    du = _unit_or_none(body.default_unit)
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        try:
+            cur.execute("SELECT COALESCE(MAX(sort_order), 0) AS m FROM reference_value_types")
+            next_sort = int(cur.fetchone()["m"]) + 10
+            cur.execute(
+                """
+                INSERT INTO reference_value_types
+                    (key, label, description, category, default_unit, value_data_type,
+                     validation_rules, sort_order, active, metadata)
+                VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s)
+                RETURNING
+                    id, key, label, description, category, default_unit, value_data_type,
+                    validation_rules, sort_order, active, metadata, created_at
+                """,
+                (
+                    key,
+                    body.label.strip(),
+                    body.description.strip() if body.description else None,
+                    _cat_or_none(body.category),
+                    du,
+                    vdt,
+                    Json(rules),
+                    next_sort,
+                    body.active,
+                    Json(meta),
+                ),
+            )
+            return _serialize_type(r2d(cur.fetchone()))
+        except pg_errors.UniqueViolation:
+            raise HTTPException(409, "Ein Typ mit diesem Schlüssel existiert bereits.")
+
+
+@router.put("/{type_id}")
+def admin_update_reference_value_type(
+    type_id: int,
+    body: ReferenceValueTypeAdminUpdate,
+    session: dict = Depends(require_admin),
+):
+    patch = body.model_dump(exclude_unset=True)
+    if not patch:
+        raise HTTPException(400, "Keine Felder zum Aktualisieren")
+
+    if "value_data_type" in patch and patch["value_data_type"] is not None:
+        patch["value_data_type"] = _normalize_value_data_type(patch["value_data_type"])
+    if "default_unit" in patch:
+        patch["default_unit"] = _unit_or_none(patch.get("default_unit"))
+        if patch["default_unit"] is None:
+            raise HTTPException(400, "Standard-Einheit darf nicht leer werden.")
+    if "description" in patch and patch["description"] is not None:
+        patch["description"] = patch["description"].strip() or None
+    if "category" in patch:
+        patch["category"] = _cat_or_none(patch.get("category"))
+    if "metadata" in patch:
+        patch["metadata"] = Json(patch["metadata"] if patch["metadata"] is not None else {})
+    if "validation_rules" in patch:
+        patch["validation_rules"] = Json(patch["validation_rules"] if patch["validation_rules"] is not None else {})
+
+    cols = []
+    vals = []
+    for k, v in patch.items():
+        cols.append(f"{k} = %s")
+        vals.append(v)
+    vals.append(type_id)
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            f"""
+            UPDATE reference_value_types SET {", ".join(cols)}
+            WHERE id = %s
+            RETURNING
+                id, key, label, description, category, default_unit, value_data_type,
+                validation_rules, sort_order, active, metadata, created_at
+            """,
+            tuple(vals),
+        )
+        row = cur.fetchone()
+        if not row:
+            raise HTTPException(404, "Typ nicht gefunden")
+        return _serialize_type(r2d(row))
+
+
+@router.delete("/{type_id}")
+def admin_delete_reference_value_type(type_id: int, session: dict = Depends(require_admin)):
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            "SELECT COUNT(*) AS c FROM profile_reference_values WHERE reference_value_type_id = %s",
+            (type_id,),
+        )
+        n = cur.fetchone()["c"]
+        if n > 0:
+            raise HTTPException(
+                409,
+                f"Es gibt noch {n} gespeicherte Referenzwert(e) zu diesem Typ. "
+                "Bitte zuerst löschen oder den Typ deaktivieren (active = aus).",
+            )
+        cur.execute("DELETE FROM reference_value_types WHERE id = %s RETURNING id", (type_id,))
+        if not cur.fetchone():
+            raise HTTPException(404, "Typ nicht gefunden")
+    return {"ok": True}

backend/routers/app_dashboard.py

@@ -0,0 +1,115 @@
+"""
+Geschützter App-Bereich: Dashboard-Lab Layout (kein Produktiv-Dashboard).
+
+/api/app/dashboard-layout — nur mit Session + aktivem Profil (X-Profile-Id).
+"""
+from typing import Any, Optional
+
+from fastapi import APIRouter, Depends, Header, HTTPException
+from psycopg2.extras import Json
+
+from auth import require_auth
+from dashboard_layout_schema import (
+    DashboardLayoutPayload,
+    coalesce_effective_layout,
+    lab_default_layout_dict,
+)
+from dashboard_widget_entitlements import apply_entitlements_to_layout_dict, widgets_catalog_payload
+from db import get_cursor, get_db
+from routers.profiles import get_pid
+from system_dashboard_product_default import get_product_default_base_dict
+
+router = APIRouter(prefix="/api/app", tags=["app-dashboard-lab"])
+
+
+@router.get("/widgets/catalog")
+def get_widgets_catalog(
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+) -> dict[str, Any]:
+    """Katalog inkl. allowed pro Widget (Feature / Subscription, effektiver Tier)."""
+    _ = session
+    pid = get_pid(x_profile_id)
+    with get_db() as conn:
+        return widgets_catalog_payload(pid, conn)
+
+
+@router.get("/dashboard-layout")
+def get_dashboard_layout(
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+) -> dict[str, Any]:
+    _ = session
+    pid = get_pid(x_profile_id)
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            "SELECT dashboard_layout FROM profiles WHERE id = %s",
+            (pid,),
+        )
+        row = cur.fetchone()
+    raw = row["dashboard_layout"] if row else None
+    custom, effective = coalesce_effective_layout(raw)
+    with get_db() as conn:
+        base_product = get_product_default_base_dict(conn)
+        if not custom:
+            effective = base_product
+        effective = apply_entitlements_to_layout_dict(effective, pid, conn)
+        product_adj = apply_entitlements_to_layout_dict(base_product, pid, conn)
+        lab_adj = apply_entitlements_to_layout_dict(lab_default_layout_dict(), pid, conn)
+    return {
+        "custom": custom,
+        "layout": effective,
+        "product_default_layout": product_adj,
+        "lab_default_layout": lab_adj,
+    }
+
+
+@router.put("/dashboard-layout")
+def put_dashboard_layout(
+    body: dict[str, Any],
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+) -> dict[str, Any]:
+    _ = session
+    pid = get_pid(x_profile_id)
+    try:
+        payload = DashboardLayoutPayload.model_validate(body)
+    except Exception as e:
+        raise HTTPException(422, str(e)) from e
+    with get_db() as conn:
+        adjusted = apply_entitlements_to_layout_dict(payload.to_stored_dict(), pid, conn)
+        try:
+            payload = DashboardLayoutPayload.model_validate(adjusted)
+        except Exception as e:
+            raise HTTPException(422, str(e)) from e
+    stored = payload.to_stored_dict()
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            "UPDATE profiles SET dashboard_layout = %s WHERE id = %s",
+            (Json(stored), pid),
+        )
+        if cur.rowcount == 0:
+            raise HTTPException(404, "Profil nicht gefunden")
+    return {"ok": True, "layout": stored}
+
+
+@router.post("/dashboard-layout/reset")
+def reset_dashboard_layout(
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+) -> dict[str, Any]:
+    _ = session
+    pid = get_pid(x_profile_id)
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            "UPDATE profiles SET dashboard_layout = NULL WHERE id = %s",
+            (pid,),
+        )
+        if cur.rowcount == 0:
+            raise HTTPException(404, "Profil nicht gefunden")
+        base = get_product_default_base_dict(conn)
+        cleared = apply_entitlements_to_layout_dict(base, pid, conn)
+    return {"ok": True, "layout": cleared}

backend/routers/focus_areas.py

@@ -3,10 +3,11 @@ Focus Areas Router
 Manages dynamic focus area definitions and user preferences
 """
 from fastapi import APIRouter, HTTPException, Depends
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 from typing import Optional, List
 from db import get_db, get_cursor, r2d
 from auth import require_auth
+from focus_area_usage_helpers import coerce_usage_type_keys
 
 router = APIRouter(prefix="/api/focus-areas", tags=["focus-areas"])
 
@@ -36,6 +37,11 @@ class UserFocusPreferences(BaseModel):
     """User's focus area weightings (dynamic)"""
     preferences: dict  # {focus_area_id: weight_pct}
 
+
+class FocusAreaUsageTypesUpdate(BaseModel):
+    """Replace all usage-type assignments for one focus area (admin)."""
+    usage_type_keys: List[str] = Field(default_factory=list)
+
 # ============================================================================
 # Focus Area Definitions (Admin)
 # ============================================================================
@@ -58,14 +64,27 @@ def list_focus_area_definitions(
 
         query = """
             SELECT id, key, name_de, name_en, icon, description, category, is_active,
-                   created_at, updated_at
+                   created_at, updated_at,
+                   COALESCE(
+                       (
+                           SELECT json_agg(faut.key ORDER BY faut.sort_order, faut.key)
+                           FROM focus_area_definition_usage_types fadut
+                           JOIN focus_area_usage_types faut ON faut.id = fadut.usage_type_id
+                           WHERE fadut.focus_area_id = focus_area_definitions.id
+                       ),
+                       '[]'::json
+                   ) AS allowed_usage_type_keys
             FROM focus_area_definitions
             WHERE is_active = true OR %s
             ORDER BY category, name_de
         """
 
         cur.execute(query, (include_inactive,))
-        areas = [r2d(row) for row in cur.fetchall()]
+        areas = []
+        for row in cur.fetchall():
+            d = r2d(row)
+            d['allowed_usage_type_keys'] = coerce_usage_type_keys(d.get('allowed_usage_type_keys'))
+            areas.append(d)
 
         # Group by category
         grouped = {}
@@ -75,6 +94,10 @@ def list_focus_area_definitions(
                 grouped[cat] = []
             grouped[cat].append(area)
 
+        if session.get('role') != 'admin':
+            for area in areas:
+                area.pop('allowed_usage_type_keys', None)
+
         return {
             "areas": areas,
             "grouped": grouped,
@@ -226,6 +249,92 @@ def delete_focus_area_definition(
 
         return {"message": "Focus Area gelöscht"}
 
+
+@router.get("/usage-types")
+def list_focus_area_usage_types(session: dict = Depends(require_auth)):
+    """
+    Liste aller systemdefinierten Nutzungstypen (Admin, Konfigurations-UI).
+    Keine freie Anlage neuer Typen über die API.
+    """
+    if session.get('role') != 'admin':
+        raise HTTPException(status_code=403, detail="Admin-Rechte erforderlich")
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute("""
+            SELECT id, key, label_de, sort_order
+            FROM focus_area_usage_types
+            ORDER BY sort_order, key
+        """)
+        rows = [r2d(r) for r in cur.fetchall()]
+        return {"usage_types": rows, "total": len(rows)}
+
+
+@router.put("/definitions/{area_id}/usage-types")
+def replace_focus_area_usage_types(
+    area_id: str,
+    data: FocusAreaUsageTypesUpdate,
+    session: dict = Depends(require_auth),
+):
+    """
+    Ersetzt die Nutzungstyp-Zuweisungen einer Focus Area (Admin).
+    Leere Liste entfernt alle Zuordnungen. Unbekannte Keys → 400.
+    """
+    if session.get('role') != 'admin':
+        raise HTTPException(status_code=403, detail="Admin-Rechte erforderlich")
+
+    keys = list(dict.fromkeys(data.usage_type_keys))  # dedupe, preserve order
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+
+        cur.execute(
+            "SELECT id FROM focus_area_definitions WHERE id = %s",
+            (area_id,),
+        )
+        if not cur.fetchone():
+            raise HTTPException(status_code=404, detail="Focus Area nicht gefunden")
+
+        if not keys:
+            cur.execute(
+                "DELETE FROM focus_area_definition_usage_types WHERE focus_area_id = %s",
+                (area_id,),
+            )
+            return {"message": "Nutzungstyp-Zuweisungen entfernt", "usage_type_keys": []}
+
+        placeholders = ','.join(['%s'] * len(keys))
+        cur.execute(
+            f"""
+            SELECT id, key FROM focus_area_usage_types
+            WHERE key IN ({placeholders})
+            """,
+            keys,
+        )
+        found = {row['key']: row['id'] for row in cur.fetchall()}
+        missing = [k for k in keys if k not in found]
+        if missing:
+            raise HTTPException(
+                status_code=400,
+                detail=f"Unbekannte Nutzungstyp-Keys: {', '.join(missing)}",
+            )
+
+        cur.execute(
+            "DELETE FROM focus_area_definition_usage_types WHERE focus_area_id = %s",
+            (area_id,),
+        )
+        for k in keys:
+            ut_id = found[k]
+            cur.execute(
+                """
+                INSERT INTO focus_area_definition_usage_types (focus_area_id, usage_type_id)
+                VALUES (%s, %s)
+                ON CONFLICT (focus_area_id, usage_type_id) DO NOTHING
+                """,
+                (area_id, ut_id),
+            )
+
+        return {"message": "Nutzungstyp-Zuweisungen aktualisiert", "usage_type_keys": keys}
+
 # ============================================================================
 # User Focus Preferences
 # ============================================================================

backend/routers/reference_values.py

@@ -0,0 +1,320 @@
+"""
+Persönliche Referenzwerte (profilorientiert)
+
+Typkatalog system-seeded; Nutzer pflegt historische Einträge pro aktivem Profil.
+Einheit immer aus dem Typ; Wert je value_data_type validiert.
+
+Reads (Liste, Summary, Katalog) → data_layer.reference_values (Layer 1).
+"""
+from __future__ import annotations
+
+from datetime import datetime
+from decimal import Decimal
+from typing import Any, Optional
+
+from fastapi import APIRouter, Depends, Header, HTTPException, Query
+from pydantic import BaseModel, Field
+from psycopg2.extras import Json
+
+from auth import require_auth
+from data_layer.reference_values import (
+    fetch_reference_type_by_key,
+    get_profile_reference_values_summary,
+    list_active_reference_value_types_data,
+    list_profile_reference_values_for_type,
+    normalize_reference_row,
+)
+from db import get_db, get_cursor, r2d
+from reference_value_validation import (
+    REF_VALUE_CONFIDENCE,
+    REF_VALUE_CONFIDENCE_ORDER,
+    REF_VALUE_METHODS,
+    REF_VALUE_SOURCES,
+    validate_meta_confidence,
+    validate_meta_method,
+    validate_meta_source,
+    validate_value_for_data_type,
+    resolve_unit_from_type,
+)
+from routers.profiles import get_pid
+
+router = APIRouter(prefix="/api", tags=["reference-values"])
+
+
+class ProfileReferenceValueCreate(BaseModel):
+    reference_value_type_key: str = Field(..., min_length=1, max_length=64)
+    effective_date: str
+    value_numeric: Optional[float] = None
+    value_text: Optional[str] = None
+    source: str = Field(..., min_length=1)
+    method: str = Field(..., min_length=1)
+    confidence: str = Field(..., min_length=1)
+    notes: Optional[str] = None
+    extra: Optional[dict] = None
+
+
+class ProfileReferenceValueUpdate(BaseModel):
+    effective_date: Optional[str] = None
+    value_numeric: Optional[float] = None
+    value_text: Optional[str] = None
+    source: Optional[str] = None
+    method: Optional[str] = None
+    confidence: Optional[str] = None
+    notes: Optional[str] = None
+    extra: Optional[dict] = None
+
+
+@router.get("/reference-value-types")
+def list_reference_value_types(session: dict = Depends(require_auth)):
+    """Alle aktiven Referenztyp-Definitionen (dynamische UI inkl. Validierungsmetadaten)."""
+    return list_active_reference_value_types_data()
+
+
+@router.get("/reference-value-meta/enums")
+def list_reference_value_meta_enums(session: dict = Depends(require_auth)):
+    """Erlaubte Werte für Quelle, Methode, Vertrauensgrad (Erfassungsdialog)."""
+    return {
+        "sources": sorted(REF_VALUE_SOURCES),
+        "methods": sorted(REF_VALUE_METHODS),
+        "confidence_levels": [x for x in REF_VALUE_CONFIDENCE_ORDER if x in REF_VALUE_CONFIDENCE],
+    }
+
+
+@router.get("/profile-reference-values/summary")
+def profile_reference_values_summary(
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+):
+    """
+    Für das aktive Profil: je Referenztyp mit mindestens einem Eintrag der jüngste Wert
+    plus der unmittelbar vorherige (gleiche Sortierung wie Liste), für Tendenz-Anzeigen.
+    """
+    pid = get_pid(x_profile_id)
+    return get_profile_reference_values_summary(pid)
+
+
+@router.get("/profile-reference-values")
+def list_profile_reference_values(
+    type_key: str = Query(..., description="Schlüssel aus reference_value_types.key"),
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+):
+    """Historische Einträge eines Typs für das aktive Profil (neueste zuerst)."""
+    pid = get_pid(x_profile_id)
+    rows = list_profile_reference_values_for_type(pid, type_key)
+    if rows is None:
+        raise HTTPException(404, "Referenztyp nicht gefunden")
+    return rows
+
+
+@router.post("/profile-reference-values")
+def create_profile_reference_value(
+    body: ProfileReferenceValueCreate,
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+):
+    pid = get_pid(x_profile_id)
+    try:
+        datetime.strptime(body.effective_date, "%Y-%m-%d")
+    except ValueError:
+        raise HTTPException(400, "Ungültiges Datum. Format: YYYY-MM-DD")
+
+    src = validate_meta_source(body.source)
+    meth = validate_meta_method(body.method)
+    conf = validate_meta_confidence(body.confidence)
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        t = fetch_reference_type_by_key(cur, body.reference_value_type_key.strip(), require_active=True)
+        if not t:
+            raise HTTPException(404, "Referenztyp nicht gefunden")
+        vdt = (t.get("value_data_type") or "decimal").strip().lower()
+        rules = t.get("validation_rules") or {}
+        vnum, vtxt = validate_value_for_data_type(vdt, rules, body.value_numeric, body.value_text)
+        unit = resolve_unit_from_type(t.get("default_unit"))
+        extra = body.extra if body.extra is not None else {}
+
+        cur.execute(
+            """
+            INSERT INTO profile_reference_values (
+                profile_id, reference_value_type_id, effective_date,
+                value_numeric, value_text, unit, source, confidence, method, notes, extra
+            )
+            VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)
+            RETURNING id
+            """,
+            (
+                pid,
+                t["id"],
+                body.effective_date,
+                vnum,
+                vtxt,
+                unit,
+                src,
+                conf,
+                meth,
+                body.notes,
+                Json(extra),
+            ),
+        )
+        new_id = cur.fetchone()["id"]
+
+        cur.execute(
+            """
+            SELECT
+                v.id,
+                v.profile_id,
+                v.reference_value_type_id,
+                v.effective_date,
+                v.value_numeric,
+                v.value_text,
+                v.unit,
+                v.source,
+                v.confidence,
+                v.method,
+                v.notes,
+                v.extra,
+                v.created_at,
+                v.updated_at,
+                rt.key AS type_key,
+                rt.label AS type_label
+            FROM profile_reference_values v
+            JOIN reference_value_types rt ON rt.id = v.reference_value_type_id
+            WHERE v.id = %s AND v.profile_id = %s
+            """,
+            (new_id, pid),
+        )
+        return normalize_reference_row(r2d(cur.fetchone()))
+
+
+@router.put("/profile-reference-values/{entry_id}")
+def update_profile_reference_value(
+    entry_id: int,
+    body: ProfileReferenceValueUpdate,
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+):
+    pid = get_pid(x_profile_id)
+    patch = body.model_dump(exclude_unset=True)
+    if not patch:
+        raise HTTPException(400, "Keine Felder zum Aktualisieren")
+
+    if patch.get("effective_date"):
+        try:
+            datetime.strptime(patch["effective_date"], "%Y-%m-%d")
+        except ValueError:
+            raise HTTPException(400, "Ungültiges Datum. Format: YYYY-MM-DD")
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            """
+            SELECT v.*, rt.default_unit, rt.value_data_type, rt.validation_rules
+            FROM profile_reference_values v
+            JOIN reference_value_types rt ON rt.id = v.reference_value_type_id
+            WHERE v.id = %s AND v.profile_id = %s
+            """,
+            (entry_id, pid),
+        )
+        row = cur.fetchone()
+        if not row:
+            raise HTTPException(404, "Eintrag nicht gefunden")
+        cur_row = r2d(row)
+
+        vdt = (cur_row.get("value_data_type") or "decimal").strip().lower()
+        rules = cur_row.get("validation_rules") or {}
+
+        new_ed = patch.get("effective_date", cur_row["effective_date"])
+        if hasattr(new_ed, "isoformat"):
+            new_ed = new_ed.isoformat()
+
+        vn = patch["value_numeric"] if "value_numeric" in patch else cur_row.get("value_numeric")
+        vt_raw = patch["value_text"] if "value_text" in patch else cur_row.get("value_text")
+        if vn is not None and isinstance(vn, Decimal):
+            vn = float(vn)
+
+        vnum, vtxt = validate_value_for_data_type(vdt, rules, vn, vt_raw)
+
+        unit = resolve_unit_from_type(cur_row.get("default_unit"))
+
+        if "source" in patch:
+            src = validate_meta_source(patch["source"])
+        else:
+            src = validate_meta_source(cur_row.get("source"))
+        if "method" in patch:
+            meth = validate_meta_method(patch["method"])
+        else:
+            meth = validate_meta_method(cur_row.get("method"))
+        if "confidence" in patch:
+            conf = validate_meta_confidence(patch["confidence"])
+        else:
+            conf = validate_meta_confidence(cur_row.get("confidence"))
+
+        updates: dict[str, Any] = {
+            "effective_date": new_ed,
+            "value_numeric": vnum,
+            "value_text": vtxt,
+            "unit": unit,
+            "source": src,
+            "method": meth,
+            "confidence": conf,
+        }
+        if "notes" in patch:
+            updates["notes"] = patch["notes"]
+        if "extra" in patch:
+            updates["extra"] = Json(patch["extra"] if patch["extra"] is not None else {})
+
+        set_parts = [f"{k} = %s" for k in updates]
+        vals = list(updates.values()) + [entry_id, pid]
+        cur.execute(
+            f"""
+            UPDATE profile_reference_values SET {", ".join(set_parts)}, updated_at = NOW()
+            WHERE id = %s AND profile_id = %s
+            """,
+            tuple(vals),
+        )
+
+        cur.execute(
+            """
+            SELECT
+                v.id,
+                v.profile_id,
+                v.reference_value_type_id,
+                v.effective_date,
+                v.value_numeric,
+                v.value_text,
+                v.unit,
+                v.source,
+                v.confidence,
+                v.method,
+                v.notes,
+                v.extra,
+                v.created_at,
+                v.updated_at,
+                rt.key AS type_key,
+                rt.label AS type_label
+            FROM profile_reference_values v
+            JOIN reference_value_types rt ON rt.id = v.reference_value_type_id
+            WHERE v.id = %s AND v.profile_id = %s
+            """,
+            (entry_id, pid),
+        )
+        return normalize_reference_row(r2d(cur.fetchone()))
+
+
+@router.delete("/profile-reference-values/{entry_id}")
+def delete_profile_reference_value(
+    entry_id: int,
+    x_profile_id: Optional[str] = Header(default=None),
+    session: dict = Depends(require_auth),
+):
+    pid = get_pid(x_profile_id)
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            "DELETE FROM profile_reference_values WHERE id = %s AND profile_id = %s RETURNING id",
+            (entry_id, pid),
+        )
+        if not cur.fetchone():
+            raise HTTPException(404, "Eintrag nicht gefunden")
+    return {"ok": True}

backend/system_dashboard_product_default.py

@@ -0,0 +1,77 @@
+"""
+Persistenter System-Standard für die Produkt-Übersicht (Dashboard).
+
+Key in system_config: dashboard_product_default — gültiges DashboardLayoutPayload (JSON).
+"""
+from __future__ import annotations
+
+from typing import Any
+
+from psycopg2.extras import Json
+
+from dashboard_layout_schema import DashboardLayoutPayload, product_default_layout_dict
+from db import get_cursor
+
+SYSTEM_CONFIG_KEY_DASHBOARD_PRODUCT_DEFAULT = "dashboard_product_default"
+
+
+def get_stored_product_default_validated(conn) -> dict[str, Any] | None:
+    """Gültiges Layout aus DB oder None (fehlt/ungültig)."""
+    cur = get_cursor(conn)
+    cur.execute(
+        "SELECT value FROM system_config WHERE key = %s",
+        (SYSTEM_CONFIG_KEY_DASHBOARD_PRODUCT_DEFAULT,),
+    )
+    row = cur.fetchone()
+    if not row or row.get("value") is None:
+        return None
+    raw = row["value"]
+    if isinstance(raw, str):
+        import json
+
+        try:
+            raw = json.loads(raw)
+        except json.JSONDecodeError:
+            return None
+    if not isinstance(raw, dict):
+        return None
+    try:
+        payload = DashboardLayoutPayload.model_validate(
+            {"version": raw.get("version", 1), "widgets": raw.get("widgets", [])}
+        )
+        return payload.to_stored_dict()
+    except Exception:
+        return None
+
+
+def get_product_default_base_dict(conn) -> dict[str, Any]:
+    """Basis-Layout (ohne Entitlements): DB-Override oder Code-Standard."""
+    stored = get_stored_product_default_validated(conn)
+    if stored is not None:
+        return stored
+    return product_default_layout_dict()
+
+
+def upsert_product_default_base(conn, layout: dict[str, Any]) -> dict[str, Any]:
+    payload = DashboardLayoutPayload.model_validate(layout)
+    stored = payload.to_stored_dict()
+    cur = get_cursor(conn)
+    cur.execute(
+        """
+        INSERT INTO system_config (key, value, updated_at)
+        VALUES (%s, %s, CURRENT_TIMESTAMP)
+        ON CONFLICT (key) DO UPDATE SET
+            value = EXCLUDED.value,
+            updated_at = CURRENT_TIMESTAMP
+        """,
+        (SYSTEM_CONFIG_KEY_DASHBOARD_PRODUCT_DEFAULT, Json(stored)),
+    )
+    return stored
+
+
+def delete_product_default_override(conn) -> None:
+    cur = get_cursor(conn)
+    cur.execute(
+        "DELETE FROM system_config WHERE key = %s",
+        (SYSTEM_CONFIG_KEY_DASHBOARD_PRODUCT_DEFAULT,),
+    )

backend/tests/test_dashboard_layout_schema.py

@@ -0,0 +1,58 @@
+import pytest
+
+from dashboard_layout_schema import (
+    ALLOWED_WIDGET_IDS,
+    DashboardLayoutPayload,
+    coalesce_effective_layout,
+    default_layout_dict,
+)
+from widget_catalog import DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS
+
+
+def test_default_has_all_allowed_ids():
+    d = default_layout_dict()
+    got = {w["id"] for w in d["widgets"]}
+    assert got == ALLOWED_WIDGET_IDS
+    assert {w["id"] for w in d["widgets"] if w["enabled"]} == DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS
+
+
+def test_payload_rejects_duplicate_ids():
+    with pytest.raises(Exception):
+        DashboardLayoutPayload.model_validate(
+            {
+                "version": 1,
+                "widgets": [
+                    {"id": "welcome", "enabled": True},
+                    {"id": "welcome", "enabled": False},
+                ],
+            }
+        )
+
+
+def test_payload_requires_one_enabled():
+    with pytest.raises(Exception):
+        DashboardLayoutPayload.model_validate(
+            {
+                "version": 1,
+                "widgets": [{"id": "dashboard_greeting", "enabled": False}],
+            }
+        )
+
+
+def test_coalesce_none():
+    custom, eff = coalesce_effective_layout(None)
+    assert custom is False
+    assert eff == default_layout_dict()
+
+
+def test_coalesce_valid_raw():
+    raw = {
+        "version": 1,
+        "widgets": [
+            {"id": "welcome", "enabled": True},
+            {"id": "kpi_board", "enabled": True},
+        ],
+    }
+    custom, eff = coalesce_effective_layout(raw)
+    assert custom is True
+    assert eff == raw

backend/tests/test_dashboard_widget_config.py

@@ -0,0 +1,133 @@
+import pytest
+
+from dashboard_layout_schema import DashboardLayoutPayload, coalesce_effective_layout, default_layout_dict
+from dashboard_widget_config import validate_widget_entry_config
+
+
+def test_body_chart_days_bounds():
+    assert validate_widget_entry_config("body_overview", {"chart_days": 7}) == {"chart_days": 7}
+    assert validate_widget_entry_config("body_overview", {"chart_days": 90}) == {"chart_days": 90}
+    assert validate_widget_entry_config("body_overview", {"chart_days": 42.0}) == {"chart_days": 42}
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("body_overview", {"chart_days": 6})
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("body_overview", {"chart_days": 91})
+
+
+def test_welcome_config_rejected_unknown_key():
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("welcome", {"x": 1})
+
+
+def test_body_unknown_key():
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("body_overview", {"chart_days": 30, "extra": 1})
+
+
+def test_activity_chart_days():
+    assert validate_widget_entry_config("activity_overview", {"chart_days": 14}) == {"chart_days": 14}
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("activity_overview", {"chart_days": 5})
+
+
+def test_kpi_board_tiles():
+    assert validate_widget_entry_config("kpi_board", {}) == {}
+    assert validate_widget_entry_config("kpi_board", {"tiles": []}) == {"tiles": []}
+    assert validate_widget_entry_config(
+        "kpi_board",
+        {"tiles": [{"id": "body_fat"}, {"id": "avg_kcal"}, {"id": "ref:hr_max"}]},
+    ) == {"tiles": [{"id": "body_fat"}, {"id": "avg_kcal"}, {"id": "ref:hr_max"}]}
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("kpi_board", {"tiles": [{"id": "unknown"}]})
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("kpi_board", {"tiles": [{"id": "body_fat"}, {"id": "body_fat"}]})
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("kpi_board", {"extra": 1})
+
+
+def test_quick_capture_visibility():
+    assert validate_widget_entry_config("quick_capture", {}) == {}
+    assert validate_widget_entry_config("quick_capture", {"show_weight": False}) == {"show_weight": False}
+    full = {
+        "show_weight": True,
+        "show_resting_hr": False,
+        "show_hrv": True,
+        "show_vo2_max": False,
+    }
+    assert validate_widget_entry_config("quick_capture", full) == full
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("quick_capture", {"show_weight": "yes"})
+    with pytest.raises(ValueError):
+        validate_widget_entry_config(
+            "quick_capture",
+            {
+                "show_weight": False,
+                "show_resting_hr": False,
+                "show_hrv": False,
+                "show_vo2_max": False,
+            },
+        )
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("quick_capture", {"extra": 1})
+
+
+def test_nutrition_detail_charts_days():
+    assert validate_widget_entry_config("nutrition_detail_charts", {}) == {}
+    assert validate_widget_entry_config("nutrition_detail_charts", {"chart_days": 60}) == {"chart_days": 60}
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("nutrition_detail_charts", {"chart_days": 3})
+
+
+def test_recovery_charts_panel_days():
+    assert validate_widget_entry_config("recovery_charts_panel", {}) == {}
+    assert validate_widget_entry_config("recovery_charts_panel", {"chart_days": 28}) == {"chart_days": 28}
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("recovery_charts_panel", {"chart_days": 99})
+
+
+def test_trend_kcal_weight_chart_days():
+    assert validate_widget_entry_config("trend_kcal_weight", {}) == {}
+    assert validate_widget_entry_config("trend_kcal_weight", {"chart_days": 30}) == {"chart_days": 30}
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("trend_kcal_weight", {"chart_days": 6})
+
+
+def test_kpi_board_legacy_chart_days_dropped():
+    """Nur chart_days (Alt-Layouts) → automatische Kachelwahl, kein Ø-Kal-Fenster mehr."""
+    assert validate_widget_entry_config("kpi_board", {"chart_days": 14}) == {}
+    assert validate_widget_entry_config("kpi_board", {"chart_days": 5}) == {}
+
+
+def test_welcome_still_rejects_config():
+    with pytest.raises(ValueError):
+        validate_widget_entry_config("welcome", {"chart_days": 30})
+
+
+def test_layout_payload_with_chart_days_roundtrip():
+    p = DashboardLayoutPayload.model_validate(
+        {
+            "version": 1,
+            "widgets": [
+                {"id": "welcome", "enabled": True},
+                {
+                    "id": "body_overview",
+                    "enabled": True,
+                    "config": {"chart_days": 42},
+                },
+            ],
+        }
+    )
+    d = p.to_stored_dict()
+    assert d["widgets"][1]["config"]["chart_days"] == 42
+
+
+def test_coalesce_rejects_invalid_widget_config():
+    raw = {
+        "version": 1,
+        "widgets": [
+            {"id": "welcome", "enabled": True, "config": {"evil": True}},
+        ],
+    }
+    custom, eff = coalesce_effective_layout(raw)
+    assert custom is False
+    assert eff == default_layout_dict()

backend/tests/test_dashboard_widget_entitlements.py

@@ -0,0 +1,57 @@
+from dashboard_layout_schema import DashboardLayoutPayload
+from dashboard_widget_entitlements import apply_entitlements_to_layout_dict, widget_id_allowed
+
+
+def test_apply_entitlements_disables_widget_without_access(monkeypatch):
+    monkeypatch.setattr(
+        "dashboard_widget_entitlements.widget_id_allowed",
+        lambda wid, pid, conn: wid != "nutrition_detail_charts",
+    )
+    raw = {
+        "version": 1,
+        "widgets": [
+            {"id": "welcome", "enabled": True},
+            {"id": "nutrition_detail_charts", "enabled": True},
+        ],
+    }
+    out = apply_entitlements_to_layout_dict(raw, "p", None)
+    assert {w["id"]: w["enabled"] for w in out["widgets"]} == {
+        "welcome": True,
+        "nutrition_detail_charts": False,
+    }
+
+
+def test_apply_entitlements_leaves_welcome_on_when_all_blocked(monkeypatch):
+    monkeypatch.setattr(
+        "dashboard_widget_entitlements.widget_id_allowed",
+        lambda wid, pid, conn: False,
+    )
+    raw = {
+        "version": 1,
+        "widgets": [
+            {"id": "welcome", "enabled": False},
+            {"id": "nutrition_detail_charts", "enabled": False},
+        ],
+    }
+    out = apply_entitlements_to_layout_dict(raw, "p", None)
+    assert any(w["id"] == "welcome" and w["enabled"] for w in out["widgets"])
+
+
+def test_widget_id_allowed_false_for_unknown_id():
+    assert widget_id_allowed("not-a-widget", "p", None) is False
+
+
+def test_full_default_layout_still_validates_after_entitlements(monkeypatch):
+    monkeypatch.setattr(
+        "dashboard_widget_entitlements.widget_id_allowed",
+        lambda wid, pid, conn: wid != "ai_pipeline_insight",
+    )
+    from dashboard_layout_schema import default_layout_dict
+
+    d = default_layout_dict()
+    d["widgets"] = [{**x, "enabled": x["id"] == "ai_pipeline_insight"} for x in d["widgets"]]
+    adj = apply_entitlements_to_layout_dict(d, "p", None)
+    p2 = DashboardLayoutPayload.model_validate(adj)
+    ai = next(w for w in p2.widgets if w.id == "ai_pipeline_insight")
+    assert ai.enabled is False
+    assert any(w.enabled for w in p2.widgets)

backend/tests/test_focus_area_usage_types.py

@@ -0,0 +1,127 @@
+"""
+Tests: Focus Area Nutzungstypen (Migration 036, Router-Helfer).
+
+Ohne MITAI_INTEGRATION_DB=1 werden nur SQL-Datei und reine Python-Helfer geprüft.
+Mit gesetztem Flag optional Verifikation gegen eine PostgreSQL-Instanz (Migration 036 angewendet).
+"""
+from __future__ import annotations
+
+import os
+import sys
+import uuid
+from pathlib import Path
+
+import pytest
+
+BACKEND_ROOT = Path(__file__).resolve().parent.parent
+sys.path.insert(0, str(BACKEND_ROOT))
+
+
+def test_migration_036_defines_schema_and_seeds_keys():
+    p = BACKEND_ROOT / "migrations" / "036_focus_area_usage_types.sql"
+    assert p.is_file(), f"expected {p}"
+    text = p.read_text(encoding="utf-8")
+    assert "CREATE TABLE IF NOT EXISTS focus_area_usage_types" in text
+    assert "CREATE TABLE IF NOT EXISTS focus_area_definition_usage_types" in text
+    for key in (
+        "goal_priority",
+        "expected_training_effect",
+        "concrete_training_contribution",
+    ):
+        assert key in text
+    assert "ON CONFLICT (key) DO NOTHING" in text
+    # Explizit: kein automatisches Befüllen der M:N-Tabelle
+    assert "INSERT INTO focus_area_definition_usage_types" not in text
+
+
+def test_coerce_usage_type_keys_normalizes_values():
+    from focus_area_usage_helpers import coerce_usage_type_keys
+
+    assert coerce_usage_type_keys(None) == []
+    assert coerce_usage_type_keys([]) == []
+    assert coerce_usage_type_keys(["goal_priority", "expected_training_effect"]) == [
+        "goal_priority",
+        "expected_training_effect",
+    ]
+    assert coerce_usage_type_keys('["concrete_training_contribution"]') == [
+        "concrete_training_contribution"
+    ]
+
+
+@pytest.mark.skipif(
+    os.getenv("MITAI_INTEGRATION_DB") != "1",
+    reason="Set MITAI_INTEGRATION_DB=1 plus DB_* env to run DB checks (nur Dev/CI!)",
+)
+def test_integration_focus_area_usage_types_seeded_and_junction_writable():
+    """Nur gegen Dev-DB ausführen. Nutzt temporäre focus_area_definitions-Zeile, keine bestehenden Daten."""
+    from db import get_db, get_cursor
+    from focus_area_usage_helpers import coerce_usage_type_keys
+
+    tmp_id = str(uuid.uuid4())
+    tmp_key = f"tmp_usage_{tmp_id[:8]}"
+
+    with get_db() as conn:
+        cur = get_cursor(conn)
+        cur.execute(
+            """
+            SELECT key FROM focus_area_usage_types
+            ORDER BY sort_order, key
+            """
+        )
+        keys = [row["key"] for row in cur.fetchall()]
+        assert keys == [
+            "goal_priority",
+            "expected_training_effect",
+            "concrete_training_contribution",
+        ]
+
+        cur.execute(
+            """
+            INSERT INTO focus_area_definitions
+            (id, key, name_de, category, is_active)
+            VALUES (%s, %s, 'tmp_test_usage', 'custom', false)
+            """,
+            (tmp_id, tmp_key),
+        )
+
+        cur.execute(
+            """
+            SELECT COALESCE(
+                (
+                    SELECT json_agg(faut.key ORDER BY faut.sort_order, faut.key)
+                    FROM focus_area_definition_usage_types fadut
+                    JOIN focus_area_usage_types faut ON faut.id = fadut.usage_type_id
+                    WHERE fadut.focus_area_id = %s
+                ),
+                '[]'::json
+            ) AS allowed_usage_type_keys
+            """,
+            (tmp_id,),
+        )
+        assert coerce_usage_type_keys(cur.fetchone()["allowed_usage_type_keys"]) == []
+
+        cur.execute(
+            """
+            INSERT INTO focus_area_definition_usage_types (focus_area_id, usage_type_id)
+            SELECT %s, u.id FROM focus_area_usage_types u WHERE u.key = %s
+            """,
+            (tmp_id, "goal_priority"),
+        )
+        cur.execute(
+            """
+            INSERT INTO focus_area_definition_usage_types (focus_area_id, usage_type_id)
+            SELECT %s, u.id FROM focus_area_usage_types u WHERE u.key = %s
+            """,
+            (tmp_id, "expected_training_effect"),
+        )
+        cur.execute(
+            """
+            SELECT COUNT(*) AS n
+            FROM focus_area_definition_usage_types
+            WHERE focus_area_id = %s
+            """,
+            (tmp_id,),
+        )
+        assert cur.fetchone()["n"] == 2
+
+        cur.execute("DELETE FROM focus_area_definitions WHERE id = %s", (tmp_id,))

backend/tests/test_reference_values_data_layer.py

@@ -0,0 +1,48 @@
+"""Unit tests for data_layer.reference_values (summary assembly, no DB)."""
+
+from data_layer.reference_values import build_summary_tiles_from_ranked_rows
+
+
+def test_build_summary_tiles_single_type_two_rows():
+    raw = [
+        {
+            "type_key": "hr_max",
+            "type_label": "HF max",
+            "type_sort_order": 1,
+            "value_data_type": "decimal",
+            "rn": 1,
+            "id": 2,
+            "effective_date": "2026-04-01",
+            "value_numeric": 180.0,
+            "value_text": None,
+            "unit": "bpm",
+        },
+        {
+            "type_key": "hr_max",
+            "type_label": "HF max",
+            "type_sort_order": 1,
+            "value_data_type": "decimal",
+            "rn": 2,
+            "id": 1,
+            "effective_date": "2026-03-01",
+            "value_numeric": 175.0,
+            "value_text": None,
+            "unit": "bpm",
+        },
+    ]
+    tiles = build_summary_tiles_from_ranked_rows(raw)
+    assert len(tiles) == 1
+    t = tiles[0]
+    assert t["type_key"] == "hr_max"
+    assert t["latest"]["value_numeric"] == 180.0
+    assert t["previous"]["value_numeric"] == 175.0
+    assert "sort_key" not in t
+
+
+def test_build_summary_tiles_multi_type_order():
+    raw = [
+        {"type_key": "b", "type_label": "B", "type_sort_order": 2, "value_data_type": "decimal", "rn": 1, "id": 1},
+        {"type_key": "a", "type_label": "A", "type_sort_order": 1, "value_data_type": "decimal", "rn": 1, "id": 2},
+    ]
+    tiles = build_summary_tiles_from_ranked_rows(raw)
+    assert [x["type_key"] for x in tiles] == ["a", "b"]

