mejoras en el modelo de clarificacion de productos

2026-01-17 06:31:49 -03:00
parent 63b9ecef61
commit 204403560e
24 changed files with 1940 additions and 873 deletions
--- a/.cursor/debug.log
+++ b/.cursor/debug.log
@@ -1,153 +0,0 @@
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--- a/db/migrations/20260118100000_reco_rules_product_ids.sql
+++ b/db/migrations/20260118100000_reco_rules_product_ids.sql
@@ -0,0 +1,15 @@
 -- migrate:up
 -- Agregar columnas para asociación directa producto-producto
 alter table product_reco_rules
  add column if not exists trigger_product_ids integer[] not null default '{}',
  add column if not exists recommended_product_ids integer[] not null default '{}';
 -- Índice GIN para búsqueda rápida por trigger_product_ids
 create index if not exists product_reco_rules_trigger_ids_idx
  on product_reco_rules using gin (trigger_product_ids);
 -- migrate:down
 drop index if exists product_reco_rules_trigger_ids_idx;
 alter table product_reco_rules
  drop column if exists trigger_product_ids,
  drop column if exists recommended_product_ids;
--- a/public/components/aliases-crud.js
+++ b/public/components/aliases-crud.js
@@ -102,7 +102,7 @@ class AliasesCrud extends HTMLElement {
  async loadProducts() {
    try {
-      const data = await api.products({ limit: 500 });
+      const data = await api.products({ limit: 2000 });
      this.products = data.items || [];
    } catch (e) {
      console.error("Error loading products:", e);
--- a/public/components/chat-simulator.js
+++ b/public/components/chat-simulator.js
@@ -133,7 +133,7 @@ class ChatSimulator extends HTMLElement {
        return;
      }
-      // Optimistic: que aparezca en la columna izquierda al instante
+      // 1. Actualizar lista de conversaciones
      emit("conversation:upsert", {
        chat_id: from,
        from: pushName || "test_lucas",
@@ -143,9 +143,11 @@ class ChatSimulator extends HTMLElement {
        last_activity: new Date().toISOString(),
        last_run_id: null,
      });
      // 2. Seleccionar el chat (si es el mismo, no recarga - optimizado en run-timeline)
      emit("ui:selectedChat", { chat_id: from });
-      // Optimistic: mostrar burbuja del usuario inmediatamente
+      // 3. Mostrar burbuja optimista INMEDIATAMENTE
      emit("message:optimistic", {
        chat_id: from,
        message_id: `optimistic-${Date.now()}`,
--- a/public/components/conversation-inspector.js
+++ b/public/components/conversation-inspector.js
@@ -61,6 +61,8 @@ class ConversationInspector extends HTMLElement {
    this.shadowRoot.getElementById("step").onclick = () => this.step();
    this._unsubSel = on("ui:selectedChat", async ({ chat_id }) => {
      // Si es el mismo chat, no recargar (para no borrar items optimistas)
      if (this.chatId === chat_id) return;
      this.chatId = chat_id;
      await this.loadData();
    });
@@ -87,6 +89,17 @@ class ConversationInspector extends HTMLElement {
      const messageId = message?.message_id || null;
      if (messageId) this.highlight(messageId);
    });
    // Listen for optimistic messages to add placeholder item
    this._unsubOptimistic = on("message:optimistic", (msg) => {
      if (!this.chatId) {
        this.chatId = msg.chat_id;
        this.shadowRoot.getElementById("chat").textContent = msg.chat_id;
        this.shadowRoot.getElementById("meta").textContent = "Nueva conversación";
      }
      if (msg.chat_id !== this.chatId) return;
      this.addOptimisticItem(msg);
    });
  }
  disconnectedCallback() {
@@ -95,6 +108,7 @@ class ConversationInspector extends HTMLElement {
    this._unsubLayout?.();
    this._unsubScroll?.();
    this._unsubSelectMessage?.();
    this._unsubOptimistic?.();
    this.pause();
  }
@@ -180,6 +194,14 @@ class ConversationInspector extends HTMLElement {
    metaEl.textContent = `Inspector de ${this.messages.length} mensajes.`;
    countEl.textContent = this.messages.length ? `${this.messages.length} filas` : "";
    // Preserve optimistic items before clearing
    const optimisticItems = [...list.querySelectorAll('.item[data-message-id^="optimistic-"]')];
    // Obtener timestamps de mensajes IN del servidor para comparar
    const serverInTimestamps = this.messages
      .filter(m => m.direction === "in")
      .map(m => new Date(m.ts).getTime());
    list.innerHTML = "";
    this.rowMap.clear();
    this.rowOrder = [];
@@ -196,7 +218,7 @@ class ConversationInspector extends HTMLElement {
      const intent = run?.llm_output?.intent || "—";
      const nextState = run?.llm_output?.next_state || "—";
      const prevState = row.nextRun?.prev_state || "—";
-      const basket = run?.llm_output?.basket_resolved?.items || [];
+      const basket = run?.llm_output?.full_basket?.items || run?.llm_output?.basket_resolved?.items || [];
      const tools = this.toolSummary(run?.tools || []);
      const llmMeta = run?.llm_output?._llm || null;
@@ -237,6 +259,23 @@ class ConversationInspector extends HTMLElement {
      this.rowMap.set(msg.message_id, el);
      this.rowOrder.push(msg.message_id);
    }
    // Re-add preserved optimistic items ONLY if no server message covers it
    for (const optItem of optimisticItems) {
      // Obtener timestamp del optimista (está en el ID: optimistic-{timestamp})
      const msgId = optItem.dataset.messageId;
      const optTs = parseInt(msgId.replace("optimistic-", ""), 10) || 0;
      // Si hay un mensaje del servidor con timestamp cercano (10 seg), no re-agregar
      const hasServerMatch = serverInTimestamps.some(ts => Math.abs(ts - optTs) < 10000);
      if (hasServerMatch) {
        continue;
      }
      list.appendChild(optItem);
      this.rowMap.set(msgId, optItem);
      this.rowOrder.push(msgId);
    }
  }
  applyHeights() {
@@ -302,6 +341,44 @@ class ConversationInspector extends HTMLElement {
    this.highlight(messageId);
    this._playIdx += 1;
  }
  addOptimisticItem(msg) {
    const list = this.shadowRoot.getElementById("list");
    if (!list) return;
    // Remove any existing optimistic item
    const existing = list.querySelector(`.item[data-message-id^="optimistic-"]`);
    if (existing) existing.remove();
    const el = document.createElement("div");
    el.className = "item in";
    el.dataset.messageId = msg.message_id;
    el.innerHTML = `
      <div class="kv">
        <div class="k">IN</div>
        <div class="v">${new Date(msg.ts).toLocaleString()}</div>
        <div class="k">STATE</div>
        <div class="v">—</div>
        <div class="k">INTENT</div>
        <div class="v">—</div>
        <div class="k">NLU</div>
        <div class="v">procesando...</div>
      </div>
      <div class="cart"><strong>Carrito:</strong> —</div>
      <div class="chips"></div>
    `;
    list.appendChild(el);
    list.scrollTop = list.scrollHeight;
    this.rowMap.set(msg.message_id, el);
    this.rowOrder.push(msg.message_id);
    // Apply min height
    el.style.minHeight = "120px";
    el.style.marginBottom = "12px";
  }
 }
 customElements.define("conversation-inspector", ConversationInspector);
--- a/public/components/products-crud.js
+++ b/public/components/products-crud.js
@@ -5,7 +5,8 @@ class ProductsCrud extends HTMLElement {
    super();
    this.attachShadow({ mode: "open" });
    this.items = [];
-    this.selected = null;
+    this.selectedItems = []; // Array de productos seleccionados
    this.lastClickedIndex = -1; // Para Shift+Click
    this.loading = false;
    this.searchQuery = "";
    this.stockFilter = false;
@@ -29,9 +30,10 @@ class ProductsCrud extends HTMLElement {
        button.secondary:hover { background:#2d3e52; }
        .list { flex:1; overflow-y:auto; }
-        .item { background:#0f1520; border:1px solid #253245; border-radius:8px; padding:12px; margin-bottom:8px; cursor:pointer; transition:all .15s; }
+        .item { background:#0f1520; border:1px solid #253245; border-radius:8px; padding:12px; margin-bottom:8px; cursor:pointer; transition:all .15s; user-select:none; }
        .item:hover { border-color:#1f6feb; }
        .item.active { border-color:#1f6feb; background:#111b2a; }
        .item.selected { border-color:#2ecc71; background:#0f2a1a; }
        .item-name { font-weight:600; color:#e7eef7; margin-bottom:4px; }
        .item-meta { font-size:12px; color:#8aa0b5; }
        .item-price { color:#2ecc71; font-weight:600; }
@@ -182,9 +184,15 @@ class ProductsCrud extends HTMLElement {
    }
    list.innerHTML = "";
-    for (const item of filteredItems) {
+    this._filteredItems = filteredItems; // Guardar referencia para Shift+Click
    for (let i = 0; i < filteredItems.length; i++) {
      const item = filteredItems[i];
      const el = document.createElement("div");
-      el.className = "item" + (this.selected?.woo_product_id === item.woo_product_id ? " active" : "");
+      const isSelected = this.selectedItems.some(s => s.woo_product_id === item.woo_product_id);
      const isSingleSelected = isSelected && this.selectedItems.length === 1;
      el.className = "item" + (isSelected ? " selected" : "") + (isSingleSelected ? " active" : "");
      el.dataset.index = i;
      const price = item.price != null ? `$${Number(item.price).toLocaleString()}` : "—";
      const sku = item.sku || "—";
@@ -193,8 +201,12 @@ class ProductsCrud extends HTMLElement {
        ? `<span class="badge stock">En stock</span>`
        : `<span class="badge nostock">Sin stock</span>`;
      // Mostrar unidad actual si está definida
      const unit = item.sell_unit || item.payload?._sell_unit_override;
      const unitBadge = unit ? `<span class="badge" style="background:#1a3a5c;color:#7eb8e7;">${unit === 'unit' ? 'Unidad' : 'Kg'}</span>` : '';
      el.innerHTML = `
-        <div class="item-name">${item.name || "Sin nombre"} ${stockBadge}</div>
+        <div class="item-name">${item.name || "Sin nombre"} ${stockBadge} ${unitBadge}</div>
        <div class="item-meta">
          <span class="item-price">${price}</span> · 
          SKU: ${sku} · 
@@ -202,30 +214,78 @@ class ProductsCrud extends HTMLElement {
        </div>
      `;
-      el.onclick = () => {