backend/tests/test_system_dashboard_product_default.py

@@ -0,0 +1,45 @@
+from dashboard_layout_schema import DashboardLayoutPayload, product_default_layout_dict
+from dashboard_widget_entitlements import widgets_catalog_admin_payload
+
+
+def test_widgets_catalog_admin_all_allowed():
+    p = widgets_catalog_admin_payload()
+    assert p["catalog_version"] == 1
+    assert len(p["widgets"]) >= 1
+    assert all(w["allowed"] is True for w in p["widgets"])
+
+
+def test_get_product_default_base_uses_code_when_no_row(monkeypatch):
+    from system_dashboard_product_default import get_product_default_base_dict
+
+    class _Cur:
+        def execute(self, *a, **k):
+            pass
+
+        def fetchone(self):
+            return None
+
+    monkeypatch.setattr("system_dashboard_product_default.get_cursor", lambda _c: _Cur())
+    assert get_product_default_base_dict(object()) == product_default_layout_dict()
+
+
+def test_get_product_default_base_uses_db_when_valid(monkeypatch):
+    from system_dashboard_product_default import get_product_default_base_dict
+
+    from widget_catalog import ALLOWED_WIDGET_IDS
+
+    small = {
+        "version": 1,
+        "widgets": [{"id": wid, "enabled": wid == "welcome"} for wid in sorted(ALLOWED_WIDGET_IDS)],
+    }
+    DashboardLayoutPayload.model_validate(small)
+
+    class _Cur:
+        def execute(self, *a, **k):
+            pass
+
+        def fetchone(self):
+            return {"value": small}
+
+    monkeypatch.setattr("system_dashboard_product_default.get_cursor", lambda _c: _Cur())
+    assert get_product_default_base_dict(object()) == small

backend/tests/test_training_profile_resolver.py

@@ -0,0 +1,138 @@
+"""
+Unit tests: Layer 1 training profile resolver scaffold.
+
+No database; pure template + algorithm + resolver behavior.
+"""
+
+import pytest
+
+from data_layer.training_profile import (
+    CalculationTemplate,
+    DimensionSpec,
+    FocusAreaMapping,
+    TrainingEvaluationResult,
+    resolve_for_base_profile,
+    resolve_training_evaluation,
+)
+from data_layer.training_profile.algorithms.registry import (
+    get_algorithm,
+    list_algorithm_ids,
+    register_algorithm,
+)
+from data_layer.training_profile.models import AlgorithmRunResult
+from data_layer.training_profile.profiles.registry import get_training_base_profile
+from data_layer.training_profile.templates.registry import get_calculation_template
+
+
+class TestAlgorithmRegistry:
+    def test_builtin_algorithms_registered(self):
+        ids = list_algorithm_ids()
+        assert "threshold_band" in ids
+        assert "linear_range" in ids
+
+    def test_get_algorithm_runs_threshold(self):
+        fn = get_algorithm("threshold_band")
+        r = fn(
+            inputs={"avg_hr": 130.0},
+            params={
+                "value_key": "avg_hr",
+                "bands": [
+                    {"max": 120, "score": 0.2},
+                    {"max": 150, "score": 0.8},
+                    {"max": None, "score": 1.0},
+                ],
+            },
+        )
+        assert r.normalized_score == 0.8
+
+    def test_duplicate_register_raises(self):
+        def dummy(*, inputs, params):
+            return AlgorithmRunResult(0.0, 0.0, [])
+
+        with pytest.raises(ValueError, match="already registered"):
+            register_algorithm("threshold_band", dummy)
+
+
+class TestResolver:
+    def test_example_template_resolves(self):
+        tpl = get_calculation_template("scaffold_example_aerobic_v1")
+        result = resolve_training_evaluation(
+            activity_inputs={
+                "avg_hr": 135.0,
+                "duration_min": 45.0,
+                "distance_km": 10.0,
+            },
+            template=tpl,
+        )
+        assert isinstance(result, TrainingEvaluationResult)
+        assert result.template_id == "scaffold_example_aerobic_v1"
+        assert result.confidence == "high"
+        assert "aerobic_endurance" in result.focus_area_contributions
+        assert len(result.dimension_results) == 2
+        for dr in result.dimension_results:
+            assert dr.missing_inputs == []
+
+    def test_missing_required_input_skips_dimension(self):
+        tpl = get_calculation_template("scaffold_example_aerobic_v1")
+        result = resolve_training_evaluation(
+            activity_inputs={"avg_hr": 135.0},
+            template=tpl,
+        )
+        assert result.confidence in ("medium", "low", "insufficient")
+        skipped = [d for d in result.dimension_results if d.evidence.get("skipped")]
+        assert len(skipped) >= 1
+
+    def test_base_profile_filters_dimensions(self):
+        profile = get_training_base_profile("scaffold_strength_base")
+        tpl = get_calculation_template(profile.default_template_id)
+        result = resolve_training_evaluation(
+            activity_inputs={"duration_min": 50.0},
+            template=tpl,
+            base_profile=profile,
+        )
+        assert len(result.dimension_results) == 1
+        assert result.dimension_results[0].dimension_key == "effort"
+
+    def test_resolve_for_base_profile_convenience(self):
+        result = resolve_for_base_profile(
+            activity_inputs={"duration_min": 40.0},
+            base_profile_key="scaffold_strength_base",
+            include_trace=True,
+        )
+        assert result.base_profile_key == "scaffold_strength_base"
+        assert result.trace is not None
+        assert "effort" in result.trace
+
+    def test_to_serializable(self):
+        tpl = get_calculation_template("scaffold_example_strength_v1")
+        r = resolve_training_evaluation(
+            activity_inputs={"duration_min": 45.0},
+            template=tpl,
+        )
+        d = r.to_serializable()
+        assert d["template_id"] == tpl.id
+        assert "focus_area_contributions" in d
+        assert isinstance(d["dimension_results"], list)
+
+
+class TestCustomTemplate:
+    def test_unknown_algorithm_raises(self):
+        bad = CalculationTemplate(
+            id="bad",
+            version="1",
+            label="bad",
+            dimensions=(
+                DimensionSpec(
+                    key="x",
+                    algorithm_id="does_not_exist",
+                    inputs=("a",),
+                    params={},
+                    maps_to=(FocusAreaMapping("strength", 1.0),),
+                ),
+            ),
+        )
+        with pytest.raises(KeyError):
+            resolve_training_evaluation(
+                activity_inputs={"a": 1.0},
+                template=bad,
+            )

backend/tests/test_widget_catalog.py

@@ -0,0 +1,59 @@
+"""Widget-Katalog: Konsistenz (IDs, Default-Layout, Katalog-Response)."""
+
+from dashboard_layout_schema import default_layout_dict
+from dashboard_widget_entitlements import widgets_catalog_payload
+from widget_catalog import (
+    ALLOWED_WIDGET_IDS,
+    DEFAULT_LAB_WIDGET_IDS,
+    DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS,
+    WIDGET_CATALOG,
+)
+
+
+def test_catalog_ids_unique_and_match_allowed():
+    ids = [e["id"] for e in WIDGET_CATALOG]
+    assert len(ids) == len(set(ids))
+    assert frozenset(ids) == ALLOWED_WIDGET_IDS
+
+
+def test_default_layout_follows_catalog_order():
+    d = default_layout_dict()
+    assert d["version"] == 1
+    got = [w["id"] for w in d["widgets"]]
+    assert got == [e["id"] for e in WIDGET_CATALOG]
+    enabled_ids = {w["id"] for w in d["widgets"] if w["enabled"]}
+    assert enabled_ids == DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS
+    assert any(w["enabled"] for w in d["widgets"])
+
+
+def test_lab_default_matches_lab_widget_ids():
+    from dashboard_layout_schema import lab_default_layout_dict
+
+    d = lab_default_layout_dict()
+    assert {w["id"] for w in d["widgets"] if w["enabled"]} == DEFAULT_LAB_WIDGET_IDS
+
+
+def test_catalog_payload_shape(monkeypatch):
+    monkeypatch.setattr(
+        "dashboard_widget_entitlements._check_feature_access",
+        lambda *args, **kwargs: {"allowed": True},
+    )
+    r = widgets_catalog_payload("test-profile", None)
+    assert r["catalog_version"] == 1
+    assert len(r["widgets"]) == len(WIDGET_CATALOG)
+    assert {w["id"] for w in r["widgets"]} == ALLOWED_WIDGET_IDS
+    for w in r["widgets"]:
+        assert set(w.keys()) == {"id", "title", "description", "allowed"}
+        assert w["allowed"] is True
+
+
+def test_catalog_marks_disallowed_when_feature_blocks(monkeypatch):
+    def _check(_pid, feature_id, conn=None):
+        return {"allowed": feature_id != "nutrition_entries"}
+
+    monkeypatch.setattr("dashboard_widget_entitlements._check_feature_access", _check)
+    r = widgets_catalog_payload("p", None)
+    by_id = {w["id"]: w for w in r["widgets"]}
+    assert by_id["welcome"]["allowed"] is True
+    assert by_id["nutrition_detail_charts"]["allowed"] is False
+    assert by_id["body_overview"]["allowed"] is True

backend/version.py

@@ -9,32 +9,36 @@ Semantic Versioning: MAJOR.MINOR.PATCH
 
 APP_VERSION = "0.9n"
 BUILD_DATE = "2026-04-05"
-DB_SCHEMA_VERSION = "20260403"  # Migration 034
+DB_SCHEMA_VERSION = "20260406d"  # Migration 040
 
 MODULE_VERSIONS = {
     "auth": "1.2.0",
     "profiles": "1.1.0",
+    "reference_values": "1.3.0",
+    "admin_reference_value_types": "1.0.0",
     "weight": "1.0.3",
     "circumference": "1.0.1",
     "caliper": "1.0.1",
-    "activity": "1.1.0",
+    "activity": "1.2.0",  # GET /activity: optional days= window + limit
     "nutrition": "1.0.2",
     "photos": "1.0.0",
     "insights": "1.3.0",
     "prompts": "1.1.0",
-    "admin": "1.2.0",
+    "admin": "1.3.0",  # Dashboard Produkt-Standard (system_config) + catalog-full
     "stats": "1.0.1",
     "exportdata": "1.1.0",
     "importdata": "1.0.0",
     "membership": "2.1.0",
     "workflow": "0.6.0",  # Phase 4: End Node Template Engine
+    "app_dashboard": "1.10.0",  # Produkt-Standard aus system_config; Response-Form unverändert
 }
 
 CHANGELOG = [
     {
         "version": "0.9n",
-        "date": "2026-04-05",
+        "date": "2026-04-06",
         "changes": [
+            "Admin: Produkt-Dashboard-Systemstandard (Migration 040 system_config, API, UI)",
             "Phase 4: End Node Template Engine",
             "workflow_models.py: EndNodeOutputMode enum (AUTO, TEMPLATE)",
             "workflow_executor.py: execute_end_node() with Jinja2 template rendering",

backend/widget_catalog.py

@@ -0,0 +1,153 @@
+"""
+Öffentlicher Widget-Katalog (Dashboard-Lab / später Produkt-Dashboard).
+
+Single Source für: erlaubte IDs, Standard-Reihenfolge, Anzeige-Metadaten für API/GUI.
+Frontend-Komponenten registrieren dieselben IDs lokal (siehe widgetSystem/registerPilotLabWidgets).
+"""
+from __future__ import annotations
+
+from typing import Any, NotRequired, TypedDict
+
+
+class WidgetCatalogEntry(TypedDict):
+    """requires_feature: optional features.id; fehlt oder leer → Widget immer sichtbar (nur Auth)."""
+
+    id: str
+    title: str
+    description: str
+    requires_feature: NotRequired[str]
+
+
+# Reihenfolge = Default-Layout-Reihenfolge. Aktiv-Flags: DEFAULT_LAB_WIDGET_IDS (Rest zunächst aus).
+WIDGET_CATALOG: list[WidgetCatalogEntry] = [
+    {
+        "id": "welcome",
+        "title": "Willkommen",
+        "description": "Begrüßung und Kurzkontext",
+    },
+    {
+        "id": "quick_capture",
+        "title": "Schnelleingabe",
+        "description": "Gewicht + Baseline-Vitals; optional show_weight / show_resting_hr / show_hrv / show_vo2_max (false = aus); Feature weight_entries",
+        "requires_feature": "weight_entries",
+    },
+    {
+        "id": "kpi_board",
+        "title": "KPI-Kacheln",
+        "description": "Referenzwerte, KF%, Ø-Kalorien — optional Kacheln & Reihenfolge (config.tiles, max. 9)",
+    },
+    {
+        "id": "body_overview",
+        "title": "Körper (Chart)",
+        "description": "Gewicht & Kennzahlen (optional: config chart_days 7–90); Feature weight_entries",
+        "requires_feature": "weight_entries",
+    },
+    {
+        "id": "activity_overview",
+        "title": "Aktivität",
+        "description": "Trainingstyp-Verteilung (Kuchen) + Konsistenz — Zeitraum über config chart_days 7–90; Feature activity_entries",
+        "requires_feature": "activity_entries",
+    },
+    {
+        "id": "dashboard_greeting",
+        "title": "Begrüßung (Produkt)",
+        "description": "Hallo, Datum & letztes Gewicht-Update",
+    },
+    {
+        "id": "quick_weight_today",
+        "title": "Gewicht heute",
+        "description": "Tagesgewicht erfassen (wie Produkt-Dashboard); Feature weight_entries",
+        "requires_feature": "weight_entries",
+    },
+    {
+        "id": "body_stat_strip",
+        "title": "Kennzahlen-Kacheln",
+        "description": "Gewicht, KF, Magermasse, Ø-kcal — Oberreihe; u. a. nutrition_entries (Ø-kcal)",
+        "requires_feature": "nutrition_entries",
+    },
+    {
+        "id": "status_pills",
+        "title": "Indikatoren (Pills)",
+        "description": "WHR, WHtR, Protein, KF; Feature nutrition_entries",
+        "requires_feature": "nutrition_entries",
+    },
+    {
+        "id": "profile_goals_progress",
+        "title": "Profil-Ziele",
+        "description": "Fortschritt Gewicht/Körperfett aus Profilfeldern",
+    },
+    {
+        "id": "trend_kcal_weight",
+        "title": "Trend Kalorien + Gewicht",
+        "description": "Linienchart (optional config chart_days 7–90, Default 30); Feature nutrition_entries",
+        "requires_feature": "nutrition_entries",
+    },
+    {
+        "id": "nutrition_activity_summary",
+        "title": "Ernährung & Aktivität Kurz",
+        "description": "Ø 7T Kacheln; Feature nutrition_entries",
+        "requires_feature": "nutrition_entries",
+    },
+    {
+        "id": "nutrition_detail_charts",
+        "title": "Ernährung — Detaillierte Charts",
+        "description": "Phase-0c NutritionCharts (optional chart_days 7–90, Default 30); Feature nutrition_entries",
+        "requires_feature": "nutrition_entries",
+    },
+    {
+        "id": "recovery_charts_panel",
+        "title": "Erholung — Charts R1–R5",
+        "description": "RecoveryCharts wie Verlauf (optional chart_days 7–90, Default 28)",
+    },
+    {
+        "id": "progress_photos",
+        "title": "Fortschrittsfotos",
+        "description": "Galerie der hochgeladenen Fotos; Feature photos",
+        "requires_feature": "photos",
+    },
+    {
+        "id": "recovery_sleep_rest",
+        "title": "Erholung",
+        "description": "Schlaf-Widget & Ruhetage",
+    },
+    {
+        "id": "goals_focus_teaser",
+        "title": "Ziele Teaser",
+        "description": "Kurzlink zur Ziele-Seite",
+    },
+    {
+        "id": "ai_pipeline_insight",
+        "title": "KI Pipeline & letzte Analyse",
+        "description": "Pipeline starten + Gesamt-Insight; Feature ai_pipeline",
+        "requires_feature": "ai_pipeline",
+    },
+]
+
+DEFAULT_LAB_WIDGET_IDS: frozenset[str] = frozenset(
+    {
+        "welcome",
+        "quick_capture",
+        "kpi_board",
+        "body_overview",
+        "activity_overview",
+    }
+)
+
+# Produkt-Übersicht (/): Default wenn Nutzer kein dashboard_layout in der DB hat (Physisch: nur Profil-JSON).
+DEFAULT_PRODUCT_DASHBOARD_WIDGET_IDS: frozenset[str] = frozenset(
+    {
+        "dashboard_greeting",
+        "quick_weight_today",
+        "body_stat_strip",
+        "status_pills",
+        "trend_kcal_weight",
+        "nutrition_activity_summary",
+        "activity_overview",
+        "recovery_sleep_rest",
+        "goals_focus_teaser",
+        "profile_goals_progress",
+        "ai_pipeline_insight",
+    }
+)
+
+ALLOWED_WIDGET_IDS: frozenset[str] = frozenset(e["id"] for e in WIDGET_CATALOG)

frontend/src/App.jsx

@@ -22,6 +22,11 @@ import NutritionPage  from './pages/NutritionPage'
 import ActivityPage   from './pages/ActivityPage'
 import Analysis       from './pages/Analysis'
 import SettingsPage   from './pages/SettingsPage'
+import SettingsShell  from './layouts/SettingsShell'
+import ProfileReferenceValuesPage from './pages/ProfileReferenceValuesPage'
+import PilotVizPage from './pages/PilotVizPage'
+import DashboardLabPage from './pages/DashboardLabPage'
+import DashboardConfigurePage from './pages/DashboardConfigurePage'
 import GuidePage      from './pages/GuidePage'
 import AdminTierLimitsPage from './pages/AdminTierLimitsPage'
 import AdminFeaturesPage from './pages/AdminFeaturesPage'
@@ -34,6 +39,7 @@ import AdminTrainingProfiles from './pages/AdminTrainingProfiles'
 import AdminPromptsPage from './pages/AdminPromptsPage'
 import AdminGoalTypesPage from './pages/AdminGoalTypesPage'
 import AdminFocusAreasPage from './pages/AdminFocusAreasPage'
+import AdminReferenceValueTypesPage from './pages/AdminReferenceValueTypesPage'
 import AdminHomePage from './pages/AdminHomePage'
 import AdminUsersPage from './pages/AdminUsersPage'
 import AdminSystemPage from './pages/AdminSystemPage'
@@ -224,13 +230,18 @@ function AppShell() {
           <Route path="/history"   element={<History/>}/>
           <Route path="/goals"     element={<GoalsPage/>}/>
           <Route path="/analysis"  element={<Analysis/>}/>
-          <Route path="/settings"  element={<SettingsPage/>}/>
+          <Route path="/settings" element={<SettingsShell />}>
+            <Route index element={<SettingsPage />} />
+            <Route path="reference-values" element={<ProfileReferenceValuesPage />} />
+            <Route path="dashboard-layout" element={<DashboardConfigurePage />} />
+          </Route>
           <Route element={<RequireAdmin />}>
             <Route path="admin" element={<AdminShell />}>
               <Route index element={<AdminHomePage />} />
               <Route path="g/:groupId" element={<AdminGroupHubPage />} />
               <Route path="users" element={<AdminUsersPage />} />
               <Route path="system" element={<AdminSystemPage />} />
+              <Route path="dashboard-product-default" element={<DashboardConfigurePage adminMode />} />
               <Route path="tier-limits" element={<AdminTierLimitsPage/>}/>
               <Route path="features" element={<AdminFeaturesPage/>}/>
               <Route path="tiers" element={<AdminTiersPage/>}/>
@@ -242,10 +253,13 @@ function AppShell() {
               <Route path="prompts" element={<AdminPromptsPage/>}/>
               <Route path="goal-types" element={<AdminGoalTypesPage/>}/>
               <Route path="focus-areas" element={<AdminFocusAreasPage/>}/>
+              <Route path="reference-value-types" element={<AdminReferenceValueTypesPage/>}/>
             </Route>
           </Route>
           <Route path="/workflow-editor/:id" element={<WorkflowEditorPage/>}/>
           <Route path="/subscription" element={<SubscriptionPage/>}/>
+          <Route path="/pilot/viz" element={<PilotVizPage />} />
+          <Route path="/app/dashboard-lab" element={<DashboardLabPage />} />
         </Routes>
         </main>
       </div>

frontend/src/app.css

@@ -552,6 +552,66 @@ a.analysis-split__nav-item {
   }
 }
 
+/* Einstellungen: gleiche Split-Struktur wie Analyse/Admin */
+.settings-shell {
+  width: 100%;
+}
+
+/* Referenzwerte: Übersichtskacheln (responsive, bis 4 Spalten Desktop) */
+.ref-value-tiles-grid {
+  display: grid;
+  gap: 12px;
+  grid-template-columns: 1fr;
+}
+
+@media (min-width: 520px) {
+  .ref-value-tiles-grid {
+    grid-template-columns: repeat(2, minmax(0, 1fr));
+  }
+}
+
+@media (min-width: 900px) {
+  .ref-value-tiles-grid {
+    grid-template-columns: repeat(3, minmax(0, 1fr));
+  }
+}
+
+@media (min-width: 1200px) {
+  .ref-value-tiles-grid {
+    grid-template-columns: repeat(4, minmax(0, 1fr));
+  }
+}
+
+.ref-value-tile {
+  display: block;
+  width: 100%;
+  margin: 0;
+  padding: 14px 14px 12px;
+  text-align: left;
+  font-family: var(--font);
+  border-radius: 12px;
+  border: 1.5px solid var(--border2);
+  background: var(--surface);
+  color: var(--text1);
+  cursor: pointer;
+  box-sizing: border-box;
+  transition: border-color 0.15s, box-shadow 0.15s;
+}
+
+.ref-value-tile:hover {
+  border-color: var(--accent);
+}
+
+.ref-value-tile:focus-visible {
+  outline: 2px solid var(--accent);
+  outline-offset: 2px;
+}
+
+.ref-value-tile--active {
+  border-color: var(--accent);
+  background: var(--surface2);
+}
+
 /* Admin: Split-Layout wie .analysis-split (nur Gruppen in der Nav) */
 .admin-shell {
   width: 100%;

frontend/src/components/DashboardStatKit.jsx

@@ -0,0 +1,134 @@
+import { useState } from 'react'
+import {
+  clampTileSpan,
+  DASHBOARD_TILE_GRID_COLS,
+} from '../utils/dashboardLayout'
+
+export const PILL_TOOLTIPS = {
+  WHR: 'Waist-Hip-Ratio: Taille ÷ Hüfte. Maß für Bauchfettverteilung. Ziel: <0,90 (M) / <0,85 (F)',
+  WHtR: 'Waist-to-Height-Ratio: Taille ÷ Körpergröße. Gesündestest Maß: Ziel unter 0,50.',
+  KF: 'Körperfettanteil in Prozent (aus Caliper-Messung).',
+  'Protein Ø7T':
+    'Durchschnittliche tägliche Proteinaufnahme der letzten 7 Tage vs. Zielbereich (1,6–2,2g/kg KG).',
+}
+
+export function Pill({ label, value, status, sub }) {
+  const [tip, setTip] = useState(false)
+  const color = status === 'good' ? 'var(--accent)' : status === 'warn' ? 'var(--warn)' : '#D85A30'
+  const bg =
+    status === 'good'
+      ? 'var(--accent-light)'
+      : status === 'warn'
+        ? 'var(--warn-bg)'
+        : '#FCEBEB'
+  const tipText = PILL_TOOLTIPS[label]
+  return (
+    <div style={{ position: 'relative' }}>
+      <div
+        role={tipText ? 'button' : undefined}
+        onClick={() => tipText && setTip((s) => !s)}
+        onKeyDown={(e) => tipText && e.key === 'Enter' && setTip((s) => !s)}
+        tabIndex={tipText ? 0 : undefined}
+        style={{
+          display: 'flex',
+          alignItems: 'center',
+          gap: 5,
+          padding: '5px 10px',
+          borderRadius: 20,
+          background: bg,
+          border: `1px solid ${color}44`,
+          cursor: tipText ? 'help' : 'default',
+        }}
+      >
+        <div style={{ width: 7, height: 7, borderRadius: '50%', background: color, flexShrink: 0 }} />
+        <span style={{ fontSize: 12, fontWeight: 500, color: 'var(--text2)' }}>{label}</span>
+        <span style={{ fontSize: 12, fontWeight: 700, color }}>{value}</span>
+        {sub && <span style={{ fontSize: 10, color: 'var(--text3)' }}>{sub}</span>}
+        {tipText && (
+          <span style={{ fontSize: 10, color: 'var(--text3)', opacity: 0.7 }} aria-hidden>
+            ⓘ
+          </span>
+        )}
+      </div>
+      {tip && tipText && (
+        <div
+          role="tooltip"
+          onClick={() => setTip(false)}
+          style={{
+            position: 'absolute',
+            bottom: '110%',
+            left: 0,
+            zIndex: 50,
+            background: 'var(--surface)',
+            border: '1px solid var(--border)',
+            borderRadius: 8,
+            padding: '8px 10px',
+            fontSize: 11,
+            color: 'var(--text2)',
+            minWidth: 200,
+            maxWidth: 260,
+            lineHeight: 1.5,
+            boxShadow: '0 4px 16px rgba(0,0,0,0.15)',
+          }}
+        >
+          <strong>{label}</strong>
+          <br />
+          {tipText}
+        </div>
+      )}
+    </div>
+  )
+}
+
+/**
+ * KPI-Kachel (Dashboard-Raster).
+ */
+export function StatCard({
+  icon,
+  label,
+  value,
+  unit,
+  delta,
+  deltaGoodWhenNeg = false,
+  sub,
+  onClick,
+  color,
+  spanMobile = 1,
+  spanDesktop = 1,
+}) {
+  const deltaColor =
+    delta == null
+      ? null
+      : (deltaGoodWhenNeg ? delta < 0 : delta > 0)
+        ? 'var(--accent)'
+        : 'var(--warn)'
+  const sm = clampTileSpan(spanMobile, DASHBOARD_TILE_GRID_COLS.mobile)
+  const lg = clampTileSpan(spanDesktop, DASHBOARD_TILE_GRID_COLS.desktop)
+  return (
+    <div
+      className="dashboard-stat-card"
+      onClick={onClick}
+      style={{
+        cursor: onClick ? 'pointer' : 'default',
+        '--tile-sm': String(sm),
+        '--tile-lg': String(lg),
+      }}
+      onMouseEnter={(e) => onClick && (e.currentTarget.style.borderColor = 'var(--accent)')}
+      onMouseLeave={(e) => onClick && (e.currentTarget.style.borderColor = 'var(--border)')}
+    >
+      <div style={{ fontSize: 18, marginBottom: 4 }}>{icon}</div>
+      <div style={{ fontSize: 11, color: 'var(--text3)', marginBottom: 2 }}>{label}</div>
+      <div style={{ fontSize: 19, fontWeight: 700, color: color || 'var(--text1)', lineHeight: 1.1 }}>
+        {value}
+        <span style={{ fontSize: 12, fontWeight: 400, color: 'var(--text3)', marginLeft: 2 }}>{unit}</span>
+      </div>
+      {delta != null && (
+        <div style={{ fontSize: 11, fontWeight: 600, color: deltaColor, marginTop: 2 }}>
+          {delta > 0 ? '+' : ''}
+          {delta} {unit}
+        </div>
+      )}
+      {sub && <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 2 }}>{sub}</div>}
+    </div>
+  )
+}

frontend/src/components/QuickWeightEntry.jsx

@@ -0,0 +1,113 @@
+import { useState, useEffect } from 'react'
+import { Check } from 'lucide-react'
+import dayjs from 'dayjs'
+import { api } from '../utils/api'
+
+/**
+ * Tagesgewicht erfassen (wie Dashboard „Gewicht heute“).
+ */
+export default function QuickWeightEntry({ onSaved }) {
+  const [input, setInput] = useState('')
+  const [saving, setSaving] = useState(false)
+  const [saved, setSaved] = useState(false)
+  const [error, setError] = useState(null)
+  const [weightUsage, setWeightUsage] = useState(null)
+  const today = dayjs().format('YYYY-MM-DD')
+
+  const loadUsage = () => {
+    api
+      .getFeatureUsage()
+      .then((features) => {
+        const weightFeature = features.find((f) => f.feature_id === 'weight_entries')
+        setWeightUsage(weightFeature)
+      })
+      .catch((err) => console.error('Failed to load usage:', err))
+  }
+
+  useEffect(() => {
+    api.weightStats().then((s) => {
+      if (s?.latest?.date === today) setInput(String(s.latest.weight))
+    })
+    loadUsage()
+  }, [today])
+
+  const handleSave = async () => {
+    const w = parseFloat(input)
+    if (!w || w < 20 || w > 300) return
+    setSaving(true)
+    setError(null)
+    try {
+      await api.upsertWeight(today, w)
+      setSaved(true)
+      await loadUsage()
+      onSaved?.()
+      setTimeout(() => setSaved(false), 2000)
+    } catch (err) {
+      console.error('Save failed:', err)
+      setError(err.message || 'Fehler beim Speichern')
+      setTimeout(() => setError(null), 5000)
+    } finally {
+      setSaving(false)
+    }
+  }
+
+  const isDisabled = saving || !input || (weightUsage && !weightUsage.allowed)
+  const tooltipText =
+    weightUsage && !weightUsage.allowed
+      ? `Limit erreicht (${weightUsage.used}/${weightUsage.limit}). Kontaktiere den Admin oder warte bis zum nächsten Reset.`
+      : ''
+
+  return (
+    <div>
+      {error && (
+        <div
+          style={{
+            padding: '8px 10px',
+            background: 'var(--danger-bg)',
+            border: '1px solid var(--danger)',
+            borderRadius: 8,
+            fontSize: 12,
+            color: 'var(--danger)',
+            marginBottom: 8,
+          }}
+        >
+          {error}
+        </div>
+      )}
+      <div style={{ display: 'flex', gap: 8, alignItems: 'center' }}>
+        <input
+          type="number"
+          min={20}
+          max={300}
+          step={0.1}
+          className="form-input"
+          style={{ flex: 1, fontSize: 17, fontWeight: 600, textAlign: 'center' }}
+          placeholder="kg eingeben"
+          value={input}
+          onChange={(e) => setInput(e.target.value)}
+          onKeyDown={(e) => e.key === 'Enter' && !isDisabled && handleSave()}
+        />
+        <span style={{ fontSize: 13, color: 'var(--text3)' }}>kg</span>
+        <div title={tooltipText} style={{ display: 'inline-block' }}>
+          <button
+            type="button"
+            className="btn btn-primary"
+            style={{ padding: '8px 14px', cursor: isDisabled ? 'not-allowed' : 'pointer' }}
+            onClick={handleSave}
+            disabled={isDisabled}
+          >
+            {saved ? (
+              <Check size={15} />
+            ) : saving ? (
+              <div className="spinner" style={{ width: 14, height: 14 }} />
+            ) : weightUsage && !weightUsage.allowed ? (
+              '🔒 Limit'
+            ) : (
+              'Speichern'
+            )}
+          </button>
+        </div>
+      </div>
+    </div>
+  )
+}

frontend/src/components/TrainingTypeDistribution.jsx

@@ -15,8 +15,10 @@ export default function TrainingTypeDistribution({ days = 28 }) {
   const [loading, setLoading] = useState(true)
 
   useEffect(() => {
+    const safeDays = Math.max(1, Math.min(4000, Number(days) || 28))
+    const limit = Math.min(50_000, Math.max(250, safeDays * 25))
     Promise.all([
-      api.listActivity(days),
+      api.listActivity(limit, safeDays),
       api.getTrainingCategories()
     ]).then(([activities, cats]) => {
       setCategories(cats)
@@ -43,7 +45,7 @@ export default function TrainingTypeDistribution({ days = 28 }) {
       console.error('Failed to load training type distribution:', err)
       setLoading(false)
     })
-  }, [days, activeProfile?.quality_filter_level])  // Issue #31: Reload when quality filter changes
+  }, [days, activeProfile?.quality_filter_level, activeProfile?.id])
 
   if (loading) {
     return (

frontend/src/components/TrendKcalWeightChart.jsx

@@ -0,0 +1,183 @@
+import {
+  LineChart,
+  Line,
+  XAxis,
+  YAxis,
+  Tooltip,
+  ResponsiveContainer,
+  CartesianGrid,
+} from 'recharts'
+import dayjs from 'dayjs'
+import 'dayjs/locale/de'
+
+dayjs.locale('de')
+
+function rollingAvg(arr, key, w = 7) {
+  return arr.map((d, i) => {
+    const s = arr
+      .slice(Math.max(0, i - w + 1), i + 1)
+      .map((x) => x[key])
+      .filter((v) => v != null)
+    return s.length
+      ? {
+          ...d,
+          [`${key}_avg`]: Math.round((s.reduce((a, b) => a + b) / s.length) * 10) / 10,
+        }
+      : d
+  })
+}
+
+/**
+ * Kalorien + Gewicht im Zeitfenster (wie Dashboard-Trends).
+ * @param {{ weights: any[], nutrition: any[], windowDays?: number }} props
+ */
+export default function TrendKcalWeightChart({ weights, nutrition, windowDays = 30 }) {
+  const n = Math.max(7, Math.min(90, Number(windowDays) || 30))
+  const days = []
+  for (let i = n - 1; i >= 0; i--) days.push(dayjs().subtract(i, 'day').format('YYYY-MM-DD'))
+
+  const wMap = {}
+  ;(weights || []).forEach((w) => {
+    wMap[w.date] = w.weight
+  })
+  const nMap = {}
+  ;(nutrition || []).forEach((x) => {
+    nMap[x.date] = Math.round(x.kcal || 0)
+  })
+
+  let lastW = null
+  const combined = days
+    .map((date) => {
+      if (wMap[date]) lastW = wMap[date]
+      return {
+        date: dayjs(date).format('DD.MM'),
+        kcal: nMap[date] || null,
+        weight: wMap[date] || null,
+        weightLine: lastW,
+      }
+    })
+    .filter((d) => d.kcal || d.weightLine)
+
+  const withAvg = rollingAvg(combined, 'kcal')
+  const hasKcal = combined.some((d) => d.kcal)
+  const hasW = combined.some((d) => d.weightLine)
+
+  if (!hasKcal && !hasW) {
+    return (
+      <div style={{ padding: 20, textAlign: 'center', fontSize: 12, color: 'var(--text3)' }}>
+        Mehr Ernährungs- und Gewichtsdaten für den Chart nötig
+      </div>
+    )
+  }
+
+  return (
+    <ResponsiveContainer width="100%" height={160}>
+      <LineChart data={withAvg} margin={{ top: 4, right: 8, bottom: 0, left: -20 }}>
+        <CartesianGrid stroke="var(--border)" strokeDasharray="3 3" />
+        <XAxis
+          dataKey="date"
+          tick={{ fontSize: 9, fill: 'var(--text3)' }}
+          tickLine={false}
+          interval={Math.max(0, Math.floor(withAvg.length / 6) - 1)}
+        />
+        {hasKcal && (
+          <YAxis
+            yAxisId="kcal"
+            tick={{ fontSize: 9, fill: 'var(--text3)' }}
+            tickLine={false}
+            domain={['auto', 'auto']}
+          />
+        )}
+        {hasW && (
+          <YAxis
+            yAxisId="weight"
+            orientation="right"
+            tick={{ fontSize: 9, fill: 'var(--text3)' }}
+            tickLine={false}
+            domain={['auto', 'auto']}
+          />
+        )}
+        <Tooltip
+          contentStyle={{
+            background: 'var(--surface)',
+            border: '1px solid var(--border)',
+            borderRadius: 8,
+            fontSize: 11,
+          }}
+          formatter={(v, name) => [
+            v == null ? '–' : `${Math.round(v)} ${name === 'weightLine' || name === 'weight' ? 'kg' : 'kcal'}`,
+            name === 'kcal_avg'
+              ? 'Ø Kalorien (7T)'
+              : name === 'kcal'
+                ? 'Kalorien'
+                : name === 'weightLine'
+                  ? 'Gewicht (interpoliert)'
+                  : 'Gewicht Messung',
+          ]}
+        />
+        {hasKcal && (
+          <Line
+            yAxisId="kcal"
+            type="monotone"
+            dataKey="kcal"
+            stroke="#EF9F2744"
+            strokeWidth={1}
+            dot={false}
+            connectNulls={false}
+          />
+        )}
+        {hasKcal && (
+          <Line
+            yAxisId="kcal"
+            type="monotone"
+            dataKey="kcal_avg"
+            stroke="#EF9F27"
+            strokeWidth={2}
+            dot={false}
+            connectNulls
+            name="kcal_avg"
+          />
+        )}
+        {hasW && (
+          <Line
+            yAxisId="weight"
+            type="monotone"
+            dataKey="weightLine"
+            stroke="#378ADD88"
+            strokeWidth={1.5}
+            dot={false}
+            connectNulls
+            name="weightLine"
+          />
+        )}
+        {hasW && (
+          <Line
+            yAxisId="weight"
+            type="monotone"
+            dataKey="weight"
+            stroke="#378ADD"
+            strokeWidth={0}
+            dot={(props) => {
+              const { cx, cy, value } = props
+              return value != null ? (
+                <circle
+                  key={cx}
+                  cx={cx}
+                  cy={cy}
+                  r={4}
+                  fill="#378ADD"
+                  stroke="white"
+                  strokeWidth={1.5}
+                />
+              ) : (
+                <g key={cx} />
+              )
+            }}
+            connectNulls={false}
+            name="weight"
+          />
+        )}
+      </LineChart>
+    </ResponsiveContainer>
+  )
+}

frontend/src/components/dashboard-widgets/AiPipelineInsightWidget.jsx

@@ -0,0 +1,107 @@
+import { useEffect, useState } from 'react'
+import { useNavigate } from 'react-router-dom'
+import { Brain } from 'lucide-react'
+import dayjs from 'dayjs'
+import 'dayjs/locale/de'
+import { api } from '../../utils/api'
+import Markdown from '../../utils/Markdown'
+
+dayjs.locale('de')
+
+export default function AiPipelineInsightWidget({ refreshTick = 0 }) {
+  const nav = useNavigate()
+  const [insights, setInsights] = useState([])
+  const [showInsight, setShowInsight] = useState(false)
+  const [pipelineLoading, setPipelineLoading] = useState(false)
+  const [pipelineError, setPipelineError] = useState(null)
+
+  const load = () =>
+    api.latestInsights().then((ins) => setInsights(Array.isArray(ins) ? ins : [])).catch(() => setInsights([]))
+
+  useEffect(() => {
+    load()
+  }, [refreshTick])
+
+  const runPipeline = async () => {
+    setPipelineLoading(true)
+    setPipelineError(null)
+    try {
+      await api.insightPipeline()
+      await load()
+    } catch (e) {
+      setPipelineError(`Fehler: ${e.message}`)
+    } finally {
+      setPipelineLoading(false)
+    }
+  }
+
+  const latestInsight = insights.find((i) => i.scope === 'gesamt') || insights[0]
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 10 }}>
+        <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>KI-Auswertung</div>
+        <button type="button" className="btn btn-secondary" style={{ fontSize: 11, padding: '4px 10px' }} onClick={() => nav('/analysis')}>
+          <Brain size={11} /> Analysen →
+        </button>
+      </div>
+      <button type="button" className="btn btn-primary btn-full" style={{ marginBottom: 10 }} onClick={runPipeline} disabled={pipelineLoading}>
+        {pipelineLoading ? (
+          <>
+            <div className="spinner" style={{ width: 13, height: 13 }} /> Analyse läuft… (3 Stufen)
+          </>
+        ) : (
+          <>
+            <Brain size={13} /> 🔬 Mehrstufige Analyse starten
+          </>
+        )}
+      </button>
+      {pipelineError && <div style={{ fontSize: 12, color: '#D85A30', marginBottom: 8 }}>{pipelineError}</div>}
+
+      {latestInsight ? (
+        <>
+          <div style={{ fontSize: 11, color: 'var(--text3)', marginBottom: 6 }}>
+            Letzte Analyse: {dayjs(latestInsight.created).format('DD. MMMM YYYY, HH:mm')}
+          </div>
+          <div style={{ maxHeight: showInsight ? 'none' : 120, overflow: 'hidden', position: 'relative' }}>
+            <Markdown text={latestInsight.content} />
+            {!showInsight && (
+              <div
+                style={{
+                  position: 'absolute',
+                  bottom: 0,
+                  left: 0,
+                  right: 0,
+                  height: 40,
+                  background: 'linear-gradient(transparent,var(--surface))',
+                }}
+              />
+            )}
+          </div>
+          <button
+            type="button"
+            style={{
+              background: 'none',
+              border: 'none',
+              cursor: 'pointer',
+              fontSize: 12,
+              color: 'var(--accent)',
+              marginTop: 6,
+              padding: 0,
+            }}
+            onClick={() => setShowInsight((s) => !s)}
+          >
+            {showInsight ? '▲ Weniger anzeigen' : '▼ Vollständig anzeigen'}
+          </button>
+        </>
+      ) : (
+        <div style={{ fontSize: 13, color: 'var(--text3)', padding: '8px 0' }}>
+          Noch keine KI-Auswertung vorhanden.
+          <button type="button" className="btn btn-primary" style={{ marginTop: 8, display: 'block', fontSize: 12 }} onClick={() => nav('/analysis')}>
+            Erste Analyse erstellen
+          </button>
+        </div>
+      )}
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/BodyStatStripWidget.jsx

@@ -0,0 +1,108 @@
+import { useEffect, useState } from 'react'
+import { useNavigate } from 'react-router-dom'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+import { useProfile } from '../../context/ProfileContext'
+import { getBfCategory } from '../../utils/calc'
+import { StatCard } from '../DashboardStatKit'
+import { dashboardStatGridClassName, DASHBOARD_TILE_GRID_COLS } from '../../utils/dashboardLayout'
+
+export default function BodyStatStripWidget({ refreshTick = 0 }) {
+  const nav = useNavigate()
+  const { activeProfile } = useProfile()
+  const sex = activeProfile?.sex || 'm'
+  const [weights, setWeights] = useState([])
+  const [calipers, setCalipers] = useState([])
+  const [nutrition, setNutrition] = useState([])
+
+  useEffect(() => {
+    Promise.all([api.listWeight(60), api.listCaliper(3), api.listNutrition(30)])
+      .then(([w, ca, n]) => {
+        setWeights(w)
+        setCalipers(ca)
+        setNutrition(n)
+      })
+      .catch(() => {
+        setWeights([])
+        setCalipers([])
+        setNutrition([])
+      })
+  }, [refreshTick])
+
+  const latestW = weights[0]
+  const prevW = weights[1]
+  const latestCal = calipers[0]
+  const wDelta = latestW && prevW ? Math.round((latestW.weight - prevW.weight) * 10) / 10 : null
+  const bfCat = latestCal?.body_fat_pct ? getBfCategory(latestCal.body_fat_pct, sex) : null
+  const bfPrev = calipers[1]?.body_fat_pct
+  const bfDelta =
+    latestCal?.body_fat_pct && bfPrev ? Math.round((latestCal.body_fat_pct - bfPrev) * 10) / 10 : null
+
+  const recentNutr = nutrition.filter((n) => n.date >= dayjs().subtract(7, 'day').format('YYYY-MM-DD'))
+  const avgKcal = recentNutr.length
+    ? Math.round(recentNutr.reduce((s, n) => s + (n.kcal || 0), 0) / recentNutr.length)
+    : null
+
+  if (!latestW && !latestCal?.body_fat_pct && !avgKcal) {
+    return (
+      <div className="card section-gap" style={{ marginBottom: 16, fontSize: 13, color: 'var(--text3)' }}>
+        Noch keine Kennzahlen – erfasse Gewicht oder Körperdaten.
+      </div>
+    )
+  }
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ fontSize: 14, fontWeight: 700, marginBottom: 10, color: 'var(--text1)' }}>Kennzahlen</div>
+      <div className={dashboardStatGridClassName(DASHBOARD_TILE_GRID_COLS.mobile)}>
+        {latestW && (
+          <StatCard
+            icon="⚖️"
+            label="Gewicht"
+            value={latestW.weight}
+            unit="kg"
+            delta={wDelta}
+            deltaGoodWhenNeg
+            sub={dayjs(latestW.date).format('DD.MM.')}
+            onClick={() => nav('/history')}
+            color="#378ADD"
+          />
+        )}
+        {latestCal?.body_fat_pct != null && (
+          <StatCard
+            icon="🫧"
+            label="Körperfett"
+            value={latestCal.body_fat_pct}
+            unit="%"
+            delta={bfDelta}
+            deltaGoodWhenNeg
+            sub={bfCat?.label}
+            onClick={() => nav('/history', { state: { tab: 'body' } })}
+            color={bfCat?.color}
+          />
+        )}
+        {latestCal?.lean_mass != null && (
+          <StatCard
+            icon="💪"
+            label="Magermasse"
+            value={latestCal.lean_mass}
+            unit="kg"
+            sub={latestCal.date ? dayjs(latestCal.date).format('DD.MM.') : '–'}
+            onClick={() => nav('/history', { state: { tab: 'body' } })}
+          />
+        )}
+        {avgKcal != null && (
+          <StatCard
+            icon="🍽️"
+            label="Ø Kalorien"
+            value={avgKcal}
+            unit="kcal"
+            sub="letzte 7 Tage"
+            onClick={() => nav('/history', { state: { tab: 'nutrition' } })}
+            color="#EF9F27"
+          />
+        )}
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/DashboardGreetingWidget.jsx

@@ -0,0 +1,34 @@
+import { useEffect, useState } from 'react'
+import dayjs from 'dayjs'
+import 'dayjs/locale/de'
+import { useProfile } from '../../context/ProfileContext'
+import { api } from '../../utils/api'
+
+dayjs.locale('de')
+
+/** Produkt-Dashboard: Begrüßung + Datum + letztes Gewicht-Datum */
+export default function DashboardGreetingWidget({ refreshTick = 0 }) {
+  const { activeProfile } = useProfile()
+  const [latestWeightDate, setLatestWeightDate] = useState(null)
+
+  useEffect(() => {
+    api
+      .listWeight(1)
+      .then((rows) => {
+        setLatestWeightDate(rows?.[0]?.date || null)
+      })
+      .catch(() => setLatestWeightDate(null))
+  }, [refreshTick])
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <h2 style={{ fontSize: 22, fontWeight: 800, margin: 0, color: 'var(--text1)' }}>
+        Hallo, {activeProfile?.name || 'Nutzer'} 👋
+      </h2>
+      <div style={{ fontSize: 12, color: 'var(--text3)', marginTop: 2 }}>
+        {dayjs().format('dddd, DD. MMMM YYYY')}
+        {latestWeightDate && ` · Letztes Update ${dayjs(latestWeightDate).format('DD.MM.')}`}
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/GoalsFocusTeaserWidget.jsx

@@ -0,0 +1,47 @@
+import { useEffect, useState } from 'react'
+import { useNavigate } from 'react-router-dom'
+import { useProfile } from '../../context/ProfileContext'
+import { api } from '../../utils/api'
+
+export default function GoalsFocusTeaserWidget({ refreshTick = 0 }) {
+  const nav = useNavigate()
+  const { activeProfile } = useProfile()
+  const [goalsCount, setGoalsCount] = useState(null)
+
+  useEffect(() => {
+    if (!activeProfile?.id) return
+    api
+      .listGoals()
+      .then((list) => setGoalsCount(Array.isArray(list) ? list.length : 0))
+      .catch(() => setGoalsCount(null))
+  }, [activeProfile?.id, refreshTick])
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 8 }}>
+        <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>Ziele &amp; Fokus</div>
+        <button type="button" className="btn btn-secondary" style={{ fontSize: 12, padding: '6px 12px' }} onClick={() => nav('/goals')}>
+          Bearbeiten →
+        </button>
+      </div>
+      <div
+        style={{ cursor: 'pointer' }}
+        role="button"
+        tabIndex={0}
+        onKeyDown={(e) => e.key === 'Enter' && nav('/goals')}
+        onClick={() => nav('/goals')}
+      >
+        {goalsCount != null && (
+          <div style={{ fontSize: 13, fontWeight: 600, color: 'var(--text1)', marginBottom: 8 }}>
+            {goalsCount === 0
+              ? 'Noch keine Ziele angelegt.'
+              : `${goalsCount} ${goalsCount === 1 ? 'Ziel' : 'Ziele'} im System.`}
+          </div>
+        )}
+        <div style={{ fontSize: 12, color: 'var(--text2)' }}>
+          Focus Areas und Fortschritt – tippen zum Öffnen der Ziele-Seite.
+        </div>
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/NutritionActivitySummaryWidget.jsx

@@ -0,0 +1,115 @@
+import { useEffect, useState } from 'react'
+import { useNavigate } from 'react-router-dom'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+import {
+  dashboardTileGridClassName,
+  DASHBOARD_TILE_GRID_COLS,
+} from '../../utils/dashboardLayout'
+import DashboardTile from '../DashboardTile'
+
+export default function NutritionActivitySummaryWidget({ refreshTick = 0 }) {
+  const nav = useNavigate()
+  const [nutrition, setNutrition] = useState([])
+  const [activities, setActivities] = useState([])
+  const [latestWeight, setLatestWeight] = useState(null)
+
+  useEffect(() => {
+    Promise.all([api.listNutrition(30), api.listActivity(800, 30), api.listWeight(1)])
+      .then(([n, a, w]) => {
+        setNutrition(n)
+        setActivities(a)
+        setLatestWeight(w?.[0]?.weight ?? null)
+      })
+      .catch(() => {
+        setNutrition([])
+        setActivities([])
+        setLatestWeight(null)
+      })
+  }, [refreshTick])
+
+  const recentNutr = nutrition.filter((n) => n.date >= dayjs().subtract(7, 'day').format('YYYY-MM-DD'))
+  const avgKcal = recentNutr.length
+    ? Math.round(recentNutr.reduce((s, n) => s + (n.kcal || 0), 0) / recentNutr.length)
+    : null
+  const avgProtein = recentNutr.length
+    ? Math.round(recentNutr.reduce((s, n) => s + (n.protein_g || 0), 0) / recentNutr.length * 10) / 10
+    : null
+  const ptLow = Math.round((latestWeight || 80) * 1.6)
+  const proteinOk = avgProtein && avgProtein >= ptLow
+
+  const recentAct = activities.filter((a) => a.date >= dayjs().subtract(7, 'day').format('YYYY-MM-DD'))
+  const actKcal = recentAct.length ? Math.round(recentAct.reduce((s, a) => s + (a.kcal_active || 0), 0)) : null
+
+  const showNutr = !!(avgKcal || avgProtein)
+  const showAct = actKcal != null
+  if (!showNutr && !showAct) {
+    return (
+      <div className="card section-gap" style={{ marginBottom: 16, fontSize: 13, color: 'var(--text3)' }}>
+        Noch keine Ernährungs- oder Aktivitätsdaten (7 Tage).
+      </div>
+    )
+  }
+
+  const summaryBoth = showNutr && showAct
+  const summarySpanM = summaryBoth ? 1 : 2
+  const summarySpanD = summaryBoth ? 2 : 4
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ fontSize: 14, fontWeight: 700, marginBottom: 10, color: 'var(--text1)' }}>
+        Ernährung &amp; Aktivität
+      </div>
+      <div className={`dashboard-summary-row ${dashboardTileGridClassName(DASHBOARD_TILE_GRID_COLS.mobile)}`}>
+        {showNutr && (
+          <DashboardTile spanMobile={summarySpanM} spanDesktop={summarySpanD}>
+            <div
+              className="card"
+              style={{ cursor: 'pointer', height: '100%' }}
+              role="button"
+              tabIndex={0}
+              onKeyDown={(e) => e.key === 'Enter' && nav('/history', { state: { tab: 'nutrition' } })}
+              onClick={() => nav('/history', { state: { tab: 'nutrition' } })}
+            >
+              <div style={{ fontWeight: 600, fontSize: 12, marginBottom: 8, color: 'var(--text3)' }}>
+                🍽️ ERNÄHRUNG (Ø 7T)
+              </div>
+              {avgKcal != null && <div style={{ fontSize: 16, fontWeight: 700, color: '#EF9F27' }}>{avgKcal} kcal</div>}
+              {avgProtein != null && (
+                <div
+                  style={{
+                    fontSize: 13,
+                    fontWeight: 600,
+                    color: proteinOk ? 'var(--accent)' : 'var(--warn)',
+                  }}
+                >
+                  {avgProtein}g Protein {proteinOk ? '✓' : '⚠️'}
+                </div>
+              )}
+              <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 4 }}>→ Verlauf Ernährung</div>
+            </div>
+          </DashboardTile>
+        )}
+        {showAct && (
+          <DashboardTile spanMobile={summarySpanM} spanDesktop={summarySpanD}>
+            <div
+              className="card"
+              style={{ cursor: 'pointer', height: '100%' }}
+              role="button"
+              tabIndex={0}
+              onKeyDown={(e) => e.key === 'Enter' && nav('/history', { state: { tab: 'activity' } })}
+              onClick={() => nav('/history', { state: { tab: 'activity' } })}
+            >
+              <div style={{ fontWeight: 600, fontSize: 12, marginBottom: 8, color: 'var(--text3)' }}>
+                🏋️ AKTIVITÄT (7T)
+              </div>
+              <div style={{ fontSize: 16, fontWeight: 700, color: '#EF9F27' }}>{actKcal} kcal</div>
+              <div style={{ fontSize: 13, color: 'var(--text2)' }}>{recentAct.length} Trainings</div>
+              <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 4 }}>→ Verlauf Aktivität</div>
+            </div>
+          </DashboardTile>
+        )}
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/NutritionDetailChartsWidget.jsx

@@ -0,0 +1,32 @@
+import { useNavigate } from 'react-router-dom'
+import NutritionCharts from '../NutritionCharts'
+import { normalizeBodyChartDays } from '../../widgetSystem/bodyChartDays'
+
+/**
+ * Phase-0c-Ernährungscharts (wie „Detaillierte Charts“ im Verlauf).
+ * @param {{ refreshTick?: number, chartDays?: number }} props
+ */
+export default function NutritionDetailChartsWidget({ refreshTick = 0, chartDays }) {
+  const nav = useNavigate()
+  const days = chartDays != null ? normalizeBodyChartDays(chartDays) : 30
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 10 }}>
+        <div>
+          <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>Ernährung — Charts</div>
+          <div style={{ fontSize: 12, color: 'var(--text3)' }}>API-Charts · {days} Tage</div>
+        </div>
+        <button
+          type="button"
+          className="btn btn-secondary"
+          style={{ fontSize: 12, padding: '6px 12px' }}
+          onClick={() => nav('/history', { state: { tab: 'nutrition' } })}
+        >
+          Verlauf →
+        </button>
+      </div>
+      <NutritionCharts key={`${refreshTick}-${days}`} days={days} />
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/ProfileGoalsProgressWidget.jsx

@@ -0,0 +1,109 @@
+import { useEffect, useState } from 'react'
+import { useProfile } from '../../context/ProfileContext'
+import { getBfCategory } from '../../utils/calc'
+import { api } from '../../utils/api'
+
+/** Profil-Ziele Gewicht / Körperfett (Balken wie Dashboard) */
+export default function ProfileGoalsProgressWidget({ refreshTick = 0 }) {
+  const { activeProfile } = useProfile()
+  const sex = activeProfile?.sex || 'm'
+  const [weights, setWeights] = useState([])
+  const [calipers, setCalipers] = useState([])
+
+  useEffect(() => {
+    Promise.all([api.listWeight(120), api.listCaliper(3)])
+      .then(([w, ca]) => {
+        setWeights(w)
+        setCalipers(ca)
+      })
+      .catch(() => {
+        setWeights([])
+        setCalipers([])
+      })
+  }, [refreshTick])
+
+  const latestW = weights[0]
+  const latestCal = calipers[0]
+  const bfCat = latestCal?.body_fat_pct ? getBfCategory(latestCal.body_fat_pct, sex) : null
+
+  const gw = activeProfile?.goal_weight
+  const gbf = activeProfile?.goal_bf_pct
+  if ((!gw || !latestW) && (!gbf || latestCal?.body_fat_pct == null)) return null
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ fontSize: 14, fontWeight: 700, marginBottom: 10, color: 'var(--text1)' }}>Profil-Ziele</div>
+      {gw && latestW && (
+        <div style={{ marginBottom: 10 }}>
+          {(() => {
+            const start = Math.max(...weights.map((w) => w.weight))
+            const curr = latestW.weight
+            const goal = gw
+            const total = start - goal
+            const done = start - curr
+            const pct = total > 0 ? Math.min(100, Math.round((done / total) * 100)) : 100
+            const remain = Math.round((curr - goal) * 10) / 10
+            return (
+              <>
+                <div style={{ display: 'flex', justifyContent: 'space-between', fontSize: 12, marginBottom: 4 }}>
+                  <span>
+                    Gewicht: {curr} → {goal} kg
+                  </span>
+                  <span style={{ color: 'var(--accent)', fontWeight: 600 }}>
+                    {remain > 0 ? `noch ${remain}kg` : 'Ziel erreicht! 🎉'}
+                  </span>
+                </div>
+                <div style={{ height: 8, background: 'var(--border)', borderRadius: 4, overflow: 'hidden' }}>
+                  <div
+                    style={{
+                      height: '100%',
+                      width: `${pct}%`,
+                      background: 'var(--accent)',
+                      borderRadius: 4,
+                      transition: 'width 0.5s',
+                    }}
+                  />
+                </div>
+                <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 2 }}>{pct}% des Weges</div>
+              </>
+            )
+          })()}
+        </div>
+      )}
+      {gbf && latestCal?.body_fat_pct != null && (
+        <div>
+          {(() => {
+            const curr = latestCal.body_fat_pct
+            const goal = gbf
+            const remain = Math.round((curr - goal) * 10) / 10
+            const pct =
+              curr <= goal ? 100 : Math.min(100, Math.round((1 - (curr - goal) / Math.max(curr - goal, 5)) * 100))
+            return (
+              <>
+                <div style={{ display: 'flex', justifyContent: 'space-between', fontSize: 12, marginBottom: 4 }}>
+                  <span>
+                    Körperfett: {curr}% → {goal}%
+                  </span>
+                  <span style={{ color: 'var(--accent)', fontWeight: 600 }}>
+                    {remain > 0 ? `noch ${remain}%` : 'Ziel erreicht! 🎉'}
+                  </span>
+                </div>
+                <div style={{ height: 8, background: 'var(--border)', borderRadius: 4, overflow: 'hidden' }}>
+                  <div
+                    style={{
+                      height: '100%',
+                      width: `${pct}%`,
+                      background: bfCat?.color || 'var(--accent)',
+                      borderRadius: 4,
+                    }}
+                  />
+                </div>
+                <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 2 }}>Aktuell: {bfCat?.label}</div>
+              </>
+            )
+          })()}
+        </div>
+      )}
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/ProgressPhotosWidget.jsx

@@ -0,0 +1,86 @@
+import { useState, useEffect } from 'react'
+import { useNavigate } from 'react-router-dom'
+import { api } from '../../utils/api'
+
+/**
+ * Fortschrittsfotos (Galerie wie Verlauf-Tab Fotos).
+ */
+export default function ProgressPhotosWidget({ refreshTick = 0 }) {
+  const nav = useNavigate()
+  const [photos, setPhotos] = useState([])
+  const [big, setBig] = useState(null)
+
+  useEffect(() => {
+    api.listPhotos().then(setPhotos).catch(() => setPhotos([]))
+  }, [refreshTick])
+
+  if (!photos.length) {
+    return (
+      <div className="card section-gap" style={{ marginBottom: 16, textAlign: 'center', padding: 24 }}>
+        <div style={{ fontSize: 13, color: 'var(--text3)', marginBottom: 12 }}>Noch keine Fotos.</div>
+        <button type="button" className="btn btn-primary" onClick={() => nav('/capture')}>
+          Zur Erfassung
+        </button>
+      </div>
+    )
+  }
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 10 }}>
+        <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>Fortschrittsfotos</div>
+        <button
+          type="button"
+          className="btn btn-secondary"
+          style={{ fontSize: 12, padding: '6px 12px' }}
+          onClick={() => nav('/history', { state: { tab: 'photos' } })}
+        >
+          Verlauf →
+        </button>
+      </div>
+      {big && (
+        <div
+          role="presentation"
+          style={{
+            position: 'fixed',
+            inset: 0,
+            background: 'rgba(0,0,0,0.9)',
+            zIndex: 100,
+            display: 'flex',
+            alignItems: 'center',
+            justifyContent: 'center',
+          }}
+          onClick={() => setBig(null)}
+        >
+          <img src={api.photoUrl(big)} style={{ maxWidth: '100%', maxHeight: '100%', borderRadius: 8 }} alt="" />
+        </div>
+      )}
+      <div className="photo-grid">
+        {photos.map((p) => (
+          <div key={p.id} style={{ position: 'relative' }}>
+            <img
+              src={api.photoUrl(p.id)}
+              className="photo-thumb"
+              alt=""
+              onClick={() => setBig(p.id)}
+            />
+            <div
+              style={{
+                position: 'absolute',
+                bottom: 4,
+                left: 4,
+                fontSize: 9,
+                background: 'rgba(0,0,0,0.6)',
+                color: 'white',
+                padding: '1px 4px',
+                borderRadius: 3,
+              }}
+            >
+              {p.date?.slice(0, 10) || p.created?.slice(0, 10)}
+            </div>
+          </div>
+        ))}
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/QuickWeightTodayWidget.jsx

@@ -0,0 +1,20 @@
+import { useNavigate } from 'react-router-dom'
+import QuickWeightEntry from '../QuickWeightEntry'
+
+export default function QuickWeightTodayWidget({ onSaved }) {
+  const nav = useNavigate()
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', gap: 8, marginBottom: 10 }}>
+        <div>
+          <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>Gewicht heute</div>
+          <div style={{ fontSize: 12, color: 'var(--text3)' }}>Tageswert erfassen</div>
+        </div>
+        <button type="button" className="btn btn-secondary" style={{ fontSize: 12, padding: '6px 12px' }} onClick={() => nav('/weight')}>
+          Alle Einträge →
+        </button>
+      </div>
+      <QuickWeightEntry onSaved={onSaved} />
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/RecoveryChartsPanelWidget.jsx

@@ -0,0 +1,32 @@
+import { useNavigate } from 'react-router-dom'
+import RecoveryCharts from '../RecoveryCharts'
+import { normalizeBodyChartDays } from '../../widgetSystem/bodyChartDays'
+
+/**
+ * Erholung R1–R5 (wie Verlauf Erholung).
+ * @param {{ refreshTick?: number, chartDays?: number }} props
+ */
+export default function RecoveryChartsPanelWidget({ refreshTick = 0, chartDays }) {
+  const nav = useNavigate()
+  const days = chartDays != null ? normalizeBodyChartDays(chartDays) : 28
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 10 }}>
+        <div>
+          <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>Erholung — Charts</div>
+          <div style={{ fontSize: 12, color: 'var(--text3)' }}>Schlaf, Recovery, Vitalwerte · {days} Tage</div>
+        </div>
+        <button
+          type="button"
+          className="btn btn-secondary"
+          style={{ fontSize: 12, padding: '6px 12px' }}
+          onClick={() => nav('/history', { state: { tab: 'recovery' } })}
+        >
+          Verlauf →
+        </button>
+      </div>
+      <RecoveryCharts key={`${refreshTick}-${days}`} days={days} />
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/RecoverySleepRestWidget.jsx

@@ -0,0 +1,20 @@
+import DashboardTile from '../DashboardTile'
+import SleepWidget from '../SleepWidget'
+import RestDaysWidget from '../RestDaysWidget'
+import { dashboardTileGridClassName, DASHBOARD_TILE_GRID_COLS } from '../../utils/dashboardLayout'
+
+export default function RecoverySleepRestWidget() {
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ fontSize: 14, fontWeight: 700, marginBottom: 10, color: 'var(--text1)' }}>Erholung</div>
+      <div className={`dashboard-erholung-grid ${dashboardTileGridClassName(DASHBOARD_TILE_GRID_COLS.mobile)}`}>
+        <DashboardTile spanMobile={1} spanDesktop={2}>
+          <SleepWidget />
+        </DashboardTile>
+        <DashboardTile spanMobile={1} spanDesktop={2}>
+          <RestDaysWidget />
+        </DashboardTile>
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/StatusPillsWidget.jsx

@@ -0,0 +1,89 @@
+import { useEffect, useState } from 'react'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+import { useProfile } from '../../context/ProfileContext'
+import { getBfCategory } from '../../utils/calc'
+import { Pill } from '../DashboardStatKit'
+
+/** WHR, WHtR, Protein Ø7T, KF – wie Dashboard-Pill-Leiste */
+export default function StatusPillsWidget({ refreshTick = 0 }) {
+  const { activeProfile } = useProfile()
+  const sex = activeProfile?.sex || 'm'
+  const height = activeProfile?.height || 178
+  const [weights, setWeights] = useState([])
+  const [calipers, setCalipers] = useState([])
+  const [circs, setCircs] = useState([])
+  const [nutrition, setNutrition] = useState([])
+
+  useEffect(() => {
+    Promise.all([api.listWeight(2), api.listCaliper(3), api.listCirc(2), api.listNutrition(30)])
+      .then(([w, ca, ci, n]) => {
+        setWeights(w)
+        setCalipers(ca)
+        setCircs(ci)
+        setNutrition(n)
+      })
+      .catch(() => {
+        setWeights([])
+        setCalipers([])
+        setCircs([])
+        setNutrition([])
+      })
+  }, [refreshTick])
+
+  const latestCal = calipers[0]
+  const latestCir = circs[0]
+  const latestW = weights[0]
+
+  const recentNutr = nutrition.filter((n) => n.date >= dayjs().subtract(7, 'day').format('YYYY-MM-DD'))
+  const avgProtein = recentNutr.length
+    ? Math.round(recentNutr.reduce((s, n) => s + (n.protein_g || 0), 0) / recentNutr.length * 10) / 10
+    : null
+  const ptLow = Math.round((latestW?.weight || 80) * 1.6)
+  const proteinOk = avgProtein && avgProtein >= ptLow
+
+  const whr =
+    latestCir?.c_waist && latestCir?.c_hip
+      ? Math.round((latestCir.c_waist / latestCir.c_hip) * 100) / 100
+      : null
+  const whtr =
+    latestCir?.c_waist && height ? Math.round((latestCir.c_waist / height) * 100) / 100 : null
+  const bfCat = latestCal?.body_fat_pct ? getBfCategory(latestCal.body_fat_pct, sex) : null
+
+  const pills = []
+  if (whr)
+    pills.push({
+      label: 'WHR',
+      value: whr,
+      status: whr < (sex === 'm' ? 0.9 : 0.85) ? 'good' : 'warn',
+      sub: `<${sex === 'm' ? '0,90' : '0,85'}`,
+    })
+  if (whtr) pills.push({ label: 'WHtR', value: whtr, status: whtr < 0.5 ? 'good' : 'warn', sub: '<0,50' })
+  if (avgProtein)
+    pills.push({
+      label: 'Protein Ø7T',
+      value: `${avgProtein}g`,
+      status: proteinOk ? 'good' : 'warn',
+      sub: `Ziel ${ptLow}g`,
+    })
+  if (bfCat && latestCal?.body_fat_pct != null)
+    pills.push({
+      label: 'KF',
+      value: `${latestCal.body_fat_pct}%`,
+      status: latestCal.body_fat_pct < (sex === 'm' ? 18 : 25) ? 'good' : 'warn',
+      sub: bfCat.label,
+    })
+
+  if (pills.length === 0) return null
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ fontSize: 12, fontWeight: 600, color: 'var(--text3)', marginBottom: 8 }}>Indikatoren</div>
+      <div className="dashboard-pill-row">
+        {pills.map((p, i) => (
+          <Pill key={i} {...p} />
+        ))}
+      </div>
+    </div>
+  )
+}

frontend/src/components/dashboard-widgets/TrendKcalWeightWidget.jsx

@@ -0,0 +1,95 @@
+import { useEffect, useState } from 'react'
+import { useNavigate } from 'react-router-dom'
+import { api } from '../../utils/api'
+import TrendKcalWeightChart from '../TrendKcalWeightChart'
+import { normalizeBodyChartDays } from '../../widgetSystem/bodyChartDays'
+
+/**
+ * @param {{ refreshTick?: number, chartDays?: number }} props
+ */
+export default function TrendKcalWeightWidget({ refreshTick = 0, chartDays }) {
+  const nav = useNavigate()
+  const windowDays = chartDays != null ? normalizeBodyChartDays(chartDays) : 30
+  const fetchNutritionDays = Math.max(windowDays, 30)
+  const [weights, setWeights] = useState([])
+  const [nutrition, setNutrition] = useState([])
+
+  useEffect(() => {
+    Promise.all([api.listWeight(Math.max(60, windowDays + 30)), api.listNutrition(fetchNutritionDays)])
+      .then(([w, n]) => {
+        setWeights(w)
+        setNutrition(n)
+      })
+      .catch(() => {
+        setWeights([])
+        setNutrition([])
+      })
+  }, [refreshTick, windowDays, fetchNutritionDays])
+
+  if (weights.length <= 2 && nutrition.length <= 2) {
+    return (
+      <div className="card section-gap" style={{ marginBottom: 16, fontSize: 13, color: 'var(--text3)' }}>
+        Mehr Gewichts- und Ernährungsdaten für den Trend nötig.
+      </div>
+    )
+  }
+
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 8 }}>
+        <div>
+          <div style={{ fontSize: 14, fontWeight: 700, color: 'var(--text1)' }}>Trends</div>
+          <div style={{ fontSize: 12, color: 'var(--text3)' }}>
+            Kalorien und Gewicht ({windowDays} Tage)
+          </div>
+        </div>
+        <button
+          type="button"
+          className="btn btn-secondary"
+          style={{ fontSize: 12, padding: '6px 12px' }}
+          onClick={() => nav('/history', { state: { tab: 'body' } })}
+        >
+          Details →
+        </button>
+      </div>
+      <TrendKcalWeightChart weights={weights} nutrition={nutrition} windowDays={windowDays} />
+      <div
+        style={{
+          display: 'flex',
+          gap: 16,
+          justifyContent: 'center',
+          marginTop: 6,
+          fontSize: 10,
+          color: 'var(--text3)',
+        }}
+      >
+        <span>
+          <span
+            style={{
+              display: 'inline-block',
+              width: 12,
+              height: 2,
+              background: '#EF9F27',
+              verticalAlign: 'middle',
+              marginRight: 3,
+            }}
+          />
+          Ø Kalorien
+        </span>
+        <span>
+          <span
+            style={{
+              display: 'inline-block',
+              width: 12,
+              height: 2,
+              background: '#378ADD',
+              verticalAlign: 'middle',
+              marginRight: 3,
+            }}
+          />
+          Gewicht
+        </span>
+      </div>
+    </div>
+  )
+}

frontend/src/components/pilot/PilotActivitySection.jsx

@@ -0,0 +1,132 @@
+import { useState, useEffect } from 'react'
+import { Link } from 'react-router-dom'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+import { useProfile } from '../../context/ProfileContext'
+import TrainingTypeDistribution from '../TrainingTypeDistribution'
+import {
+  BODY_CHART_DAYS_DEFAULT,
+  normalizeBodyChartDays,
+} from '../../widgetSystem/bodyChartDays'
+import PilotRuleCard from './PilotRuleCard'
+
+export default function PilotActivitySection({ refreshTick = 0, chartDays = BODY_CHART_DAYS_DEFAULT }) {
+  const periodDays = normalizeBodyChartDays(chartDays)
+  const { activeProfile } = useProfile()
+  const globalQualityLevel = activeProfile?.quality_filter_level
+  const [activities, setActivities] = useState([])
+  const [loading, setLoading] = useState(true)
+
+  useEffect(() => {
+    let cancelled = false
+    ;(async () => {
+      try {
+        const limit = Math.min(50_000, Math.max(200, periodDays * 25))
+        const a = await api.listActivity(limit, periodDays)
+        if (!cancelled) setActivities(Array.isArray(a) ? a : [])
+      } catch {
+        if (!cancelled) setActivities([])
+      } finally {
+        if (!cancelled) setLoading(false)
+      }
+    })()
+    return () => {
+      cancelled = true
+    }
+  }, [refreshTick, globalQualityLevel, periodDays])
+
+  const cutoff = dayjs().subtract(periodDays, 'day').format('YYYY-MM-DD')
+  const filtA = (activities || []).filter((d) => d.date >= cutoff)
+
+  const daysWithAct = new Set(filtA.map((a) => a.date)).size
+  const totalDays =
+    filtA.length > 0
+      ? Math.min(periodDays, dayjs().diff(dayjs(filtA[filtA.length - 1]?.date), 'day') + 1)
+      : 0
+  const consistency = totalDays > 0 ? Math.round((daysWithAct / totalDays) * 100) : 0
+
+  const actRules = [
+    {
+      status: consistency >= 70 ? 'good' : consistency >= 40 ? 'warn' : 'bad',
+      icon: '📅',
+      category: 'Konsistenz',
+      title: `${consistency}% aktive Tage (${daysWithAct}/${Math.min(periodDays, totalDays || periodDays)} Tage)`,
+      detail:
+        consistency >= 70
+          ? 'Ausgezeichnete Regelmäßigkeit.'
+          : consistency >= 40
+            ? 'Ziel: 4–5 Einheiten/Woche.'
+            : 'Mehr Regelmäßigkeit empfohlen.',
+      value: `${consistency}%`,
+    },
+  ]
+
+  if (loading) {
+    return (
+      <div className="card section-gap" style={{ textAlign: 'center', padding: 24 }}>
+        <div className="spinner" />
+      </div>
+    )
+  }
+
+  return (
+    <div className="section-gap" style={{ marginBottom: 24 }}>
+      <div
+        style={{
+          gridColumn: '1 / -1',
+          marginBottom: 12,
+          paddingBottom: 8,
+          borderBottom: '2px solid var(--border)',
+        }}
+      >
+        <h2 style={{ fontSize: 17, fontWeight: 700, margin: 0, color: 'var(--text1)' }}>Bereich Aktivität</h2>
+        <p style={{ fontSize: 12, color: 'var(--text2)', margin: '6px 0 0', lineHeight: 1.5 }}>
+          Trainingstyp-Verteilung {periodDays} Tage · Bewertung Konsistenz wie im Verlauf
+        </p>
+      </div>
+
+      {globalQualityLevel && globalQualityLevel !== 'all' && (
+        <div
+          style={{
+            marginBottom: 12,
+            padding: '8px 12px',
+            borderRadius: 8,
+            background: 'var(--surface2)',
+            border: '1px solid var(--border)',
+            fontSize: 12,
+            color: 'var(--text2)',
+          }}
+        >
+          Aktiver Qualitätsfilter im Profil – Aktivitätsdaten entsprechend gefiltert.
+          <Link to="/settings" style={{ marginLeft: 8, color: 'var(--accent)' }}>
+            Einstellungen
+          </Link>
+        </div>
+      )}
+
+      <div className="card section-gap">
+        <div style={{ fontSize: 12, fontWeight: 600, color: 'var(--text3)', marginBottom: 8 }}>Trainingstyp-Verteilung</div>
+        <TrainingTypeDistribution days={periodDays} />
+        <div style={{ marginTop: 8, textAlign: 'right' }}>
+          <Link to="/history" state={{ tab: 'activity' }} style={{ fontSize: 12, color: 'var(--accent)' }}>
+            Vollständiger Verlauf Aktivität →
+          </Link>
+        </div>
+      </div>
+
+      <div className="card section-gap">
+        <div className="card-title">Bewertung · Aktivität</div>
+        {filtA.length === 0 ? (
+          <p style={{ fontSize: 13, color: 'var(--text2)', margin: 0 }}>
+            Noch keine Aktivitäten.{' '}
+            <Link to="/activity" style={{ color: 'var(--accent)' }}>
+              Training erfassen
+            </Link>
+          </p>
+        ) : (
+          actRules.map((item, i) => <PilotRuleCard key={i} item={item} />)
+        )}
+      </div>
+    </div>
+  )
+}

frontend/src/components/pilot/PilotBodySection.jsx

@@ -0,0 +1,230 @@
+import { useState, useEffect } from 'react'
+import { Link } from 'react-router-dom'
+import {
+  LineChart,
+  Line,
+  XAxis,
+  YAxis,
+  Tooltip,
+  ResponsiveContainer,
+  CartesianGrid,
+  ReferenceLine,
+} from 'recharts'
+import { ChevronRight } from 'lucide-react'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+import { useProfile } from '../../context/ProfileContext'
+import { getInterpretation } from '../../utils/interpret'
+import { rollingAvg, fmtDate } from '../../pilot/pilotChartUtils'
+import {
+  BODY_CHART_DAYS_DEFAULT,
+  normalizeBodyChartDays,
+} from '../../widgetSystem/bodyChartDays'
+import PilotRuleCard from './PilotRuleCard'
+
+export default function PilotBodySection({ refreshTick = 0, chartDays = BODY_CHART_DAYS_DEFAULT }) {
+  const windowDays = normalizeBodyChartDays(chartDays)
+  const { activeProfile } = useProfile()
+  const [weights, setWeights] = useState([])
+  const [calipers, setCalipers] = useState([])
+  const [circs, setCircs] = useState([])
+  const [loading, setLoading] = useState(true)
+
+  useEffect(() => {
+    let cancelled = false
+    ;(async () => {
+      try {
+        const fetchDays = Math.max(120, windowDays + 60)
+        const [w, ca, ci] = await Promise.all([
+          api.listWeight(fetchDays),
+          api.listCaliper(Math.max(30, windowDays)),
+          api.listCirc(Math.max(30, windowDays)),
+        ])
+        if (!cancelled) {
+          setWeights(Array.isArray(w) ? w : [])
+          setCalipers(Array.isArray(ca) ? ca : [])
+          setCircs(Array.isArray(ci) ? ci : [])
+        }
+      } catch {
+        if (!cancelled) {
+          setWeights([])
+          setCalipers([])
+          setCircs([])
+        }
+      } finally {
+        if (!cancelled) setLoading(false)
+      }
+    })()
+    return () => {
+      cancelled = true
+    }
+  }, [refreshTick, windowDays])
+
+  const cutoff = dayjs().subtract(windowDays, 'day').format('YYYY-MM-DD')
+
+  const filtW = [...(weights || [])]
+    .sort((a, b) => a.date.localeCompare(b.date))
+    .filter((d) => d.date >= cutoff)
+  const filtCal = (calipers || []).filter((d) => d.date >= cutoff)
+  const filtCir = (circs || []).filter((d) => d.date >= cutoff)
+
+  const hasWeight = filtW.length >= 2
+  const latestCal = filtCal[0]
+  const prevCal = filtCal[1]
+  const latestCir = filtCir[0]
+  const latestW2 = filtW[filtW.length - 1]
+
+  const withAvg = rollingAvg(filtW, 'weight', 7)
+  const withAvg14 = rollingAvg(filtW, 'weight', 14)
+  const wCd = withAvg.map((d, i) => ({
+    date: fmtDate(d.date),
+    weight: d.weight,
+    avg7: d.weight_avg,
+    avg14: withAvg14[i]?.weight_avg,
+  }))
+  const ws = filtW.map((w) => w.weight)
+  const avgAll = ws.length ? Math.round((ws.reduce((a, b) => a + b, 0) / ws.length) * 10) / 10 : null
+
+  const combined = {
+    ...(latestCal || {}),
+    c_waist: latestCir?.c_waist,
+    c_hip: latestCir?.c_hip,
+    weight: latestW2?.weight,
+  }
+  const rules = getInterpretation(combined, activeProfile || {}, prevCal || null)
+
+  if (loading) {
+    return (
+      <div className="card section-gap" style={{ textAlign: 'center', padding: 24 }}>
+        <div className="spinner" />
+      </div>
+    )
+  }
+
+  return (
+    <div className="section-gap" style={{ marginBottom: 24 }}>
+      <div
+        style={{
+          gridColumn: '1 / -1',
+          marginBottom: 12,
+          paddingBottom: 8,
+          borderBottom: '2px solid var(--border)',
+        }}
+      >
+        <h2 style={{ fontSize: 17, fontWeight: 700, margin: 0, color: 'var(--text1)' }}>Bereich Körper</h2>
+        <p style={{ fontSize: 12, color: 'var(--text2)', margin: '6px 0 0', lineHeight: 1.5 }}>
+          Fokus letzte {windowDays} Tage · Gewicht mit Ø 7 / Ø 14 Tage wie im Verlauf
+        </p>
+      </div>
+
+      {!hasWeight && (
+        <div className="card" style={{ padding: 20, fontSize: 13, color: 'var(--text2)' }}>
+          Zu wenig Gewichtsdaten für den Graph.{' '}
+          <Link to="/weight" style={{ color: 'var(--accent)' }}>
+            Gewicht erfassen
+          </Link>
+        </div>
+      )}
+
+      {hasWeight && (
+        <div className="card section-gap">
+          <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 8 }}>
+            <div style={{ fontSize: 12, fontWeight: 600, color: 'var(--text3)' }}>
+              Gewicht · {filtW.length} Messungen ({windowDays}T)
+            </div>
+            <Link to="/history" state={{ tab: 'body' }} className="btn btn-secondary" style={{ fontSize: 10, padding: '2px 8px', textDecoration: 'none' }}>
+              Verlauf Körper <ChevronRight size={10} />
+            </Link>
+          </div>
+          <ResponsiveContainer width="100%" height={200}>
+            <LineChart data={wCd} margin={{ top: 4, right: 8, bottom: 0, left: -20 }}>
+              <CartesianGrid stroke="var(--border)" strokeDasharray="3 3" />
+              <XAxis
+                dataKey="date"
+                tick={{ fontSize: 9, fill: 'var(--text3)' }}
+                tickLine={false}
+                interval={Math.max(0, Math.floor(wCd.length / 6) - 1)}
+              />
+              <YAxis tick={{ fontSize: 9, fill: 'var(--text3)' }} tickLine={false} domain={['auto', 'auto']} />
+              {avgAll && (
+                <ReferenceLine
+                  y={avgAll}
+                  stroke="var(--text3)"
+                  strokeDasharray="4 4"
+                  strokeWidth={1}
+                  label={{ value: `Ø ${avgAll}`, fontSize: 9, fill: 'var(--text3)', position: 'right' }}
+                />
+              )}
+              {activeProfile?.goal_weight && (
+                <ReferenceLine
+                  y={activeProfile.goal_weight}
+                  stroke="var(--accent)"
+                  strokeDasharray="5 3"
+                  strokeWidth={1.5}
+                  label={{
+                    value: `Ziel ${activeProfile.goal_weight}kg`,
+                    fontSize: 9,
+                    fill: 'var(--accent)',
+                    position: 'right',
+                  }}
+                />
+              )}
+              <Tooltip
+                contentStyle={{ background: 'var(--surface)', border: '1px solid var(--border)', borderRadius: 8, fontSize: 11 }}
+                formatter={(v, n) => [
+                  `${v} kg`,
+                  n === 'weight' ? 'Täglich' : n === 'avg7' ? 'Ø 7 Tage' : 'Ø 14 Tage',
+                ]}
+              />
+              <Line type="monotone" dataKey="weight" stroke="#378ADD88" strokeWidth={1.5} dot={{ r: 3, fill: '#378ADD' }} name="weight" />
+              <Line type="monotone" dataKey="avg7" stroke="#378ADD" strokeWidth={2.5} dot={false} name="avg7" />
+              <Line type="monotone" dataKey="avg14" stroke="#1D9E75" strokeWidth={2} dot={false} strokeDasharray="6 3" name="avg14" />
+            </LineChart>
+          </ResponsiveContainer>
+          <div style={{ display: 'flex', gap: 12, justifyContent: 'center', marginTop: 6, fontSize: 10, color: 'var(--text3)', flexWrap: 'wrap' }}>
+            <span>
+              <span style={{ display: 'inline-block', width: 12, height: 2, background: '#378ADD88', verticalAlign: 'middle', marginRight: 3 }} />
+              Täglich
+            </span>
+            <span>
+              <span style={{ display: 'inline-block', width: 12, height: 2, background: '#378ADD', verticalAlign: 'middle', marginRight: 3 }} />
+              Ø 7T
+            </span>
+            <span style={{ display: 'inline-flex', alignItems: 'center', gap: 3 }}>
+              <svg width="14" height="4">
+                <line x1="0" y1="2" x2="14" y2="2" stroke="#1D9E75" strokeWidth="2" strokeDasharray="5 3" />
+              </svg>
+              Ø 14T
+            </span>
+            <span>
+              <span
+                style={{
+                  display: 'inline-block',
+                  width: 12,
+                  height: 2,
+                  background: 'var(--text3)',
+                  verticalAlign: 'middle',
+                  marginRight: 3,
+                  borderTop: '2px dashed',
+                }}
+              />
+              Ø Zeitraum
+            </span>
+          </div>
+        </div>
+      )}
+
+      {rules.length > 0 && (
+        <div className="card section-gap">
+          <div className="card-title">Bewertung · Körper</div>
+          <p style={{ fontSize: 12, color: 'var(--text2)', marginTop: 4, marginBottom: 10, lineHeight: 1.5 }}>
+            Körperfett, Magermasse (FFMI), BMI – gleiche Logik wie auf der Verlauf-Seite (Körper).
+          </p>
+          {rules.map((item, i) => (
+            <PilotRuleCard key={i} item={item} />
+          ))}
+        </div>
+      )}
+    </div>
+  )
+}