+      el.onclick = (e) => this.handleItemClick(e, item, i);
        this.selected = item;
        this.renderList();
        this.renderDetail();
        // Scroll detail panel to top
        const detail = this.shadowRoot.getElementById("detail");
        if (detail) detail.scrollTop = 0;
      };
      list.appendChild(el);
    }
  }
  handleItemClick(e, item, index) {
    if (e.shiftKey && this.lastClickedIndex >= 0) {
      // Shift+Click: seleccionar rango
      const start = Math.min(this.lastClickedIndex, index);
      const end = Math.max(this.lastClickedIndex, index);
      for (let i = start; i <= end; i++) {
        const rangeItem = this._filteredItems[i];
        if (!this.selectedItems.some(s => s.woo_product_id === rangeItem.woo_product_id)) {
          this.selectedItems.push(rangeItem);
        }
      }
    } else if (e.ctrlKey || e.metaKey) {
      // Ctrl+Click: toggle individual
      const idx = this.selectedItems.findIndex(s => s.woo_product_id === item.woo_product_id);
      if (idx >= 0) {
        this.selectedItems.splice(idx, 1);
      } else {
        this.selectedItems.push(item);
      }
    } else {
      // Click normal: selección única
      this.selectedItems = [item];
    }
    this.lastClickedIndex = index;
    this.renderList();
    this.renderDetail();
    // Scroll detail panel to top
    const detail = this.shadowRoot.getElementById("detail");
    if (detail) detail.scrollTop = 0;
  }
  renderDetail() {
    const detail = this.shadowRoot.getElementById("detail");
-    if (!this.selected) {
+    if (!this.selectedItems.length) {
      detail.innerHTML = `<div class="detail-empty">Seleccioná un producto para ver detalles</div>`;
      return;
    }
-    const p = this.selected;
+    // Si hay múltiples seleccionados, mostrar vista de edición masiva
-    const categories = (p.payload?.categories || []).map(c => c.name).join(", ") || "—";
+    if (this.selectedItems.length > 1) {
-    const attributes = (p.payload?.attributes || []).map(a => `${a.name}: ${a.options?.join(", ")}`).join("; ") || "—";
+      this.renderMultiDetail();
      return;
    }
    const p = this.selectedItems[0];
    // Categorías: pueden estar en p.categories (string JSON) o p.payload.categories (array)
    let categoriesArray = [];
    if (p.categories) {
      try {
        const cats = typeof p.categories === 'string' ? JSON.parse(p.categories) : p.categories;
        categoriesArray = Array.isArray(cats) ? cats.map(c => c.name || c) : [String(cats)];
      } catch { categoriesArray = [String(p.categories)]; }
    } else if (p.payload?.categories) {
      categoriesArray = p.payload.categories.map(c => c.name || c);
    }
    const categoriesText = categoriesArray.join(", ");
    const attributes = (p.attributes_normalized || p.payload?.attributes || []).map(a => `${a.name}: ${a.options?.join(", ")}`).join("; ") || "—";
    // Determinar unidad actual (de payload o inferida)
    const currentUnit = p.sell_unit || p.payload?._sell_unit_override || this.inferUnit(p);
    detail.innerHTML = `
      <div class="field">
@@ -245,13 +305,31 @@ class ProductsCrud extends HTMLElement {
        <div class="field-value">${p.price != null ? `$${Number(p.price).toLocaleString()} ${p.currency || ""}` : "—"}</div>
      </div>
      <div class="field">
-        <label>Categorías</label>
+        <label>Unidad de venta</label>
-        <div class="field-value">${categories}</div>
+        <div style="display:flex;gap:8px;align-items:center;">
          <select id="sellUnit" style="background:#0f1520;color:#e7eef7;border:1px solid #253245;border-radius:8px;padding:8px 12px;font-size:13px;">
            <option value="kg" ${currentUnit === "kg" ? "selected" : ""}>Por peso (kg)</option>
            <option value="unit" ${currentUnit === "unit" ? "selected" : ""}>Por unidad</option>
          </select>
        </div>
        <div style="font-size:11px;color:#8aa0b5;margin-top:4px;">
          Define si este producto se vende por peso o por unidad
        </div>
      </div>
      <div class="field">
        <label>Categorías (separadas por coma)</label>
        <input type="text" id="categoriesInput" value="${categoriesText}" placeholder="ej: Carnes, Vacuno, Premium" style="width:100%;" />
        <div style="font-size:11px;color:#8aa0b5;margin-top:4px;">
          Categorías del producto, separadas por coma
        </div>
      </div>
      <div class="field">
        <label>Atributos</label>
        <div class="field-value">${attributes}</div>
      </div>
      <div class="field">
        <button id="saveProduct" style="width:100%;padding:10px;">Guardar cambios</button>
      </div>
      <div class="field">
        <label>Última actualización</label>
        <div class="field-value">${p.refreshed_at ? new Date(p.refreshed_at).toLocaleString() : "—"}</div>
@@ -261,6 +339,136 @@ class ProductsCrud extends HTMLElement {
        <div class="field-value json">${JSON.stringify(p.payload || {}, null, 2)}</div>
      </div>
    `;
    // Bind save button
    this.shadowRoot.getElementById("saveProduct").onclick = () => this.saveProduct();
  }
  async saveProduct() {
    if (this.selectedItems.length !== 1) return;
    const p = this.selectedItems[0];
    const btn = this.shadowRoot.getElementById("saveProduct");
    const sellUnitSelect = this.shadowRoot.getElementById("sellUnit");
    const categoriesInput = this.shadowRoot.getElementById("categoriesInput");
    const sell_unit = sellUnitSelect.value;
    const categories = categoriesInput.value.split(",").map(s => s.trim()).filter(Boolean);
    btn.disabled = true;
    btn.textContent = "Guardando...";
    try {
      await api.updateProduct(p.woo_product_id, { sell_unit, categories });
      // Actualizar localmente
      p.sell_unit = sell_unit;
      p.categories = JSON.stringify(categories.map(name => ({ name })));
      const idx = this.items.findIndex(i => i.woo_product_id === p.woo_product_id);
      if (idx >= 0) {
        this.items[idx].sell_unit = sell_unit;
        this.items[idx].categories = p.categories;
      }
      btn.textContent = "Guardado!";
      this.renderList();
      setTimeout(() => { btn.textContent = "Guardar cambios"; btn.disabled = false; }, 1500);
    } catch (e) {
      console.error("Error saving product:", e);
      alert("Error guardando: " + (e.message || e));
      btn.textContent = "Guardar cambios";
      btn.disabled = false;
    }
  }
  renderMultiDetail() {
    const detail = this.shadowRoot.getElementById("detail");
    const count = this.selectedItems.length;
    const names = this.selectedItems.slice(0, 5).map(p => p.name).join(", ");
    const moreText = count > 5 ? ` y ${count - 5} más...` : "";
    detail.innerHTML = `
      <div class="field">
        <label>Productos seleccionados</label>
        <div class="field-value" style="color:#2ecc71;font-weight:600;">${count} productos</div>
        <div style="font-size:11px;color:#8aa0b5;margin-top:4px;">${names}${moreText}</div>
      </div>
      <div class="field">
        <label>Unidad de venta (para todos)</label>
        <div style="display:flex;gap:8px;align-items:center;">
          <select id="sellUnit" style="background:#0f1520;color:#e7eef7;border:1px solid #253245;border-radius:8px;padding:8px 12px;font-size:13px;flex:1;">
            <option value="kg">Por peso (kg)</option>
            <option value="unit">Por unidad</option>
          </select>
          <button id="saveUnit" style="padding:8px 16px;">Guardar para ${count}</button>
        </div>
        <div style="font-size:11px;color:#8aa0b5;margin-top:4px;">
          Se aplicará a todos los productos seleccionados
        </div>
      </div>
      <div class="field">
        <button id="clearSelection" class="secondary" style="width:100%;">Limpiar selección</button>
      </div>
    `;
    this.shadowRoot.getElementById("saveUnit").onclick = () => this.saveProductUnit();
    this.shadowRoot.getElementById("clearSelection").onclick = () => {
      this.selectedItems = [];
      this.lastClickedIndex = -1;
      this.renderList();
      this.renderDetail();
    };
  }
  inferUnit(p) {
    const name = String(p.name || "").toLowerCase();
    const cats = (p.payload?.categories || []).map(c => String(c.name || c.slug || "").toLowerCase());
    const allText = name + " " + cats.join(" ");
    // Productos que típicamente se venden por unidad
    if (/chimichurri|provoleta|queso|pan|salsa|aderezo|condimento|especias?|vino|vinos|bebida|cerveza|gaseosa|whisky|ron|gin|vodka|fernet/i.test(allText)) {
      return "unit";
    }
    return "kg";
  }
  async saveProductUnit() {
    if (!this.selectedItems.length) return;
    const select = this.shadowRoot.getElementById("sellUnit");
    const btn = this.shadowRoot.getElementById("saveUnit");
    const unit = select.value;
    const count = this.selectedItems.length;
    btn.disabled = true;
    btn.textContent = "Guardando...";
    try {
      // IDs de todos los productos seleccionados
      const wooProductIds = this.selectedItems.map(p => p.woo_product_id);
      // Un solo request para todos
      await api.updateProductsUnit(wooProductIds, { sell_unit: unit });
      // Actualizar localmente
      for (const p of this.selectedItems) {
        p.sell_unit = unit;
        const idx = this.items.findIndex(i => i.woo_product_id === p.woo_product_id);
        if (idx >= 0) this.items[idx].sell_unit = unit;
      }
      btn.textContent = `Guardado ${count}!`;
      this.renderList(); // Actualizar badges en lista
      setTimeout(() => { 
        btn.textContent = count > 1 ? `Guardar para ${count}` : "Guardar"; 
        btn.disabled = false; 
      }, 1500);
    } catch (e) {
      console.error("Error saving product unit:", e);
      alert("Error guardando: " + (e.message || e));
      btn.textContent = count > 1 ? `Guardar para ${count}` : "Guardar";
      btn.disabled = false;
    }
  }
 }
--- a/public/components/recommendations-crud.js
+++ b/public/components/recommendations-crud.js
@@ -10,11 +10,19 @@ class RecommendationsCrud extends HTMLElement {
    this.searchQuery = "";