frontend/src/components/pilot/PilotKpiBoard.jsx

@@ -0,0 +1,222 @@
+import { useState, useEffect, useMemo, useCallback } from 'react'
+import { Link } from 'react-router-dom'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+import { getBfCategory } from '../../utils/calc'
+import { useProfile } from '../../context/ProfileContext'
+import { KPI_KCAL_WINDOW_DEFAULT } from '../../widgetSystem/bodyChartDays'
+import { kpiTileOrderFromConfig } from '../../widgetSystem/kpiBoardTiles'
+
+const MAX_KPI = 9
+
+function formatRefVal(row) {
+  if (row.value_numeric != null && row.value_numeric !== '') {
+    const n = Number(row.value_numeric)
+    return Number.isFinite(n) ? String(n) : String(row.value_numeric)
+  }
+  return row.value_text != null ? String(row.value_text) : '–'
+}
+
+function parseRefTypeKey(tileId) {
+  if (!tileId.startsWith('ref:')) return null
+  return tileId.slice(4) || null
+}
+
+function buildAutoTileIds(refTiles, hasBf, hasKcal) {
+  const ids = []
+  for (const t of refTiles) {
+    if (t?.type_key) ids.push(`ref:${t.type_key}`)
+  }
+  if (hasBf) ids.push('body_fat')
+  if (hasKcal) ids.push('avg_kcal')
+  return ids.slice(0, MAX_KPI)
+}
+
+/**
+ * KPIs: Referenzwerte, Körperfett, Ø Kalorien — max. 9 Kacheln.
+ * @param {{ refreshTick?: number, kpiConfig?: Record<string, unknown> }} props
+ * kpiConfig.tiles: geordnete Kachel-ids; fehlend = automatische Belegung (wie bisher).
+ */
+export default function PilotKpiBoard({ refreshTick = 0, kpiConfig }) {
+  const manualOrder = useMemo(() => kpiTileOrderFromConfig(kpiConfig), [kpiConfig])
+
+  const { activeProfile } = useProfile()
+  const sex = activeProfile?.sex || 'm'
+  const [refTiles, setRefTiles] = useState([])
+  const [refByKey, setRefByKey] = useState(() => new Map())
+  const [bf, setBf] = useState(null)
+  const [avgKcal, setAvgKcal] = useState(null)
+  const [loading, setLoading] = useState(true)
+  const [err, setErr] = useState(null)
+
+  useEffect(() => {
+    let cancelled = false
+    ;(async () => {
+      try {
+        setLoading(true)
+        const kcalDays = KPI_KCAL_WINDOW_DEFAULT
+        const nutrLimit = Math.min(2000, Math.max(60, kcalDays * 5))
+        const [summary, calipers, nutrition] = await Promise.all([
+          api.listProfileReferenceValuesSummary().catch(() => ({ tiles: [] })),
+          api.listCaliper(3).catch(() => []),
+          api.listNutrition(nutrLimit).catch(() => []),
+        ])
+        if (cancelled) return
+        const tiles = Array.isArray(summary?.tiles) ? summary.tiles.filter((t) => t?.latest) : []
+        const map = new Map(tiles.map((t) => [t.type_key, t]))
+        const latestCal = Array.isArray(calipers) && calipers[0]?.body_fat_pct != null ? calipers[0] : null
+        const recentNutr = (nutrition || []).filter(
+          (n) => n.date >= dayjs().subtract(kcalDays, 'day').format('YYYY-MM-DD'),
+        )
+        const kcal =
+          recentNutr.length > 0
+            ? Math.round(recentNutr.reduce((s, n) => s + (n.kcal || 0), 0) / recentNutr.length)
+            : null
+
+        const wantBf = !!latestCal?.body_fat_pct
+        const wantKcal = kcal != null && kcal > 0
+
+        setRefTiles(tiles)
+        setRefByKey(map)
+        setBf(
+          wantBf
+            ? {
+                pct: latestCal.body_fat_pct,
+                cat: getBfCategory(latestCal.body_fat_pct, sex),
+                date: latestCal.date,
+              }
+            : null,
+        )
+        setAvgKcal(wantKcal ? kcal : null)
+        setErr(null)
+      } catch (e) {
+        if (!cancelled) {
+          setErr(e.message || 'KPIs konnten nicht geladen werden')
+          setRefTiles([])
+          setRefByKey(new Map())
+        }
+      } finally {
+        if (!cancelled) setLoading(false)
+      }
+    })()
+    return () => {
+      cancelled = true
+    }
+  }, [refreshTick, sex])
+
+  const orderIds = useMemo(() => {
+    if (manualOrder !== undefined) {
+      return manualOrder
+    }
+    const hasBf = !!bf
+    const hasKcal = avgKcal != null && avgKcal > 0
+    return buildAutoTileIds(refTiles, hasBf, hasKcal)
+  }, [manualOrder, refTiles, bf, avgKcal])
+
+  const pushTileForId = useCallback(
+    (id, out) => {
+      if (id === 'body_fat') {
+        if (!bf) return
+        out.push(
+          <div key="kpi-bf" className="card" style={{ margin: 0, padding: 12, boxSizing: 'border-box' }}>
+            <div style={{ fontSize: 11, fontWeight: 600, color: 'var(--text3)' }}>Körperfett</div>
+            <div style={{ fontSize: 17, fontWeight: 700, marginTop: 4, color: bf.cat?.color || 'var(--text1)' }}>
+              {bf.pct}%
+            </div>
+            <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 4 }}>{bf.cat?.label || 'Caliper'}</div>
+          </div>,
+        )
+        return
+      }
+      if (id === 'avg_kcal') {
+        if (avgKcal == null) return
+        out.push(
+          <div key="kpi-kcal" className="card" style={{ margin: 0, padding: 12, boxSizing: 'border-box' }}>
+            <div style={{ fontSize: 11, fontWeight: 600, color: 'var(--text3)' }}>
+              Ø Kalorien ({KPI_KCAL_WINDOW_DEFAULT}T)
+            </div>
+            <div style={{ fontSize: 17, fontWeight: 700, marginTop: 4, color: '#EF9F27' }}>{avgKcal} kcal</div>
+            <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 4 }}>Ernährung</div>
+          </div>,
+        )
+        return
+      }
+      const tk = parseRefTypeKey(id)
+      if (!tk) return
+      const tile = refByKey.get(tk)
+      if (!tile?.latest) return
+      const l = tile.latest
+      out.push(
+        <div key={`ref-${tk}`} className="card" style={{ margin: 0, padding: 12, boxSizing: 'border-box' }}>
+          <div style={{ fontSize: 11, fontWeight: 600, color: 'var(--text3)' }}>{tile.type_label}</div>
+          <div style={{ fontSize: 17, fontWeight: 700, marginTop: 4 }}>
+            {formatRefVal(l)}
+            {l.unit ? (
+              <span style={{ fontSize: 13, fontWeight: 600, color: 'var(--text2)', marginLeft: 4 }}>{l.unit}</span>
+            ) : null}
+          </div>
+          <div style={{ fontSize: 10, color: 'var(--text3)', marginTop: 4 }}>Ref.wert</div>
+        </div>,
+      )
+    },
+    [bf, avgKcal, refByKey],
+  )
+
+  const visibleTiles = useMemo(() => {
+    const out = []
+    for (const id of orderIds) {
+      pushTileForId(id, out)
+    }
+    return out
+  }, [orderIds, pushTileForId])
+
+  if (loading) {
+    return (
+      <div className="card section-gap" style={{ textAlign: 'center', padding: 24 }}>
+        <div className="spinner" />
+      </div>
+    )
+  }
+  if (err) {
+    return (
+      <div className="card section-gap" style={{ color: 'var(--danger)', fontSize: 13 }}>
+        {err}
+      </div>
+    )
+  }
+
+  if (visibleTiles.length === 0) {
+    return (
+      <div className="card section-gap">
+        <div className="card-title">Kennzahlen</div>
+        <p style={{ fontSize: 13, color: 'var(--text2)', margin: 0 }}>
+          Noch keine Daten oder keine passenden Kacheln.{' '}
+          <Link to="/settings/reference-values" style={{ color: 'var(--accent)' }}>
+            Referenzwerte
+          </Link>
+          ,{' '}
+          <Link to="/caliper" style={{ color: 'var(--accent)' }}>
+            Caliper
+          </Link>
+          ,{' '}
+          <Link to="/nutrition" style={{ color: 'var(--accent)' }}>
+            Ernährung
+          </Link>
+          .
+        </p>
+      </div>
+    )
+  }
+
+  return (
+    <div className="card section-gap">
+      <div className="card-title">Kennzahlen</div>
+      <p style={{ fontSize: 12, color: 'var(--text2)', marginBottom: 12, lineHeight: 1.5 }}>
+        {manualOrder !== undefined
+          ? 'Ausgewählte Kacheln in festgelegter Reihenfolge (ohne Daten werden Kacheln ausgelassen).'
+          : `Bis ${MAX_KPI} Kacheln: Referenzwerte, Körperfett, Ø Kalorien (${KPI_KCAL_WINDOW_DEFAULT}T).`}
+      </p>
+      <div className="ref-value-tiles-grid">{visibleTiles}</div>
+    </div>
+  )
+}

frontend/src/components/pilot/PilotQuickCapture.jsx

@@ -0,0 +1,278 @@
+import { useState, useEffect } from 'react'
+import { Link } from 'react-router-dom'
+import { Check } from 'lucide-react'
+import dayjs from 'dayjs'
+import { api } from '../../utils/api'
+
+/**
+ * Schnelleingabe: Gewicht + Baseline Vitals (Ruhepuls, HRV, VO₂max) für heute.
+ * @param {{ onSaved?: () => void, captureConfig?: Record<string, unknown> }} props
+ * captureConfig: show_weight, show_resting_hr, show_hrv, show_vo2_max (false = ausblenden; fehlend = true)
+ */
+export default function PilotQuickCapture({ onSaved, captureConfig }) {
+  const cfgRaw = captureConfig && typeof captureConfig === 'object' ? captureConfig : {}
+  const showWeight = cfgRaw.show_weight !== false
+  const showRestingHr = cfgRaw.show_resting_hr !== false
+  const showHrv = cfgRaw.show_hrv !== false
+  const showVo2 = cfgRaw.show_vo2_max !== false
+  const showVitalsBlock = showRestingHr || showHrv || showVo2
+  const today = dayjs().format('YYYY-MM-DD')
+  const [weightInput, setWeightInput] = useState('')
+  const [weightSaving, setWeightSaving] = useState(false)
+  const [weightSaved, setWeightSaved] = useState(false)
+  const [weightErr, setWeightErr] = useState(null)
+
+  const [vForm, setVForm] = useState({
+    id: null,
+    resting_hr: '',
+    hrv: '',
+    vo2_max: '',
+  })
+  const [vSaving, setVSaving] = useState(false)
+  const [vErr, setVErr] = useState(null)
+  const [vOk, setVOk] = useState(false)
+
+  useEffect(() => {
+    api.weightStats().then((s) => {
+      if (s?.latest?.date === today) setWeightInput(String(s.latest.weight))
+    }).catch(() => {})
+  }, [today])
+
+  useEffect(() => {
+    let cancelled = false
+    ;(async () => {
+      try {
+        const existing = await api.getBaselineByDate(today)
+        if (cancelled || !existing?.id) return
+        setVForm({
+          id: existing.id,
+          resting_hr: existing.resting_hr != null ? String(existing.resting_hr) : '',
+          hrv: existing.hrv != null ? String(existing.hrv) : '',
+          vo2_max: existing.vo2_max != null ? String(existing.vo2_max) : '',
+        })
+      } catch (err) {
+        const msg = String(err?.message || '')
+        if (msg.includes('404') || msg.toLowerCase().includes('nicht gefunden')) {
+          setVForm((f) => ({ ...f, id: null, resting_hr: '', hrv: '', vo2_max: '' }))
+        }
+      }
+    })()
+    return () => {
+      cancelled = true
+    }
+  }, [today])
+
+  const saveWeight = async () => {
+    const w = parseFloat(weightInput)
+    if (!w || w < 20 || w > 300) return
+    setWeightSaving(true)
+    setWeightErr(null)
+    try {
+      await api.upsertWeight(today, w)
+      setWeightSaved(true)
+      onSaved?.()
+      setTimeout(() => setWeightSaved(false), 2000)
+    } catch (e) {
+      setWeightErr(e.message || 'Fehler')
+    } finally {
+      setWeightSaving(false)
+    }
+  }
+
+  const saveVitals = async () => {
+    setVSaving(true)
+    setVErr(null)
+    setVOk(false)
+    try {
+      const payload = { date: today }
+      if (showRestingHr && vForm.resting_hr) payload.resting_hr = parseInt(vForm.resting_hr, 10)
+      if (showHrv && vForm.hrv) payload.hrv = parseInt(vForm.hrv, 10)
+      if (showVo2 && vForm.vo2_max) payload.vo2_max = parseFloat(vForm.vo2_max)
+
+      if (!payload.resting_hr && !payload.hrv && !payload.vo2_max) {
+        const hint = [showRestingHr && 'Ruhepuls', showHrv && 'HRV', showVo2 && 'VO₂max'].filter(Boolean).join(', ')
+        setVErr(
+          hint
+            ? `Mindestens einen sichtbaren Wert angeben (${hint}).`
+            : 'Keine Vitalfelder sichtbar.'
+        )
+        setVSaving(false)
+        return
+      }
+
+      if (vForm.id) {
+        await api.updateBaseline(vForm.id, payload)
+      } else {
+        const created = await api.createBaseline(payload)
+        if (created?.id) setVForm((f) => ({ ...f, id: created.id }))
+      }
+      setVOk(true)
+      onSaved?.()
+      setTimeout(() => setVOk(false), 2000)
+    } catch (e) {
+      setVErr(e.message || 'Speichern fehlgeschlagen')
+    } finally {
+      setVSaving(false)
+    }
+  }
+
+  const cellStyle = {
+    flex: '1 1 140px',
+    minWidth: 0,
+    padding: 12,
+    borderRadius: 10,
+    border: '1px solid var(--border)',
+    background: 'var(--surface2)',
+  }
+
+  if (!showWeight && !showVitalsBlock) {
+    return (
+      <div className="card section-gap">
+        <div className="card-title">Schnelleingabe (heute)</div>
+        <p style={{ fontSize: 13, color: 'var(--text3)', margin: 0 }}>
+          Für dieses Widget sind keine Eingabebereiche aktiviert. Im Dashboard-Lab die Sichtbarkeit prüfen
+          oder <Link to="/vitals">Vitalwerte-Seite</Link> nutzen.
+        </p>
+      </div>
+    )
+  }
+
+  return (
+    <div className="card section-gap">
+      <div className="card-title">Schnelleingabe (heute)</div>
+      {(showWeight || showVitalsBlock) && (
+        <p style={{ fontSize: 12, color: 'var(--text2)', marginBottom: 12, lineHeight: 1.5 }}>
+          {showWeight && showVitalsBlock && 'Gewicht separat; Vitalwerte typischerweise gemeinsam. '}
+          {showWeight && !showVitalsBlock && 'Gewicht für heute. '}
+          {!showWeight && showVitalsBlock && 'Baseline-Vitalwerte für heute. '}
+          <Link to="/vitals" style={{ color: 'var(--accent)', fontSize: 12 }}>
+            Volle Vitalwerte-Seite →
+          </Link>
+        </p>
+      )}
+
+      <div style={{ display: 'flex', flexWrap: 'wrap', gap: 12 }}>
+        {showWeight && (
+        <div style={cellStyle}>
+          <div style={{ fontSize: 11, fontWeight: 600, color: 'var(--text3)', marginBottom: 6 }}>Gewicht</div>
+          {weightErr && (
+            <div style={{ fontSize: 11, color: 'var(--danger)', marginBottom: 6 }}>{weightErr}</div>
+          )}
+          <div style={{ display: 'flex', gap: 6, alignItems: 'center', flexWrap: 'wrap' }}>
+            <input
+              type="number"
+              className="form-input"
+              min={20}
+              max={300}
+              step={0.1}
+              style={{ flex: 1, minWidth: 72 }}
+              placeholder="kg"
+              value={weightInput}
+              onChange={(e) => setWeightInput(e.target.value)}
+              onKeyDown={(e) => e.key === 'Enter' && saveWeight()}
+            />
+            <button
+              type="button"
+              className="btn btn-primary"
+              style={{ padding: '6px 12px' }}
+              disabled={weightSaving}
+              onClick={saveWeight}
+            >
+              {weightSaved ? <Check size={15} /> : weightSaving ? <div className="spinner" style={{ width: 14, height: 14 }} /> : 'OK'}
+            </button>
+          </div>
+        </div>
+        )}
+
+        {showVitalsBlock && (
+        <div style={{ ...cellStyle, flex: showWeight ? '2 1 280px' : '1 1 280px' }}>
+          <div style={{ fontSize: 11, fontWeight: 600, color: 'var(--text3)', marginBottom: 6 }}>
+            Vitalwerte (Baseline)
+          </div>
+          {vErr && <div style={{ fontSize: 11, color: 'var(--danger)', marginBottom: 6 }}>{vErr}</div>}
+          <div
+            style={{
+              display: 'grid',
+              gridTemplateColumns: 'repeat(auto-fit, minmax(120px, 1fr))',
+              gap: '12px 10px',
+            }}
+          >
+            {showRestingHr && (
+            <div>
+              <label
+                htmlFor="pqc-resting-hr"
+                className="form-label"
+                style={{ display: 'block', marginBottom: 4, fontSize: 11, fontWeight: 600, color: 'var(--text2)' }}
+              >
+                Ruhepuls
+                <span style={{ fontWeight: 400, color: 'var(--text3)' }}> (bpm)</span>
+              </label>
+              <input
+                id="pqc-resting-hr"
+                type="number"
+                className="form-input"
+                style={{ width: '100%' }}
+                inputMode="numeric"
+                value={vForm.resting_hr}
+                onChange={(e) => setVForm((f) => ({ ...f, resting_hr: e.target.value }))}
+              />
+            </div>
+            )}
+            {showHrv && (
+            <div>
+              <label
+                htmlFor="pqc-hrv"
+                className="form-label"
+                style={{ display: 'block', marginBottom: 4, fontSize: 11, fontWeight: 600, color: 'var(--text2)' }}
+              >
+                HRV
+                <span style={{ fontWeight: 400, color: 'var(--text3)' }}> (ms)</span>
+              </label>
+              <input
+                id="pqc-hrv"
+                type="number"
+                className="form-input"
+                style={{ width: '100%' }}
+                inputMode="numeric"
+                value={vForm.hrv}
+                onChange={(e) => setVForm((f) => ({ ...f, hrv: e.target.value }))}
+              />
+            </div>
+            )}
+            {showVo2 && (
+            <div>
+              <label
+                htmlFor="pqc-vo2"
+                className="form-label"
+                style={{ display: 'block', marginBottom: 4, fontSize: 11, fontWeight: 600, color: 'var(--text2)' }}
+              >
+                VO₂max
+              </label>
+              <input
+                id="pqc-vo2"
+                type="number"
+                className="form-input"
+                style={{ width: '100%' }}
+                step={0.1}
+                inputMode="decimal"
+                value={vForm.vo2_max}
+                onChange={(e) => setVForm((f) => ({ ...f, vo2_max: e.target.value }))}
+              />
+            </div>
+            )}
+          </div>
+          <button
+            type="button"
+            className="btn btn-primary btn-full"
+            style={{ marginTop: 10 }}
+            disabled={vSaving}
+            onClick={saveVitals}
+          >
+            {vOk ? '✓ Gespeichert' : vSaving ? '…' : 'Vitalwerte speichern'}
+          </button>
+        </div>
+        )}
+      </div>
+    </div>
+  )
+}

frontend/src/components/pilot/PilotRuleCard.jsx

@@ -0,0 +1,59 @@
+import { useState } from 'react'
+import { ChevronDown, ChevronUp } from 'lucide-react'
+import { getStatusColor, getStatusBg } from '../../utils/interpret'
+
+export default function PilotRuleCard({ item }) {
+  const [open, setOpen] = useState(false)
+  const color = getStatusColor(item.status)
+  return (
+    <div style={{ border: `1px solid ${color}33`, borderRadius: 8, marginBottom: 6, overflow: 'hidden' }}>
+      <button
+        type="button"
+        onClick={() => setOpen((o) => !o)}
+        style={{
+          display: 'flex',
+          alignItems: 'center',
+          gap: 8,
+          padding: '8px 12px',
+          width: '100%',
+          textAlign: 'left',
+          background: `${getStatusBg(item.status)}88`,
+          border: 'none',
+          cursor: 'pointer',
+          fontFamily: 'var(--font)',
+        }}
+      >
+        <span style={{ fontSize: 15 }}>{item.icon}</span>
+        <div style={{ flex: 1 }}>
+          <div
+            style={{
+              fontSize: 11,
+              fontWeight: 600,
+              color,
+              textTransform: 'uppercase',
+              letterSpacing: '0.04em',
+            }}
+          >
+            {item.category}
+          </div>
+          <div style={{ fontSize: 13, fontWeight: 500, color: 'var(--text1)' }}>{item.title}</div>
+        </div>
+        {item.value && <span style={{ fontSize: 14, fontWeight: 700, color }}>{item.value}</span>}
+        {open ? <ChevronUp size={14} color="var(--text3)" /> : <ChevronDown size={14} color="var(--text3)" />}
+      </button>
+      {open && (
+        <div
+          style={{
+            padding: '8px 12px',
+            fontSize: 12,
+            color: 'var(--text2)',
+            lineHeight: 1.6,
+            borderTop: `1px solid ${color}22`,
+          }}
+        >
+          {item.detail}
+        </div>
+      )}
+    </div>
+  )
+}

frontend/src/components/pilot/PilotWelcome.jsx

@@ -0,0 +1,19 @@
+import dayjs from 'dayjs'
+import 'dayjs/locale/de'
+import { useProfile } from '../../context/ProfileContext'
+
+dayjs.locale('de')
+
+export default function PilotWelcome() {
+  const { activeProfile } = useProfile()
+  return (
+    <div className="card section-gap" style={{ marginBottom: 16 }}>
+      <h2 style={{ fontSize: 20, fontWeight: 800, margin: 0, color: 'var(--text1)' }}>
+        Hallo, {activeProfile?.name || 'Nutzer'} 👋
+      </h2>
+      <p style={{ fontSize: 12, color: 'var(--text3)', margin: '6px 0 0' }}>
+        {dayjs().format('dddd, DD. MMMM YYYY')} · Pilot-Übersicht
+      </p>
+    </div>
+  )
+}

frontend/src/config/adminNav.js

@@ -86,6 +86,11 @@ export const ADMIN_GROUPS = [
         label: 'Focus Areas',
         description: 'Dynamische Fokusbereiche und Kategorien.',
       },
+      {
+        to: '/admin/reference-value-types',
+        label: 'Referenz-Kennwerte',
+        description: 'Typen für persönliche Referenzwerte (Schlüssel, Namen, Metadaten).',
+      },
     ],
   },
   {
@@ -110,6 +115,11 @@ export const ADMIN_GROUPS = [
         label: 'SMTP & Metadaten-Export',
         description: 'SMTP-Status, Test-Mail und Placeholder-Katalog (JSON/ZIP).',
       },
+      {
+        to: '/admin/dashboard-product-default',
+        label: 'Produkt-Dashboard (Standard)',
+        description: 'Globales Standard-Layout der Startseite (DB oder Code-Fallback).',
+      },
     ],
   },
 ]

frontend/src/config/settingsNav.js

@@ -0,0 +1,10 @@
+/**
+ * Einstellungen: Sub-Navigation (Mobil = Chip-Leiste, Desktop = linke Spalte).
+ * Pfade müssen mit den Routes unter SettingsShell in App.jsx übereinstimmen.
+ */
+
+export const SETTINGS_SHELL_NAV_ITEMS = [
+  { id: 'general', label: 'Allgemein', to: '/settings', end: true },
+  { id: 'dashboard-layout', label: 'Übersicht', to: '/settings/dashboard-layout' },
+  { id: 'reference-values', label: 'Referenzwerte', to: '/settings/reference-values' },
+]

frontend/src/layouts/SettingsShell.jsx

@@ -0,0 +1,33 @@
+import { Outlet, NavLink } from 'react-router-dom'
+import { SETTINGS_SHELL_NAV_ITEMS } from '../config/settingsNav'
+
+/**
+ * Wie Admin / KI-Analyse: Chips horizontal (mobil) bzw. Seitenleiste (Desktop).
+ */
+export default function SettingsShell() {
+  return (
+    <div className="settings-shell">
+      <div className="analysis-split">
+        <div className="analysis-split__nav-wrap">
+          <nav className="analysis-split__nav" aria-label="Einstellungen">
+            {SETTINGS_SHELL_NAV_ITEMS.map((item) => (
+              <NavLink
+                key={item.id}
+                to={item.to}
+                end={!!item.end}
+                className={({ isActive }) =>
+                  'analysis-split__nav-item' + (isActive ? ' analysis-split__nav-item--active' : '')
+                }
+              >
+                {item.label}
+              </NavLink>
+            ))}
+          </nav>
+        </div>
+        <div className="analysis-split__main">
+          <Outlet />
+        </div>
+      </div>
+    </div>
+  )
+}

frontend/src/pages/AdminFocusAreasPage.jsx

@@ -14,8 +14,19 @@ const CATEGORIES = [
   { value: 'custom', label: 'Eigene' }
 ]
 
+function groupAreasByCategory(areas) {
+  const grouped = {}
+  for (const area of areas) {
+    const cat = area.category || 'other'
+    if (!grouped[cat]) grouped[cat] = []
+    grouped[cat].push(area)
+  }
+  return grouped
+}
+
 export default function AdminFocusAreasPage() {
   const [data, setData] = useState({ areas: [], grouped: {}, total: 0 })
+  const [usageTypesCatalog, setUsageTypesCatalog] = useState([])
   const [loading, setLoading] = useState(true)
   const [error, setError] = useState(null)
   const [showInactive, setShowInactive] = useState(false)
@@ -34,11 +45,35 @@ export default function AdminFocusAreasPage() {
     loadData()
   }, [showInactive])
 
+  useEffect(() => {
+    let cancelled = false
+    ;(async () => {
+      try {
+        const r = await api.listFocusAreaUsageTypes()
+        if (!cancelled) setUsageTypesCatalog(r.usage_types || [])
+      } catch (e) {
+        console.error('usage-types catalog:', e)
+        if (!cancelled) setUsageTypesCatalog([])
+      }
+    })()
+    return () => { cancelled = true }
+  }, [])
+
   const loadData = async () => {
     try {
       setLoading(true)
       const result = await api.listFocusAreaDefinitions(showInactive)
-      setData(result)
+      const areas = (result.areas || []).map(a => ({
+        ...a,
+        allowed_usage_type_keys: Array.isArray(a.allowed_usage_type_keys)
+          ? a.allowed_usage_type_keys
+          : []
+      }))
+      setData({
+        areas,
+        grouped: groupAreasByCategory(areas),
+        total: result.total ?? areas.length
+      })
       setError(null)
     } catch (err) {
       console.error('Failed to load focus areas:', err)
@@ -74,14 +109,20 @@ export default function AdminFocusAreasPage() {
   const handleUpdate = async (id) => {
     try {
       const area = data.areas.find(a => a.id === id)
-      await api.updateFocusAreaDefinition(id, {
-        name_de: area.name_de,
-        name_en: area.name_en,
-        icon: area.icon,
-        description: area.description,
-        category: area.category,
-        is_active: area.is_active
-      })
+      const usageKeys = Array.isArray(area.allowed_usage_type_keys)
+        ? area.allowed_usage_type_keys
+        : []
+      await Promise.all([
+        api.updateFocusAreaDefinition(id, {
+          name_de: area.name_de,
+          name_en: area.name_en,
+          icon: area.icon,
+          description: area.description,
+          category: area.category,
+          is_active: area.is_active
+        }),
+        api.setFocusAreaUsageTypes(id, usageKeys)
+      ])
       setEditingId(null)
       await loadData()
     } catch (err) {
@@ -113,12 +154,25 @@ export default function AdminFocusAreasPage() {
   }
 
   const updateField = (id, field, value) => {
-    setData(prev => ({
-      ...prev,
-      areas: prev.areas.map(a =>
+    setData(prev => {
+      const areas = prev.areas.map(a =>
         a.id === id ? { ...a, [field]: value } : a
       )
-    }))
+      return { ...prev, areas, grouped: groupAreasByCategory(areas), total: areas.length }
+    })
+  }
+
+  const toggleUsageTypeKey = (areaId, key, checked) => {
+    setData(prev => {
+      const areas = prev.areas.map(a => {
+        if (a.id !== areaId) return a
+        const cur = new Set(Array.isArray(a.allowed_usage_type_keys) ? a.allowed_usage_type_keys : [])
+        if (checked) cur.add(key)
+        else cur.delete(key)
+        return { ...a, allowed_usage_type_keys: [...cur] }
+      })
+      return { ...prev, areas, grouped: groupAreasByCategory(areas), total: areas.length }
+    })
   }
 
   if (loading) {
@@ -364,6 +418,45 @@ export default function AdminFocusAreasPage() {
                         />
                       </div>
 
+                      <div>
+                        <label style={{ fontSize: 12, fontWeight: 600, display: 'block', marginBottom: 6 }}>
+                          Erlaubte Nutzungstypen
+                        </label>
+                        {usageTypesCatalog.length === 0 ? (
+                          <span style={{ fontSize: 12, color: 'var(--text3)' }}>
+                            Kein Katalog geladen (Backend / Migration prüfen).
+                          </span>
+                        ) : (
+                          <div style={{ display: 'flex', flexDirection: 'column', gap: 8 }}>
+                            {usageTypesCatalog.map(ut => (
+                              <label
+                                key={ut.id}
+                                style={{
+                                  fontSize: 13,
+                                  display: 'flex',
+                                  alignItems: 'flex-start',
+                                  gap: 8,
+                                  cursor: 'pointer'
+                                }}
+                              >
+                                <input
+                                  type="checkbox"
+                                  style={{ marginTop: 3 }}
+                                  checked={(area.allowed_usage_type_keys || []).includes(ut.key)}
+                                  onChange={(e) =>
+                                    toggleUsageTypeKey(area.id, ut.key, e.target.checked)
+                                  }
+                                />
+                                <span>
+                                  <span style={{ display: 'block' }}>{ut.label_de}</span>
+                                  <code style={{ fontSize: 11, color: 'var(--text3)' }}>{ut.key}</code>
+                                </span>
+                              </label>
+                            ))}
+                          </div>
+                        )}
+                      </div>
+
                       <div style={{ display: 'flex', gap: 8 }}>
                         <button
                           className="btn-primary"
@@ -430,6 +523,37 @@ export default function AdminFocusAreasPage() {
                             {area.description}
                           </div>
                         )}
+
+                        {(area.allowed_usage_type_keys || []).length > 0 && (
+                          <div
+                            style={{
+                              fontSize: 12,
+                              marginTop: 8,
+                              display: 'flex',
+                              flexWrap: 'wrap',
+                              gap: 6
+                            }}
+                          >
+                            {(area.allowed_usage_type_keys || []).map(k => {
+                              const ut = usageTypesCatalog.find(x => x.key === k)
+                              return (
+                                <span
+                                  key={k}
+                                  style={{
+                                    padding: '2px 8px',
+                                    borderRadius: 6,
+                                    background: 'var(--surface2)',
+                                    border: '1px solid var(--border)',
+                                    color: 'var(--text2)'
+                                  }}
+                                  title={k}
+                                >
+                                  {ut?.label_de || k}
+                                </span>
+                              )
+                            })}
+                          </div>
+                        )}
                       </div>
 
                       <div style={{ display: 'flex', gap: 6, flexShrink: 0 }}>

frontend/src/pages/AdminReferenceValueTypesPage.jsx

@@ -0,0 +1,607 @@
+import { useState, useEffect, useCallback } from 'react'
+import { Link } from 'react-router-dom'
+import { Gauge, Plus, Pencil, Trash2, Save, X, ChevronUp, ChevronDown } from 'lucide-react'
+import { api } from '../utils/api'
+import { VALUE_DATA_TYPE_LABELS } from '../utils/referenceValueMeta'
+
+const VALUE_TYPES = ['integer', 'decimal', 'percentage', 'text', 'enum']
+
+function buildValidationRules(form) {
+  const t = form.value_data_type
+  if (t === 'integer' || t === 'decimal') {
+    const r = { positive_only: !!form.vr_positive_only }
+    if (form.vr_min !== '' && !Number.isNaN(Number(form.vr_min))) r.min = Number(form.vr_min)
+    if (form.vr_max !== '' && !Number.isNaN(Number(form.vr_max))) r.max = Number(form.vr_max)
+    return r
+  }
+  if (t === 'percentage') {
+    const r = { positive_only: !!form.vr_positive_only }
+    if (form.vr_min !== '' && !Number.isNaN(Number(form.vr_min))) r.min = Number(form.vr_min)
+    if (form.vr_max !== '' && !Number.isNaN(Number(form.vr_max))) r.max = Number(form.vr_max)
+    return r
+  }
+  if (t === 'text') {
+    const r = { not_empty: !!form.vr_not_empty }
+    if (form.vr_max_length !== '' && !Number.isNaN(parseInt(form.vr_max_length, 10))) {
+      r.max_length = parseInt(form.vr_max_length, 10)
+    }
+    return r
+  }
+  if (t === 'enum') {
+    const parts = form.vr_enum_list.split(',').map((s) => s.trim()).filter(Boolean)
+    return { allowed_values: parts }
+  }
+  return {}
+}
+
+const emptyForm = () => ({
+  key: '',
+  label: '',
+  category: '',
+  description: '',
+  default_unit: '',
+  value_data_type: 'decimal',
+  vr_min: '',
+  vr_max: '',
+  vr_positive_only: false,
+  vr_max_length: '',
+  vr_not_empty: true,
+  vr_enum_list: '',
+  active: true,
+  metadata_json: '{}',
+})
+
+export default function AdminReferenceValueTypesPage() {
+  const [rows, setRows] = useState([])
+  const [loading, setLoading] = useState(true)
+  const [reorderBusy, setReorderBusy] = useState(false)
+  const [error, setError] = useState(null)
+  const [toast, setToast] = useState(null)
+  const [editingId, setEditingId] = useState(null)
+  const [form, setForm] = useState(emptyForm())
+  const [showForm, setShowForm] = useState(false)
+
+  const load = useCallback(async () => {
+    setLoading(true)
+    setError(null)
+    try {
+      const data = await api.adminListReferenceValueTypes()
+      setRows(Array.isArray(data) ? data : [])
+    } catch (e) {
+      setError(e.message || 'Laden fehlgeschlagen')
+    } finally {
+      setLoading(false)
+    }
+  }, [])
+
+  useEffect(() => {
+    load()
+  }, [load])
+
+  const showToast = (msg) => {
+    setToast(msg)
+    setTimeout(() => setToast(null), 2500)
+  }
+
+  const openCreate = () => {
+    setEditingId(null)
+    setForm(emptyForm())
+    setShowForm(true)
+  }
+
+  const openEdit = (r) => {
+    const vr = r.validation_rules && typeof r.validation_rules === 'object' ? r.validation_rules : {}
+    const allowed = Array.isArray(vr.allowed_values) ? vr.allowed_values.join(', ') : ''
+    setEditingId(r.id)
+    setForm({
+      key: r.key || '',
+      label: r.label || '',
+      category: r.category || '',
+      description: r.description || '',
+      default_unit: r.default_unit || '',
+      value_data_type: r.value_data_type || 'decimal',
+      vr_min: vr.min != null ? String(vr.min) : '',
+      vr_max: vr.max != null ? String(vr.max) : '',
+      vr_positive_only: !!vr.positive_only,
+      vr_max_length: vr.max_length != null ? String(vr.max_length) : '',
+      vr_not_empty: vr.not_empty !== false,
+      vr_enum_list: allowed,
+      active: !!r.active,
+      metadata_json: r.metadata && typeof r.metadata === 'object' ? JSON.stringify(r.metadata, null, 2) : '{}',
+    })
+    setShowForm(true)
+  }
+
+  const closeForm = () => {
+    setShowForm(false)
+    setEditingId(null)
+    setForm(emptyForm())
+  }
+
+  const handleSave = async () => {
+    if (!form.label.trim()) {
+      setError('Bitte einen Anzeigenamen (label) angeben.')
+      return
+    }
+    if (!form.default_unit.trim()) {
+      setError('Standard-Einheit ist erforderlich (bei Nutzern nicht änderbar).')
+      return
+    }
+    if (form.value_data_type === 'enum' && !form.vr_enum_list.trim()) {
+      setError('Bei Datentyp „Auswahl (ENUM)“ bitte erlaubte Werte (kommagetrennt) eintragen.')
+      return
+    }
+
+    let metadata = {}
+    try {
+      const mj = form.metadata_json.trim() || '{}'
+      metadata = JSON.parse(mj)
+      if (metadata === null || typeof metadata !== 'object' || Array.isArray(metadata)) {
+        setError('Zusatz-Metadaten müssen ein JSON-Objekt sein.')
+        return
+      }
+    } catch {
+      setError('Zusatz-Metadaten: ungültiges JSON.')
+      return
+    }
+
+    const validation_rules = buildValidationRules(form)
+
+    const payload = {
+      label: form.label.trim(),
+      category: form.category.trim() || null,
+      description: form.description.trim() || null,
+      default_unit: form.default_unit.trim(),
+      value_data_type: form.value_data_type,
+      validation_rules,
+      active: !!form.active,
+      metadata,
+    }
+
+    try {
+      setError(null)
+      if (editingId) {
+        await api.adminUpdateReferenceValueType(editingId, payload)
+        showToast('Typ gespeichert')
+      } else {
+        if (!form.key.trim()) {
+          setError('Bitte einen technischen Schlüssel (key) angeben.')
+          return
+        }
+        await api.adminCreateReferenceValueType({
+          key: form.key.trim().toLowerCase(),
+          ...payload,
+        })
+        showToast('Typ angelegt')
+      }
+      closeForm()
+      await load()
+    } catch (e) {
+      setError(e.message || 'Speichern fehlgeschlagen')
+    }
+  }
+
+  const handleDelete = async (r) => {
+    if (
+      !confirm(
+        `Typ „${r.label}“ (${r.key}) wirklich löschen? Nur möglich, wenn keine Nutzer-Einträge existieren.`,
+      )
+    ) {
+      return
+    }
+    try {
+      setError(null)
+      await api.adminDeleteReferenceValueType(r.id)
+      showToast('Typ gelöscht')
+      await load()
+    } catch (e) {
+      setError(e.message || 'Löschen fehlgeschlagen')
+    }
+  }
+
+  const moveRow = async (index, dir) => {
+    const j = dir === 'up' ? index - 1 : index + 1
+    if (j < 0 || j >= rows.length) return
+    setReorderBusy(true)
+    setError(null)
+    const next = [...rows]
+    ;[next[index], next[j]] = [next[j], next[index]]
+    try {
+      await api.adminReorderReferenceValueTypes(next.map((r) => r.id))
+      setRows(next)
+    } catch (e) {
+      setError(e.message || 'Reihenfolge konnte nicht gespeichert werden')
+      await load()
+    } finally {
+      setReorderBusy(false)
+    }
+  }
+
+  const plausibilisierungBlock = () => {
+    const t = form.value_data_type
+    if (t === 'integer' || t === 'decimal' || t === 'percentage') {
+      return (
+        <>
+          <div style={{ display: 'flex', gap: 12, flexWrap: 'wrap' }}>
+            <div className="settings-page__field" style={{ flex: '1 1 200px', border: 'none', padding: 0 }}>
+              <label className="settings-page__field-label" htmlFor="ref-vr-min">
+                Minimum (optional)
+              </label>
+              <input
+                id="ref-vr-min"
+                type="number"
+                step="any"
+                className="form-input"
+                value={form.vr_min}
+                onChange={(e) => setForm((f) => ({ ...f, vr_min: e.target.value }))}
+              />
+            </div>
+            <div className="settings-page__field" style={{ flex: '1 1 200px', border: 'none', padding: 0 }}>
+              <label className="settings-page__field-label" htmlFor="ref-vr-max">
+                Maximum (optional){t === 'percentage' ? ' · global max. 100' : ''}
+              </label>
+              <input
+                id="ref-vr-max"
+                type="number"
+                step="any"
+                className="form-input"
+                value={form.vr_max}
+                onChange={(e) => setForm((f) => ({ ...f, vr_max: e.target.value }))}
+              />
+            </div>
+          </div>
+          <div className="settings-page__field" style={{ border: 'none', padding: '8px 0 0' }}>
+            <span className="settings-page__field-label">Optionen</span>
+            <label
+              htmlFor="ref-vr-pos"
+              style={{ display: 'flex', alignItems: 'center', gap: 10, cursor: 'pointer', fontSize: 14 }}
+            >
+              <input
+                id="ref-vr-pos"
+                type="checkbox"
+                checked={form.vr_positive_only}
+                onChange={(e) => setForm((f) => ({ ...f, vr_positive_only: e.target.checked }))}
+              />
+              Nur positive Zahlen (&gt; 0)
+            </label>
+          </div>
+        </>
+      )
+    }
+    if (t === 'text') {
+      return (
+        <>
+          <div className="settings-page__field" style={{ border: 'none', padding: 0 }}>
+            <label className="settings-page__field-label" htmlFor="ref-vr-maxlen">
+              Max. Zeichenzahl (optional)
+            </label>
+            <input
+              id="ref-vr-maxlen"
+              type="number"
+              min={1}
+              className="form-input"
+              value={form.vr_max_length}
+              onChange={(e) => setForm((f) => ({ ...f, vr_max_length: e.target.value }))}
+            />
+          </div>
+          <div className="settings-page__field" style={{ border: 'none', padding: '8px 0 0' }}>
+            <label htmlFor="ref-vr-ne" style={{ display: 'flex', alignItems: 'center', gap: 10, cursor: 'pointer', fontSize: 14 }}>
+              <input
+                id="ref-vr-ne"
+                type="checkbox"
+                checked={form.vr_not_empty}
+                onChange={(e) => setForm((f) => ({ ...f, vr_not_empty: e.target.checked }))}
+              />
+              Nicht leer erlauben
+            </label>
+          </div>
+        </>
+      )
+    }
+    if (t === 'enum') {
+      return (
+        <div className="settings-page__field" style={{ border: 'none', padding: 0 }}>
+          <label className="settings-page__field-label" htmlFor="ref-vr-enum">
+            Erlaubte Werte (kommagetrennt)
+          </label>
+          <textarea
+            id="ref-vr-enum"
+            className="form-input"
+            rows={3}
+            value={form.vr_enum_list}
+            onChange={(e) => setForm((f) => ({ ...f, vr_enum_list: e.target.value }))}
+            placeholder="z. B. niedrig, mittel, hoch"
+            spellCheck={false}
+          />
+        </div>
+      )
+    }
+    return <p style={{ fontSize: 13, color: 'var(--text3)', margin: 0 }}>Keine zusätzlichen Regeln für diesen Typ.</p>
+  }
+
+  if (loading) {
+    return (
+      <div style={{ textAlign: 'center', padding: 48 }}>
+        <div className="spinner" />
+      </div>
+    )
+  }
+
+  return (
+    <div className="page" style={{ textAlign: 'left' }}>
+      <div className="page-header" style={{ marginBottom: 16 }}>
+        <h1 style={{ display: 'flex', alignItems: 'center', gap: 10, fontSize: 22, margin: 0 }}>
+          <Gauge size={26} color="var(--accent)" />
+          Referenz-Kennwerte (Typen)
+        </h1>
+        <p style={{ fontSize: 13, color: 'var(--text2)', marginTop: 8, lineHeight: 1.6 }}>
+          Kategorie, Datentyp und Plausibilisierung steuern die Nutzererfassung. Die Standard-Einheit ist bei der
+          Eingabe fix; Prozentwerte liegen grundsätzlich zwischen 0 und 100.
+        </p>
+        <div style={{ marginTop: 12, display: 'flex', flexWrap: 'wrap', gap: 8 }}>
+          <Link to="/admin/g/goals" className="btn btn-secondary" style={{ fontSize: 13 }}>
+            ← Zur Gruppe „Ziele & Fokus“
+          </Link>
+          <button type="button" className="btn btn-primary" onClick={openCreate}>
+            <Plus size={16} style={{ marginRight: 6 }} />
+            Neuer Typ
+          </button>
+        </div>
+      </div>
+
+      {toast && (
+        <div
+          style={{
+            marginBottom: 12,
+            padding: '10px 14px',
+            background: 'var(--accent-light)',
+            color: 'var(--accent-dark)',
+            borderRadius: 8,
+            fontSize: 14,
+          }}
+        >
+          {toast}
+        </div>
+      )}
+
+      {error && (
+        <div className="card" style={{ background: '#FEF2F2', border: '1px solid #FCA5A5', marginBottom: 16 }}>
+          <p style={{ color: '#DC2626', margin: 0, fontSize: 14 }}>{error}</p>
+        </div>
+      )}
+
+      {showForm && (
+        <div className="card section-gap" style={{ marginBottom: 16 }}>
+          <div className="card-title" style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
+            {editingId ? 'Typ bearbeiten' : 'Neuer Typ'}
+            <button type="button" className="btn btn-secondary" onClick={closeForm} style={{ padding: '6px 10px' }}>
+              <X size={16} />
+            </button>
+          </div>
+          <div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label" htmlFor="ref-admin-key">
+                Technischer Schlüssel (key)
+              </label>
+              <input
+                id="ref-admin-key"
+                className="form-input"
+                disabled={!!editingId}
+                value={form.key}
+                onChange={(e) => setForm((f) => ({ ...f, key: e.target.value }))}
+                placeholder="z. B. max_heart_rate"
+                autoComplete="off"
+              />
+              <p style={{ fontSize: 12, color: 'var(--text3)', margin: '4px 0 0', textAlign: 'left' }}>
+                Kleinbuchstaben, Ziffern, Unterstriche; nach Anlage nicht änderbar.
+              </p>
+            </div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label" htmlFor="ref-admin-label">
+                Anzeigename
+              </label>
+              <input
+                id="ref-admin-label"
+                className="form-input"
+                value={form.label}
+                onChange={(e) => setForm((f) => ({ ...f, label: e.target.value }))}
+                placeholder="z. B. Maximale Herzfrequenz"
+              />
+            </div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label" htmlFor="ref-admin-cat">
+                Kategorie (Freitext)
+              </label>
+              <input
+                id="ref-admin-cat"
+                className="form-input"
+                value={form.category}
+                onChange={(e) => setForm((f) => ({ ...f, category: e.target.value }))}
+                placeholder="z. B. Herz-Kreislauf"
+              />
+            </div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label" htmlFor="ref-admin-desc">
+                Beschreibung
+              </label>
+              <textarea
+                id="ref-admin-desc"
+                className="form-input"
+                rows={3}
+                value={form.description}
+                onChange={(e) => setForm((f) => ({ ...f, description: e.target.value }))}
+                placeholder="Kurze Erklärung für Nutzer und Admins"
+              />
+            </div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label" htmlFor="ref-admin-vdt">
+                Datentyp des Werts
+              </label>
+              <select
+                id="ref-admin-vdt"
+                className="form-input"
+                value={form.value_data_type}
+                onChange={(e) => setForm((f) => ({ ...f, value_data_type: e.target.value }))}
+              >
+                {VALUE_TYPES.map((k) => (
+                  <option key={k} value={k}>
+                    {VALUE_DATA_TYPE_LABELS[k] || k}
+                  </option>
+                ))}
+              </select>
+            </div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label">Plausibilisierung (je Datentyp)</label>
+              {plausibilisierungBlock()}
+            </div>
+            <div className="settings-page__field">
+              <label className="settings-page__field-label" htmlFor="ref-admin-unit">
+                Standard-Einheit (fix bei Nutzererfassung)
+              </label>
+              <input
+                id="ref-admin-unit"
+                className="form-input"
+                value={form.default_unit}
+                onChange={(e) => setForm((f) => ({ ...f, default_unit: e.target.value }))}
+                placeholder="bpm, %, Stufe, …"
+              />
+            </div>
+            <div className="settings-page__field">
+              <span className="settings-page__field-label">Sichtbarkeit</span>
+              <label
+                htmlFor="ref-admin-active"
+                style={{
+                  display: 'flex',
+                  alignItems: 'center',
+                  gap: 10,
+                  justifyContent: 'flex-start',
+                  cursor: 'pointer',
+                  fontSize: 14,
+                  color: 'var(--text1)',
+                  textAlign: 'left',
+                }}
+              >
+                <input
+                  id="ref-admin-active"
+                  type="checkbox"
+                  checked={form.active}
+                  onChange={(e) => setForm((f) => ({ ...f, active: e.target.checked }))}
+                />
+                Aktiv (für Nutzer sichtbar)
+              </label>
+            </div>
+            <div className="settings-page__field" style={{ borderBottom: 'none' }}>
+              <label className="settings-page__field-label" htmlFor="ref-admin-meta">
+                Zusatz-Metadaten (JSON-Objekt, optional)
+              </label>
+              <textarea
+                id="ref-admin-meta"
+                className="form-input"
+                rows={4}
+                value={form.metadata_json}
+                onChange={(e) => setForm((f) => ({ ...f, metadata_json: e.target.value }))}
+                placeholder="{}"
+                spellCheck={false}
+              />
+            </div>
+            <div style={{ display: 'flex', flexDirection: 'column', gap: 8, marginTop: 8 }}>
+              <button type="button" className="btn btn-primary btn-full" onClick={handleSave}>
+                <Save size={16} style={{ marginRight: 6 }} />
+                Speichern
+              </button>
+              <button type="button" className="btn btn-secondary btn-full" onClick={closeForm}>
+                Abbrechen
+              </button>
+            </div>
+          </div>
+        </div>
+      )}
+
+      <div className="card">
+        <div className="card-title">Alle Typen ({rows.length})</div>
+        <p style={{ fontSize: 13, color: 'var(--text2)', marginTop: 0, marginBottom: 12, lineHeight: 1.5 }}>
+          Reihenfolge in der Liste und in den Nutzer-Dropdowns: Zeile mit <strong>hoch/runter</strong> verschieben.
+        </p>
+        <div style={{ overflowX: 'auto' }}>
+          <table style={{ width: '100%', borderCollapse: 'collapse', fontSize: 14 }}>
+            <thead>
+              <tr style={{ textAlign: 'left', borderBottom: '1px solid var(--border)', color: 'var(--text2)' }}>
+                <th style={{ padding: '8px 4px', width: 44 }} aria-label="Reihenfolge" title="Reihenfolge" />
+                <th style={{ padding: '8px 6px' }}>Key</th>
+                <th style={{ padding: '8px 6px' }}>Name</th>
+                <th style={{ padding: '8px 6px' }}>Kategorie</th>
+                <th style={{ padding: '8px 6px' }}>Typ</th>
+                <th style={{ padding: '8px 6px' }}>Einheit</th>
+                <th style={{ padding: '8px 6px' }}>Aktiv</th>
+                <th style={{ padding: '8px 6px' }} />
+              </tr>
+            </thead>
+            <tbody>
+              {rows.map((r, i) => (
+                <tr key={r.id} style={{ borderBottom: '1px solid var(--border)' }}>
+                  <td style={{ padding: '6px 4px', verticalAlign: 'middle' }}>
+                    <div style={{ display: 'flex', flexDirection: 'column', gap: 2 }}>
+                      <button
+                        type="button"
+                        className="btn btn-secondary"
+                        style={{ padding: '4px 6px', minHeight: 0, lineHeight: 1 }}
+                        disabled={reorderBusy || i === 0}
+                        title="Nach oben"
+                        onClick={() => moveRow(i, 'up')}
+                        aria-label="Nach oben"
+                      >
+                        <ChevronUp size={16} />
+                      </button>
+                      <button
+                        type="button"
+                        className="btn btn-secondary"
+                        style={{ padding: '4px 6px', minHeight: 0, lineHeight: 1 }}
+                        disabled={reorderBusy || i === rows.length - 1}
+                        title="Nach unten"
+                        onClick={() => moveRow(i, 'down')}
+                        aria-label="Nach unten"
+                      >
+                        <ChevronDown size={16} />
+                      </button>
+                    </div>
+                  </td>
+                  <td style={{ padding: '10px 6px', fontFamily: 'monospace', fontSize: 13 }}>{r.key}</td>
+                  <td style={{ padding: '10px 6px' }}>{r.label}</td>
+                  <td style={{ padding: '10px 6px', color: 'var(--text2)' }}>{r.category || '–'}</td>
+                  <td style={{ padding: '10px 6px' }}>
+                    {VALUE_DATA_TYPE_LABELS[r.value_data_type] || r.value_data_type || '–'}
+                  </td>
+                  <td style={{ padding: '10px 6px', color: 'var(--text2)' }}>{r.default_unit || '–'}</td>
+                  <td style={{ padding: '10px 6px' }}>{r.active ? '✓' : '–'}</td>
+                  <td style={{ padding: '6px', textAlign: 'right', whiteSpace: 'nowrap' }}>
+                    <button
+                      type="button"
+                      className="btn btn-secondary"
+                      style={{ padding: '6px 10px', marginRight: 6 }}
+                      onClick={() => openEdit(r)}
+                      title="Bearbeiten"
+                    >
+                      <Pencil size={14} />
+                    </button>
+                    <button
+                      type="button"
+                      className="btn btn-secondary"
+                      style={{ padding: '6px 10px', color: 'var(--danger)' }}
+                      onClick={() => handleDelete(r)}
+                      title="Löschen"
+                    >
+                      <Trash2 size={14} />
+                    </button>
+                  </td>
+                </tr>
+              ))}
+            </tbody>
+          </table>
+        </div>
+        {rows.length === 0 && (
+          <p style={{ color: 'var(--text2)', margin: 0, fontSize: 14 }}>Noch keine Typen – „Neuer Typ“ anlegen.</p>
+        )}
+      </div>
+    </div>
+  )
+}

frontend/src/pages/Dashboard.jsx

@@ -1,307 +1,56 @@
-import { useState, useEffect } from 'react'
-import { useNavigate, useLocation } from 'react-router-dom'
-import { Check, Brain } from 'lucide-react'
-import {
-  LineChart, Line, XAxis, YAxis, Tooltip,
-  ResponsiveContainer, CartesianGrid
-} from 'recharts'
+import { useEffect, useMemo, useState } from 'react'
+import { Link, useNavigate, useLocation } from 'react-router-dom'
+import { LayoutDashboard } from 'lucide-react'
 import { api } from '../utils/api'
 import { useProfile } from '../context/ProfileContext'
-import { getBfCategory } from '../utils/calc'
 import TrialBanner from '../components/TrialBanner'
 import EmailVerificationBanner from '../components/EmailVerificationBanner'
-import TrainingTypeDistribution from '../components/TrainingTypeDistribution'
-import SleepWidget from '../components/SleepWidget'
-import RestDaysWidget from '../components/RestDaysWidget'
-import Markdown from '../utils/Markdown'
-import dayjs from 'dayjs'
-import 'dayjs/locale/de'
-import DashboardSection from '../components/DashboardSection'
-import DashboardTile from '../components/DashboardTile'
-import {
-  clampTileSpan,
-  DASHBOARD_TILE_GRID_COLS,
-  dashboardStatGridClassName,
-  dashboardTileGridClassName
-} from '../utils/dashboardLayout'
-dayjs.locale('de')
+import { ensurePilotLabWidgetsRegistered } from '../widgetSystem/registerPilotLabWidgets'
+import { WidgetRenderer } from '../widgetSystem/dashboardWidgetRegistry'
 
-// ── Helpers ───────────────────────────────────────────────────────────────────
-function rollingAvg(arr, key, w=7) {
-  return arr.map((d,i)=>{
-    const s=arr.slice(Math.max(0,i-w+1),i+1).map(x=>x[key]).filter(v=>v!=null)
-    return s.length?{...d,[`${key}_avg`]:Math.round(s.reduce((a,b)=>a+b)/s.length*10)/10}:d
-  })
+function catalogMetaById(catalog) {
+  if (!catalog?.widgets?.length) return {}
+  return Object.fromEntries(catalog.widgets.map((w) => [w.id, w]))
 }
 
-// ── Quick Weight Entry ────────────────────────────────────────────────────────
-function QuickWeight({ onSaved }) {
-  const [input,  setInput]  = useState('')
-  const [saving, setSaving] = useState(false)
-  const [saved,  setSaved]  = useState(false)
-  const [error,  setError]  = useState(null)
-  const [weightUsage, setWeightUsage] = useState(null)
-  const today = dayjs().format('YYYY-MM-DD')
-
-  const loadUsage = () => {
-    api.getFeatureUsage().then(features => {
-      const weightFeature = features.find(f => f.feature_id === 'weight_entries')
-      setWeightUsage(weightFeature)
-    }).catch(err => console.error('Failed to load usage:', err))
-  }
-
-  useEffect(()=>{
-    api.weightStats().then(s=>{
-      if(s?.latest?.date===today) setInput(String(s.latest.weight))
-    })
-    loadUsage()
-  },[])
-
-  const handleSave = async () => {
-    const w=parseFloat(input); if(!w||w<20||w>300) return
-    setSaving(true)
-    setError(null)
-    try{
-      await api.upsertWeight(today,w)
-      setSaved(true)
-      await loadUsage()  // Reload usage after save
-      onSaved?.()
-      setTimeout(()=>setSaved(false),2000)
-    } catch(err) {
-      console.error('Save failed:', err)
-      setError(err.message || 'Fehler beim Speichern')
-      setTimeout(()=>setError(null), 5000)
-    } finally {
-      setSaving(false)
-    }
-  }
-
-  const isDisabled = saving || !input || (weightUsage && !weightUsage.allowed)
-  const tooltipText = weightUsage && !weightUsage.allowed
-    ? `Limit erreicht (${weightUsage.used}/${weightUsage.limit}). Kontaktiere den Admin oder warte bis zum nächsten Reset.`
-    : ''
-
-  return (
-    <div>
-      {error && (
-        <div style={{padding:'8px 10px',background:'var(--danger-bg)',border:'1px solid var(--danger)',borderRadius:8,fontSize:12,color:'var(--danger)',marginBottom:8}}>
-          {error}
-        </div>
-      )}
-      <div style={{display:'flex',gap:8,alignItems:'center'}}>
-        <input type="number" min={20} max={300} step={0.1} className="form-input"
-          style={{flex:1,fontSize:17,fontWeight:600,textAlign:'center'}}
-          placeholder="kg eingeben" value={input} onChange={e=>setInput(e.target.value)}
-          onKeyDown={e=>e.key==='Enter'&&!isDisabled&&handleSave()}/>
-        <span style={{fontSize:13,color:'var(--text3)'}}>kg</span>
-        <div title={tooltipText} style={{display:'inline-block'}}>
-          <button
-            className="btn btn-primary"
-            style={{padding:'8px 14px', cursor: isDisabled ? 'not-allowed' : 'pointer'}}
-            onClick={handleSave}
-            disabled={isDisabled}
-          >
-            {saved ? <Check size={15}/>
-                   : saving ? <div className="spinner" style={{width:14,height:14}}/>
-                   : (weightUsage && !weightUsage.allowed) ? '🔒 Limit'
-                   : 'Speichern'}
-          </button>
-        </div>
-      </div>
-    </div>
-  )
-}
-
-// ── Status Pill ───────────────────────────────────────────────────────────────
-const PILL_TOOLTIPS = {
-  'WHR':         'Waist-Hip-Ratio: Taille ÷ Hüfte. Maß für Bauchfettverteilung. Ziel: <0,90 (M) / <0,85 (F)',
-  'WHtR':        'Waist-to-Height-Ratio: Taille ÷ Körpergröße. Gesündestest Maß: Ziel unter 0,50.',
-  'KF':          'Körperfettanteil in Prozent (aus Caliper-Messung).',
-  'Protein Ø7T': 'Durchschnittliche tägliche Proteinaufnahme der letzten 7 Tage vs. Zielbereich (1,6–2,2g/kg KG).',
-}
-function Pill({ label, value, status, sub }) {
-  const [tip, setTip] = useState(false)
-  const color   = status==='good'?'var(--accent)':status==='warn'?'var(--warn)':'#D85A30'
-  const bg      = status==='good'?'var(--accent-light)':status==='warn'?'var(--warn-bg)':'#FCEBEB'
-  const tipText = PILL_TOOLTIPS[label]
-  return (
-    <div style={{position:'relative'}}>
-      <div onClick={()=>tipText&&setTip(s=>!s)}
-        style={{display:'flex',alignItems:'center',gap:5,padding:'5px 10px',
-          borderRadius:20,background:bg,border:`1px solid ${color}44`,
-          cursor:tipText?'help':'default'}}>
-        <div style={{width:7,height:7,borderRadius:'50%',background:color,flexShrink:0}}/>
-        <span style={{fontSize:12,fontWeight:500,color:'var(--text2)'}}>{label}</span>
-        <span style={{fontSize:12,fontWeight:700,color}}>{value}</span>
-        {sub && <span style={{fontSize:10,color:'var(--text3)'}}>{sub}</span>}
-        {tipText && <span style={{fontSize:10,color:'var(--text3)',opacity:0.7}}>ⓘ</span>}
-      </div>
-      {tip && tipText && (
-        <div onClick={()=>setTip(false)} style={{
-          position:'absolute',bottom:'110%',left:0,zIndex:50,
-          background:'var(--surface)',border:'1px solid var(--border)',
-          borderRadius:8,padding:'8px 10px',fontSize:11,color:'var(--text2)',
-          minWidth:200,maxWidth:260,lineHeight:1.5,
-          boxShadow:'0 4px 16px rgba(0,0,0,0.15)'}}>
-          <strong>{label}</strong><br/>{tipText}
-        </div>
-      )}
-    </div>
-  )
-}
-
-// ── Stat Card ─────────────────────────────────────────────────────────────────
-/**
- * KPI-Kachel im Dashboard-Raster (`dashboard-stat-grid` / `dashboard-tile-grid`).
- * @param {number} [spanMobile=1]  Spaltenbreite unter 1024px (max. = Raster-Spalten mobile)
- * @param {number} [spanDesktop=1] Spaltenbreite ≥1024px (max. 4)
- */
-function StatCard({
-  icon,
-  label,
-  value,
-  unit,
-  delta,
-  deltaGoodWhenNeg = false,
-  sub,
-  onClick,
-  color,
-  spanMobile = 1,
-  spanDesktop = 1
-}) {
-  const deltaColor = delta==null ? null
-    : (deltaGoodWhenNeg ? delta<0 : delta>0) ? 'var(--accent)' : 'var(--warn)'
-  const sm = clampTileSpan(spanMobile, DASHBOARD_TILE_GRID_COLS.mobile)
-  const lg = clampTileSpan(spanDesktop, DASHBOARD_TILE_GRID_COLS.desktop)
-  return (
-    <div
-      className="dashboard-stat-card"
-      onClick={onClick}
-      style={{
-        cursor: onClick ? 'pointer' : 'default',
-        '--tile-sm': String(sm),
-        '--tile-lg': String(lg)
-      }}
-    onMouseEnter={e=>onClick&&(e.currentTarget.style.borderColor='var(--accent)')}
-    onMouseLeave={e=>onClick&&(e.currentTarget.style.borderColor='var(--border)')}>
-      <div style={{fontSize:18,marginBottom:4}}>{icon}</div>
-      <div style={{fontSize:11,color:'var(--text3)',marginBottom:2}}>{label}</div>
-      <div style={{fontSize:19,fontWeight:700,color:color||'var(--text1)',lineHeight:1.1}}>
-        {value}<span style={{fontSize:12,fontWeight:400,color:'var(--text3)',marginLeft:2}}>{unit}</span>
-      </div>
-      {delta!=null && <div style={{fontSize:11,fontWeight:600,color:deltaColor,marginTop:2}}>
-        {delta>0?'+':''}{delta} {unit}
-      </div>}
-      {sub && <div style={{fontSize:10,color:'var(--text3)',marginTop:2}}>{sub}</div>}
-    </div>
-  )
-}
-
-// ── Combined Chart: Kcal + Weight ─────────────────────────────────────────────
-function ComboChart({ weights, nutrition }) {
-  // Build unified date axis from last 30 days
-  const days = []
-  for (let i=29; i>=0; i--) days.push(dayjs().subtract(i,'day').format('YYYY-MM-DD'))
-
-  const wMap = {}; (weights||[]).forEach(w=>{ wMap[w.date]=w.weight })
-  const nMap = {}; (nutrition||[]).forEach(n=>{ nMap[n.date]=Math.round(n.kcal||0) })
-
-  // Forward-fill weight: carry last known weight to fill gaps
-  let lastW = null
-  const combined = days.map(date=>{
-    if (wMap[date]) lastW = wMap[date]
-    return {
-      date:      dayjs(date).format('DD.MM'),
-      kcal:      nMap[date]||null,
-      weight:    wMap[date]||null,        // actual measurement dots
-      weightLine:lastW,                   // interpolated line
-    }
-  }).filter(d=>d.kcal||d.weightLine)
-
-  const withAvg = rollingAvg(combined,'kcal')
-  const hasKcal = combined.some(d=>d.kcal)
-  const hasW    = combined.some(d=>d.weightLine)
-
-  if (!hasKcal && !hasW) return (
-    <div style={{padding:20,textAlign:'center',fontSize:12,color:'var(--text3)'}}>
-      Mehr Ernährungs- und Gewichtsdaten für den Chart nötig
-    </div>
-  )
-
-  return (
-    <ResponsiveContainer width="100%" height={160}>
-      <LineChart data={withAvg} margin={{top:4,right:8,bottom:0,left:-20}}>
-        <CartesianGrid stroke="var(--border)" strokeDasharray="3 3"/>
-        <XAxis dataKey="date" tick={{fontSize:9,fill:'var(--text3)'}} tickLine={false}
-          interval={Math.max(0,Math.floor(withAvg.length/6)-1)}/>
-        {hasKcal && <YAxis yAxisId="kcal" tick={{fontSize:9,fill:'var(--text3)'}} tickLine={false} domain={['auto','auto']}/>}
-        {hasW    && <YAxis yAxisId="weight" orientation="right" tick={{fontSize:9,fill:'var(--text3)'}} tickLine={false} domain={['auto','auto']}/>}
-        <Tooltip contentStyle={{background:'var(--surface)',border:'1px solid var(--border)',borderRadius:8,fontSize:11}}
-          formatter={(v,n)=>[v==null?'–':`${Math.round(v)} ${n==='weightLine'||n==='weight'?'kg':'kcal'}`,
-            n==='kcal_avg'?'Ø Kalorien (7T)':n==='kcal'?'Kalorien':n==='weightLine'?'Gewicht (interpoliert)':'Gewicht Messung']}/>
-        {hasKcal && <Line yAxisId="kcal" type="monotone" dataKey="kcal"     stroke="#EF9F2744" strokeWidth={1} dot={false} connectNulls={false}/>}
-        {hasKcal && <Line yAxisId="kcal" type="monotone" dataKey="kcal_avg" stroke="#EF9F27"   strokeWidth={2} dot={false} connectNulls={true} name="kcal_avg"/>}
-        {hasW    && <Line yAxisId="weight" type="monotone" dataKey="weightLine" stroke="#378ADD88" strokeWidth={1.5} dot={false} connectNulls={true} name="weightLine"/>}
-        {hasW    && <Line yAxisId="weight" type="monotone" dataKey="weight"     stroke="#378ADD" strokeWidth={0}
-          dot={(props)=>{ const {cx,cy,value}=props; return value!=null?<circle key={cx} cx={cx} cy={cy} r={4} fill="#378ADD" stroke="white" strokeWidth={1.5}/>:<g key={cx}/>}} connectNulls={false} name="weight"/>}
-      </LineChart>
-    </ResponsiveContainer>
-  )
-}
-
-// ── Main Dashboard ────────────────────────────────────────────────────────────
 export default function Dashboard() {
   const nav = useNavigate()
   const location = useLocation()
   const { activeProfile } = useProfile()
 
   const [adminDeniedHint, setAdminDeniedHint] = useState(false)
-  const [goalsCount, setGoalsCount] = useState(null)
+  const [layoutBundle, setLayoutBundle] = useState(null)
+  const [catalog, setCatalog] = useState(null)
+  const [layoutLoading, setLayoutLoading] = useState(true)
+  const [refreshTick, setRefreshTick] = useState(0)
 
-  const [stats,     setStats]     = useState(null)
-  const [weights,   setWeights]   = useState([])
-  const [calipers,  setCalipers]  = useState([])
-  const [circs,     setCircs]     = useState([])
-  const [nutrition, setNutrition] = useState([])
-  const [activities,setActivities]= useState([])
-  const [insights,  setInsights]  = useState([])
-  const [loading,   setLoading]   = useState(true)
-  const [showInsight,     setShowInsight]     = useState(false)
-  const [pipelineLoading, setPipelineLoading] = useState(false)
-  const [pipelineError,   setPipelineError]   = useState(null)
+  const requestRefresh = () => setRefreshTick((t) => t + 1)
 
-  const load = () => Promise.all([
-    api.getStats(),
-    api.listWeight(60),
-    api.listCaliper(3),
-    api.listCirc(2),
-    api.listNutrition(30),
-    api.listActivity(30),
-    api.latestInsights(),
-  ]).then(([s,w,ca,ci,n,a,ins])=>{
-    setStats(s); setWeights(w); setCalipers(ca); setCircs(ci)
-    setNutrition(n); setActivities(a)
-    setInsights(Array.isArray(ins)?ins:[])
-    setLoading(false)
-  }).catch(err => {
-    console.error('Dashboard load failed:', err)
-    // Set empty data on error so UI can still render
-    setStats(null); setWeights([]); setCalipers([]); setCircs([])
-    setNutrition([]); setActivities([]); setInsights([])
-    setLoading(false)
-  })
+  useEffect(() => {
+    ensurePilotLabWidgetsRegistered()
+  }, [])
 
-  const runPipeline = async () => {
-    setPipelineLoading(true); setPipelineError(null)
-    try {
-      await api.insightPipeline()
-      await load()
-    } catch(e) {
-      setPipelineError('Fehler: '+e.message)
-    } finally { setPipelineLoading(false) }
-  }
-
-  useEffect(()=>{ load() },[])
+  useEffect(() => {
+    let cancel = false
+    setLayoutLoading(true)
+    Promise.all([api.getAppDashboardLayout(), api.getAppWidgetsCatalog()])
+      .then(([b, c]) => {
+        if (cancel) return
+        setLayoutBundle(b)
+        setCatalog(c)
+      })
+      .catch(() => {
+        if (cancel) return
+        setLayoutBundle(null)
+        setCatalog(null)
+      })
+      .finally(() => {
+        if (!cancel) setLayoutLoading(false)
+      })
+    return () => {
+      cancel = true
+    }
+  }, [])
 
   useEffect(() => {
     if (!location.state?.adminDenied) return
@@ -311,60 +60,19 @@ export default function Dashboard() {
     return () => window.clearTimeout(clear)
   }, [location.state, nav])
 
-  useEffect(() => {
-    if (!activeProfile?.id) return
-    api.listGoals()
-      .then((list) => setGoalsCount(Array.isArray(list) ? list.length : 0))
-      .catch(() => setGoalsCount(null))
-  }, [activeProfile?.id])
+  const metaById = useMemo(() => catalogMetaById(catalog), [catalog])
 
-  if (loading) return <div className="empty-state"><div className="spinner"/></div>
-
-  const latestCal = calipers[0]
-  const latestCir = circs[0]
-  const latestW   = weights[0]
-  const prevW     = weights[1]
-  const sex       = activeProfile?.sex||'m'
-  const height    = activeProfile?.height||178
-
-  // Deltas
-  const wDelta  = latestW&&prevW ? Math.round((latestW.weight-prevW.weight)*10)/10 : null
-  const bfCat   = latestCal?.body_fat_pct ? getBfCategory(latestCal.body_fat_pct,sex) : null
-  const bfPrev  = calipers[1]?.body_fat_pct
-  const bfDelta = latestCal?.body_fat_pct&&bfPrev ? Math.round((latestCal.body_fat_pct-bfPrev)*10)/10 : null
-
-  // WHR / WHtR
-  const whr  = latestCir?.c_waist&&latestCir?.c_hip ? Math.round(latestCir.c_waist/latestCir.c_hip*100)/100 : null
-  const whtr = latestCir?.c_waist&&height ? Math.round(latestCir.c_waist/height*100)/100 : null
-
-  // Nutrition averages (last 7 days)
-  const recentNutr = nutrition.filter(n=>n.date>=dayjs().subtract(7,'day').format('YYYY-MM-DD'))
-  const avgKcal    = recentNutr.length ? Math.round(recentNutr.reduce((s,n)=>s+(n.kcal||0),0)/recentNutr.length) : null
-  const avgProtein = recentNutr.length ? Math.round(recentNutr.reduce((s,n)=>s+(n.protein_g||0),0)/recentNutr.length*10)/10 : null
-  const ptLow      = Math.round((latestW?.weight||80)*1.6)
-  const proteinOk  = avgProtein && avgProtein >= ptLow
-
-  // Activity (last 7 days)
-  const recentAct  = activities.filter(a=>a.date>=dayjs().subtract(7,'day').format('YYYY-MM-DD'))
-  const actKcal    = recentAct.length ? Math.round(recentAct.reduce((s,a)=>s+(a.kcal_active||0),0)) : null
-
-  // Status pills
-  const pills = []
-  if (whr)  pills.push({label:'WHR',  value:whr,  status:whr<(sex==='m'?0.90:0.85)?'good':'warn', sub:`<${sex==='m'?'0,90':'0,85'}`})
-  if (whtr) pills.push({label:'WHtR', value:whtr, status:whtr<0.5?'good':'warn', sub:'<0,50'})
-  if (avgProtein) pills.push({label:'Protein Ø7T', value:avgProtein+'g', status:proteinOk?'good':'warn', sub:`Ziel ${ptLow}g`})
-  if (bfCat) pills.push({label:'KF', value:latestCal.body_fat_pct+'%', status:latestCal.body_fat_pct<(sex==='m'?18:25)?'good':'warn', sub:bfCat.label})
-
-  // Latest overall insight
-  const latestInsight = insights.find(i=>i.scope==='gesamt')||insights[0]
-
-  const hasAnyData = latestW||latestCal||nutrition.length>0
-
-  const showNutrSummary = !!(avgKcal || avgProtein)
-  const showActSummary = actKcal != null
-  const summaryBoth = showNutrSummary && showActSummary
-  const summarySpanM = summaryBoth ? 1 : 2
-  const summarySpanD = summaryBoth ? 2 : 4
+  const layoutForPreview = useMemo(() => {
+    if (!layoutBundle?.layout) return null
+    const L = layoutBundle.layout
+    return {
+      ...L,
+      widgets: L.widgets.map((w) => ({
+        ...w,
+        enabled: w.enabled && metaById[w.id]?.allowed !== false,
+      })),
+    }
+  }, [layoutBundle, metaById])
 
   return (
     <div className="dashboard-page">
@@ -382,296 +90,41 @@ export default function Dashboard() {
             lineHeight: 1.5,
           }}
         >
-          <strong>Kein Admin-Zugriff.</strong> Dieser Bereich ist nur für Konten mit Administrator-Rolle.
-          Du wurdest zur Übersicht weitergeleitet.
+          <strong>Kein Admin-Zugriff.</strong> Dieser Bereich ist nur für Konten mit Administrator-Rolle. Du wurdest zur
+          Übersicht weitergeleitet.
         </div>
       )}
-      {/* Header greeting */}
-      <div className="dashboard-greeting">
-        <h1 style={{fontSize:22,fontWeight:800,margin:0,color:'var(--text1)'}}>
-          Hallo, {activeProfile?.name||'Nutzer'} 👋
-        </h1>
-        <div className="dashboard-greeting__meta" style={{fontSize:12,color:'var(--text3)',marginTop:2}}>
-          {dayjs().format('dddd, DD. MMMM YYYY')}
-          {latestW && ` · Letztes Update ${dayjs(latestW.date).format('DD.MM.')}`}
-        </div>
+
+      <div style={{ display: 'flex', justifyContent: 'flex-end', marginBottom: 10 }}>
+        <Link
+          to="/settings/dashboard-layout"
+          className="btn btn-secondary"
+          style={{
+            fontSize: 12,
+            padding: '8px 12px',
+            textDecoration: 'none',
+            display: 'inline-flex',
+            alignItems: 'center',
+            gap: 8,
+          }}
+        >
+          <LayoutDashboard size={16} />
+          Übersicht anpassen
+        </Link>
       </div>
 
-      {/* Email Verification Banner */}
-      {activeProfile && <EmailVerificationBanner profile={activeProfile}/>}
+      {activeProfile && <EmailVerificationBanner profile={activeProfile} />}
+      {activeProfile && <TrialBanner profile={activeProfile} />}
 
-      {/* Trial Banner */}
-      {activeProfile && <TrialBanner profile={activeProfile}/>}
-
-      {!hasAnyData && (
+      {layoutLoading && (
         <div className="empty-state">
-          <h3>Willkommen bei Mitai Jinkendo!</h3>
-          <p>Starte mit deiner ersten Messung.</p>
-          <button className="btn btn-primary" onClick={()=>nav('/capture')}>
-            Erfassen starten
-          </button>
+          <div className="spinner" />
         </div>
       )}
 