    this.editMode = null; // 'create' | 'edit' | null
    // Cache de productos para el selector
    this.allProducts = [];
    this.productsLoaded = false;
    // Productos seleccionados en el formulario
    this.selectedTriggerProducts = [];
    this.selectedRecommendedProducts = [];
    this.shadowRoot.innerHTML = `
      <style>
        :host { display:block; height:100%; padding:16px; overflow:hidden; }
        * { box-sizing:border-box; font-family:system-ui,Segoe UI,Roboto,Arial; }
-        .container { display:grid; grid-template-columns:1fr 450px; gap:16px; height:100%; }
+        .container { display:grid; grid-template-columns:1fr 500px; gap:16px; height:100%; }
        .panel { background:#121823; border:1px solid #1e2a3a; border-radius:10px; padding:16px; overflow:hidden; display:flex; flex-direction:column; }
        .panel-title { font-size:14px; font-weight:700; color:#8aa0b5; text-transform:uppercase; letter-spacing:.4px; margin-bottom:12px; }
@@ -55,6 +63,38 @@ class RecommendationsCrud extends HTMLElement {
        .toggle { display:flex; align-items:center; gap:8px; cursor:pointer; }
        .toggle input { width:auto; }
        /* Product selector styles */
        .product-selector { position:relative; }
        .product-search { margin-bottom:8px; }
        .product-dropdown { 
          position:absolute; top:100%; left:0; right:0; z-index:100;
          background:#0f1520; border:1px solid #253245; border-radius:8px;
          max-height:200px; overflow-y:auto; display:none;
        }
        .product-dropdown.open { display:block; }
        .product-option { 
          padding:8px 12px; cursor:pointer; font-size:13px; color:#e7eef7;
          display:flex; justify-content:space-between; align-items:center;
        }
        .product-option:hover { background:#1a2535; }
        .product-option.selected { background:#1a3a5c; }
        .product-option .price { font-size:11px; color:#8aa0b5; }
        .selected-products { display:flex; flex-wrap:wrap; gap:6px; margin-top:8px; min-height:30px; }
        .product-chip {
          display:inline-flex; align-items:center; gap:4px;
          background:#253245; color:#e7eef7; padding:4px 8px 4px 12px;
          border-radius:999px; font-size:12px;
        }
        .product-chip .remove {
          cursor:pointer; width:16px; height:16px; border-radius:50%;
          background:#e74c3c; color:#fff; font-size:10px;
          display:flex; align-items:center; justify-content:center;
        }
        .product-chip .remove:hover { background:#c0392b; }
        .empty-hint { color:#8aa0b5; font-size:12px; font-style:italic; }
      </style>
      <div class="container">
@@ -72,7 +112,7 @@ class RecommendationsCrud extends HTMLElement {
        <div class="panel">
          <div class="panel-title" id="formTitle">Detalle</div>
          <div class="form" id="form">
-            <div class="form-empty">Seleccioná una regla o creá una nueva</div>
+            <div class="form-empty">Selecciona una regla o crea una nueva</div>
          </div>
        </div>
      </div>
@@ -89,6 +129,19 @@ class RecommendationsCrud extends HTMLElement {
    this.shadowRoot.getElementById("newBtn").onclick = () => this.showCreateForm();
    this.load();
    this.loadProducts();
  }
  async loadProducts() {
    if (this.productsLoaded) return;
    try {
      const data = await api.products({ limit: 2000 });
      this.allProducts = (data.items || []).filter(p => p.stock_status === "instock");
      this.productsLoaded = true;
    } catch (e) {
      console.error("Error loading products:", e);
      this.allProducts = [];
    }
  }
  async load() {
@@ -108,6 +161,11 @@ class RecommendationsCrud extends HTMLElement {
    }
  }
  getProductName(id) {
    const p = this.allProducts.find(x => x.woo_product_id === id);
    return p?.name || `Producto #${id}`;
  }
  renderList() {
    const list = this.shadowRoot.getElementById("list");
@@ -126,10 +184,15 @@ class RecommendationsCrud extends HTMLElement {
      const el = document.createElement("div");
      el.className = "item" + (this.selected?.id === item.id ? " active" : "");
-      const trigger = item.trigger || {};
+      // Mostrar productos trigger
-      const keywords = (trigger.keywords || []).join(", ") || "—";
+      const triggerIds = item.trigger_product_ids || [];
-      const queries = (item.queries || []).slice(0, 3).join(", ");
+      const triggerNames = triggerIds.slice(0, 3).map(id => this.getProductName(id)).join(", ");
-      const hasMore = (item.queries || []).length > 3;
+      const triggerMore = triggerIds.length > 3 ? ` (+${triggerIds.length - 3})` : "";
      // Mostrar productos recomendados
      const recoIds = item.recommended_product_ids || [];
      const recoNames = recoIds.slice(0, 3).map(id => this.getProductName(id)).join(", ");
      const recoMore = recoIds.length > 3 ? ` (+${recoIds.length - 3})` : "";
      el.innerHTML = `
        <div class="item-key">
@@ -137,13 +200,15 @@ class RecommendationsCrud extends HTMLElement {
          <span class="badge ${item.active ? "active" : "inactive"}">${item.active ? "Activa" : "Inactiva"}</span>
          <span class="badge priority">P: ${item.priority}</span>
        </div>
-        <div class="item-trigger">Keywords: ${keywords}</div>
+        <div class="item-trigger">Cuando piden: ${triggerNames || "—"}${triggerMore}</div>
-        <div class="item-queries">→ ${queries}${hasMore ? "..." : ""}</div>
+        <div class="item-queries">→ Recomendar: ${recoNames || "—"}${recoMore}</div>
      `;
      el.onclick = () => {
        this.selected = item;
        this.editMode = "edit";
        this.selectedTriggerProducts = [...(item.trigger_product_ids || [])];
        this.selectedRecommendedProducts = [...(item.recommended_product_ids || [])];
        this.renderList();
        this.renderForm();
      };
@@ -155,6 +220,8 @@ class RecommendationsCrud extends HTMLElement {
  showCreateForm() {
    this.selected = null;
    this.editMode = "create";
    this.selectedTriggerProducts = [];
    this.selectedRecommendedProducts = [];
    this.renderList();
    this.renderForm();
  }
@@ -165,7 +232,7 @@ class RecommendationsCrud extends HTMLElement {
    if (!this.editMode) {
      title.textContent = "Detalle";
-      form.innerHTML = `<div class="form-empty">Seleccioná una regla o creá una nueva</div>`;
+      form.innerHTML = `<div class="form-empty">Selecciona una regla o crea una nueva</div>`;
      return;
    }
@@ -173,31 +240,20 @@ class RecommendationsCrud extends HTMLElement {
    title.textContent = isCreate ? "Nueva Regla" : "Editar Regla";
    const rule_key = this.selected?.rule_key || "";
    const trigger = this.selected?.trigger || {};
    const queries = this.selected?.queries || [];
    const ask_slots = this.selected?.ask_slots || [];
    const active = this.selected?.active !== false;
    const priority = this.selected?.priority || 100;
    // Convert arrays to comma-separated strings for display
    const triggerKeywords = (trigger.keywords || []).join(", ");
    const queriesText = (queries || []).join(", ");
    const askSlotsText = Array.isArray(ask_slots) 
      ? ask_slots.map(s => typeof s === "string" ? s : s?.slot || s?.keyword || "").filter(Boolean).join(", ")
      : "";
    form.innerHTML = `
      <div class="field">
-        <label>Rule Key (identificador unico)</label>
+        <label>Nombre de la regla</label>
-        <input type="text" id="ruleKeyInput" value="${rule_key}" ${isCreate ? "" : "disabled"} placeholder="ej: asado_core, alcohol_yes" />
+        <input type="text" id="ruleKeyInput" value="${rule_key}" ${isCreate ? "" : "disabled"} placeholder="ej: asado_recos, vinos_con_carne" />
-        <div class="field-hint">Sin espacios, en minusculas con guiones bajos</div>
+        <div class="field-hint">Identificador unico, sin espacios</div>
      </div>
      <div class="field-row">
        <div class="field">
          <label>Prioridad</label>
          <input type="number" id="priorityInput" value="${priority}" min="1" max="1000" />
          <div class="field-hint">Mayor = primero</div>
        </div>
        <div class="field">
          <label>Estado</label>
@@ -209,21 +265,23 @@ class RecommendationsCrud extends HTMLElement {
      </div>
      <div class="field">
-        <label>Trigger (palabras clave)</label>
+        <label>Cuando el cliente pide...</label>
-        <textarea id="triggerInput" placeholder="asado, parrilla, carne, bife...">${triggerKeywords}</textarea>
+        <div class="product-selector" id="triggerSelector">
-        <div class="field-hint">Palabras que activan esta regla, separadas por coma</div>
+          <input type="text" class="product-search" id="triggerSearch" placeholder="Buscar producto..." />
          <div class="product-dropdown" id="triggerDropdown"></div>
          <div class="selected-products" id="triggerSelected"></div>
        </div>
        <div class="field-hint">Productos que activan esta recomendacion</div>
      </div>
      <div class="field">
-        <label>Productos a recomendar</label>
+        <label>Recomendar estos productos...</label>
-        <textarea id="queriesInput" placeholder="provoleta, chimichurri, ensalada...">${queriesText}</textarea>
+        <div class="product-selector" id="recoSelector">
-        <div class="field-hint">Productos a buscar cuando se activa la regla, separados por coma</div>
+          <input type="text" class="product-search" id="recoSearch" placeholder="Buscar producto..." />
          <div class="product-dropdown" id="recoDropdown"></div>
          <div class="selected-products" id="recoSelected"></div>
        </div>
-      
+        <div class="field-hint">Productos a sugerir al cliente</div>
      <div class="field">
        <label>Preguntar sobre... (opcional)</label>
        <textarea id="askSlotsInput" placeholder="achuras, cerdo, vino...">${askSlotsText}</textarea>
        <div class="field-hint">El bot preguntara al usuario sobre estos temas de forma natural</div>
      </div>
      <div class="actions">