-      {hasAnyData && <>
-        <DashboardSection
-          title="Gewicht heute"
-          description="Tageswert erfassen – Grundlage für Trends und Ziele."
-          headerRight={
-            <button type="button" className="btn btn-secondary"
-              style={{ fontSize: 12, padding: '6px 12px' }}
-              onClick={() => nav('/weight')}>
-              Alle Einträge →
-            </button>
-          }
-        >
-          <div className="card section-gap">
-            <QuickWeight onSaved={load}/>
-          </div>
-        </DashboardSection>
-
-        <DashboardSection
-          title="Kennzahlen"
-          description="Aktuelle Messwerte und Ernährungs-Schnitt (7 Tage)."
-        >
-          <div className={dashboardStatGridClassName(DASHBOARD_TILE_GRID_COLS.mobile)}>
-            <StatCard icon="⚖️" label="Gewicht" value={latestW?.weight??'–'} unit="kg"
-              delta={wDelta} deltaGoodWhenNeg={true}
-              sub={latestW ? dayjs(latestW.date).format('DD.MM.') : '–'}
-              onClick={()=>nav('/history')} color="#378ADD"/>
-            {latestCal?.body_fat_pct && <StatCard icon="🫧" label="Körperfett" value={latestCal.body_fat_pct} unit="%"
-              delta={bfDelta} deltaGoodWhenNeg={true}
-              sub={bfCat?.label}
-              onClick={()=>nav('/history',{state:{tab:'body'}})} color={bfCat?.color}/>}
-            {latestCal?.lean_mass && <StatCard icon="💪" label="Magermasse" value={latestCal.lean_mass} unit="kg"
-              sub={latestCal.date ? dayjs(latestCal.date).format('DD.MM.') : '–'}
-              onClick={()=>nav('/history',{state:{tab:'body'}})}/>}
-            {avgKcal && <StatCard icon="🍽️" label="Ø Kalorien" value={avgKcal} unit="kcal"
-              sub="letzte 7 Tage" onClick={()=>nav('/history',{state:{tab:'nutrition'}})} color="#EF9F27"/>}
-          </div>
-          {pills.length > 0 && (
-            <div className="dashboard-pill-row">
-              {pills.map((p,i)=><Pill key={i} {...p}/>)}
-            </div>
-          )}
-        </DashboardSection>
-
-        {(activeProfile?.goal_weight||activeProfile?.goal_bf_pct) && latestW && (
-          <DashboardSection
-            title="Profil-Ziele"
-            description="Fortschritt zu den Zielwerten in deinem Profil."
-          >
-          <div className="card section-gap">
-            {activeProfile?.goal_weight && latestW && (()=>{
-              const start  = Math.max(...weights.map(w=>w.weight))
-              const curr   = latestW.weight
-              const goal   = activeProfile.goal_weight
-              const total  = start - goal
-              const done   = start - curr
-              const pct    = total > 0 ? Math.min(100, Math.round(done/total*100)) : 100
-              const remain = Math.round((curr-goal)*10)/10
-              return (
-                <div style={{marginBottom:10}}>
-                  <div style={{display:'flex',justifyContent:'space-between',fontSize:12,marginBottom:4}}>
-                    <span>Gewicht: {curr} → {goal} kg</span>
-                    <span style={{color:'var(--accent)',fontWeight:600}}>{remain>0?`noch ${remain}kg`:'Ziel erreicht! 🎉'}</span>
-                  </div>
-                  <div style={{height:8,background:'var(--border)',borderRadius:4,overflow:'hidden'}}>
-                    <div style={{height:'100%',width:`${pct}%`,background:'var(--accent)',borderRadius:4,transition:'width 0.5s'}}/>
-                  </div>
-                  <div style={{fontSize:10,color:'var(--text3)',marginTop:2}}>{pct}% des Weges</div>
-                </div>
-              )
-            })()}
-            {activeProfile?.goal_bf_pct && latestCal?.body_fat_pct && (()=>{
-              const curr  = latestCal.body_fat_pct
-              const goal  = activeProfile.goal_bf_pct
-              const remain= Math.round((curr-goal)*10)/10
-              const pct   = curr<=goal ? 100 : Math.min(100,Math.round((1-(curr-goal)/Math.max(curr-goal,5))*100))
-              return (
-                <div>
-                  <div style={{display:'flex',justifyContent:'space-between',fontSize:12,marginBottom:4}}>
-                    <span>Körperfett: {curr}% → {goal}%</span>
-                    <span style={{color:'var(--accent)',fontWeight:600}}>{remain>0?`noch ${remain}%`:'Ziel erreicht! 🎉'}</span>
-                  </div>
-                  <div style={{height:8,background:'var(--border)',borderRadius:4,overflow:'hidden'}}>
-                    <div style={{height:'100%',width:`${pct}%`,background:bfCat?.color||'var(--accent)',borderRadius:4}}/>
-                  </div>
-                  <div style={{fontSize:10,color:'var(--text3)',marginTop:2}}>Aktuell: {bfCat?.label}</div>
-                </div>
-              )
-            })()}
-          </div>
-          </DashboardSection>
-        )}
-
-        {(weights.length>2||nutrition.length>2) && (
-          <DashboardSection
-            title="Trends"
-            description="Kalorien und Gewicht der letzten 30 Tage."
-            headerRight={
-              <button type="button" className="btn btn-secondary" style={{ fontSize: 12, padding: '6px 12px' }}
-                onClick={()=>nav('/history',{state:{tab:'body'}})}>
-                Details →
-              </button>
-            }
-          >
-            <DashboardTile>
-              <div className="card section-gap">
-                <ComboChart weights={weights} nutrition={nutrition}/>
-                <div style={{display:'flex',gap:16,justifyContent:'center',marginTop:6,fontSize:10,color:'var(--text3)'}}>
-                  <span><span style={{display:'inline-block',width:12,height:2,background:'#EF9F27',verticalAlign:'middle',marginRight:3}}/>Ø Kalorien</span>
-                  <span><span style={{display:'inline-block',width:12,height:2,background:'#378ADD',verticalAlign:'middle',marginRight:3}}/>Gewicht</span>
-                </div>
-              </div>
-            </DashboardTile>
-          </DashboardSection>
-        )}
-
-        {(showNutrSummary || showActSummary) && (
-          <DashboardSection
-            title="Ernährung & Aktivität"
-            description="Kurzüberblick; volle Verläufe unter Historie."
-          >
-            <div className={`dashboard-summary-row ${dashboardTileGridClassName(DASHBOARD_TILE_GRID_COLS.mobile)}`}>
-              {showNutrSummary && (
-                <DashboardTile spanMobile={summarySpanM} spanDesktop={summarySpanD}>
-                  <div className="card" style={{ cursor: 'pointer', height: '100%' }} onClick={()=>nav('/history',{state:{tab:'nutrition'}})}>
-                    <div style={{fontWeight:600,fontSize:12,marginBottom:8,color:'var(--text3)'}}>🍽️ ERNÄHRUNG (Ø 7T)</div>
-                    {avgKcal && <div style={{fontSize:16,fontWeight:700,color:'#EF9F27'}}>{avgKcal} kcal</div>}
-                    {avgProtein && <div style={{fontSize:13,fontWeight:600,
-                      color:proteinOk?'var(--accent)':'var(--warn)'}}>
-                      {avgProtein}g Protein {proteinOk?'✓':'⚠️'}
-                    </div>}
-                    <div style={{fontSize:10,color:'var(--text3)',marginTop:4}}>→ Verlauf Ernährung</div>
-                  </div>
-                </DashboardTile>
-              )}
-              {showActSummary && (
-                <DashboardTile spanMobile={summarySpanM} spanDesktop={summarySpanD}>
-                  <div className="card" style={{ cursor: 'pointer', height: '100%' }} onClick={()=>nav('/history',{state:{tab:'activity'}})}>
-                    <div style={{fontWeight:600,fontSize:12,marginBottom:8,color:'var(--text3)'}}>🏋️ AKTIVITÄT (7T)</div>
-                    <div style={{fontSize:16,fontWeight:700,color:'#EF9F27'}}>{actKcal} kcal</div>
-                    <div style={{fontSize:13,color:'var(--text2)'}}>{recentAct.length} Trainings</div>
-                    <div style={{fontSize:10,color:'var(--text3)',marginTop:4}}>→ Verlauf Aktivität</div>
-                  </div>
-                </DashboardTile>
-              )}
-            </div>
-          </DashboardSection>
-        )}
-
-        <DashboardSection
-          title="Erholung"
-          description="Schlaf und Ruhetage im Überblick."
-        >
-          <div className={`dashboard-erholung-grid ${dashboardTileGridClassName(DASHBOARD_TILE_GRID_COLS.mobile)}`}>
-            <DashboardTile spanMobile={1} spanDesktop={2}>
-              <SleepWidget/>
-            </DashboardTile>
-            <DashboardTile spanMobile={1} spanDesktop={2}>
-              <RestDaysWidget/>
-            </DashboardTile>
-          </div>
-        </DashboardSection>
-
-        {activities.length > 0 && (
-          <DashboardSection
-            title="Training"
-            description="Verteilung der Trainingstypen (28 Tage)."
-            headerRight={
-              <button type="button" className="btn btn-secondary" style={{ fontSize: 12, padding: '6px 12px' }}
-                onClick={()=>nav('/activity')}>
-                Details →
-              </button>
-            }
-          >
-            <DashboardTile>
-              <div className="card section-gap">
-                <TrainingTypeDistribution days={28} />
-              </div>
-            </DashboardTile>
-          </DashboardSection>
-        )}
-
-        <DashboardSection
-          title="Ziele & Fokus"
-          description="Strategische Ziele und Schwerpunkte – eigener Menüpunkt „Ziele“, Kontext für KI und Dashboard."
-          headerRight={
-            <button type="button" className="btn btn-secondary" style={{ fontSize: 12, padding: '6px 12px' }}
-              onClick={(e)=>{ e.stopPropagation(); nav('/goals') }}>
-              Ziele bearbeiten →
-            </button>
-          }
-        >
-          <DashboardTile>
-            <div className="card section-gap" style={{ cursor: 'pointer' }} onClick={()=>nav('/goals')}>
-              {goalsCount != null && (
-                <div style={{ fontSize: 13, fontWeight: 600, color: 'var(--text1)', marginBottom: 8 }}>
-                  {goalsCount === 0
-                    ? 'Noch keine Ziele angelegt.'
-                    : `${goalsCount} ${goalsCount === 1 ? 'Ziel' : 'Ziele'} im System.`}
-                </div>
-              )}
-              <div style={{ fontSize: 12, color: 'var(--text2)', padding: goalsCount != null ? '0 0 8px' : '8px 0' }}>
-                Hier pflegst du Focus Areas, Meilensteine und Fortschritt – unabhängig von der KI-Analyse-Seite.
-                Tippen zum Öffnen oder unten in der Navigation <strong>Ziele</strong> wählen.
-              </div>
-            </div>
-          </DashboardTile>
-        </DashboardSection>
-
-        <DashboardSection
-          title="KI-Auswertung"
-          description="Mehrstufige Pipeline und letzte Zusammenfassung."
-          headerRight={
-            <button type="button" className="btn btn-secondary" style={{ fontSize: 11, padding: '4px 10px' }}
-              onClick={()=>nav('/analysis')}>
-              <Brain size={11}/> Analysen →
-            </button>
-          }
-        >
-          <DashboardTile>
-            <div className="card section-gap">
-              <button type="button" className="btn btn-primary btn-full" style={{marginBottom:10}}
-                onClick={runPipeline} disabled={pipelineLoading}>
-                {pipelineLoading
-                  ? <><div className="spinner" style={{width:13,height:13}}/> Analyse läuft… (3 Stufen)</>
-                  : <><Brain size={13}/> 🔬 Mehrstufige Analyse starten</>}
-              </button>
-              {pipelineError && <div style={{fontSize:12,color:'#D85A30',marginBottom:8}}>{pipelineError}</div>}
-
-              {latestInsight ? (
-                <>
-                  <div style={{fontSize:11,color:'var(--text3)',marginBottom:6}}>
-                    Letzte Analyse: {dayjs(latestInsight.created).format('DD. MMMM YYYY, HH:mm')}
-                  </div>
-                  <div style={{maxHeight: showInsight?'none':120, overflow:'hidden', position:'relative'}}>
-                    <Markdown text={latestInsight.content}/>
-                    {!showInsight && (
-                      <div style={{position:'absolute',bottom:0,left:0,right:0,height:40,
-                        background:'linear-gradient(transparent,var(--surface))'}}/>
-                    )}
-                  </div>
-                  <button type="button" style={{background:'none',border:'none',cursor:'pointer',
-                    fontSize:12,color:'var(--accent)',marginTop:6,padding:0}}
-                    onClick={()=>setShowInsight(s=>!s)}>
-                    {showInsight?'▲ Weniger anzeigen':'▼ Vollständig anzeigen'}
-                  </button>
-                </>
-              ) : (
-                <div style={{fontSize:13,color:'var(--text3)',padding:'8px 0'}}>
-                  Noch keine KI-Auswertung vorhanden.
-                  <button type="button" className="btn btn-primary" style={{marginTop:8,display:'block',fontSize:12}}
-                    onClick={()=>nav('/analysis')}>
-                    Erste Analyse erstellen
-                  </button>
-                </div>
-              )}
-            </div>
-          </DashboardTile>
-        </DashboardSection>
-      </>}
+      {!layoutLoading && layoutForPreview && (
+        <WidgetRenderer layout={layoutForPreview} refreshTick={refreshTick} requestRefresh={requestRefresh} />
+      )}
     </div>
   )
 }

frontend/src/pages/DashboardConfigurePage.jsx

@@ -0,0 +1,657 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { Link } from 'react-router-dom'
+import { ChevronDown, ChevronUp, GripVertical, LayoutDashboard, Plus, Search, X } from 'lucide-react'
+import { api, formatFastApiDetail } from '../utils/api'
+import { ensurePilotLabWidgetsRegistered } from '../widgetSystem/registerPilotLabWidgets'
+import {
+  BODY_CHART_DAYS_DEFAULT,
+  BODY_CHART_DAYS_MAX,
+  BODY_CHART_DAYS_MIN,
+  normalizeBodyChartDays,
+} from '../widgetSystem/bodyChartDays'
+import KpiBoardConfigEditor from '../widgetSystem/KpiBoardConfigEditor'
+import QuickCaptureConfigEditor from '../widgetSystem/QuickCaptureConfigEditor'
+import {
+  moveWidget,
+  moveWidgetToIndex,
+  normalizeLayoutForEditor,
+  toggleWidget,
+} from '../widgetSystem/layoutEditor'
+
+const CHART_DAYS_WIDGET_IDS = new Set([
+  'body_overview',
+  'activity_overview',
+  'nutrition_detail_charts',
+  'recovery_charts_panel',
+])
+
+const DESKTOP_DND_MQ = '(min-width: 768px)'
+
+function catalogMetaById(catalog) {
+  if (!catalog?.widgets?.length) return {}
+  return Object.fromEntries(catalog.widgets.map((w) => [w.id, w]))
+}
+
+/**
+ * @param {{ adminMode?: boolean }} [props]
+ */
+export default function DashboardConfigurePage({ adminMode = false } = {}) {
+  ensurePilotLabWidgetsRegistered()
+
+  const [bundle, setBundle] = useState(null)
+  const [adminFromDatabase, setAdminFromDatabase] = useState(null)
+  const [catalog, setCatalog] = useState(null)
+  const [layout, setLayout] = useState(null)
+  const [addPanelOpen, setAddPanelOpen] = useState(false)
+  const [pickerSearch, setPickerSearch] = useState('')
+  const [viewportDesktop, setViewportDesktop] = useState(() =>
+    typeof window !== 'undefined' ? window.matchMedia(DESKTOP_DND_MQ).matches : false
+  )
+  const [busy, setBusy] = useState(false)
+  const [msg, setMsg] = useState(null)
+  const [err, setErr] = useState(null)
+  const [chartDaysDraftByWidgetId, setChartDaysDraftByWidgetId] = useState({})
+  const [dragOverFullIndex, setDragOverFullIndex] = useState(null)
+
+  const pickerSearchRef = useRef(null)
+   
+  const dndEnabled = viewportDesktop
+
+  useEffect(() => {
+    const mq = window.matchMedia(DESKTOP_DND_MQ)
+    const fn = () => setViewportDesktop(mq.matches)
+    fn()
+    mq.addEventListener('change', fn)
+    return () => mq.removeEventListener('change', fn)
+  }, [])
+
+  useEffect(() => {
+    if (!addPanelOpen) return
+    const t = window.setTimeout(() => pickerSearchRef.current?.focus(), 50)
+    const prev = document.body.style.overflow
+    document.body.style.overflow = 'hidden'
+    const onKey = (e) => {
+      if (e.key === 'Escape') setAddPanelOpen(false)
+    }
+    window.addEventListener('keydown', onKey)
+    return () => {
+      window.clearTimeout(t)
+      document.body.style.overflow = prev
+      window.removeEventListener('keydown', onKey)
+    }
+  }, [addPanelOpen])
+
+  const metaById = useMemo(() => catalogMetaById(catalog), [catalog])
+
+  const isWidgetCatalogAllowed = useCallback(
+    (widgetId) => {
+      const m = metaById[widgetId]
+      if (m == null) return true
+      return m.allowed !== false
+    },
+    [metaById],
+  )
+
+  const commitChartDaysDraftToLayout = useCallback((draftStr, baseLayout, widgetId) => {
+    const clamped = normalizeBodyChartDays(
+      draftStr === '' || draftStr == null ? BODY_CHART_DAYS_DEFAULT : draftStr
+    )
+    return {
+      ...baseLayout,
+      widgets: baseLayout.widgets.map((x) =>
+        x.id !== widgetId ? x : { ...x, config: { ...x.config, chart_days: clamped } }
+      ),
+    }
+  }, [])
+
+  const load = useCallback(async () => {
+    setErr(null)
+    try {
+      if (adminMode) {
+        const [cat, d] = await Promise.all([
+          api.adminGetWidgetsCatalogFull(),
+          api.adminGetDashboardProductDefault(),
+        ])
+        setCatalog(cat)
+        setBundle({ custom: false, product_default_layout: d.layout })
+        setAdminFromDatabase(!!d.from_database)
+        setChartDaysDraftByWidgetId({})
+        setLayout(normalizeLayoutForEditor(structuredClone(d.layout)))
+      } else {
+        const [cat, b] = await Promise.all([api.getAppWidgetsCatalog(), api.getAppDashboardLayout()])
+        setCatalog(cat)
+        setBundle(b)
+        setAdminFromDatabase(null)
+        setChartDaysDraftByWidgetId({})
+        const base = b.custom ? b.layout : structuredClone(b.product_default_layout)
+        setLayout(normalizeLayoutForEditor(base))
+      }
+    } catch (e) {
+      setErr(formatFastApiDetail(null, e.message))
+    }
+  }, [adminMode])
+
+  useEffect(() => {
+    load()
+  }, [load])
+
+  const openAddPanel = () => {
+    setPickerSearch('')
+    setAddPanelOpen(true)
+  }
+
+  const save = async () => {
+    if (!layout) return
+    let toSave = layout
+    const draftEntries = Object.entries(chartDaysDraftByWidgetId)
+    if (draftEntries.length) {
+      for (const [wid, val] of draftEntries) {
+        toSave = normalizeLayoutForEditor(commitChartDaysDraftToLayout(val, toSave, wid))
+      }
+      setLayout(toSave)
+      setChartDaysDraftByWidgetId({})
+    }
+    setBusy(true)
+    setMsg(null)
+    setErr(null)
+    try {
+      if (adminMode) {
+        await api.adminPutDashboardProductDefault(toSave)
+        setMsg('System-Standard für die Übersicht wurde gespeichert.')
+      } else {
+        await api.putAppDashboardLayout(toSave)
+        setMsg('Dein Dashboard wurde gespeichert.')
+      }
+      await load()
+    } catch (e) {
+      setErr(formatFastApiDetail(null, e.message))
+    } finally {
+      setBusy(false)
+    }
+  }
+
+  const resetToSystem = async () => {
+    const ok = adminMode
+      ? window.confirm(
+          'Eintrag in der Datenbank löschen und Layout aus dem Code (widget_catalog) wiederherstellen?'
+        )
+      : window.confirm('Dein individuelles Layout löschen und System-Standard wiederherstellen?')
+    if (!ok) return
+    setBusy(true)
+    setMsg(null)
+    setErr(null)
+    try {
+      if (adminMode) {
+        const r = await api.adminDeleteDashboardProductDefault()
+        setChartDaysDraftByWidgetId({})
+        setLayout(normalizeLayoutForEditor(r.layout))
+        setMsg('Code-Standard wiederhergestellt (kein DB-Override mehr).')
+      } else {
+        const r = await api.resetAppDashboardLayout()
+        setChartDaysDraftByWidgetId({})
+        setLayout(normalizeLayoutForEditor(r.layout))
+        setMsg('Auf System-Standard zurückgesetzt.')
+      }
+      await load()
+    } catch (e) {
+      setErr(formatFastApiDetail(null, e.message))
+    } finally {
+      setBusy(false)
+    }
+  }
+
+  const pickerLower = pickerSearch.trim().toLowerCase()
+
+  const libraryIndices = useMemo(() => {
+    if (!layout?.widgets) return []
+    return layout.widgets
+      .map((w, i) => i)
+      .filter((i) => {
+        const w = layout.widgets[i]
+        if (w.enabled || !isWidgetCatalogAllowed(w.id)) return false
+        if (!pickerLower) return true
+        const m = metaById[w.id]
+        const hay = `${m?.title || ''} ${m?.description || ''} ${w.id}`.toLowerCase()
+        return hay.includes(pickerLower)
+      })
+  }, [layout, pickerLower, metaById, isWidgetCatalogAllowed])
+
+  const activeIndices = useMemo(() => {
+    if (!layout?.widgets) return []
+    return layout.widgets
+      .map((w, i) => i)
+      .filter((i) => layout.widgets[i].enabled && isWidgetCatalogAllowed(layout.widgets[i].id))
+  }, [layout, isWidgetCatalogAllowed])
+
+  const addableCount = useMemo(() => {
+    if (!layout?.widgets) return 0
+    return layout.widgets.filter((w) => !w.enabled && isWidgetCatalogAllowed(w.id)).length
+  }, [layout, isWidgetCatalogAllowed])
+
+  const onDragStartRow = (e, fullIndex) => {
+    if (!dndEnabled) return
+    e.dataTransfer.effectAllowed = 'move'
+    e.dataTransfer.setData('text/plain', String(fullIndex))
+    try {
+      e.dataTransfer.setDragImage(e.currentTarget, 0, 0)
+    } catch {
+      /* ok */
+    }
+  }
+
+  const onDragOverRow = (e, fullIndex) => {
+    if (!dndEnabled) return
+    e.preventDefault()
+    e.dataTransfer.dropEffect = 'move'
+    setDragOverFullIndex(fullIndex)
+  }
+
+  const onDragLeaveRow = () => {
+    setDragOverFullIndex(null)
+  }
+
+  const onDropRow = (e, dropFullIndex) => {
+    if (!dndEnabled) return
+    e.preventDefault()
+    setDragOverFullIndex(null)
+    const raw = e.dataTransfer.getData('text/plain')
+    const from = Number.parseInt(raw, 10)
+    if (!Number.isFinite(from)) return
+    setLayout((L) => normalizeLayoutForEditor(moveWidgetToIndex(L, from, dropFullIndex)))
+  }
+
+  const onDragEndRow = () => {
+    setDragOverFullIndex(null)
+  }
+
+  if (err && !layout) {
+    return (
+      <div style={{ padding: 24, maxWidth: 640, margin: '0 auto' }}>
+        <p style={{ color: '#D85A30' }}>{err}</p>
+        <button type="button" className="btn btn-secondary" onClick={load}>
+          Erneut laden
+        </button>
+      </div>
+    )
+  }
+
+  if (!layout) {
+    return (
+      <div style={{ padding: 48, textAlign: 'center' }}>
+        <div className="spinner" style={{ width: 32, height: 32, margin: '0 auto' }} />
+      </div>
+    )
+  }
+
+  return (
+    <div style={{ paddingBottom: 96, textAlign: 'left', maxWidth: 720, margin: '0 auto' }}>
+      <div style={{ marginBottom: 20 }}>
+        <Link
+          to={adminMode ? '/admin/g/system' : '/settings'}
+          className="btn btn-secondary"
+          style={{ display: 'inline-flex', marginBottom: 12, textDecoration: 'none' }}
+        >
+          {adminMode ? '← Basiseinstellungen (Admin)' : '← Einstellungen'}
+        </Link>
+        <h1 className="page-title" style={{ display: 'flex', alignItems: 'center', gap: 10 }}>
+          <LayoutDashboard size={26} color="var(--accent)" />
+          {adminMode ? 'Produkt-Übersicht: Systemstandard' : 'Übersicht anpassen'}
+        </h1>
+        <p style={{ fontSize: 13, color: 'var(--text2)', lineHeight: 1.6, marginTop: 8 }}>
+          {adminMode
+            ? 'Globales Standard-Dashboard für alle Nutzer ohne eigenes Layout. Gespeichert in der Datenbank; mit „Code-Standard wiederherstellen“ wird der Eintrag entfernt und der Fallback aus dem Code genutzt.'
+            : 'Kacheln für die Startseite sortieren und entfernen. Neue Kacheln über „Kachel hinzufügen“ – mit Suche direkt im eigenen Fenster, ohne langes Scrollen.'}
+        </p>
+        {adminMode && adminFromDatabase != null && (
+          <p style={{ fontSize: 12, color: 'var(--accent)', marginTop: 10, lineHeight: 1.5 }}>
+            {adminFromDatabase ? (
+              <>
+                Aktuell gilt ein <strong>gespeicherter Systemstandard</strong> (Datenbank).
+              </>
+            ) : (
+              <>
+                Es liegt <strong>kein DB-Override</strong> vor — es wird der Code-Standard aus dem Widget-Katalog
+                verwendet.
+              </>
+            )}
+          </p>
+        )}
+        {!adminMode && !bundle?.custom && (
+          <p style={{ fontSize: 12, color: 'var(--accent)', marginTop: 10, lineHeight: 1.5 }}>
+            Du bearbeitest gerade das <strong>System-Standardlayout</strong>. Mit „Speichern“ legst du deine persönliche
+            Version ab.
+          </p>
+        )}
+      </div>
+
+      <div className="card section-gap" style={{ marginBottom: 16 }}>
+        <div className="card-title" style={{ fontSize: 15, display: 'flex', justifyContent: 'space-between', alignItems: 'center', gap: 12, flexWrap: 'wrap' }}>
+          <span>
+            Aktive Kacheln · {activeIndices.length}
+            {dndEnabled && (
+              <span style={{ fontSize: 12, fontWeight: 400, color: 'var(--text3)', marginLeft: 8 }}>
+                (ab Desktop: ziehen oder Pfeile)
+              </span>
+            )}
+          </span>
+          <button type="button" className="btn btn-primary" style={{ fontSize: 13 }} onClick={openAddPanel} disabled={addableCount === 0}>
+            <Plus size={16} style={{ marginRight: 6, verticalAlign: 'middle' }} />
+            Kachel hinzufügen{addableCount > 0 ? ` (${addableCount})` : ''}
+          </button>
+        </div>
+        {addableCount === 0 && (
+          <p style={{ fontSize: 12, color: 'var(--text3)', marginTop: 8, marginBottom: 0 }}>
+            Alle freigeschalteten Kacheln sind aktiv.
+          </p>
+        )}
+        {err && <p style={{ fontSize: 12, color: '#D85A30', marginTop: 12, marginBottom: 0 }}>{err}</p>}
+        {msg && <p style={{ fontSize: 12, color: 'var(--accent)', marginTop: 12, marginBottom: 0 }}>{msg}</p>}
+        <ul style={{ listStyle: 'none', padding: 0, margin: '12px 0 0' }}>
+          {activeIndices.map((i) => {
+            const w = layout.widgets[i]
+            const label = metaById[w.id]?.title || w.id
+            const chartDaysVal =
+              w.config?.chart_days != null
+                ? normalizeBodyChartDays(w.config.chart_days)
+                : BODY_CHART_DAYS_DEFAULT
+            const dragOver = dragOverFullIndex === i
+            return (
+              <li
+                key={w.id}
+                onDragOver={(e) => onDragOverRow(e, i)}
+                onDragLeave={onDragLeaveRow}
+                onDrop={(e) => onDropRow(e, i)}
+                style={{
+                  padding: '10px 0',
+                  borderBottom: '1px solid var(--border)',
+                  background: dragOver ? 'var(--surface2)' : undefined,
+                  borderRadius: dragOver ? 8 : undefined,
+                }}
+              >
+                <div style={{ display: 'flex', alignItems: 'center', gap: 8, flexWrap: 'wrap' }}>
+                  {dndEnabled && (
+                    <span
+                      draggable
+                      role="button"
+                      tabIndex={0}
+                      aria-label={`${label} verschieben`}
+                      style={{ cursor: 'grab', color: 'var(--text3)', display: 'flex', touchAction: 'none' }}
+                      onDragStart={(e) => onDragStartRow(e, i)}
+                      onDragEnd={onDragEndRow}
+                    >
+                      <GripVertical size={18} />
+                    </span>
+                  )}
+                  <label style={{ display: 'flex', alignItems: 'center', gap: 8, flex: '1 1 160px' }}>
+                    <input type="checkbox" checked={w.enabled} onChange={() => setLayout((L) => toggleWidget(L, i))} />
+                    <span style={{ fontSize: 14 }}>{label}</span>
+                  </label>
+                  <div style={{ display: 'flex', gap: 6 }}>
+                    <button
+                      type="button"
+                      className="btn btn-secondary"
+                      style={{ padding: '6px 10px' }}
+                      aria-label="Nach oben"
+                      onClick={() => setLayout((L) => moveWidget(L, i, -1))}
+                    >
+                      <ChevronUp size={18} />
+                    </button>
+                    <button
+                      type="button"
+                      className="btn btn-secondary"
+                      style={{ padding: '6px 10px' }}
+                      aria-label="Nach unten"
+                      onClick={() => setLayout((L) => moveWidget(L, i, 1))}
+                    >
+                      <ChevronDown size={18} />
+                    </button>
+                  </div>
+                </div>
+                {w.id === 'quick_capture' && (
+                  <QuickCaptureConfigEditor
+                    config={w.config || {}}
+                    onChange={(next) =>
+                      setLayout((L) =>
+                        normalizeLayoutForEditor({
+                          ...L,
+                          widgets: L.widgets.map((x, j) => {
+                            if (j !== i) return x
+                            const cfg = { ...(x.config || {}) }
+                            for (const k of ['show_weight', 'show_resting_hr', 'show_hrv', 'show_vo2_max']) {
+                              delete cfg[k]
+                            }
+                            Object.assign(cfg, next)
+                            return { ...x, config: cfg }
+                          }),
+                        })
+                      )
+                    }
+                  />
+                )}
+                {w.id === 'kpi_board' && (
+                  <KpiBoardConfigEditor
+                    tiles={Object.prototype.hasOwnProperty.call(w.config || {}, 'tiles') ? w.config.tiles : undefined}
+                    onChange={(next) =>
+                      setLayout((L) =>
+                        normalizeLayoutForEditor({
+                          ...L,
+                          widgets: L.widgets.map((x, j) => {
+                            if (j !== i) return x
+                            const cfg = { ...(x.config || {}) }
+                            if (next === undefined) {
+                              delete cfg.tiles
+                            } else {
+                              cfg.tiles = next
+                            }
+                            return { ...x, config: cfg }
+                          }),
+                        })
+                      )
+                    }
+                  />
+                )}
+                {CHART_DAYS_WIDGET_IDS.has(w.id) && (
+                  <div style={{ marginTop: 10, marginLeft: 28 }}>
+                    <label style={{ fontSize: 12, color: 'var(--text2)', display: 'block', marginBottom: 4 }}>
+                      Zeitraum (Tage): {BODY_CHART_DAYS_MIN}–{BODY_CHART_DAYS_MAX}
+                    </label>
+                    <input
+                      type="text"
+                      inputMode="numeric"
+                      autoComplete="off"
+                      className="form-input"
+                      style={{ maxWidth: 120 }}
+                      value={
+                        chartDaysDraftByWidgetId[w.id] !== undefined
+                          ? chartDaysDraftByWidgetId[w.id]
+                          : String(chartDaysVal)
+                      }
+                      onFocus={() =>
+                        setChartDaysDraftByWidgetId((prev) => ({
+                          ...prev,
+                          [w.id]: String(chartDaysVal),
+                        }))
+                      }
+                      onChange={(e) =>
+                        setChartDaysDraftByWidgetId((prev) => ({
+                          ...prev,
+                          [w.id]: e.target.value,
+                        }))
+                      }
+                      onBlur={(e) => {
+                        const raw = e.target.value
+                        setLayout((L) =>
+                          normalizeLayoutForEditor(commitChartDaysDraftToLayout(raw, L, w.id))
+                        )
+                        setChartDaysDraftByWidgetId((prev) => {
+                          const next = { ...prev }
+                          delete next[w.id]
+                          return next
+                        })
+                      }}
+                      onKeyDown={(e) => {
+                        if (e.key === 'Enter') e.currentTarget.blur()
+                      }}
+                    />
+                  </div>
+                )}
+              </li>
+            )
+          })}
+        </ul>
+      </div>
+
+      <div style={{ display: 'flex', flexWrap: 'wrap', gap: 8 }}>
+        <button type="button" className="btn btn-primary" disabled={busy} onClick={save}>
+          Speichern
+        </button>
+        <button type="button" className="btn btn-secondary" disabled={busy} onClick={resetToSystem}>
+          {adminMode ? 'Code-Standard wiederherstellen' : 'System-Standard wiederherstellen'}
+        </button>
+        <Link
+          to={adminMode ? '/admin' : '/'}
+          className="btn btn-secondary"
+          style={{ textDecoration: 'none', textAlign: 'center' }}
+        >
+          {adminMode ? 'Admin-Übersicht' : 'Zur Übersicht'}
+        </Link>
+      </div>
+
+      {addPanelOpen && (
+        <div
+          style={{
+            position: 'fixed',
+            inset: 0,
+            zIndex: 300,
+            display: 'flex',
+            alignItems: viewportDesktop ? 'center' : 'flex-end',
+            justifyContent: 'center',
+            padding: viewportDesktop ? 16 : 0,
+            paddingBottom: viewportDesktop ? 16 : undefined,
+          }}
+        >
+          <button
+            type="button"
+            aria-label="Schließen"
+            style={{
+              position: 'absolute',
+              inset: 0,
+              border: 'none',
+              padding: 0,
+              margin: 0,
+              background: 'rgba(0,0,0,0.45)',
+              cursor: 'pointer',
+            }}
+            onClick={() => setAddPanelOpen(false)}
+          />
+          <div
+            role="dialog"
+            aria-modal="true"
+            aria-labelledby="dashboard-add-widget-title"
+            onClick={(e) => e.stopPropagation()}
+            style={{
+              position: 'relative',
+              width: '100%',
+              maxWidth: viewportDesktop ? 520 : '100%',
+              maxHeight: viewportDesktop ? 'min(85vh, 640px)' : 'min(92vh, 100%)',
+              background: 'var(--surface)',
+              borderRadius: viewportDesktop ? 12 : '16px 16px 0 0',
+              boxShadow: viewportDesktop ? '0 12px 40px rgba(0,0,0,0.2)' : '0 -4px 24px rgba(0,0,0,0.12)',
+              display: 'flex',
+              flexDirection: 'column',
+              overflow: 'hidden',
+              paddingBottom: 'max(12px, env(safe-area-inset-bottom))',
+            }}
+          >
+            <div
+              style={{
+                display: 'flex',
+                alignItems: 'center',
+                justifyContent: 'space-between',
+                gap: 12,
+                padding: '14px 16px',
+                borderBottom: '1px solid var(--border)',
+                flexShrink: 0,
+              }}
+            >
+              <h2 id="dashboard-add-widget-title" className="card-title" style={{ fontSize: 16, margin: 0 }}>
+                Kachel hinzufügen
+              </h2>
+              <button
+                type="button"
+                className="btn btn-secondary"
+                style={{ padding: '8px 10px' }}
+                aria-label="Schließen"
+                onClick={() => setAddPanelOpen(false)}
+              >
+                <X size={20} />
+              </button>
+            </div>
+            <div style={{ padding: '12px 16px', flexShrink: 0, borderBottom: '1px solid var(--border)' }}>
+              <div style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+                <Search size={18} color="var(--text3)" />
+                <input
+                  ref={pickerSearchRef}
+                  type="search"
+                  className="form-input"
+                  placeholder="Suchen nach Titel, Beschreibung, ID …"
+                  value={pickerSearch}
+                  onChange={(e) => setPickerSearch(e.target.value)}
+                  aria-label="Widgets durchsuchen"
+                  style={{ flex: 1 }}
+                />
+              </div>
+            </div>
+            <div style={{ overflowY: 'auto', flex: 1, padding: '8px 16px 16px' }}>
+              {libraryIndices.length === 0 ? (
+                <p style={{ fontSize: 13, color: 'var(--text3)', margin: 12 }}>
+                  {pickerLower ? 'Keine Treffer.' : 'Keine weiteren Kacheln verfügbar.'}
+                </p>
+              ) : (
+                <ul style={{ listStyle: 'none', padding: 0, margin: 0 }}>
+                  {libraryIndices.map((i) => {
+                    const w = layout.widgets[i]
+                    const m = metaById[w.id]
+                    return (
+                      <li
+                        key={w.id}
+                        style={{
+                          display: 'flex',
+                          alignItems: 'center',
+                          justifyContent: 'space-between',
+                          gap: 12,
+                          padding: '12px 0',
+                          borderBottom: '1px solid var(--border)',
+                        }}
+                      >
+                        <div style={{ minWidth: 0 }}>
+                          <div style={{ fontSize: 14, fontWeight: 600 }}>{m?.title || w.id}</div>
+                          <div style={{ fontSize: 12, color: 'var(--text3)', marginTop: 2 }}>{m?.description || ''}</div>
+                        </div>
+                        <button
+                          type="button"
+                          className="btn btn-primary"
+                          style={{ flexShrink: 0, fontSize: 12, padding: '8px 14px' }}
+                          onClick={() => {
+                            setLayout((L) =>
+                              normalizeLayoutForEditor({
+                                ...L,
+                                widgets: L.widgets.map((x, j) => (j === i ? { ...x, enabled: true } : x)),
+                              })
+                            )
+                          }}
+                        >
+                          Hinzufügen
+                        </button>
+                      </li>
+                    )
+                  })}
+                </ul>
+              )}
+            </div>
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}