@@ -233,18 +291,114 @@ class RecommendationsCrud extends HTMLElement {
      </div>
    `;
    // Setup event handlers
    this.shadowRoot.getElementById("saveBtn").onclick = () => this.save();
    this.shadowRoot.getElementById("cancelBtn").onclick = () => this.cancel();
    if (!isCreate) {
      this.shadowRoot.getElementById("deleteBtn").onclick = () => this.delete();
    }
    // Setup product selectors
    this.setupProductSelector("trigger", this.selectedTriggerProducts);
    this.setupProductSelector("reco", this.selectedRecommendedProducts);
  }
-  parseCommaSeparated(str) {
+  setupProductSelector(type, selectedIds) {
-    return String(str || "")
+    const searchInput = this.shadowRoot.getElementById(`${type}Search`);
-      .split(",")
+    const dropdown = this.shadowRoot.getElementById(`${type}Dropdown`);
-      .map(s => s.trim().toLowerCase())
+    const selectedContainer = this.shadowRoot.getElementById(`${type}Selected`);
-      .filter(Boolean);
+
    const renderSelected = () => {
      const ids = type === "trigger" ? this.selectedTriggerProducts : this.selectedRecommendedProducts;
      if (!ids.length) {
        selectedContainer.innerHTML = `<span class="empty-hint">Ningun producto seleccionado</span>`;
        return;
      }
      selectedContainer.innerHTML = ids.map(id => {
        const name = this.getProductName(id);
        return `<span class="product-chip" data-id="${id}">${name}<span class="remove">×</span></span>`;
      }).join("");
      selectedContainer.querySelectorAll(".remove").forEach(btn => {
        btn.onclick = (e) => {
          e.stopPropagation();
          const id = parseInt(btn.parentElement.dataset.id, 10);
          if (type === "trigger") {
            this.selectedTriggerProducts = this.selectedTriggerProducts.filter(x => x !== id);
          } else {
            this.selectedRecommendedProducts = this.selectedRecommendedProducts.filter(x => x !== id);
          }
          renderSelected();
          renderDropdown(searchInput.value);
        };
      });
    };
    const renderDropdown = (query) => {
      const q = (query || "").toLowerCase().trim();
      const selectedSet = new Set(type === "trigger" ? this.selectedTriggerProducts : this.selectedRecommendedProducts);
      let filtered = this.allProducts;
      if (q) {
        filtered = filtered.filter(p => p.name.toLowerCase().includes(q));
      }
      filtered = filtered.slice(0, 50); // Limit for performance
      if (!q && !filtered.length) {
        dropdown.classList.remove("open");
        return;
      }
      dropdown.innerHTML = filtered.map(p => {
        const isSelected = selectedSet.has(p.woo_product_id);
        return `
          <div class="product-option ${isSelected ? "selected" : ""}" data-id="${p.woo_product_id}">
            <span>${p.name}</span>
            <span class="price">$${p.price || 0}</span>
          </div>
        `;
      }).join("");
      dropdown.querySelectorAll(".product-option").forEach(opt => {
        opt.onclick = () => {
          const id = parseInt(opt.dataset.id, 10);
          if (type === "trigger") {
            if (!this.selectedTriggerProducts.includes(id)) {
              this.selectedTriggerProducts.push(id);
            }
          } else {
            if (!this.selectedRecommendedProducts.includes(id)) {
              this.selectedRecommendedProducts.push(id);
            }
          }
          searchInput.value = "";
          dropdown.classList.remove("open");
          renderSelected();
        };
      });
      dropdown.classList.add("open");
    };
    searchInput.oninput = () => {
      clearTimeout(this[`_${type}Timer`]);
      this[`_${type}Timer`] = setTimeout(() => renderDropdown(searchInput.value), 150);
    };
    searchInput.onfocus = () => {
      if (searchInput.value || this.allProducts.length) {
        renderDropdown(searchInput.value);
      }
    };
    // Close dropdown on outside click
    document.addEventListener("click", (e) => {
      if (!this.shadowRoot.getElementById(`${type}Selector`)?.contains(e.target)) {
        dropdown.classList.remove("open");
      }
    });
    renderSelected();
  }
  async save() {
@@ -252,29 +406,30 @@ class RecommendationsCrud extends HTMLElement {
    const priority = parseInt(this.shadowRoot.getElementById("priorityInput").value, 10) || 100;
    const active = this.shadowRoot.getElementById("activeInput").checked;
    // Parse comma-separated values into arrays
    const triggerKeywords = this.parseCommaSeparated(this.shadowRoot.getElementById("triggerInput").value);
    const queries = this.parseCommaSeparated(this.shadowRoot.getElementById("queriesInput").value);
    const askSlotsKeywords = this.parseCommaSeparated(this.shadowRoot.getElementById("askSlotsInput").value);
    if (!ruleKey) {
-      alert("El rule_key es requerido");
+      alert("El nombre de la regla es requerido");
      return;
    }
-    // Build trigger object with keywords array
+    if (!this.selectedTriggerProducts.length) {
-    const trigger = triggerKeywords.length > 0 ? { keywords: triggerKeywords } : {};
+      alert("Selecciona al menos un producto trigger");
      return;
    }
-    // Ask slots as simple array of keywords (LLM will formulate questions naturally)
+    if (!this.selectedRecommendedProducts.length) {
-    const ask_slots = askSlotsKeywords;
+      alert("Selecciona al menos un producto para recomendar");
      return;
    }
    const data = {
      rule_key: ruleKey,
-      trigger,
+      trigger: {}, // Legacy field, keep empty
-      queries,
+      queries: [], // Legacy field, keep empty
-      ask_slots,
+      ask_slots: [],
      active,
      priority,
      trigger_product_ids: this.selectedTriggerProducts,
      recommended_product_ids: this.selectedRecommendedProducts,
    };
    try {
@@ -312,6 +467,8 @@ class RecommendationsCrud extends HTMLElement {
  cancel() {
    this.editMode = null;
    this.selected = null;
    this.selectedTriggerProducts = [];
    this.selectedRecommendedProducts = [];
    this.renderList();
    this.renderForm();
  }
--- a/public/components/run-timeline.js
+++ b/public/components/run-timeline.js
@@ -53,6 +53,8 @@ class RunTimeline extends HTMLElement {
    this.shadowRoot.getElementById("refresh").onclick = () => this.loadMessages();
    this._unsubSel = on("ui:selectedChat", async ({ chat_id }) => {
      // Si es el mismo chat, no recargar (para no borrar burbujas optimistas)
      if (this.chatId === chat_id) return;
      this.chatId = chat_id;
      await this.loadMessages();
    });
@@ -76,7 +78,13 @@ class RunTimeline extends HTMLElement {
    // Listen for optimistic messages (show bubble immediately before API response)
    this._unsubOptimistic = on("message:optimistic", (msg) => {
-      if (!this.chatId || msg.chat_id !== this.chatId) return;
+      // Si no hay chatId seteado, setearlo al del mensaje
      if (!this.chatId) {
        this.chatId = msg.chat_id;
        this.shadowRoot.getElementById("chat").textContent = msg.chat_id;
        this.shadowRoot.getElementById("meta").textContent = "Nueva conversación";
      }
      if (msg.chat_id !== this.chatId) return;
      this.addOptimisticBubble(msg);
    });
  }
@@ -135,8 +143,20 @@ class RunTimeline extends HTMLElement {
    meta.textContent = `Mostrando historial (últimos ${this.items.length}).`;
    count.textContent = this.items.length ? `${this.items.length} msgs` : "";
    // Capturar info de burbujas optimistas antes de limpiar
    const optimisticBubbles = [...log.querySelectorAll('.bubble[data-message-id^="optimistic-"]')];
    const optimisticTexts = optimisticBubbles.map(b => {
      const textEl = b.querySelector("div:not(.name):not(.meta)");
      return (textEl ? textEl.textContent : "").trim().toLowerCase();
    });
    log.innerHTML = "";
    // Obtener textos de mensajes IN del servidor (normalizados para comparación)
    const serverUserTexts = this.items
      .filter(m => m.direction === "in")
      .map(m => (m.text || "").trim().toLowerCase());
    for (const m of this.items) {
      const who = m.direction === "in" ? "user" : "bot";
      const isErr = this.isErrorMsg(m);
@@ -164,8 +184,23 @@ class RunTimeline extends HTMLElement {
      log.appendChild(bubble);
    }
-    // auto-scroll
+    // Re-agregar burbujas optimistas SOLO si su texto no está ya en los mensajes del servidor
    // Comparación case-insensitive y trimmed
    let addedOptimistic = false;
    for (let i = 0; i < optimisticBubbles.length; i++) {
      const optText = optimisticTexts[i];
      // Si el texto ya existe en un mensaje del servidor, no re-agregar
      if (serverUserTexts.includes(optText)) {
        continue;
      }
      log.appendChild(optimisticBubbles[i]);
      addedOptimistic = true;
    }
    // auto-scroll solo si agregamos burbujas optimistas nuevas
    if (addedOptimistic) {
      log.scrollTop = log.scrollHeight;
    }
    requestAnimationFrame(() => this.emitLayout());
    this.bindScroll(log);
@@ -193,29 +228,7 @@ class RunTimeline extends HTMLElement {
      };
    });
    emit("ui:bubblesLayout", { chat_id: this.chatId, items });
-    // #region agent log
+}
    fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
      method: "POST",
      headers: { "Content-Type": "application/json" },
      body: JSON.stringify({
        sessionId: "debug-session",
        runId: "pre-fix",
        hypothesisId: "H15",
        location: "run-timeline.js:180",
        message: "bubbles_layout",
        data: {
          count: items.length,
          chat_id: this.chatId || null,
          scroll_height: log.scrollHeight,
          client_height: log.clientHeight,
          host_height: this.getBoundingClientRect().height,
          box_height: box ? box.getBoundingClientRect().height : null,
        },
        timestamp: Date.now(),
      }),
    }).catch(() => {});
    // #endregion
  }
  highlightMessage(message_id) {
    const log = this.shadowRoot.getElementById("log");
@@ -275,7 +288,12 @@ class RunTimeline extends HTMLElement {
    bubble.appendChild(metaEl);
    log.appendChild(bubble);
    // Solo hacer scroll si el usuario ya estaba cerca del final (dentro de 100px)
    const wasNearBottom = (log.scrollHeight - log.scrollTop - log.clientHeight) < 100;
    if (wasNearBottom) {
      log.scrollTop = log.scrollHeight;
    }
    // Emit layout update
    requestAnimationFrame(() => this.emitLayout());
--- a/public/components/users-crud.js
+++ b/public/components/users-crud.js
@@ -9,6 +9,7 @@ class UsersCrud extends HTMLElement {
    this.selected = null;
    this.loading = false;
    this.searchQuery = "";
    this.wooFilter = false;
    this.shadowRoot.innerHTML = `
      <style>
@@ -49,7 +50,9 @@ class UsersCrud extends HTMLElement {
        .loading { text-align:center; padding:40px; color:#8aa0b5; }
        .stats { display:flex; gap:16px; margin-bottom:16px; }
-        .stat { background:#0f1520; border:1px solid #253245; border-radius:8px; padding:12px; flex:1; text-align:center; }
+        .stat { background:#0f1520; border:1px solid #253245; border-radius:8px; padding:12px; flex:1; text-align:center; cursor:pointer; transition:all .15s; }
        .stat:hover { border-color:#1f6feb; }
        .stat.active { border-color:#1f6feb; background:#111b2a; }
        .stat-value { font-size:24px; font-weight:700; color:#1f6feb; }
        .stat-label { font-size:11px; color:#8aa0b5; text-transform:uppercase; margin-top:4px; }
      </style>
@@ -58,11 +61,11 @@ class UsersCrud extends HTMLElement {
        <div class="panel">
          <div class="panel-title">Usuarios</div>
          <div class="stats">
-            <div class="stat">
+            <div class="stat" id="statTotal">
              <div class="stat-value" id="totalCount">—</div>
              <div class="stat-label">Total</div>
            </div>
-            <div class="stat">
+            <div class="stat" id="statWoo">
              <div class="stat-value" id="wooCount">—</div>
              <div class="stat-label">Con Woo ID</div>
            </div>
@@ -92,9 +95,29 @@ class UsersCrud extends HTMLElement {
      this._searchTimer = setTimeout(() => this.load(), 300);
    };
    // Stats click handlers
    this.shadowRoot.getElementById("statTotal").onclick = () => {
      this.wooFilter = false;
      this.renderList();
      this.updateStatStyles();
    };
    this.shadowRoot.getElementById("statWoo").onclick = () => {
      this.wooFilter = !this.wooFilter;
      this.renderList();
      this.updateStatStyles();
    };
    this.load();
  }
  updateStatStyles() {
    const statTotal = this.shadowRoot.getElementById("statTotal");
    const statWoo = this.shadowRoot.getElementById("statWoo");
    statTotal.classList.toggle("active", !this.wooFilter);
    statWoo.classList.toggle("active", this.wooFilter);
  }
  async load() {
    this.loading = true;
    this.renderList();
@@ -129,13 +152,18 @@ class UsersCrud extends HTMLElement {
      return;
    }
-    if (!this.items.length) {
+    // Filter by woo ID if filter is active
    const filteredItems = this.wooFilter 
      ? this.items.filter(u => u.external_customer_id)
      : this.items;
    if (!filteredItems.length) {
      list.innerHTML = `<div class="loading">No se encontraron usuarios</div>`;
      return;
    }
    list.innerHTML = "";
-    for (const item of this.items) {
+    for (const item of filteredItems) {
      const el = document.createElement("div");
      el.className = "item" + (this.selected?.chat_id === item.chat_id ? " active" : "");
--- a/public/lib/api.js
+++ b/public/lib/api.js
@@ -76,6 +76,30 @@ export const api = {
    return fetch("/products/sync", { method: "POST" }).then(r => r.json());
  },
  async updateProductUnit(wooProductId, { sell_unit }) {
    return fetch(`/products/${encodeURIComponent(wooProductId)}/unit`, {
      method: "PATCH",
      headers: { "Content-Type": "application/json" },
      body: JSON.stringify({ sell_unit }),
    }).then(r => r.json());
  },
  async updateProduct(wooProductId, { sell_unit, categories }) {
    return fetch(`/products/${encodeURIComponent(wooProductId)}`, {
      method: "PATCH",
      headers: { "Content-Type": "application/json" },
      body: JSON.stringify({ sell_unit, categories }),
    }).then(r => r.json());
  },
  async updateProductsUnit(wooProductIds, { sell_unit }) {
    return fetch(`/products/bulk/unit`, {
      method: "PATCH",
      headers: { "Content-Type": "application/json" },
      body: JSON.stringify({ woo_product_ids: wooProductIds, sell_unit }),
    }).then(r => r.json());
  },
  // Aliases CRUD
  async aliases({ q = "", woo_product_id = null, limit = 200 } = {}) {
    const u = new URL("/aliases", location.origin);
--- a/src/modules/0-ui/controllers/products.js
+++ b/src/modules/0-ui/controllers/products.js
@@ -1,4 +1,4 @@
-import { handleSearchProducts, handleListProducts, handleGetProduct, handleSyncProducts } from "../handlers/products.js";
+import { handleSearchProducts, handleListProducts, handleGetProduct, handleSyncProducts, handleUpdateProductUnit, handleBulkUpdateProductUnit, handleUpdateProduct } from "../handlers/products.js";
 export const makeSearchProducts = (tenantIdOrFn) => async (req, res) => {
  try {
@@ -54,3 +54,60 @@ export const makeSyncProducts = (tenantIdOrFn) => async (req, res) => {
  }
 };
 export const makeUpdateProductUnit = (tenantIdOrFn) => async (req, res) => {
  try {
    const tenantId = typeof tenantIdOrFn === "function" ? tenantIdOrFn() : tenantIdOrFn;
    const wooProductId = req.params.id;
    const { sell_unit } = req.body || {};
    if (!sell_unit || !["kg", "unit"].includes(sell_unit)) {
      return res.status(400).json({ ok: false, error: "invalid_sell_unit" });
    }
    const result = await handleUpdateProductUnit({ tenantId, wooProductId, sell_unit });
    res.json(result);
  } catch (err) {
    console.error(err);
    res.status(500).json({ ok: false, error: "internal_error" });
  }
 };
 export const makeBulkUpdateProductUnit = (tenantIdOrFn) => async (req, res) => {
  try {
    const tenantId = typeof tenantIdOrFn === "function" ? tenantIdOrFn() : tenantIdOrFn;
    const { woo_product_ids, sell_unit } = req.body || {};
    if (!sell_unit || !["kg", "unit"].includes(sell_unit)) {
      return res.status(400).json({ ok: false, error: "invalid_sell_unit" });
    }
    if (!Array.isArray(woo_product_ids) || !woo_product_ids.length) {
      return res.status(400).json({ ok: false, error: "invalid_woo_product_ids" });
    }
    const result = await handleBulkUpdateProductUnit({ tenantId, wooProductIds: woo_product_ids, sell_unit });
    res.json(result);
  } catch (err) {
    console.error(err);
    res.status(500).json({ ok: false, error: "internal_error" });
  }
 };
 export const makeUpdateProduct = (tenantIdOrFn) => async (req, res) => {
  try {
    const tenantId = typeof tenantIdOrFn === "function" ? tenantIdOrFn() : tenantIdOrFn;
    const wooProductId = req.params.id;
    const { sell_unit, categories } = req.body || {};
    if (sell_unit && !["kg", "unit"].includes(sell_unit)) {
      return res.status(400).json({ ok: false, error: "invalid_sell_unit" });
    }
    const result = await handleUpdateProduct({ tenantId, wooProductId, sell_unit, categories });
    res.json(result);
  } catch (err) {
    console.error(err);
    res.status(500).json({ ok: false, error: "internal_error" });
  }
 };
--- a/src/modules/0-ui/db/repo.js
+++ b/src/modules/0-ui/db/repo.js
@@ -22,7 +22,8 @@ export async function listProducts({ tenantId, q = "", limit = 2000, offset = 0
        categories,
        attributes_normalized,
        updated_at as refreshed_at,
-        raw as payload
+        raw as payload,
        raw->>'_sell_unit_override' as sell_unit
      from woo_products_snapshot
      where tenant_id = $1
        and (name ilike $2 or coalesce(slug,'') ilike $2)
@@ -41,7 +42,8 @@ export async function listProducts({ tenantId, q = "", limit = 2000, offset = 0
        categories,
        attributes_normalized,
        updated_at as refreshed_at,
-        raw as payload
+        raw as payload,
        raw->>'_sell_unit_override' as sell_unit
      from woo_products_snapshot
      where tenant_id = $1
      order by name asc
@@ -65,7 +67,8 @@ export async function getProductByWooId({ tenantId, wooProductId }) {
      categories,
      attributes_normalized,
      updated_at as refreshed_at,
-      raw as payload
+      raw as payload,
      raw->>'_sell_unit_override' as sell_unit
    from woo_products_snapshot
    where tenant_id = $1 and woo_id = $2
    limit 1
@@ -74,6 +77,66 @@ export async function getProductByWooId({ tenantId, wooProductId }) {
  return rows[0] || null;
 }
 export async function updateProductSellUnit({ tenantId, wooProductId, sell_unit }) {
  const sql = `
    update woo_products_snapshot
    set raw = jsonb_set(coalesce(raw, '{}'::jsonb), '{_sell_unit_override}', $3::jsonb)
    where tenant_id = $1 and woo_id = $2
    returning woo_id as woo_product_id
  `;
  const { rows } = await pool.query(sql, [tenantId, wooProductId, JSON.stringify(sell_unit)]);
  return rows[0] || null;
 }
 export async function bulkUpdateProductSellUnit({ tenantId, wooProductIds, sell_unit }) {
  if (!wooProductIds || !wooProductIds.length) return { updated: 0 };
  const sql = `
    update woo_products_snapshot
    set raw = jsonb_set(coalesce(raw, '{}'::jsonb), '{_sell_unit_override}', $3::jsonb)
    where tenant_id = $1 and woo_id = ANY($2::int[])
  `;
  const result = await pool.query(sql, [tenantId, wooProductIds, JSON.stringify(sell_unit)]);
  return { updated: result.rowCount };
 }
 export async function updateProduct({ tenantId, wooProductId, sell_unit, categories }) {
  // Build the JSONB update dynamically
  let updates = [];
  let params = [tenantId, wooProductId];
  let paramIdx = 3;
  if (sell_unit) {
    updates.push(`raw = jsonb_set(coalesce(raw, '{}'::jsonb), '{_sell_unit_override}', $${paramIdx}::jsonb)`);
    params.push(JSON.stringify(sell_unit));
    paramIdx++;
  }
  if (categories) {
    // Also update the categories column if it exists
    updates.push(`categories = $${paramIdx}::jsonb`);
    params.push(JSON.stringify(categories.map(name => ({ name }))));
    paramIdx++;