frontend/src/pages/DashboardLabPage.jsx

@@ -0,0 +1,399 @@
+import { useCallback, useEffect, useMemo, useState } from 'react'
+import { ChevronDown, ChevronUp, LayoutGrid } from 'lucide-react'
+import { Link } from 'react-router-dom'
+import { api, formatFastApiDetail } from '../utils/api'
+import { WidgetRenderer } from '../widgetSystem/dashboardWidgetRegistry'
+import { ensurePilotLabWidgetsRegistered } from '../widgetSystem/registerPilotLabWidgets'
+import {
+  BODY_CHART_DAYS_DEFAULT,
+  BODY_CHART_DAYS_MAX,
+  BODY_CHART_DAYS_MIN,
+  normalizeBodyChartDays,
+} from '../widgetSystem/bodyChartDays'
+import KpiBoardConfigEditor from '../widgetSystem/KpiBoardConfigEditor'
+import QuickCaptureConfigEditor from '../widgetSystem/QuickCaptureConfigEditor'
+import { moveWidget, normalizeLayoutForEditor, toggleWidget } from '../widgetSystem/layoutEditor'
+
+/** Widgets mit optionalem config.chart_days (7–90), gleiche UX im Editor */
+const CHART_DAYS_WIDGET_IDS = new Set([
+  'body_overview',
+  'activity_overview',
+  'nutrition_detail_charts',
+  'recovery_charts_panel',
+])
+
+function catalogMetaById(catalog) {
+  if (!catalog?.widgets?.length) return {}
+  return Object.fromEntries(catalog.widgets.map((w) => [w.id, w]))
+}
+
+export default function DashboardLabPage() {
+  ensurePilotLabWidgetsRegistered()
+
+  const [refreshTick, setRefreshTick] = useState(0)
+  const requestRefresh = () => setRefreshTick((t) => t + 1)
+  const [catalog, setCatalog] = useState(null)
+  const [bundle, setBundle] = useState(null)
+  const [layout, setLayout] = useState(null)
+  const [err, setErr] = useState(null)
+  const [busy, setBusy] = useState(false)
+  const [msg, setMsg] = useState(null)
+  /** Pro Widget-ID: Rohstring während der Eingabe (Tippen ohne sofortiges Clampen) */
+  const [chartDaysDraftByWidgetId, setChartDaysDraftByWidgetId] = useState({})
+
+  const metaById = catalogMetaById(catalog)
+
+  const isWidgetCatalogAllowed = useCallback(
+    (widgetId) => {
+      const m = metaById[widgetId]
+      if (m == null) return true
+      return m.allowed !== false
+    },
+    [metaById],
+  )
+
+  const visibleEditorIndices = useMemo(
+    () =>
+      layout?.widgets?.map((_, i) => i).filter((i) => isWidgetCatalogAllowed(layout.widgets[i].id)) ?? [],
+    [layout, isWidgetCatalogAllowed],
+  )
+
+  const layoutForPreview = useMemo(
+    () =>
+      layout
+        ? {
+            ...layout,
+            widgets: layout.widgets.map((w) => ({
+              ...w,
+              enabled: w.enabled && isWidgetCatalogAllowed(w.id),
+            })),
+          }
+        : null,
+    [layout, isWidgetCatalogAllowed],
+  )
+
+  const commitChartDaysDraftToLayout = useCallback((draftStr, baseLayout, widgetId) => {
+    const clamped = normalizeBodyChartDays(
+      draftStr === '' || draftStr == null ? BODY_CHART_DAYS_DEFAULT : draftStr
+    )
+    return {
+      ...baseLayout,
+      widgets: baseLayout.widgets.map((x) =>
+        x.id !== widgetId ? x : { ...x, config: { ...x.config, chart_days: clamped } }
+      ),
+    }
+  }, [])
+
+  const load = useCallback(async () => {
+    setErr(null)
+    try {
+      const [cat, b] = await Promise.all([api.getAppWidgetsCatalog(), api.getAppDashboardLayout()])
+      setCatalog(cat)
+      setBundle(b)
+      setChartDaysDraftByWidgetId({})
+      setLayout(normalizeLayoutForEditor(b.layout))
+    } catch (e) {
+      setErr(formatFastApiDetail(null, e.message))
+    }
+  }, [])
+
+  useEffect(() => {
+    load()
+  }, [load])
+
+  const save = async () => {
+    if (!layout) return
+    let toSave = layout
+    const draftEntries = Object.entries(chartDaysDraftByWidgetId)
+    if (draftEntries.length) {
+      for (const [wid, val] of draftEntries) {
+        toSave = normalizeLayoutForEditor(commitChartDaysDraftToLayout(val, toSave, wid))
+      }
+      setLayout(toSave)
+      setChartDaysDraftByWidgetId({})
+    }
+    setBusy(true)
+    setMsg(null)
+    setErr(null)
+    try {
+      await api.putAppDashboardLayout(toSave)
+      setMsg('Layout gespeichert.')
+      await load()
+    } catch (e) {
+      setErr(formatFastApiDetail(null, e.message))
+    } finally {
+      setBusy(false)
+    }
+  }
+
+  const reset = async () => {
+    if (!confirm('Persönliches Layout löschen und Standard wiederherstellen?')) return
+    setBusy(true)
+    setMsg(null)
+    setErr(null)
+    try {
+      const r = await api.resetAppDashboardLayout()
+      setChartDaysDraftByWidgetId({})
+      setLayout(normalizeLayoutForEditor(r.layout))
+      setMsg('Auf Standard zurückgesetzt.')
+      await load()
+    } catch (e) {
+      setErr(formatFastApiDetail(null, e.message))
+    } finally {
+      setBusy(false)
+    }
+  }
+
+  const applyDefaultLocal = () => {
+    if (bundle?.lab_default_layout) {
+      setChartDaysDraftByWidgetId({})
+      setLayout(normalizeLayoutForEditor(structuredClone(bundle.lab_default_layout)))
+      setMsg('Lab-Standard geladen (noch nicht gespeichert).')
+    }
+  }
+
+  if (err && !layout) {
+    return (
+      <div style={{ padding: 24, maxWidth: 640, margin: '0 auto' }}>
+        <p style={{ color: '#D85A30' }}>{err}</p>
+        <button type="button" className="btn btn-secondary" onClick={load}>
+          Erneut laden
+        </button>
+      </div>
+    )
+  }
+
+  if (!layout) {
+    return (
+      <div style={{ padding: 48, textAlign: 'center' }}>
+        <div className="spinner" style={{ width: 32, height: 32, margin: '0 auto' }} />
+      </div>
+    )
+  }
+
+  return (
+    <div style={{ paddingBottom: 96, textAlign: 'left', maxWidth: 920, margin: '0 auto' }}>
+      <div style={{ marginBottom: 20 }}>
+        <Link
+          to="/settings"
+          className="btn btn-secondary"
+          style={{ display: 'inline-flex', marginBottom: 12, textDecoration: 'none' }}
+        >
+          ← Einstellungen
+        </Link>
+        <h1 className="page-title" style={{ display: 'flex', alignItems: 'center', gap: 10 }}>
+          <LayoutGrid size={26} color="var(--accent)" />
+          App-Bereich: Dashboard-Lab
+        </h1>
+        <p style={{ fontSize: 13, color: 'var(--text2)', lineHeight: 1.6, marginTop: 8 }}>
+          Widget-System: Katalog, Registry, Renderer; optional pro Widget <code>config</code> (z. B.{' '}
+          <strong>Körper</strong> / <strong>Aktivität</strong>: Zeitraum 7–90 Tage; <strong>KPI</strong>: Kacheln
+          wählen &amp; sortieren). Layout pro Profil in der DB —
+          getrennt vom Produktiv-Dashboard.
+          Vergleich:{' '}
+          <Link to="/pilot/viz" style={{ color: 'var(--accent)' }}>
+            Pilot-Übersicht (festes Standard-Layout)
+          </Link>
+          .
+        </p>
+      </div>
+
+      <div
+        className="card"
+        style={{
+          marginBottom: 20,
+          borderStyle: 'dashed',
+          borderColor: 'var(--border2)',
+          background: 'var(--surface2)',
+        }}
+      >
+        <div className="card-title" style={{ fontSize: 14 }}>
+          Layout (v1)
+        </div>
+        {bundle && (
+          <p style={{ fontSize: 12, color: 'var(--text2)', marginBottom: 12 }}>
+            Status: {bundle.custom ? 'individuell gespeichert' : 'Standard (nicht in DB)'}
+          </p>
+        )}
+        {err && <p style={{ fontSize: 12, color: '#D85A30', marginBottom: 8 }}>{err}</p>}
+        {msg && <p style={{ fontSize: 12, color: 'var(--accent)', marginBottom: 8 }}>{msg}</p>}
+        <ul style={{ listStyle: 'none', padding: 0, margin: '0 0 12px' }}>
+          {visibleEditorIndices.map((i) => {
+            const w = layout.widgets[i]
+            const label = metaById[w.id]?.title || w.id
+            const chartDaysVal =
+              w.config?.chart_days != null
+                ? normalizeBodyChartDays(w.config.chart_days)
+                : BODY_CHART_DAYS_DEFAULT
+            return (
+              <li
+                key={w.id}
+                style={{
+                  padding: '8px 0',
+                  borderBottom: '1px solid var(--border)',
+                }}
+              >
+                <div
+                  style={{
+                    display: 'flex',
+                    alignItems: 'center',
+                    gap: 8,
+                    flexWrap: 'wrap',
+                  }}
+                >
+                  <label style={{ display: 'flex', alignItems: 'center', gap: 8, flex: '1 1 140px' }}>
+                    <input
+                      type="checkbox"
+                      checked={w.enabled}
+                      onChange={() => setLayout((L) => toggleWidget(L, i))}
+                    />
+                    <span style={{ fontSize: 14 }}>{label}</span>
+                  </label>
+                  <div style={{ display: 'flex', gap: 6 }}>
+                    <button
+                      type="button"
+                      className="btn btn-secondary"
+                      style={{ padding: '6px 10px' }}
+                      aria-label="Nach oben"
+                      onClick={() => setLayout((L) => moveWidget(L, i, -1))}
+                    >
+                      <ChevronUp size={18} />
+                    </button>
+                    <button
+                      type="button"
+                      className="btn btn-secondary"
+                      style={{ padding: '6px 10px' }}
+                      aria-label="Nach unten"
+                      onClick={() => setLayout((L) => moveWidget(L, i, 1))}
+                    >
+                      <ChevronDown size={18} />
+                    </button>
+                  </div>
+                </div>
+                {w.id === 'quick_capture' && (
+                  <QuickCaptureConfigEditor
+                    config={w.config || {}}
+                    onChange={(next) =>
+                      setLayout((L) =>
+                        normalizeLayoutForEditor({
+                          ...L,
+                          widgets: L.widgets.map((x, j) => {
+                            if (j !== i) return x
+                            const cfg = { ...(x.config || {}) }
+                            for (const k of ['show_weight', 'show_resting_hr', 'show_hrv', 'show_vo2_max']) {
+                              delete cfg[k]
+                            }
+                            Object.assign(cfg, next)
+                            return { ...x, config: cfg }
+                          }),
+                        })
+                      )
+                    }
+                  />
+                )}
+                {w.id === 'kpi_board' && (
+                  <KpiBoardConfigEditor
+                    tiles={Object.prototype.hasOwnProperty.call(w.config || {}, 'tiles') ? w.config.tiles : undefined}
+                    onChange={(next) =>
+                      setLayout((L) =>
+                        normalizeLayoutForEditor({
+                          ...L,
+                          widgets: L.widgets.map((x, j) => {
+                            if (j !== i) return x
+                            const cfg = { ...(x.config || {}) }
+                            if (next === undefined) {
+                              delete cfg.tiles
+                            } else {
+                              cfg.tiles = next
+                            }
+                            return { ...x, config: cfg }
+                          }),
+                        })
+                      )
+                    }
+                  />
+                )}
+                {CHART_DAYS_WIDGET_IDS.has(w.id) && (
+                  <div style={{ marginTop: 10, marginLeft: 28 }}>
+                    <label style={{ fontSize: 12, color: 'var(--text2)', display: 'block', marginBottom: 4 }}>
+                      {w.id === 'body_overview'
+                        ? 'Körper-Chart'
+                        : w.id === 'activity_overview'
+                          ? 'Aktivität (Verteilung & Konsistenz)'
+                          : w.id === 'nutrition_detail_charts'
+                            ? 'Ernährung — Charts'
+                            : 'Erholung — Charts'}{' '}
+                      — Zeitraum (Tage): {BODY_CHART_DAYS_MIN}–{BODY_CHART_DAYS_MAX}
+                    </label>
+                    <input
+                      type="text"
+                      inputMode="numeric"
+                      autoComplete="off"
+                      className="form-input"
+                      style={{ maxWidth: 120 }}
+                      aria-label={
+                        w.id === 'body_overview'
+                          ? 'Körper-Chart Zeitraum in Tagen'
+                          : w.id === 'activity_overview'
+                            ? 'Aktivität Zeitraum in Tagen'
+                            : w.id === 'nutrition_detail_charts'
+                              ? 'Ernährungs-Charts Zeitraum in Tagen'
+                              : 'Erholungs-Charts Zeitraum in Tagen'
+                      }
+                      value={
+                        chartDaysDraftByWidgetId[w.id] !== undefined
+                          ? chartDaysDraftByWidgetId[w.id]
+                          : String(chartDaysVal)
+                      }
+                      onFocus={() =>
+                        setChartDaysDraftByWidgetId((prev) => ({
+                          ...prev,
+                          [w.id]: String(chartDaysVal),
+                        }))
+                      }
+                      onChange={(e) =>
+                        setChartDaysDraftByWidgetId((prev) => ({
+                          ...prev,
+                          [w.id]: e.target.value,
+                        }))
+                      }
+                      onBlur={(e) => {
+                        const raw = e.target.value
+                        setLayout((L) =>
+                          normalizeLayoutForEditor(commitChartDaysDraftToLayout(raw, L, w.id))
+                        )
+                        setChartDaysDraftByWidgetId((prev) => {
+                          const next = { ...prev }
+                          delete next[w.id]
+                          return next
+                        })
+                      }}
+                      onKeyDown={(e) => {
+                        if (e.key === 'Enter') e.currentTarget.blur()
+                      }}
+                    />
+                  </div>
+                )}
+              </li>
+            )
+          })}
+        </ul>
+        <div style={{ display: 'flex', flexWrap: 'wrap', gap: 8 }}>
+          <button type="button" className="btn btn-primary" disabled={busy} onClick={save}>
+            Speichern
+          </button>
+          <button type="button" className="btn btn-secondary" disabled={busy} onClick={reset}>
+            Zurücksetzen (DB)
+          </button>
+          <button type="button" className="btn btn-secondary" disabled={busy} onClick={applyDefaultLocal}>
+            Standard in Editor laden
+          </button>
+        </div>
+      </div>
+
+      {layoutForPreview && (
+        <WidgetRenderer layout={layoutForPreview} refreshTick={refreshTick} requestRefresh={requestRefresh} />
+      )}
+    </div>
+  )
+}

frontend/src/pages/History.jsx

@@ -972,7 +972,7 @@ export default function History() {
 
   const loadAll = () => Promise.all([
     api.listWeight(365), api.listCaliper(), api.listCirc(),
-    api.listNutrition(90), api.listActivity(200),
+    api.listNutrition(90), api.listActivity(25_000),
     api.nutritionCorrelations(), api.latestInsights(), api.getProfile(),
     api.listPrompts(),
   ]).then(([w,ca,ci,n,a,corr,ins,p,pr])=>{
@@ -983,7 +983,9 @@ export default function History() {
     setLoading(false)
   })
 
-  useEffect(()=>{ loadAll() },[])
+  useEffect(() => {
+    loadAll()
+  }, [activeProfile?.quality_filter_level])
 
   useEffect(() => {
     const t = location.state?.tab

frontend/src/pages/PilotVizPage.jsx

@@ -0,0 +1,45 @@
+import { useState } from 'react'
+import { FlaskConical } from 'lucide-react'
+import { Link } from 'react-router-dom'
+import { WidgetRenderer } from '../widgetSystem/dashboardWidgetRegistry'
+import { ensurePilotLabWidgetsRegistered } from '../widgetSystem/registerPilotLabWidgets'
+import { DEFAULT_LAB_LAYOUT } from '../widgetSystem/defaultLabLayout'
+
+/**
+ * Pilot-Übersicht nach Product-Spec (festes Standard-Layout).
+ * Nutzt dasselbe Widget-Rendering wie /app/dashboard-lab.
+ */
+export default function PilotVizPage() {
+  ensurePilotLabWidgetsRegistered()
+
+  const [refreshTick, setRefreshTick] = useState(0)
+  const requestRefresh = () => setRefreshTick((t) => t + 1)
+
+  return (
+    <div style={{ paddingBottom: 96, textAlign: 'left', maxWidth: 920, margin: '0 auto' }}>
+      <div style={{ marginBottom: 20 }}>
+        <Link
+          to="/settings"
+          className="btn btn-secondary"
+          style={{ display: 'inline-flex', marginBottom: 12, textDecoration: 'none' }}
+        >
+          ← Einstellungen
+        </Link>
+        <h1 className="page-title" style={{ display: 'flex', alignItems: 'center', gap: 10 }}>
+          <FlaskConical size={26} color="var(--accent)" />
+          Pilot: Übersicht
+        </h1>
+        <p style={{ fontSize: 13, color: 'var(--text2)', lineHeight: 1.6, marginTop: 8 }}>
+          Konfigurierbare Ziel-Übersicht (Test). Produktives Dashboard und Verlauf unverändert. Nach Speichern von
+          Gewicht oder Vitalwerten werden KPIs und Körperbereich neu geladen.
+        </p>
+      </div>
+
+      <WidgetRenderer
+        layout={DEFAULT_LAB_LAYOUT}
+        refreshTick={refreshTick}
+        requestRefresh={requestRefresh}
+      />
+    </div>
+  )
+}

frontend/src/pages/ProfileReferenceValuesPage.jsx

@@ -0,0 +1,716 @@
+import { useState, useEffect, useCallback } from 'react'
+import {
+  Gauge,
+  Pencil,
+  Trash2,
+  Plus,
+  TrendingUp,
+  TrendingDown,
+  Minus,
+  ArrowLeftRight,
+} from 'lucide-react'
+import { api } from '../utils/api'
+import {
+  labelSource,
+  labelMethod,
+  labelConfidence,
+  VALUE_DATA_TYPE_LABELS,
+  sortConfidenceKeys,
+} from '../utils/referenceValueMeta'
+
+const DEFAULT_FORM_META = {
+  source: 'manual_user',
+  method: 'direct_measurement',
+  confidence: 'medium',
+}
+
+function formatEntryValue(row) {
+  if (row.value_numeric != null && row.value_numeric !== '') {
+    const n = Number(row.value_numeric)
+    return Number.isFinite(n) ? String(n) : String(row.value_numeric)
+  }
+  return row.value_text != null ? String(row.value_text) : '–'
+}
+
+function buildValuePayload(selectedType, rawStr) {
+  const vdt = (selectedType?.value_data_type || 'decimal').toLowerCase()
+  const s = String(rawStr ?? '').trim()
+  if (vdt === 'integer' || vdt === 'decimal' || vdt === 'percentage') {
+    if (!s) {
+      return { error: 'Bitte einen Wert eingeben.', value_numeric: null, value_text: null }
+    }
+    const n = Number(s.replace(',', '.'))
+    if (Number.isNaN(n)) {
+      return { error: 'Bitte eine gültige Zahl eingeben.', value_numeric: null, value_text: null }
+    }
+    if (vdt === 'integer' && Math.abs(n - Math.round(n)) > 1e-9) {
+      return { error: 'Bitte eine ganze Zahl eingeben.', value_numeric: null, value_text: null }
+    }
+    return { error: null, value_numeric: n, value_text: null }
+  }
+  if (vdt === 'text' || vdt === 'enum') {
+    return { error: null, value_numeric: null, value_text: s }
+  }
+  return { error: null, value_numeric: null, value_text: s }
+}
+
+function formatNumericDelta(d, vdt) {
+  const v = (vdt || 'decimal').toLowerCase()
+  const sign = d > 0 ? '+' : '−'
+  let abs = Math.abs(d)
+  if (v === 'integer') {
+    return `${sign}${Math.round(abs)}`
+  }
+  let s = abs.toFixed(3)
+  s = s.replace(/(\.\d*?[1-9])0+$/, '$1').replace(/\.$/, '')
+  return `${sign}${s}`
+}
+
+/** Tendenz: jüngster vs. vorheriger Eintrag (gleiche Sortierung wie API). */
+function computeRefValueTrend(valueDataType, latest, previous) {
+  if (!latest || !previous) {
+    return { variant: 'none', label: null, Icon: null }
+  }
+  const vdt = (valueDataType || 'decimal').toLowerCase()
+  const numericTypes = ['integer', 'decimal', 'percentage']
+  if (numericTypes.includes(vdt)) {
+    const a = latest.value_numeric != null ? Number(latest.value_numeric) : NaN
+    const b = previous.value_numeric != null ? Number(previous.value_numeric) : NaN
+    if (!Number.isFinite(a) || !Number.isFinite(b)) {
+      return { variant: 'unknown', label: 'Tendenz n/v', Icon: Minus }
+    }
+    const d = a - b
+    if (Math.abs(d) < 1e-9) {
+      return { variant: 'flat', label: 'gleich', Icon: Minus }
+    }
+    if (d > 0) {
+      return { variant: 'up', label: formatNumericDelta(d, vdt), Icon: TrendingUp }
+    }
+    return { variant: 'down', label: formatNumericDelta(d, vdt), Icon: TrendingDown }
+  }
+  const sa = formatEntryValue(latest)
+  const sb = formatEntryValue(previous)
+  if (sa === sb) {
+    return { variant: 'flat', label: 'unverändert', Icon: Minus }
+  }
+  return { variant: 'changed', label: 'geändert', Icon: ArrowLeftRight }
+}
+
+function trendAccent(variant) {
+  if (variant === 'up') return 'var(--accent)'
+  if (variant === 'down') return 'var(--danger)'
+  if (variant === 'changed') return '#B45309'
+  return 'var(--text3)'
+}
+
+export default function ProfileReferenceValuesPage() {
+  const [types, setTypes] = useState([])
+  const [metaEnums, setMetaEnums] = useState({ sources: [], methods: [], confidence_levels: [] })
+  const [selectedKey, setSelectedKey] = useState('')
+  const [entries, setEntries] = useState([])
+  const [loading, setLoading] = useState(true)
+  const [listLoading, setListLoading] = useState(false)
+  const [summaryTiles, setSummaryTiles] = useState([])
+  const [error, setError] = useState(null)
+  const [editingId, setEditingId] = useState(null)
+  const [form, setForm] = useState({
+    effective_date: new Date().toISOString().split('T')[0],
+    value: '',
+    notes: '',
+    ...DEFAULT_FORM_META,
+  })
+
+  const selectedType = types.find((t) => t.key === selectedKey)
+
+  const loadTypes = useCallback(async () => {
+    try {
+      setLoading(true)
+      const [data, enums, summaryRes] = await Promise.all([
+        api.listReferenceValueTypes(),
+        api.listReferenceValueMetaEnums(),
+        api.listProfileReferenceValuesSummary().catch(() => ({ tiles: [] })),
+      ])
+      setTypes(Array.isArray(data) ? data : [])
+      setSummaryTiles(Array.isArray(summaryRes?.tiles) ? summaryRes.tiles : [])
+      setMetaEnums(
+        enums && typeof enums === 'object'
+          ? enums
+          : { sources: [], methods: [], confidence_levels: [] },
+      )
+      setError(null)
+    } catch (e) {
+      setError(e.message || 'Typen konnten nicht geladen werden')
+      setTypes([])
+      setSummaryTiles([])
+    } finally {
+      setLoading(false)
+    }
+  }, [])
+
+  const loadSummaryOnly = useCallback(async () => {
+    try {
+      const summaryRes = await api.listProfileReferenceValuesSummary()
+      setSummaryTiles(Array.isArray(summaryRes?.tiles) ? summaryRes.tiles : [])
+    } catch {
+      setSummaryTiles([])
+    }
+  }, [])
+
+  useEffect(() => {
+    loadTypes()
+  }, [loadTypes])
+
+  useEffect(() => {
+    if (types.length && !selectedKey) {
+      setSelectedKey(types[0].key)
+    }
+  }, [types, selectedKey])
+
+  const loadEntries = useCallback(async () => {
+    if (!selectedKey) return
+    try {
+      setListLoading(true)
+      const data = await api.listProfileReferenceValues(selectedKey)
+      setEntries(Array.isArray(data) ? data : [])
+      setError(null)
+    } catch (e) {
+      setError(e.message || 'Einträge konnten nicht geladen werden')
+      setEntries([])
+    } finally {
+      setListLoading(false)
+    }
+  }, [selectedKey])
+
+  useEffect(() => {
+    setEditingId(null)
+    loadEntries()
+  }, [loadEntries])
+
+  const resetForm = () => {
+    setEditingId(null)
+    setForm({
+      effective_date: new Date().toISOString().split('T')[0],
+      value: '',
+      notes: '',
+      ...DEFAULT_FORM_META,
+    })
+  }
+
+  const rules = selectedType?.validation_rules && typeof selectedType.validation_rules === 'object'
+    ? selectedType.validation_rules
+    : {}
+  const allowedEnum = Array.isArray(rules.allowed_values)
+    ? rules.allowed_values.map((x) => String(x).trim()).filter(Boolean)
+    : []
+  const textMaxLen = rules.max_length != null ? parseInt(String(rules.max_length), 10) : null
+  const vdt = (selectedType?.value_data_type || 'decimal').toLowerCase()
+
+  const renderValueField = () => {
+    if (!selectedType) return null
+    if (vdt === 'enum') {
+      if (!allowedEnum.length) {
+        return (
+          <p style={{ fontSize: 13, color: '#B45309', margin: 0 }}>
+            Für diesen Typ sind keine ENUM-Werte konfiguriert. Bitte einen Administrator informieren.
+          </p>
+        )
+      }
+      return (
+        <select
+          id="ref-value"
+          className="form-input"
+          required
+          value={form.value}
+          onChange={(e) => setForm((f) => ({ ...f, value: e.target.value }))}
+        >
+          <option value="">— bitte wählen —</option>
+          {allowedEnum.map((opt) => (
+            <option key={opt} value={opt}>
+              {opt}
+            </option>
+          ))}
+        </select>
+      )
+    }
+    if (vdt === 'integer') {
+      return (
+        <input
+          id="ref-value"
+          type="number"
+          step={1}
+          className="form-input"
+          required
+          value={form.value}
+          onChange={(e) => setForm((f) => ({ ...f, value: e.target.value }))}
+          placeholder="Ganze Zahl"
+        />
+      )
+    }
+    if (vdt === 'decimal' || vdt === 'percentage') {
+      return (
+        <input
+          id="ref-value"
+          type="number"
+          step="any"
+          className="form-input"
+          required
+          value={form.value}
+          onChange={(e) => setForm((f) => ({ ...f, value: e.target.value }))}
+          placeholder={vdt === 'percentage' ? 'z. B. 72.5' : 'Zahl'}
+        />
+      )
+    }
+    return (
+      <textarea
+        id="ref-value"
+        className="form-input"
+        rows={3}
+        required={!!rules.not_empty}
+        maxLength={Number.isFinite(textMaxLen) && textMaxLen > 0 ? textMaxLen : undefined}
+        value={form.value}
+        onChange={(e) => setForm((f) => ({ ...f, value: e.target.value }))}
+        placeholder="Freitext"
+      />
+    )
+  }
+
+  const handleSubmit = async (e) => {
+    e.preventDefault()
+    if (!selectedKey || !selectedType) return
+
+    const built = buildValuePayload(selectedType, form.value)
+    if (built.error) {
+      setError(built.error)
+      return
+    }
+    if (
+      (vdt === 'text' || vdt === 'enum') &&
+      rules.not_empty &&
+      !(built.value_text && String(built.value_text).trim())
+    ) {
+      setError('Bitte einen Text eingeben.')
+      return
+    }
+    if (
+      vdt === 'text' &&
+      Number.isFinite(textMaxLen) &&
+      textMaxLen > 0 &&
+      built.value_text &&
+      built.value_text.length > textMaxLen
+    ) {
+      setError(`Text zu lang (max. ${textMaxLen} Ze).`)
+      return
+    }
+
+    try {
+      setError(null)
+      const payload = {
+        reference_value_type_key: selectedKey,
+        effective_date: form.effective_date,
+        value_numeric: built.value_numeric,
+        value_text: built.value_text,
+        source: form.source,
+        method: form.method,
+        confidence: form.confidence,
+        notes: form.notes.trim() || null,
+      }
+      if (editingId) {
+        await api.updateProfileReferenceValue(editingId, {
+          effective_date: payload.effective_date,
+          value_numeric: payload.value_numeric,
+          value_text: payload.value_text,
+          source: payload.source,
+          method: payload.method,
+          confidence: payload.confidence,
+          notes: payload.notes,
+        })
+      } else {
+        await api.createProfileReferenceValue(payload)
+      }
+      resetForm()
+      await Promise.all([loadEntries(), loadSummaryOnly()])
+    } catch (err) {
+      setError(err.message || 'Speichern fehlgeschlagen')
+    }
+  }
+
+  const startEdit = (row) => {
+    setEditingId(row.id)
+    setForm({
+      effective_date: String(row.effective_date || '').slice(0, 10),
+      value: formatEntryValue(row),
+      notes: row.notes || '',
+      source: row.source || DEFAULT_FORM_META.source,
+      method: row.method || DEFAULT_FORM_META.method,
+      confidence: row.confidence || DEFAULT_FORM_META.confidence,
+    })
+  }
+
+  const handleDelete = async (id) => {
+    if (!confirm('Diesen Eintrag wirklich löschen?')) return
+    try {
+      setError(null)
+      await api.deleteProfileReferenceValue(id)
+      if (editingId === id) resetForm()
+      await Promise.all([loadEntries(), loadSummaryOnly()])
+    } catch (err) {
+      setError(err.message || 'Löschen fehlgeschlagen')
+    }
+  }
+
+  if (loading) {
+    return (
+      <div style={{ padding: 24, textAlign: 'center' }}>
+        <div className="spinner" />
+      </div>
+    )
+  }
+
+  return (
+    <div style={{ paddingBottom: 88, textAlign: 'left' }}>
+      <div style={{ marginBottom: 16 }}>
+        <h1 className="page-title" style={{ display: 'flex', alignItems: 'center', gap: 10 }}>
+          <Gauge size={26} color="var(--accent)" />
+          Referenzwerte
+        </h1>
+        <p style={{ fontSize: 14, color: 'var(--text2)', lineHeight: 1.6, marginTop: 8 }}>
+          Persönliche Kennwerte für das aktive Profil – historisch gespeichert. Der Datentyp und die Plausibilität
+          werden vom Administrator festgelegt; die Einheit ist fest und nicht änderbar.
+        </p>
+      </div>
+
+      {error && (
+        <div
+          className="card"
+          style={{
+            marginBottom: 16,
+            background: '#FCEBEB',
+            color: '#991B1B',
+            fontSize: 14,
+            border: '1px solid #FECACA',
+          }}
+        >
+          {error}
+        </div>
+      )}
+
+      {types.length === 0 ? (
+        <div className="card" style={{ textAlign: 'center', padding: 32 }}>
+          <p style={{ color: 'var(--text2)', margin: 0 }}>Keine Referenztypen definiert.</p>
+        </div>
+      ) : (
+        <>
+          {summaryTiles.filter((t) => t?.latest).length > 0 && (
+            <div className="card section-gap">
+              <div className="card-title">Aktuelle Werte</div>
+              <p style={{ fontSize: 13, color: 'var(--text2)', marginTop: 4, marginBottom: 14, lineHeight: 1.5 }}>
+                Übersicht aller Kennwerte mit gespeicherten Einträgen – Kachel antippen, um den Typ unten zu wählen.
+                Tendenz bezieht sich auf den Vergleich mit dem vorherigen Eintrag.
+              </p>
+              <div className="ref-value-tiles-grid">
+                {summaryTiles
+                  .filter((t) => t?.latest)
+                  .map((tile) => {
+                    const latest = tile.latest
+                    const trend = computeRefValueTrend(tile.value_data_type, latest, tile.previous)
+                    const TrendIcon = trend.Icon
+                    const active = tile.type_key === selectedKey
+                    return (
+                      <button
+                        key={tile.type_key}
+                        type="button"
+                        className={'ref-value-tile' + (active ? ' ref-value-tile--active' : '')}
+                        onClick={() => {
+                          setSelectedKey(tile.type_key)
+                          setEditingId(null)
+                        }}
+                      >
+                        <div
+                          style={{
+                            fontSize: 12,
+                            fontWeight: 600,
+                            color: 'var(--text2)',
+                            marginBottom: 6,
+                            lineHeight: 1.3,
+                          }}
+                        >
+                          {tile.type_label}
+                        </div>
+                        <div
+                          style={{
+                            fontSize: 22,
+                            fontWeight: 700,
+                            color: 'var(--text1)',
+                            lineHeight: 1.2,
+                            letterSpacing: '-0.02em',
+                          }}
+                        >
+                          {formatEntryValue(latest)}
+                          {latest.unit ? (
+                            <span
+                              style={{
+                                fontSize: 14,
+                                fontWeight: 600,
+                                color: 'var(--text2)',
+                                marginLeft: 6,
+                              }}
+                            >
+                              {latest.unit}
+                            </span>
+                          ) : null}
+                        </div>
+                        <div style={{ fontSize: 11, color: 'var(--text3)', marginTop: 6 }}>
+                          Stand {String(latest.effective_date || '').slice(0, 10)}
+                        </div>
+                        {trend.variant !== 'none' && TrendIcon ? (
+                          <div
+                            style={{
+                              display: 'flex',
+                              alignItems: 'center',
+                              gap: 6,
+                              marginTop: 8,
+                              fontSize: 12,
+                              color: trendAccent(trend.variant),
+                              fontWeight: 500,
+                            }}
+                          >
+                            <TrendIcon size={15} strokeWidth={2.25} aria-hidden />
+                            <span>
+                              {trend.label}
+                              <span style={{ color: 'var(--text3)', fontWeight: 400 }}> · ggü. Vorwert</span>
+                            </span>
+                          </div>
+                        ) : null}
+                      </button>
+                    )
+                  })}
+              </div>
+            </div>
+          )}
+
+          <div className="card section-gap">
+            <div className="card-title">Referenztyp</div>
+            <div className="settings-page__field" style={{ borderBottom: 'none', paddingTop: 0 }}>
+              <label className="settings-page__field-label" htmlFor="ref-type-select">
+                Wähle einen Kennwert
+              </label>
+              <select
+                id="ref-type-select"
+                className="form-input"
+                value={selectedKey}
+                onChange={(e) => {
+                  setSelectedKey(e.target.value)
+                  setEditingId(null)
+                }}
+              >
+                {types.map((t) => (
+                  <option key={t.key} value={t.key}>
+                    {t.label}
+                  </option>
+                ))}
+              </select>
+            </div>
+            {selectedType?.description && (
+              <p style={{ fontSize: 13, color: 'var(--text2)', marginTop: 10, lineHeight: 1.5 }}>
+                {selectedType.description}
+              </p>
+            )}
+            {selectedType && (
+              <p style={{ fontSize: 12, color: 'var(--text3)', marginTop: 8 }}>
+                Datentyp:{' '}
+                <strong>{VALUE_DATA_TYPE_LABELS[vdt] || vdt}</strong>
+                {selectedType.category ? (
+                  <>
+                    {' '}
+                    · Kategorie: <strong>{selectedType.category}</strong>
+                  </>
+                ) : null}
+              </p>
+            )}
+          </div>
+
+          <div className="card section-gap">
+            <div className="card-title" style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+              <Plus size={16} />
+              {editingId ? 'Eintrag bearbeiten' : 'Neuer Eintrag'}
+            </div>
+            <form onSubmit={handleSubmit}>
+              <div className="settings-page__field">
+                <label className="settings-page__field-label" htmlFor="ref-date">
+                  Datum
+                </label>
+                <input
+                  id="ref-date"
+                  type="date"
+                  className="form-input"
+                  required
+                  value={form.effective_date}
+                  onChange={(e) => setForm((f) => ({ ...f, effective_date: e.target.value }))}
+                />
+              </div>
+              <div className="settings-page__field">
+                <label className="settings-page__field-label" htmlFor="ref-value">
+                  Wert
+                </label>
+                {renderValueField()}
+              </div>
+              <div className="settings-page__field">
+                <span className="settings-page__field-label">Einheit (vom Typ, nicht änderbar)</span>
+                <div
+                  className="form-input"
+                  style={{
+                    background: 'var(--surface)',
+                    color: 'var(--text2)',
+                    cursor: 'default',
+                  }}
+                >
+                  {selectedType?.default_unit?.trim() ? selectedType.default_unit : '— nicht gesetzt —'}
+                </div>
+              </div>
+              <div className="settings-page__field">
+                <label className="settings-page__field-label" htmlFor="ref-source">
+                  Quelle
+                </label>
+                <select
+                  id="ref-source"
+                  className="form-input"
+                  required
+                  value={form.source}
+                  onChange={(e) => setForm((f) => ({ ...f, source: e.target.value }))}
+                >
+                  {(metaEnums.sources || []).map((k) => (
+                    <option key={k} value={k}>
+                      {labelSource(k)}
+                    </option>
+                  ))}
+                </select>
+              </div>
+              <div className="settings-page__field">
+                <label className="settings-page__field-label" htmlFor="ref-method">
+                  Methode
+                </label>
+                <select
+                  id="ref-method"
+                  className="form-input"
+                  required
+                  value={form.method}
+                  onChange={(e) => setForm((f) => ({ ...f, method: e.target.value }))}
+                >
+                  {(metaEnums.methods || []).map((k) => (
+                    <option key={k} value={k}>
+                      {labelMethod(k)}
+                    </option>
+                  ))}
+                </select>
+              </div>
+              <div className="settings-page__field">
+                <label className="settings-page__field-label" htmlFor="ref-confidence">
+                  Vertrauensgrad
+                </label>
+                <select
+                  id="ref-confidence"
+                  className="form-input"
+                  required
+                  value={form.confidence}
+                  onChange={(e) => setForm((f) => ({ ...f, confidence: e.target.value }))}
+                >
+                  {sortConfidenceKeys(metaEnums.confidence_levels || []).map((k) => (
+                    <option key={k} value={k}>
+                      {labelConfidence(k)}
+                    </option>
+                  ))}
+                </select>
+              </div>
+              <div className="settings-page__field" style={{ borderBottom: 'none' }}>
+                <label className="settings-page__field-label" htmlFor="ref-notes">
+                  Notiz (optional)
+                </label>
+                <textarea
+                  id="ref-notes"
+                  className="form-input"
+                  rows={3}
+                  value={form.notes}
+                  onChange={(e) => setForm((f) => ({ ...f, notes: e.target.value }))}
+                  placeholder="Zusatzkontext …"
+                />
+              </div>
+              <div style={{ display: 'flex', flexDirection: 'column', gap: 8, marginTop: 8 }}>
+                <button type="submit" className="btn btn-primary btn-full" disabled={vdt === 'enum' && !allowedEnum.length}>
+                  {editingId ? 'Speichern' : 'Hinzufügen'}
+                </button>
+                {editingId && (
+                  <button type="button" className="btn btn-secondary btn-full" onClick={resetForm}>
+                    Abbrechen
+                  </button>
+                )}
+              </div>
+            </form>
+          </div>
+
+          <div className="card section-gap">
+            <div className="card-title">Verlauf</div>
+            {listLoading ? (
+              <div style={{ textAlign: 'center', padding: 20 }}>
+                <div className="spinner" />
+              </div>
+            ) : entries.length === 0 ? (
+              <p style={{ color: 'var(--text2)', fontSize: 14, margin: 0 }}>
+                Noch keine Einträge für diesen Typ. Lege oben einen ersten Wert an.
+              </p>
+            ) : (
+              <div style={{ overflowX: 'auto' }}>
+                <table style={{ width: '100%', borderCollapse: 'collapse', fontSize: 13 }}>
+                  <thead>
+                    <tr style={{ textAlign: 'left', borderBottom: '1px solid var(--border)', color: 'var(--text2)' }}>
+                      <th style={{ padding: '8px 6px' }}>Datum</th>
+                      <th style={{ padding: '8px 6px' }}>Wert</th>
+                      <th style={{ padding: '8px 6px' }}>Einh.</th>
+                      <th style={{ padding: '8px 6px' }}>Quelle</th>
+                      <th style={{ padding: '8px 6px' }}>Methode</th>
+                      <th style={{ padding: '8px 6px' }}>Vertr.</th>
+                      <th style={{ padding: '8px 6px', width: 96 }} />
+                    </tr>
+                  </thead>
+                  <tbody>
+                    {entries.map((row) => (
+                      <tr key={row.id} style={{ borderBottom: '1px solid var(--border)' }}>
+                        <td style={{ padding: '10px 6px', whiteSpace: 'nowrap' }}>
+                          {String(row.effective_date || '').slice(0, 10)}
+                        </td>
+                        <td style={{ padding: '10px 6px' }}>{formatEntryValue(row)}</td>
+                        <td style={{ padding: '10px 6px', color: 'var(--text2)' }}>{row.unit}</td>
+                        <td style={{ padding: '10px 6px' }}>{labelSource(row.source)}</td>
+                        <td style={{ padding: '10px 6px' }}>{labelMethod(row.method)}</td>
+                        <td style={{ padding: '10px 6px' }}>{labelConfidence(row.confidence)}</td>
+                        <td style={{ padding: '6px', textAlign: 'right' }}>
+                          <button
+                            type="button"
+                            className="btn btn-secondary"
+                            style={{ padding: '6px 10px', marginRight: 6 }}
+                            title="Bearbeiten"
+                            onClick={() => startEdit(row)}
+                          >
+                            <Pencil size={14} />
+                          </button>
+                          <button
+                            type="button"
+                            className="btn btn-secondary"
+                            style={{ padding: '6px 10px', color: 'var(--danger)' }}
+                            title="Löschen"
+                            onClick={() => handleDelete(row.id)}
+                          >
+                            <Trash2 size={14} />
+                          </button>
+                        </td>
+                      </tr>
+                    ))}
+                  </tbody>
+                </table>
+              </div>
+            )}
+          </div>
+        </>
+      )}
+    </div>
+  )
+}

frontend/src/pages/SettingsPage.jsx

@@ -1,5 +1,5 @@
 import { useState, useEffect } from 'react'
-import { Save, Download, Upload, Check, LogOut, Key, BarChart3, Target } from 'lucide-react'
+import { Save, Download, Upload, Check, LogOut, Key, BarChart3, Target, LayoutGrid, LayoutDashboard } from 'lucide-react'
 import { Link } from 'react-router-dom'
 import { useProfile } from '../context/ProfileContext'
 import { useAuth } from '../context/AuthContext'
@@ -428,6 +428,23 @@ export default function SettingsPage() {
         </button>
       </div>
 
+      <div className="card section-gap">
+        <div className="card-title" style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+          <LayoutDashboard size={15} color="var(--accent)" /> Startseite (Übersicht)
+        </div>
+        <p style={{ fontSize: 13, color: 'var(--text2)', marginBottom: 12, lineHeight: 1.6 }}>
+          Kacheln wählen und sortieren. Es wird nur dein persönliches Layout gespeichert – der App-Standard für neue
+          Nutzer wird dadurch nicht überschrieben.
+        </p>
+        <Link
+          to="/settings/dashboard-layout"
+          className="btn btn-primary btn-full"
+          style={{ textAlign: 'center', textDecoration: 'none', boxSizing: 'border-box' }}
+        >
+          Übersicht anpassen
+        </Link>
+      </div>
+
       <div className="card section-gap">
         <div className="card-title" style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
           <Target size={15} color="var(--accent)" /> Strategische Ziele
@@ -441,6 +458,44 @@ export default function SettingsPage() {
         </Link>
       </div>
 