    // Also store in raw for persistence
    updates.push(`raw = jsonb_set(coalesce(raw, '{}'::jsonb), '{_categories_override}', $${paramIdx}::jsonb)`);
    params.push(JSON.stringify(categories));
    paramIdx++;
  }
  if (!updates.length) return null;
  const sql = `
    update woo_products_snapshot
    set ${updates.join(", ")}
    where tenant_id = $1 and woo_id = $2
    returning woo_id as woo_product_id
  `;
  const { rows } = await pool.query(sql, params);
  return rows[0] || null;
 }
 // ─────────────────────────────────────────────────────────────
 // Aliases
 // ─────────────────────────────────────────────────────────────
@@ -188,7 +251,8 @@ export async function listRecommendations({ tenantId, q = "", limit = 200 }) {
  if (query) {
    const like = `%${query}%`;
    sql = `
-      select id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+      select id, rule_key, trigger, queries, boosts, ask_slots, active, priority, 
             trigger_product_ids, recommended_product_ids, created_at, updated_at
      from product_reco_rules
      where tenant_id = $1 and rule_key ilike $2
      order by priority desc, rule_key asc
@@ -197,7 +261,8 @@ export async function listRecommendations({ tenantId, q = "", limit = 200 }) {
    params = [tenantId, like, lim];
  } else {
    sql = `
-      select id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+      select id, rule_key, trigger, queries, boosts, ask_slots, active, priority,
             trigger_product_ids, recommended_product_ids, created_at, updated_at
      from product_reco_rules
      where tenant_id = $1
      order by priority desc, rule_key asc
@@ -212,7 +277,8 @@ export async function listRecommendations({ tenantId, q = "", limit = 200 }) {
 export async function getRecommendationById({ tenantId, id }) {
  const sql = `
-    select id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+    select id, rule_key, trigger, queries, boosts, ask_slots, active, priority,
           trigger_product_ids, recommended_product_ids, created_at, updated_at
    from product_reco_rules
    where tenant_id = $1 and id = $2
    limit 1
@@ -230,11 +296,13 @@ export async function insertRecommendation({
  ask_slots = [],
  active = true,
  priority = 100,
  trigger_product_ids = [],
  recommended_product_ids = [],
 }) {
  const sql = `
-    insert into product_reco_rules (tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority)
+    insert into product_reco_rules (tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority, trigger_product_ids, recommended_product_ids)
-    values ($1, $2, $3, $4, $5, $6, $7, $8)
+    values ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)
-    returning id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+    returning id, rule_key, trigger, queries, boosts, ask_slots, active, priority, trigger_product_ids, recommended_product_ids, created_at, updated_at
  `;
  const { rows } = await pool.query(sql, [
@@ -246,6 +314,8 @@ export async function insertRecommendation({
    JSON.stringify(ask_slots || []),
    active !== false,
    priority || 100,
    trigger_product_ids || [],
    recommended_product_ids || [],
  ]);
  return rows[0];
@@ -260,6 +330,8 @@ export async function updateRecommendation({
  ask_slots,
  active,
  priority,
  trigger_product_ids,
  recommended_product_ids,
 }) {
  const sql = `
    update product_reco_rules
@@ -270,9 +342,11 @@ export async function updateRecommendation({
      ask_slots = $6,
      active = $7,
      priority = $8,
      trigger_product_ids = $9,
      recommended_product_ids = $10,
      updated_at = now()
    where tenant_id = $1 and id = $2
-    returning id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+    returning id, rule_key, trigger, queries, boosts, ask_slots, active, priority, trigger_product_ids, recommended_product_ids, created_at, updated_at
  `;
  const { rows } = await pool.query(sql, [
@@ -284,6 +358,8 @@ export async function updateRecommendation({
    JSON.stringify(ask_slots || []),
    active !== false,
    priority || 100,
    trigger_product_ids || [],
    recommended_product_ids || [],
  ]);
  return rows[0] || null;
--- a/src/modules/0-ui/handlers/products.js
+++ b/src/modules/0-ui/handlers/products.js
@@ -1,5 +1,5 @@
 import { searchSnapshotItems } from "../../shared/wooSnapshot.js";
-import { listProducts, getProductByWooId } from "../db/repo.js";
+import { listProducts, getProductByWooId, updateProductSellUnit, bulkUpdateProductSellUnit, updateProduct } from "../db/repo.js";
 export async function handleSearchProducts({ tenantId, q = "", limit = "10", forceWoo = "0" }) {
  const { items, source } = await searchSnapshotItems({
@@ -25,3 +25,18 @@ export async function handleSyncProducts({ tenantId }) {
  return { ok: true, message: "Sync triggered (use import script for full sync)" };
 }
 export async function handleUpdateProductUnit({ tenantId, wooProductId, sell_unit }) {
  await updateProductSellUnit({ tenantId, wooProductId, sell_unit });
  return { ok: true, woo_product_id: wooProductId, sell_unit };
 }
 export async function handleBulkUpdateProductUnit({ tenantId, wooProductIds, sell_unit }) {
  await bulkUpdateProductSellUnit({ tenantId, wooProductIds, sell_unit });
  return { ok: true, updated_count: wooProductIds.length, sell_unit };
 }
 export async function handleUpdateProduct({ tenantId, wooProductId, sell_unit, categories }) {
  await updateProduct({ tenantId, wooProductId, sell_unit, categories });
  return { ok: true, woo_product_id: wooProductId, sell_unit, categories };
 }
--- a/src/modules/0-ui/handlers/recommendations.js
+++ b/src/modules/0-ui/handlers/recommendations.js
@@ -24,8 +24,10 @@ export async function handleCreateRecommendation({
  ask_slots = [],
  active = true,
  priority = 100,
  trigger_product_ids = [],
  recommended_product_ids = [],
 }) {
-  return insertRecommendation({ tenantId, rule_key, trigger, queries, boosts, ask_slots, active, priority });
+  return insertRecommendation({ tenantId, rule_key, trigger, queries, boosts, ask_slots, active, priority, trigger_product_ids, recommended_product_ids });
 }
 export async function handleUpdateRecommendation({
@@ -37,8 +39,10 @@ export async function handleUpdateRecommendation({
  ask_slots,
  active,
  priority,
  trigger_product_ids,
  recommended_product_ids,
 }) {
-  return updateRecommendation({ tenantId, id, trigger, queries, boosts, ask_slots, active, priority });
+  return updateRecommendation({ tenantId, id, trigger, queries, boosts, ask_slots, active, priority, trigger_product_ids, recommended_product_ids });
 }
 export async function handleDeleteRecommendation({ tenantId, id }) {
--- a/src/modules/1-intake/handlers/evolution.js
+++ b/src/modules/1-intake/handlers/evolution.js
@@ -6,27 +6,7 @@ import { debug as dbg } from "../../shared/debug.js";
 export async function handleEvolutionWebhook(body) {
  const t0 = Date.now();
  const parsed = parseEvolutionWebhook(body);
-  // #region agent log
+if (!parsed.ok) {
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H1",
      location: "evolution.js:9",
      message: "parsed_webhook",
      data: {
        ok: parsed?.ok,
        reason: parsed?.reason || null,
        has_text: Boolean(parsed?.text),
        source: parsed?.source || null,
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  if (!parsed.ok) {
    return { status: 200, payload: { ok: true, ignored: parsed.reason } };
  }
--- a/src/modules/1-intake/routes/simulator.js
+++ b/src/modules/1-intake/routes/simulator.js
@@ -6,7 +6,7 @@ import { makeListRuns, makeGetRunById } from "../../0-ui/controllers/runs.js";
 import { makeSimSend } from "../controllers/sim.js";
 import { makeGetConversationState } from "../../0-ui/controllers/conversationState.js";
 import { makeListMessages } from "../../0-ui/controllers/messages.js";
-import { makeSearchProducts, makeListProducts, makeGetProduct, makeSyncProducts } from "../../0-ui/controllers/products.js";
+import { makeSearchProducts, makeListProducts, makeGetProduct, makeSyncProducts, makeUpdateProductUnit, makeBulkUpdateProductUnit, makeUpdateProduct } from "../../0-ui/controllers/products.js";
 import { makeListAliases, makeCreateAlias, makeUpdateAlias, makeDeleteAlias } from "../../0-ui/controllers/aliases.js";
 import { makeListRecommendations, makeGetRecommendation, makeCreateRecommendation, makeUpdateRecommendation, makeDeleteRecommendation } from "../../0-ui/controllers/recommendations.js";
 import { makeDeleteConversation, makeDeleteUser, makeListUsers, makeRetryLast } from "../../0-ui/controllers/admin.js";
@@ -53,8 +53,11 @@ export function createSimulatorRouter({ tenantId }) {
  router.get("/messages", makeListMessages(getTenantId));
  router.get("/products", makeListProducts(getTenantId));
  router.get("/products/search", makeSearchProducts(getTenantId));
-  router.get("/products/:id", makeGetProduct(getTenantId));
+  router.patch("/products/bulk/unit", makeBulkUpdateProductUnit(getTenantId));
  router.post("/products/sync", makeSyncProducts(getTenantId));
  router.get("/products/:id", makeGetProduct(getTenantId));
  router.patch("/products/:id/unit", makeUpdateProductUnit(getTenantId));
  router.patch("/products/:id", makeUpdateProduct(getTenantId));
  router.get("/aliases", makeListAliases(getTenantId));
  router.post("/aliases", makeCreateAlias(getTenantId));
--- a/src/modules/2-identity/db/repo.js
+++ b/src/modules/2-identity/db/repo.js
@@ -565,7 +565,8 @@ export async function searchProductAliases({ tenant_id, q = "", limit = 20 }) {
 export async function getRecoRules({ tenant_id }) {
  const sql = `
-    select id, tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+    select id, tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority,
           trigger_product_ids, recommended_product_ids, created_at, updated_at
    from product_reco_rules
    where tenant_id=$1 and active=true
    order by priority asc, id asc
@@ -574,9 +575,26 @@ export async function getRecoRules({ tenant_id }) {
  return rows;
 }
 /**
 * Buscar reglas que tengan alguno de los productos como trigger.
 */
 export async function getRecoRulesByProductIds({ tenant_id, product_ids = [] }) {
  if (!product_ids?.length) return [];
  const sql = `
    select id, tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority,
           trigger_product_ids, recommended_product_ids, created_at, updated_at
    from product_reco_rules
    where tenant_id=$1 and active=true and trigger_product_ids && $2::int[]
    order by priority asc, id asc
  `;
  const { rows } = await pool.query(sql, [tenant_id, product_ids]);
  return rows;
 }
 export async function getRecoRuleByKey({ tenant_id, rule_key }) {
  const sql = `
-    select id, tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority, created_at, updated_at
+    select id, tenant_id, rule_key, trigger, queries, boosts, ask_slots, active, priority,
           trigger_product_ids, recommended_product_ids, created_at, updated_at
    from product_reco_rules
    where tenant_id=$1 and rule_key=$2
    limit 1
--- a/src/modules/2-identity/services/pipeline.js
+++ b/src/modules/2-identity/services/pipeline.js
@@ -123,28 +123,7 @@ export async function processMessage({
  meta = null,
 }) {
  const { started_at, mark, msBetween } = makePerf();
-  // #region agent log
+const prev = await touchConversationState({ tenant_id: tenantId, wa_chat_id: chat_id });
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H2",
      location: "pipeline.js:128",
      message: "processMessage_enter",
      data: {
        tenantId: tenantId || null,
        provider,
        chat_id: chat_id || null,
        text_len: String(text || "").length,
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  const prev = await touchConversationState({ tenant_id: tenantId, wa_chat_id: chat_id });
  mark("start");
  const stageDebug = dbg.perf;
@@ -153,27 +132,7 @@ export async function processMessage({
    prev?.state_updated_at &&
    Date.now() - new Date(prev.state_updated_at).getTime() > 24 * 60 * 60 * 1000;
  const prev_state = isStale ? "IDLE" : prev?.state || "IDLE";
-  // #region agent log
+let externalCustomerId = await getExternalCustomerIdByChat({
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H3",
      location: "pipeline.js:150",
      message: "conversation_state_loaded",
      data: {
        prev_state,
        isStale: Boolean(isStale),
        state_updated_at: prev?.state_updated_at || null,
        has_context: Boolean(prev?.context && typeof prev?.context === "object"),
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  let externalCustomerId = await getExternalCustomerIdByChat({
    tenant_id: tenantId,
    wa_chat_id: chat_id,
    provider: "woo",
@@ -203,6 +162,9 @@ export async function processMessage({
  logStage(stageDebug, "history", { has_history: Array.isArray(conversation_history), state: prev_state });
  let reducedContext = prev?.context && typeof prev?.context === "object" ? { ...prev.context } : {};
  // #region agent log
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b",{method:"POST",headers:{"Content-Type":"application/json"},body:JSON.stringify({location:"pipeline.js:164",message:"pipeline_loaded_context",data:{prev_state,has_prev_context:!!prev?.context,reducedContext_has_order_basket:!!reducedContext?.order_basket,reducedContext_basket_count:reducedContext?.order_basket?.items?.length||0,reducedContext_basket_labels:(reducedContext?.order_basket?.items||[]).map(i=>i.label)},timestamp:Date.now(),sessionId:"debug-session",hypothesisId:"H3-H4"})}).catch(()=>{});
  // #endregion
  let decision;
  let plan;
  let llmMeta;
@@ -222,28 +184,7 @@ export async function processMessage({
  llmMeta = { kind: "nlu_v3", audit: decision.audit || null };
  tools = [];
  mark("after_turn_v3");
-  // #region agent log
+const runStatus = llmMeta?.error ? "warn" : "ok";
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H4",
      location: "pipeline.js:198",
      message: "turn_v3_result",
      data: {
        intent: plan?.intent || null,
        next_state: plan?.next_state || null,
        missing_fields: Array.isArray(plan?.missing_fields) ? plan.missing_fields.length : null,
        actions_count: Array.isArray(decision?.actions) ? decision.actions.length : null,
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  const runStatus = llmMeta?.error ? "warn" : "ok";
  const isSimulated = provider === "sim" || meta?.source === "sim";
  const invariants = {
@@ -401,6 +342,10 @@ export async function processMessage({
    woo_customer_error: wooCustomerError,
  };
  // #region agent log
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b",{method:"POST",headers:{"Content-Type":"application/json"},body:JSON.stringify({location:"pipeline.js:345",message:"pipeline_saving_context",data:{reducedContext_basket_count:reducedContext?.order_basket?.items?.length||0,context_patch_basket_count:decision?.context_patch?.order_basket?.items?.length||0,final_context_basket_count:context?.order_basket?.items?.length||0,final_context_basket_labels:(context?.order_basket?.items||[]).map(i=>i.label),plan_intent:plan?.intent},timestamp:Date.now(),sessionId:"debug-session",hypothesisId:"H2-H4"})}).catch(()=>{});
  // #endregion
  const nextState = safeNextState(prev_state, context, { requested_checkout: plan.intent === "checkout" }).next_state;
  plan.next_state = nextState;
@@ -429,6 +374,9 @@ export async function processMessage({
    await updateRunLatency({ tenant_id: tenantId, run_id, latency_ms: end_to_end_ms });
  }
  // Incluir carrito completo para la UI
  const fullBasket = context?.order_basket?.items || [];
  sseSend("run.created", {
    run_id,
    ts: nowIso(),
@@ -437,7 +385,7 @@ export async function processMessage({
    status: runStatus,
    prev_state,
    input: { text },
-    llm_output: { ...plan, _llm: llmMeta },
+    llm_output: { ...plan, _llm: llmMeta, full_basket: { items: fullBasket } },
    tools,
    invariants,
    final_reply: plan.reply,
--- a/src/modules/3-turn-engine/catalogRetrieval.js
+++ b/src/modules/3-turn-engine/catalogRetrieval.js
@@ -1,7 +1,7 @@
 import crypto from "crypto";
 import OpenAI from "openai";
 import { debug as dbg } from "../shared/debug.js";
-import { searchSnapshotItems } from "../shared/wooSnapshot.js";
+import { searchSnapshotItems, getSnapshotItemsByIds } from "../shared/wooSnapshot.js";
 import {
  searchProductAliases,
  getProductEmbedding,
@@ -137,48 +137,53 @@ export async function retrieveCandidates({
  const audit = { query: q, sources: {}, boosts: {}, embeddings: {} };
  // 1) Buscar aliases que matcheen la query
  const aliases = await searchProductAliases({ tenant_id: tenantId, q, limit: 20 });
  const aliasBoostByProduct = new Map();
  const aliasProductIds = new Set();
  for (const a of aliases) {
    if (a?.woo_product_id) {
      const id = Number(a.woo_product_id);
      const boost = Number(a.boost || 0);
      aliasBoostByProduct.set(id, Math.max(aliasBoostByProduct.get(id) || 0, boost || 0));
      aliasProductIds.add(id);
    }
  }
  audit.sources.aliases = aliases.length;
  // 2) Buscar productos por nombre/slug (búsqueda literal)
  const { items: wooItems, source: wooSource } = await searchSnapshotItems({
    tenantId,
    q,
    limit: lim,
  });
  audit.sources.snapshot = { source: wooSource, count: wooItems?.length || 0 };
  // #region agent log
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H9",
      location: "catalogRetrieval.js:158",
      message: "catalog_sources",
      data: {
        query: q,
        aliases_count: aliases.length,
        snapshot_count: wooItems?.length || 0,
        snapshot_source: wooSource || null,
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
-  let candidates = (wooItems || []).map((c) => {
+  // 3) Traer productos que matchearon por alias pero no por búsqueda literal
  const foundIds = new Set(wooItems.map(w => Number(w.woo_product_id)));
  const missingAliasIds = [...aliasProductIds].filter(id => !foundIds.has(id));
  let aliasItems = [];
  if (missingAliasIds.length > 0) {
    const { items: fromAlias } = await getSnapshotItemsByIds({
      tenantId,
      wooProductIds: missingAliasIds,
    });
    aliasItems = fromAlias || [];
    audit.sources.alias_products = aliasItems.length;
  }
 // 4) Combinar productos de búsqueda literal + productos de aliases
  const allItems = [...(wooItems || []), ...aliasItems];
  let candidates = allItems.map((c) => {
    const lit = literalScore(q, c);
    const boost = aliasBoostByProduct.get(Number(c.woo_product_id)) || 0;
-    return { ...c, _score: lit + boost, _score_detail: { literal: lit, alias_boost: boost } };
+    // Productos encontrados solo por alias tienen lit=0 pero boost alto
    const finalScore = lit + boost + (aliasProductIds.has(Number(c.woo_product_id)) && lit < 0.3 ? 0.5 : 0);
    return { 
      ...c, 
      _score: finalScore, 
      _score_detail: { literal: lit, alias_boost: boost, from_alias: aliasProductIds.has(Number(c.woo_product_id)) } 
    };
  });
  // embeddings: opcional, si hay key y tenemos candidatos
--- a/src/modules/3-turn-engine/fsm.js
+++ b/src/modules/3-turn-engine/fsm.js
@@ -10,8 +10,11 @@
 export const ConversationState = Object.freeze({
  IDLE: "IDLE",
  BROWSING: "BROWSING",
  CLARIFYING_ITEMS: "CLARIFYING_ITEMS", // Clarificando items pendientes uno por uno
  AWAITING_QUANTITY: "AWAITING_QUANTITY",
  CART_ACTIVE: "CART_ACTIVE",
  CLARIFYING_PAYMENT: "CLARIFYING_PAYMENT", // Preguntando método de pago (efectivo/link)
  CLARIFYING_SHIPPING: "CLARIFYING_SHIPPING", // Preguntando delivery o retiro
  AWAITING_ADDRESS: "AWAITING_ADDRESS",
  AWAITING_PAYMENT: "AWAITING_PAYMENT",
  COMPLETED: "COMPLETED",
@@ -34,6 +37,16 @@ function hasPendingItem(ctx) {
  return Boolean(ctx?.pending_item?.product_id || ctx?.pending_item?.sku);
 }
 /**
 * Verifica si hay items pendientes de clarificar (nuevo modelo acumulativo).