+      <div
+        className="card section-gap"
+        style={{ borderStyle: 'dashed', borderColor: 'var(--border2)', background: 'var(--surface2)' }}
+      >
+        <div className="card-title" style={{ fontSize: 14 }}>
+          Pilot: Visualisierungs-Module
+        </div>
+        <p style={{ fontSize: 12, color: 'var(--text2)', marginBottom: 12, lineHeight: 1.5 }}>
+          Ziel-Übersicht-Pilot: Schnelleingabe, KPIs, Körper-Chart, Aktivität. Die reguläre Übersicht konfigurierst du
+          unter <strong>Übersicht anpassen</strong> oben.
+        </p>
+        <div style={{ display: 'flex', flexDirection: 'column', gap: 8 }}>
+          <Link
+            to="/pilot/viz"
+            className="btn btn-secondary btn-full"
+            style={{ textAlign: 'center', textDecoration: 'none', boxSizing: 'border-box' }}
+          >
+            Pilot öffnen
+          </Link>
+          <Link
+            to="/app/dashboard-lab"
+            className="btn btn-secondary btn-full"
+            style={{
+              textAlign: 'center',
+              textDecoration: 'none',
+              boxSizing: 'border-box',
+              display: 'flex',
+              alignItems: 'center',
+              justifyContent: 'center',
+              gap: 8,
+            }}
+          >
+            <LayoutGrid size={18} />
+            Dashboard-Lab (Layout API)
+          </Link>
+        </div>
+      </div>
+
       {/* Auth actions */}
       <div className="card section-gap">
         <div className="card-title">🔐 Konto</div>

frontend/src/pilot/pilotChartUtils.js

@@ -0,0 +1,16 @@
+import dayjs from 'dayjs'
+
+/** Gleiche Logik wie History.jsx für rollierende Mittel */
+export function rollingAvg(arr, key, window = 7) {
+  return arr.map((d, i) => {
+    const s = arr
+      .slice(Math.max(0, i - window + 1), i + 1)
+      .map((x) => x[key])
+      .filter((v) => v != null)
+    return s.length
+      ? { ...d, [`${key}_avg`]: Math.round((s.reduce((a, b) => a + b, 0) / s.length) * 10) / 10 }
+      : d
+  })
+}
+
+export const fmtDate = (d) => dayjs(d).format('DD.MM')

frontend/src/utils/api.js

@@ -5,6 +5,36 @@ export function setProfileId(id) { _profileId = id }
 
 const BASE = '/api'
 
+/**
+ * FastAPI-Fehler: `detail` kann String, Objekt oder Validierungs-Array sein.
+ */
+export function formatFastApiDetail(detail, fallback = '') {
+  if (detail == null || detail === '') {
+    return fallback || 'Anfrage fehlgeschlagen'
+  }
+  if (typeof detail === 'string') {
+    return detail
+  }
+  if (Array.isArray(detail)) {
+    const parts = detail.map((e) => {
+      if (typeof e === 'string') return e
+      if (e && typeof e === 'object') {
+        const loc = Array.isArray(e.loc) ? e.loc.filter((x) => x != null && x !== '').join('.') : ''
+        const msg = e.msg || e.message || ''
+        if (loc && msg) return `${loc}: ${msg}`
+        return msg || loc || ''
+      }
+      return String(e)
+    }).filter(Boolean)
+    return parts.length ? parts.join(' · ') : fallback || 'Validierungsfehler'
+  }
+  if (typeof detail === 'object') {
+    if (typeof detail.msg === 'string') return detail.msg
+    if (typeof detail.message === 'string') return detail.message
+  }
+  return fallback || 'Anfrage fehlgeschlagen'
+}
+
 function hdrs(extra={}) {
   const h = {...extra}
   if (_profileId) h['X-Profile-Id'] = _profileId
@@ -16,14 +46,14 @@ function hdrs(extra={}) {
 async function req(path, opts={}) {
   const res = await fetch(BASE+path, {...opts, headers:hdrs(opts.headers||{})})
   if (!res.ok) {
-    const err = await res.text()
-    // Try to parse JSON error with detail field
+    const errText = await res.text()
+    let parsed = null
     try {
-      const parsed = JSON.parse(err)
-      throw new Error(parsed.detail || err)
+      parsed = JSON.parse(errText)
     } catch {
-      throw new Error(err)
+      throw new Error(errText.trim() || `HTTP ${res.status}`)
     }
+    throw new Error(formatFastApiDetail(parsed.detail, errText.trim() || `HTTP ${res.status}`))
   }
   return res.json()
 }
@@ -40,6 +70,41 @@ export const api = {
   getProfile:    ()      => req('/profile'),
   updateActiveProfile:(d)=> req('/profile', jput(d)),
 
+  // App-Bereich: Dashboard-Lab (Layout JSON, Issue #65) + Widget-Katalog
+  getAppWidgetsCatalog: () => req('/app/widgets/catalog'),
+  getAppDashboardLayout: () => req('/app/dashboard-layout'),
+  putAppDashboardLayout: (layout) => req('/app/dashboard-layout', jput(layout)),
+  resetAppDashboardLayout: () => req('/app/dashboard-layout/reset', { method: 'POST' }),
+
+  adminGetWidgetsCatalogFull: () => req('/admin/widgets/catalog-full'),
+  adminGetDashboardProductDefault: () => req('/admin/dashboard-product-default'),
+  adminPutDashboardProductDefault: (layout) =>
+    req('/admin/dashboard-product-default', jput(layout)),
+  adminDeleteDashboardProductDefault: () =>
+    req('/admin/dashboard-product-default', { method: 'DELETE' }),
+
+  // Persönliche Referenzwerte (Profil, historisch)
+  listReferenceValueTypes: () => req('/reference-value-types'),
+  listReferenceValueMetaEnums: () => req('/reference-value-meta/enums'),
+  listProfileReferenceValues: (typeKey) =>
+    req(`/profile-reference-values?type_key=${encodeURIComponent(typeKey)}`),
+  listProfileReferenceValuesSummary: () => req('/profile-reference-values/summary'),
+  createProfileReferenceValue: (d) => req('/profile-reference-values', json(d)),
+  updateProfileReferenceValue: (id, d) => req(`/profile-reference-values/${id}`, jput(d)),
+  deleteProfileReferenceValue: (id) => req(`/profile-reference-values/${id}`, { method: 'DELETE' }),
+
+  // Admin: Referenzwert-Typen (Katalog)
+  adminListReferenceValueTypes: () => req('/admin/reference-value-types'),
+  adminCreateReferenceValueType: (d) => req('/admin/reference-value-types', json(d)),
+  adminUpdateReferenceValueType: (id, d) => req(`/admin/reference-value-types/${id}`, jput(d)),
+  adminDeleteReferenceValueType: (id) => req(`/admin/reference-value-types/${id}`, { method: 'DELETE' }),
+  adminReorderReferenceValueTypes: (orderedIds) =>
+    req('/admin/reference-value-types/reorder', {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ ordered_ids: orderedIds }),
+    }),
+
   // Weight
   listWeight:   (l=365)  => req(`/weight?limit=${l}`),
   upsertWeight: (date,weight,note='') => req('/weight',json({date,weight,note})),
@@ -60,7 +125,12 @@ export const api = {
   deleteCaliper: (id)    => req(`/caliper/${id}`,{method:'DELETE'}),
 
   // Activity
-  listActivity:   (l=200)=> req(`/activity?limit=${l}`),
+  /** @param {number} [limit=200] @param {number} [days] nur Einträge ab HEUTE−days (Kalendertage), backend-filtert */
+  listActivity:   (limit=200, days)=> {
+    const q = new URLSearchParams({ limit: String(limit) })
+    if (days != null && days !== '') q.set('days', String(days))
+    return req(`/activity?${q}`)
+  },
   createActivity: (d)    => req('/activity',json(d)),
   updateActivity: (id,d) => req(`/activity/${id}`,jput(d)),
   deleteActivity: (id)   => req(`/activity/${id}`,{method:'DELETE'}),
@@ -70,7 +140,7 @@ export const api = {
   importActivityCsv: async(file)=>{
     const fd=new FormData();fd.append('file',file)
     const r=await fetch(`${BASE}/activity/import-csv`,{method:'POST',body:fd,headers:hdrs()})
-    const d=await r.json();if(!r.ok)throw new Error(d.detail||JSON.stringify(d));return d
+    const d=await r.json();if(!r.ok)throw new Error(formatFastApiDetail(d.detail, JSON.stringify(d)));return d
   },
 
   // Photos
@@ -88,7 +158,7 @@ export const api = {
   importCsv: async(file)=>{
     const fd=new FormData();fd.append('file',file)
     const r=await fetch(`${BASE}/nutrition/import-csv`,{method:'POST',body:fd,headers:hdrs()})
-    const d=await r.json();if(!r.ok)throw new Error(d.detail||JSON.stringify(d));return d
+    const d=await r.json();if(!r.ok)throw new Error(formatFastApiDetail(d.detail, JSON.stringify(d)));return d
   },
   listNutrition:          (l=365) => req(`/nutrition?limit=${l}`),
   nutritionCorrelations:  ()      => req('/nutrition/correlations'),
@@ -375,6 +445,9 @@ export const api = {
   getUserFocusPreferences:   ()   => req('/focus-areas/user-preferences'),
   updateUserFocusPreferences: (d) => req('/focus-areas/user-preferences', jput(d)),
   getFocusAreaStats:         ()   => req('/focus-areas/stats'),
+  listFocusAreaUsageTypes:   ()   => req('/focus-areas/usage-types'),
+  setFocusAreaUsageTypes:    (id, usageTypeKeys) =>
+    req(`/focus-areas/definitions/${id}/usage-types`, jput({ usage_type_keys: usageTypeKeys })),
 
   // Chart Endpoints (Phase 0c - Phase 1: Nutrition + Recovery)
   // Nutrition Charts (E1-E5)

frontend/src/utils/referenceValueMeta.js

@@ -0,0 +1,59 @@
+/** Labels für Referenzwert-Metadaten (Erfassung). */
+
+export const REF_SOURCE_LABELS = {
+  manual_user: 'Manuell (Nutzer)',
+  manual_admin: 'Manuell (Admin)',
+  import_device: 'Import Gerät',
+  import_app: 'Import App',
+  derived_system: 'Abgeleitet (System)',
+  estimated_system: 'Geschätzt (System)',
+  test_entry: 'Testeintrag',
+}
+
+export const REF_METHOD_LABELS = {
+  direct_measurement: 'Direkte Messung',
+  lab_test: 'Labortest',
+  field_test: 'Feldtest',
+  questionnaire: 'Fragebogen',
+  formula_estimation: 'Formel-Schätzung',
+  trend_analysis: 'Trendanalyse',
+  device_algorithm: 'Geräte-Algorithmus',
+  manual_assessment: 'Manuelle Einschätzung',
+  imported_external: 'Extern importiert',
+  unknown: 'Unbekannt',
+}
+
+export const REF_CONFIDENCE_LABELS = {
+  high: 'Hoch',
+  medium: 'Mittel',
+  low: 'Niedrig',
+  unknown: 'Unbekannt',
+}
+
+/** Reihenfolge für Dropdowns (nicht alphabetisch) */
+export const REF_CONFIDENCE_ORDER = ['high', 'medium', 'low', 'unknown']
+
+export function sortConfidenceKeys(keys) {
+  if (!Array.isArray(keys)) return []
+  const known = REF_CONFIDENCE_ORDER.filter((k) => keys.includes(k))
+  const rest = [...keys].filter((k) => !REF_CONFIDENCE_ORDER.includes(k)).sort()
+  return [...known, ...rest]
+}
+
+export function labelSource(k) {
+  return REF_SOURCE_LABELS[k] || k || '–'
+}
+export function labelMethod(k) {
+  return REF_METHOD_LABELS[k] || k || '–'
+}
+export function labelConfidence(k) {
+  return REF_CONFIDENCE_LABELS[k] || k || '–'
+}
+
+export const VALUE_DATA_TYPE_LABELS = {
+  integer: 'Ganzzahl',
+  decimal: 'Dezimalzahl',
+  percentage: 'Prozent',
+  text: 'Text',
+  enum: 'Auswahl (ENUM)',
+}

frontend/src/widgetSystem/KpiBoardConfigEditor.jsx

@@ -0,0 +1,153 @@
+import { useEffect, useMemo, useState } from 'react'
+import { ChevronDown, ChevronUp } from 'lucide-react'
+import { api } from '../utils/api'
+import { KPI_KCAL_WINDOW_DEFAULT } from './bodyChartDays'
+import { KPI_TILE_AVG_KCAL, KPI_TILE_BODY_FAT, REF_TILE_PREFIX } from './kpiBoardTiles'
+
+/**
+ * @param {{ tiles: { id: string }[] | undefined, onChange: (next: { id: string }[] | undefined) => void }} props
+ * undefined tiles = automatisch (kein config.tiles)
+ */
+export default function KpiBoardConfigEditor({ tiles, onChange }) {
+  const [catalog, setCatalog] = useState([])
+
+  useEffect(() => {
+    let ok = true
+    api
+      .listProfileReferenceValuesSummary()
+      .then((s) => {
+        if (!ok) return
+        /** @type {{ id: string, label: string }[]} */
+        const opts = [
+          { id: KPI_TILE_BODY_FAT, label: 'Körperfett (Caliper)' },
+          { id: KPI_TILE_AVG_KCAL, label: `Ø Kalorien (${KPI_KCAL_WINDOW_DEFAULT} Tage)` },
+        ]
+        const list = Array.isArray(s?.tiles) ? s.tiles : []
+        for (const t of list) {
+          if (t?.type_key) {
+            opts.push({
+              id: `${REF_TILE_PREFIX}${t.type_key}`,
+              label: t.type_label || t.type_key,
+            })
+          }
+        }
+        setCatalog(opts)
+      })
+      .catch(() => {
+        if (ok) setCatalog([])
+      })
+    return () => {
+      ok = false
+    }
+  }, [])
+
+  const labelById = useMemo(() => Object.fromEntries(catalog.map((c) => [c.id, c.label])), [catalog])
+
+  const ordered = Array.isArray(tiles) ? tiles : []
+
+  const toggle = (id, checked) => {
+    if (checked) {
+      if (ordered.some((t) => t.id === id) || ordered.length >= 9) return
+      onChange([...ordered, { id }])
+    } else {
+      const next = ordered.filter((t) => t.id !== id)
+      onChange(next.length ? next : [])
+    }
+  }
+
+  const move = (index, delta) => {
+    const j = index + delta
+    if (j < 0 || j >= ordered.length) return
+    const next = [...ordered]
+    const tmp = next[index]
+    next[index] = next[j]
+    next[j] = tmp
+    onChange(next)
+  }
+
+  return (
+    <div style={{ marginTop: 10, marginLeft: 28 }}>
+      <div style={{ fontSize: 12, color: 'var(--text2)', marginBottom: 8, lineHeight: 1.5 }}>
+        <strong>KPI-Kacheln:</strong> wählen und sortieren (max. 9). Ohne Auswahl oder „Automatisch“ =
+        bisherige automatische Belegung.
+      </div>
+      <button
+        type="button"
+        className="btn btn-secondary"
+        style={{ marginBottom: 10, fontSize: 12, padding: '6px 12px' }}
+        onClick={() => onChange(undefined)}
+      >
+        Automatisch (wie bisher)
+      </button>
+      {ordered.length > 0 && (
+        <div style={{ marginBottom: 12 }}>
+          <div style={{ fontSize: 11, fontWeight: 600, color: 'var(--text3)', marginBottom: 6 }}>
+            Reihenfolge (oben zuerst)
+          </div>
+          <ul style={{ listStyle: 'none', padding: 0, margin: 0 }}>
+            {ordered.map((t, idx) => (
+              <li
+                key={`${t.id}-${idx}`}
+                style={{
+                  display: 'flex',
+                  alignItems: 'center',
+                  gap: 8,
+                  padding: '6px 0',
+                  borderBottom: '1px solid var(--border)',
+                  fontSize: 13,
+                }}
+              >
+                <span style={{ flex: 1 }}>{labelById[t.id] || t.id}</span>
+                <button
+                  type="button"
+                  className="btn btn-secondary"
+                  style={{ padding: '4px 8px' }}
+                  aria-label="Nach oben"
+                  onClick={() => move(idx, -1)}
+                >
+                  <ChevronUp size={16} />
+                </button>
+                <button
+                  type="button"
+                  className="btn btn-secondary"
+                  style={{ padding: '4px 8px' }}
+                  aria-label="Nach unten"
+                  onClick={() => move(idx, 1)}
+                >
+                  <ChevronDown size={16} />
+                </button>
+              </li>
+            ))}
+          </ul>
+        </div>
+      )}
+      <div
+        style={{
+          display: 'grid',
+          gridTemplateColumns: 'repeat(auto-fill, minmax(220px, 1fr))',
+          gap: 8,
+          maxHeight: 220,
+          overflowY: 'auto',
+          padding: 8,
+          background: 'var(--surface)',
+          borderRadius: 8,
+          border: '1px solid var(--border)',
+        }}
+      >
+        {catalog.map((c) => (
+          <label
+            key={c.id}
+            style={{ display: 'flex', alignItems: 'center', gap: 8, fontSize: 12, cursor: 'pointer' }}
+          >
+            <input
+              type="checkbox"
+              checked={ordered.some((t) => t.id === c.id)}
+              onChange={(e) => toggle(c.id, e.target.checked)}
+            />
+            <span>{c.label}</span>
+          </label>
+        ))}
+      </div>
+    </div>
+  )
+}

frontend/src/widgetSystem/QuickCaptureConfigEditor.jsx

@@ -0,0 +1,67 @@
+/**
+ * Sichtbarkeit der Teile im Schnelleingabe-Widget (Dashboard-Lab).
+ * Default: alle sichtbar (leeres config).
+ */
+const KEYS = [
+  { key: 'show_weight', label: 'Gewicht' },
+  { key: 'show_resting_hr', label: 'Ruhepuls' },
+  { key: 'show_hrv', label: 'HRV' },
+  { key: 'show_vo2_max', label: 'VO₂max' },
+]
+
+function mergeFromConfig(config) {
+  const c = config || {}
+  return {
+    show_weight: c.show_weight !== false,
+    show_resting_hr: c.show_resting_hr !== false,
+    show_hrv: c.show_hrv !== false,
+    show_vo2_max: c.show_vo2_max !== false,
+  }
+}
+
+/** @param {{ config: Record<string, unknown>, onChange: (next: Record<string, boolean>) => void }} props */
+export default function QuickCaptureConfigEditor({ config, onChange }) {
+  const vis = mergeFromConfig(config)
+
+  const setKey = (k, checked) => {
+    const next = { ...vis, [k]: checked }
+    if (!next.show_weight && !next.show_resting_hr && !next.show_hrv && !next.show_vo2_max) {
+      return
+    }
+    const stored = {}
+    for (const { key } of KEYS) {
+      if (!next[key]) stored[key] = false
+    }
+    onChange(stored)
+  }
+
+  const resetAllVisible = () => onChange({})
+
+  return (
+    <div style={{ marginTop: 10, marginLeft: 28 }}>
+      <div style={{ fontSize: 12, color: 'var(--text2)', marginBottom: 8, lineHeight: 1.5 }}>
+        <strong>Schnelleingabe:</strong> welche Bereiche angezeigt werden. Ohne Eintrag = alles sichtbar.
+      </div>
+      <div style={{ display: 'flex', flexDirection: 'column', gap: 6 }}>
+        {KEYS.map(({ key, label }) => (
+          <label key={key} style={{ display: 'flex', alignItems: 'center', gap: 8, fontSize: 13, cursor: 'pointer' }}>
+            <input
+              type="checkbox"
+              checked={vis[key]}
+              onChange={(e) => setKey(key, e.target.checked)}
+            />
+            <span>{label}</span>
+          </label>
+        ))}
+      </div>
+      <button
+        type="button"
+        className="btn btn-secondary"
+        style={{ marginTop: 10, fontSize: 12, padding: '6px 12px' }}
+        onClick={resetAllVisible}
+      >
+        Alle einblenden (Standard)
+      </button>
+    </div>
+  )
+}

frontend/src/widgetSystem/WidgetErrorBoundary.jsx

@@ -0,0 +1,51 @@
+import { Component } from 'react'
+
+/**
+ * Verhindert, dass ein fehlerhaftes Dashboard-Widget die ganze Seite mitreißt.
+ */
+export default class WidgetErrorBoundary extends Component {
+  constructor(props) {
+    super(props)
+    this.state = { error: null }
+  }
+
+  static getDerivedStateFromError(error) {
+    return { error }
+  }
+
+  render() {
+    if (this.state.error) {
+      const msg =
+        this.state.error && typeof this.state.error === 'object' && 'message' in this.state.error
+          ? String(this.state.error.message)
+          : String(this.state.error)
+      return (
+        <div
+          className="card section-gap"
+          style={{ marginBottom: 16, borderColor: 'var(--danger, #D85A30)' }}
+        >
+          <div className="card-title" style={{ color: 'var(--danger, #D85A30)' }}>
+            Widget-Fehler
+          </div>
+          <p style={{ fontSize: 12, color: 'var(--text2)', margin: '4px 0 8px' }}>
+            <code>{this.props.widgetId}</code>
+          </p>
+          <pre
+            style={{
+              fontSize: 11,
+              overflow: 'auto',
+              margin: 0,
+              padding: 8,
+              background: 'var(--surface2)',
+              borderRadius: 8,
+              color: 'var(--text2)',
+            }}
+          >
+            {msg}
+          </pre>
+        </div>
+      )
+    }
+    return this.props.children
+  }
+}

frontend/src/widgetSystem/bodyChartDays.js

@@ -0,0 +1,13 @@
+/** Körper-/Aktivitäts-Chart: gültiger Bereich (sync mit backend dashboard_widget_config). */
+export const BODY_CHART_DAYS_MIN = 7
+export const BODY_CHART_DAYS_MAX = 90
+export const BODY_CHART_DAYS_DEFAULT = 30
+
+export function normalizeBodyChartDays(raw) {
+  const n = Number(raw)
+  if (!Number.isFinite(n)) return BODY_CHART_DAYS_DEFAULT
+  return Math.min(BODY_CHART_DAYS_MAX, Math.max(BODY_CHART_DAYS_MIN, Math.round(n)))
+}
+
+/** KPI-Board Ø-Kalorien: festes Analysefenster (nicht mehr über Layout-Config). */
+export const KPI_KCAL_WINDOW_DEFAULT = 7

frontend/src/widgetSystem/dashboardWidgetRegistry.jsx

@@ -0,0 +1,83 @@
+import WidgetErrorBoundary from './WidgetErrorBoundary'
+
+/**
+ * @typedef {object} LayoutWidgetEntry
+ * @property {string} id
+ * @property {boolean} enabled
+ * @property {Record<string, unknown>} [config]
+ */
+/**
+ * @typedef {{ refreshTick: number, requestRefresh: () => void, layoutEntry: LayoutWidgetEntry }} WidgetRenderContext
+ */
+
+const registry = new Map()
+
+/**
+ * @param {{ id: string, Component: import('react').ComponentType<any>, mapProps?: (ctx: WidgetRenderContext) => Record<string, unknown> }} spec
+ */
+export function registerDashboardWidget(spec) {
+  if (!spec?.id || !spec?.Component) {
+    console.warn('registerDashboardWidget: id und Component erforderlich', spec)
+    return
+  }
+  registry.set(spec.id, spec)
+}
+
+export function getRegisteredWidgetIds() {
+  return [...registry.keys()]
+}
+
+export function clearDashboardWidgetRegistry() {
+  registry.clear()
+}
+
+/**
+ * Nur für Tests: Registry neu füllen.
+ */
+export function __resetDashboardWidgetRegistryForTests() {
+  registry.clear()
+}
+
+/**
+ * @param {string} id
+ * @param {WidgetRenderContext} ctx
+ */
+export function renderRegisteredWidget(id, ctx) {
+  const spec = registry.get(id)
+  if (!spec) {
+    return (
+      <div key={id} className="card" style={{ borderColor: 'var(--danger, #D85A30)', marginBottom: 16 }}>
+        <strong>Unbekanntes Widget</strong>
+        <div style={{ fontSize: 13, color: 'var(--text2)' }}>{id}</div>
+      </div>
+    )
+  }
+  const { Component } = spec
+  const props = spec.mapProps ? spec.mapProps(ctx) : {}
+  return (
+    <WidgetErrorBoundary key={id} widgetId={id}>
+      <Component {...props} />
+    </WidgetErrorBoundary>
+  )
+}
+
+/**
+ * Rendert alle aktivierten Widgets in Layout-Reihenfolge.
+ * @param {{ version: number, widgets: Array<LayoutWidgetEntry> }} layout
+ * @param {{ refreshTick: number, requestRefresh: () => void }} base
+ */
+export function WidgetRenderer({ layout, refreshTick, requestRefresh }) {
+  if (!layout?.widgets?.length) return null
+  const enabled = layout.widgets.filter((w) => w.enabled)
+  return (
+    <>
+      {enabled.map((w) =>
+        renderRegisteredWidget(w.id, {
+          refreshTick,
+          requestRefresh,
+          layoutEntry: w,
+        })
+      )}
+    </>
+  )
+}

frontend/src/widgetSystem/defaultLabLayout.js

@@ -0,0 +1,15 @@
+/**
+ * Standard-Layout v1 (nur Pilot `/pilot/viz` ohne API).
+ * API-Nutzer: default_layout aus Backend (alle Katalog-IDs; aktiv = DEFAULT_LAB_WIDGET_IDS).
+ * Diese Datei: kompakte feste 5 Widgets für den Pilot – nicht automatisch alle P1-Widgets.
+ */
+export const DEFAULT_LAB_LAYOUT = {
+  version: 1,
+  widgets: [
+    { id: 'welcome', enabled: true },
+    { id: 'quick_capture', enabled: true },
+    { id: 'kpi_board', enabled: true },
+    { id: 'body_overview', enabled: true },
+    { id: 'activity_overview', enabled: true },
+  ],
+}

frontend/src/widgetSystem/kpiBoardTiles.js

@@ -0,0 +1,22 @@
+/** Feste KPI-Kachel-IDs (sync mit backend dashboard_widget_config). */
+export const KPI_TILE_BODY_FAT = 'body_fat'
+export const KPI_TILE_AVG_KCAL = 'avg_kcal'
+
+export const REF_TILE_PREFIX = 'ref:'
+
+/**
+ * @param {Record<string, unknown> | undefined} config
+ * @returns {string[] | undefined} undefined = automatische Kachelwahl (Legacy)
+ */
+export function kpiTileOrderFromConfig(config) {
+  if (!config || !Object.prototype.hasOwnProperty.call(config, 'tiles')) return undefined
+  const raw = config.tiles
+  if (!Array.isArray(raw)) return undefined
+  /** @type {string[]} */
+  const ids = []
+  for (const item of raw) {
+    const id = typeof item === 'string' ? item : item && item.id
+    if (typeof id === 'string' && id.trim()) ids.push(id.trim())
+  }
+  return ids.slice(0, 9)
+}

frontend/src/widgetSystem/layoutEditor.js

@@ -0,0 +1,41 @@
+export function normalizeLayoutForEditor(layout) {
+  if (!layout?.widgets) return layout
+  return {
+    ...layout,
+    widgets: layout.widgets.map((w) => ({
+      ...w,
+      config: w.config && typeof w.config === 'object' ? { ...w.config } : {},
+    })),
+  }
+}
+
+export function moveWidget(layout, index, delta) {
+  const next = [...layout.widgets]
+  const j = index + delta
+  if (j < 0 || j >= next.length) return layout
+  const t = next[index]
+  next[index] = next[j]
+  next[j] = t
+  return { ...layout, widgets: next }
+}
+
+export function toggleWidget(layout, index) {
+  const next = layout.widgets.map((w, i) => (i === index ? { ...w, enabled: !w.enabled } : w))
+  const anyOn = next.some((w) => w.enabled)
+  if (!anyOn) return layout
+  return { ...layout, widgets: next }
+}
+
+/**
+ * Verschiebt eine Zeile von fromIndex nach dropIndex (Indizes im vollen layout.widgets).
+ * Semantik wie üblich: Element landet an Position dropIndex (nach Entfernen an der alten Stelle).
+ */
+export function moveWidgetToIndex(layout, fromIndex, dropIndex) {
+  if (!layout?.widgets?.length) return layout
+  if (fromIndex < 0 || fromIndex >= layout.widgets.length) return layout
+  if (dropIndex < 0 || dropIndex > layout.widgets.length) return layout
+  if (fromIndex === dropIndex) return layout
+  const next = [...layout.widgets]
+  next.splice(dropIndex, 0, next.splice(fromIndex, 1)[0])
+  return { ...layout, widgets: next }
+}

frontend/src/widgetSystem/registerPilotLabWidgets.js

@@ -0,0 +1,148 @@
+/**
+ * Pilot/Lab-Widgets registrieren. IDs müssen zu backend/widget_catalog.WIDGET_CATALOG passen.
+ */
+import PilotWelcome from '../components/pilot/PilotWelcome'
+import PilotQuickCapture from '../components/pilot/PilotQuickCapture'
+import PilotKpiBoard from '../components/pilot/PilotKpiBoard'
+import PilotBodySection from '../components/pilot/PilotBodySection'
+import PilotActivitySection from '../components/pilot/PilotActivitySection'
+import DashboardGreetingWidget from '../components/dashboard-widgets/DashboardGreetingWidget'
+import QuickWeightTodayWidget from '../components/dashboard-widgets/QuickWeightTodayWidget'
+import BodyStatStripWidget from '../components/dashboard-widgets/BodyStatStripWidget'
+import StatusPillsWidget from '../components/dashboard-widgets/StatusPillsWidget'
+import ProfileGoalsProgressWidget from '../components/dashboard-widgets/ProfileGoalsProgressWidget'
+import TrendKcalWeightWidget from '../components/dashboard-widgets/TrendKcalWeightWidget'
+import NutritionActivitySummaryWidget from '../components/dashboard-widgets/NutritionActivitySummaryWidget'
+import NutritionDetailChartsWidget from '../components/dashboard-widgets/NutritionDetailChartsWidget'
+import RecoveryChartsPanelWidget from '../components/dashboard-widgets/RecoveryChartsPanelWidget'
+import ProgressPhotosWidget from '../components/dashboard-widgets/ProgressPhotosWidget'
+import RecoverySleepRestWidget from '../components/dashboard-widgets/RecoverySleepRestWidget'
+import GoalsFocusTeaserWidget from '../components/dashboard-widgets/GoalsFocusTeaserWidget'
+import AiPipelineInsightWidget from '../components/dashboard-widgets/AiPipelineInsightWidget'
+import { normalizeBodyChartDays } from './bodyChartDays'
+import { registerDashboardWidget } from './dashboardWidgetRegistry'
+
+let _registered = false
+
+export function ensurePilotLabWidgetsRegistered() {
+  if (_registered) return
+  _registered = true
+
+  registerDashboardWidget({
+    id: 'welcome',
+    Component: PilotWelcome,
+    mapProps: () => ({}),
+  })
+  registerDashboardWidget({
+    id: 'quick_capture',
+    Component: PilotQuickCapture,
+    mapProps: (ctx) => ({
+      onSaved: ctx.requestRefresh,
+      captureConfig: ctx.layoutEntry?.config || {},
+    }),
+  })
+  registerDashboardWidget({
+    id: 'kpi_board',
+    Component: PilotKpiBoard,
+    mapProps: (ctx) => ({
+      refreshTick: ctx.refreshTick,
+      kpiConfig: ctx.layoutEntry?.config || {},
+    }),
+  })
+  registerDashboardWidget({
+    id: 'body_overview',
+    Component: PilotBodySection,
+    mapProps: (ctx) => ({
+      refreshTick: ctx.refreshTick,
+      chartDays: normalizeBodyChartDays(ctx.layoutEntry?.config?.chart_days),
+    }),
+  })
+  registerDashboardWidget({
+    id: 'activity_overview',
+    Component: PilotActivitySection,
+    mapProps: (ctx) => ({
+      refreshTick: ctx.refreshTick,
+      chartDays: normalizeBodyChartDays(ctx.layoutEntry?.config?.chart_days),
+    }),
+  })
+
+  registerDashboardWidget({
+    id: 'dashboard_greeting',
+    Component: DashboardGreetingWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'quick_weight_today',
+    Component: QuickWeightTodayWidget,
+    mapProps: (ctx) => ({ onSaved: ctx.requestRefresh }),
+  })
+  registerDashboardWidget({
+    id: 'body_stat_strip',
+    Component: BodyStatStripWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'status_pills',
+    Component: StatusPillsWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'profile_goals_progress',
+    Component: ProfileGoalsProgressWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'trend_kcal_weight',
+    Component: TrendKcalWeightWidget,
+    mapProps: (ctx) => ({
+      refreshTick: ctx.refreshTick,
+      chartDays: ctx.layoutEntry?.config?.chart_days,
+    }),
+  })
+  registerDashboardWidget({
+    id: 'nutrition_activity_summary',
+    Component: NutritionActivitySummaryWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'nutrition_detail_charts',
+    Component: NutritionDetailChartsWidget,
+    mapProps: (ctx) => ({
+      refreshTick: ctx.refreshTick,
+      chartDays: ctx.layoutEntry?.config?.chart_days,
+    }),
+  })
+  registerDashboardWidget({
+    id: 'recovery_charts_panel',
+    Component: RecoveryChartsPanelWidget,
+    mapProps: (ctx) => ({
+      refreshTick: ctx.refreshTick,
+      chartDays: ctx.layoutEntry?.config?.chart_days,
+    }),
+  })
+  registerDashboardWidget({
+    id: 'progress_photos',
+    Component: ProgressPhotosWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'recovery_sleep_rest',
+    Component: RecoverySleepRestWidget,
+    mapProps: () => ({}),
+  })
+  registerDashboardWidget({
+    id: 'goals_focus_teaser',
+    Component: GoalsFocusTeaserWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+  registerDashboardWidget({
+    id: 'ai_pipeline_insight',
+    Component: AiPipelineInsightWidget,
+    mapProps: (ctx) => ({ refreshTick: ctx.refreshTick }),
+  })
+}
+
+/** @internal Nur für Tests */
+export function __resetPilotLabRegistrationForTests() {
+  _registered = false
+}

scripts/gitea/MCP_SETUP.md

@@ -53,10 +53,13 @@ Die Gitea-URL muss von deinem Rechner erreichbar sein (z. B. `192.168.2.144:3000
 | `gitea_list_issues` | Issues listen, optional alle Seiten |
 | `gitea_get_issue` | Ein Issue mit Body |
 | `gitea_comment_issue` | Kommentar |
+| `gitea_patch_issue` | Titel und/oder **Beschreibung** des Issues ändern (PATCH) |
 | `gitea_create_issue` | Neu anlegen |
 | `gitea_close_issue` / `gitea_reopen_issue` | Status |
 | `gitea_get_repo_file` | Datei remote via API |
 
+**MCP vs. CLI:** Sehr lange Issue-Bodies oder Vorlagen aus Datei → `python scripts/gitea/gitea_api.py issues edit … --body-file` (siehe README). Kurze Updates direkt im Agent → `gitea_patch_issue`.
+
 ## Issue-Triage durch den Agent
 
 Sinnvoller Ablauf: Issues listen → je Issue **Code/Commits prüfen** → bei eindeutig erledigt: kurzer Kommentar + **close**; bei teilweise: Kommentar mit Checkboxen; bei unklar: nur Kommentar, **nicht** schließen.

scripts/gitea/README.md

@@ -15,6 +15,17 @@ Dient dazu, **Issues** auf deiner Gitea-Instanz zu lesen und anzulegen – mit d
 
 Python 3.10+ (nur Standardbibliothek).
 
+## MCP vs. CLI (wann was)
+
+| Aufgabe | Empfehlung |
+|--------|------------|
+| Issues listen, ein Issue lesen, kurzer Kommentar, schließen/öffnen | **MCP** (`gitea_*` in Cursor), weniger Kontext im Chat |
+| **Issue-Beschreibung oder Titel ändern** (PATCH) | Kurz im Chat: **MCP** `gitea_patch_issue`. Groß / aus Datei / Automation: **CLI** `issues edit --body-file` |
+| Neues Issue mit langem Markdown aus Vorlage | **CLI** `issues create --body-file` |
+| Remote-Datei aus Gitea lesen (nicht im Workspace) | **MCP** `gitea_get_repo_file` oder CLI `repo file` |
+
+Beides spricht dieselbe REST-API (`gitea_lib`); Token und `GITEA_*` wie oben.
+
 ## Aufruf (im Repo-Root)
 
 ```powershell
@@ -36,6 +47,11 @@ python scripts/gitea/gitea_api.py issues create --title "Fix: …" --body-file p
 python scripts/gitea/gitea_api.py issues comment 42 --body "…"
 python scripts/gitea/gitea_api.py issues comment 42 --body-file path/to/comment.md
 
+# Beschreibung und/oder Titel ändern (PATCH)
+python scripts/gitea/gitea_api.py issues edit 42 --title "Neuer Titel"
+python scripts/gitea/gitea_api.py issues edit 42 --body "Neuer **Markdown**-Body"
+python scripts/gitea/gitea_api.py issues edit 42 --body-file path/to/body.md
+
 # Schließen / wieder öffnen
 python scripts/gitea/gitea_api.py issues close 42
 python scripts/gitea/gitea_api.py issues reopen 42
@@ -66,4 +82,5 @@ python scripts/gitea/gitea_api.py repo file backend/main.py --ref develop
 
 ## MCP (Tools direkt im Agent)
 
-Siehe [`MCP_SETUP.md`](./MCP_SETUP.md) und [`../.cursor/mcp.json.example`](../../.cursor/mcp.json.example).
+Siehe [`MCP_SETUP.md`](./MCP_SETUP.md) und [`../.cursor/mcp.json.example`](../../.cursor/mcp.json.example).  
+Nach dem Hinzufügen neuer MCP-Tools Cursor einmal **neu starten**, damit die Tool-Liste aktualisiert wird.

scripts/gitea/gitea_api.py

@@ -103,6 +103,31 @@ def cmd_issues_reopen(args: argparse.Namespace, base: str, token: str, owner: st
         sys.exit(1)
 
 
+def cmd_issues_edit(args: argparse.Namespace, base: str, token: str, owner: str, repo: str) -> None:
+    fields: dict = {}
+    if args.title is not None:
+        fields["title"] = args.title.strip()
+        if not fields["title"]:
+            sys.stderr.write("issues edit: --title darf nicht leer sein\n")
+            sys.exit(2)
+    body: str | None = None
+    if args.body_file:
+        body = Path(args.body_file).read_text(encoding="utf-8")
+    elif args.body is not None:
+        body = args.body
+    if body is not None:
+        fields["body"] = body
+    if not fields:
+        sys.stderr.write(
+            "issues edit: mindestens eines von --title, --body oder --body-file setzen\n"
+        )
+        sys.exit(2)
+    status, payload = issues_patch(base, token, owner, repo, args.number, fields)
+    print(json.dumps(payload, indent=2, ensure_ascii=False))
+    if status >= 400:
+        sys.exit(1)
+
+
 def cmd_repo_contents(args: argparse.Namespace, base: str, token: str, owner: str, repo: str) -> None:
     status, payload = repo_file_content(
         base, token, owner, repo, args.path, ref=args.ref or ""
@@ -167,6 +192,20 @@ def main() -> None:
     p_ro.add_argument("number", type=int)
     p_ro.set_defaults(_handler=cmd_issues_reopen)
 
+    p_ed = i_sub.add_parser(
+        "edit",
+        help="Issue per PATCH ändern (Titel und/oder Beschreibung; für große Texte --body-file)",
+    )
+    p_ed.add_argument("number", type=int)
+    p_ed.add_argument("--title", default=None, help="Neuer Titel")
+    p_ed.add_argument("--body", default=None, help="Neue Beschreibung (Markdown)")
+    p_ed.add_argument(
+        "--body-file",
+        default=None,
+        help="Beschreibung aus Datei (UTF-8); überschreibt --body wenn beides gesetzt",
+    )
+    p_ed.set_defaults(_handler=cmd_issues_edit)
+
     p_repo = sub.add_parser("repo", help="Repository (API)")
     r_sub = p_repo.add_subparsers(dest="repo_cmd", required=True)
 

scripts/gitea/mcp_server_gitea.py

@@ -31,7 +31,9 @@ mcp = FastMCP(
     "mitai-gitea",
     instructions=(
         "Gitea-Tools für das Repo aus GITEA_OWNER/GITEA_REPO. "
-        "Schließe Issues nur nach klarer Code-Verifikation; sonst Kommentar mit offenen Punkten."
+        "Schließe Issues nur nach klarer Code-Verifikation; sonst Kommentar mit offenen Punkten. "
+        "Kurze Titel-/Body-Änderungen: gitea_patch_issue. "
+        "Sehr lange Bodies oder Skripte: Terminal scripts/gitea/gitea_api.py issues edit … --body-file."
     ),
 )
 
@@ -95,6 +97,28 @@ def gitea_comment_issue(issue_number: int, body: str) -> str:
     return _json({"http_status": st, "result": payload})
 
 
+@mcp.tool()
+def gitea_patch_issue(
+    issue_number: int,
+    title: str | None = None,
+    body: str | None = None,
+) -> str:
+    """Issue-Titel und/oder Beschreibung (PATCH). Mindestens eines von title/body setzen. Für sehr lange Markdown-Texte besser: CLI issues edit --body-file."""
+    fields: dict[str, str] = {}
+    if title is not None:
+        t = title.strip()
+        if not t:
+            return _json({"error": "title darf nicht leer sein"})
+        fields["title"] = t
+    if body is not None:
+        fields["body"] = body
+    if not fields:
+        return _json({"error": "Mindestens title oder body angeben"})
+    base, token, owner, repo = _cfg()
+    st, payload = issues_patch(base, token, owner, repo, issue_number, fields)
+    return _json({"http_status": st, "result": payload})
+
+
 @mcp.tool()
 def gitea_close_issue(issue_number: int) -> str:
     """Issue schließen (state=closed)."""