 * Un item pendiente tiene status "needs_type" o "needs_quantity".
 */
 function hasPendingItems(ctx) {
  const items = ctx?.pending_items;
  if (!Array.isArray(items) || items.length === 0) return false;
  return items.some(i => i.status === "needs_type" || i.status === "needs_quantity");
 }
 function hasAddress(ctx) {
  return Boolean(ctx?.delivery_address?.text || ctx?.address?.text || ctx?.address_text);
 }
@@ -55,6 +68,34 @@ function isPaid(ctx) {
  return st === "approved" || st === "paid";
 }
 /**
 * Verifica si estamos clarificando método de pago.
 */
 function isClarifyingPayment(ctx) {
  return ctx?.checkout_step === "payment_method";
 }
 /**
 * Verifica si estamos clarificando shipping (delivery/retiro).
 */
 function isClarifyingShipping(ctx) {
  return ctx?.checkout_step === "shipping_method";
 }
 /**
 * Verifica si ya se eligió método de pago.
 */
 function hasPaymentMethod(ctx) {
  return Boolean(ctx?.payment_method); // "cash" | "link"
 }
 /**
 * Verifica si ya se eligió método de envío.
 */
 function hasShippingMethod(ctx) {
  return Boolean(ctx?.shipping_method); // "delivery" | "pickup"
 }
 /**
 * Deriva el estado objetivo según el contexto actual y señales del turno.
 * `signals` es información determinística del motor del turno (no del LLM),
@@ -67,20 +108,35 @@ export function deriveNextState(prevState, ctx = {}, signals = {}) {
  // Regla 2: si ya existe orden + link de pago, estamos esperando pago
  if (hasWooOrder(ctx) && hasPaymentLink(ctx)) return ConversationState.AWAITING_PAYMENT;
-  // Regla 3: si intentó checkout pero falta dirección
+  // Regla 3: si estamos clarificando método de pago
-  if ((signals.requested_checkout || signals.requested_address) && hasBasketItems(ctx) && !hasAddress(ctx)) {
+  if (isClarifyingPayment(ctx)) {
    return ConversationState.CLARIFYING_PAYMENT;
  }
  // Regla 4: si estamos clarificando shipping
  if (isClarifyingShipping(ctx)) {
    return ConversationState.CLARIFYING_SHIPPING;
  }
  // Regla 5: si intentó checkout, tiene shipping=delivery, pero falta dirección
  if (signals.requested_address || (hasShippingMethod(ctx) && ctx.shipping_method === "delivery" && !hasAddress(ctx))) {
    return ConversationState.AWAITING_ADDRESS;
  }
-  // Regla 4: si hay item pendiente sin completar cantidad
+  // Regla 6: si hay items pendientes de clarificar (nuevo modelo acumulativo)
  if (hasPendingItems(ctx)) {
    return ConversationState.CLARIFYING_ITEMS;
  }
  // Regla 7: si hay item pendiente sin completar cantidad (modelo legacy)
  if (hasPendingItem(ctx) && !signals.pending_item_completed) {
    return ConversationState.AWAITING_QUANTITY;
  }
-  // Regla 5: si hay carrito activo
+  // Regla 8: si hay carrito activo
  if (hasBasketItems(ctx)) return ConversationState.CART_ACTIVE;
-  // Regla 6: si estamos mostrando opciones / esperando selección
+  // Regla 9: si estamos mostrando opciones / esperando selección (modelo legacy)
  if (hasPendingClarification(ctx) || signals.did_show_options || signals.is_browsing) {
    return ConversationState.BROWSING;
  }
@@ -92,30 +148,55 @@ const ALLOWED = Object.freeze({
  [ConversationState.IDLE]: [
    ConversationState.IDLE,
    ConversationState.BROWSING,
    ConversationState.CLARIFYING_ITEMS,
    ConversationState.AWAITING_QUANTITY,
    ConversationState.CART_ACTIVE,
    ConversationState.ERROR_RECOVERY,
  ],
  [ConversationState.BROWSING]: [
    ConversationState.BROWSING,
    ConversationState.CLARIFYING_ITEMS,
    ConversationState.AWAITING_QUANTITY,
    ConversationState.CART_ACTIVE,
    ConversationState.IDLE,
    ConversationState.ERROR_RECOVERY,
  ],
  [ConversationState.CLARIFYING_ITEMS]: [
    ConversationState.CLARIFYING_ITEMS,
    ConversationState.CART_ACTIVE,
    ConversationState.BROWSING,
    ConversationState.IDLE,
    ConversationState.ERROR_RECOVERY,
  ],
  [ConversationState.AWAITING_QUANTITY]: [
    ConversationState.AWAITING_QUANTITY,
    ConversationState.CLARIFYING_ITEMS,
    ConversationState.CART_ACTIVE,
    ConversationState.BROWSING,
    ConversationState.ERROR_RECOVERY,
  ],
  [ConversationState.CART_ACTIVE]: [
    ConversationState.CART_ACTIVE,
    ConversationState.CLARIFYING_ITEMS,
    ConversationState.CLARIFYING_PAYMENT,
    ConversationState.AWAITING_ADDRESS,
    ConversationState.AWAITING_PAYMENT,
    ConversationState.ERROR_RECOVERY,
    ConversationState.BROWSING,
  ],
  [ConversationState.CLARIFYING_PAYMENT]: [
    ConversationState.CLARIFYING_PAYMENT,
    ConversationState.CLARIFYING_SHIPPING,
    ConversationState.CART_ACTIVE, // Volver si cancela
    ConversationState.ERROR_RECOVERY,
  ],
  [ConversationState.CLARIFYING_SHIPPING]: [
    ConversationState.CLARIFYING_SHIPPING,
    ConversationState.AWAITING_ADDRESS, // Si elige delivery
    ConversationState.AWAITING_PAYMENT, // Si elige retiro (directo a crear orden)
    ConversationState.CLARIFYING_PAYMENT, // Volver a cambiar pago
    ConversationState.ERROR_RECOVERY,
  ],
  [ConversationState.AWAITING_ADDRESS]: [
    ConversationState.AWAITING_ADDRESS,
    ConversationState.AWAITING_PAYMENT,
--- a/src/modules/3-turn-engine/openai.js
+++ b/src/modules/3-turn-engine/openai.js
@@ -75,7 +75,7 @@ const NluV3JsonSchema = {
  properties: {
    intent: {
      type: "string",
-      enum: ["price_query", "browse", "add_to_cart", "remove_from_cart", "checkout", "greeting", "recommend", "other"],
+      enum: ["price_query", "browse", "add_to_cart", "remove_from_cart", "checkout", "confirm_order", "select_payment", "select_shipping", "provide_address", "greeting", "recommend", "view_cart", "other"],
    },
    confidence: { type: "number", minimum: 0, maximum: 1 },
    language: { type: "string" },
@@ -103,6 +103,10 @@ const NluV3JsonSchema = {
        },
        attributes: { type: "array", items: { type: "string" } },
        preparation: { type: "array", items: { type: "string" } },
        // Checkout: método de pago, envío, dirección
        payment_method: { anyOf: [{ type: "string", enum: ["cash", "link"] }, { type: "null" }] },
        shipping_method: { anyOf: [{ type: "string", enum: ["delivery", "pickup"] }, { type: "null" }] },
        address: { anyOf: [{ type: "string" }, { type: "null" }] },
        // Soporte para múltiples productos en un mensaje
        items: {
          anyOf: [
@@ -231,6 +235,10 @@ function normalizeNluOutput(parsed, input) {
    selection: entities.selection ?? null,
    attributes: Array.isArray(entities.attributes) ? entities.attributes : [],
    preparation: Array.isArray(entities.preparation) ? entities.preparation : [],
    // Checkout entities (opcionales)
    payment_method: entities.payment_method ?? null,
    shipping_method: entities.shipping_method ?? null,
    address: entities.address ?? null,
    items: normalizedItems,
  };
@@ -250,27 +258,7 @@ function normalizeNluOutput(parsed, input) {
      const canInfer = hasShownOptions && !hasPendingItem;
      const inferred = canInfer ? inferSelectionFromText(input?.last_user_message) : null;
      out.entities.selection = inferred || null;
-      // #region agent log
+}
      fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
        method: "POST",
        headers: { "Content-Type": "application/json" },
        body: JSON.stringify({
          sessionId: "debug-session",
          runId: "pre-fix",
          hypothesisId: "H11",
          location: "openai.js:129",
          message: "selection_inferred",
          data: {
            inferred: Boolean(inferred),
            pending_item: hasPendingItem,
            has_shown_options: hasShownOptions,
            text: String(input?.last_user_message || "").slice(0, 20),
          },
          timestamp: Date.now(),
        }),
      }).catch(() => {});
      // #endregion
    }
  }
  out.needs = {
@@ -293,6 +281,9 @@ function nluV3Fallback() {
      selection: null,
      attributes: [],
      preparation: [],
      payment_method: null,
      shipping_method: null,
      address: null,
      items: null,
    },
    needs: { catalog_lookup: false, knowledge_lookup: false },
@@ -322,7 +313,15 @@ export async function llmNluV3({ input, model } = {}) {
    "- selection SOLO aplica cuando hay opciones visibles para seleccionar (last_shown_options tiene elementos).\n" +
    "- Si el usuario responde 'mostrame más', poné intent='browse' y entities.selection=null (la paginación la maneja el servidor).\n" +
    "- needs.catalog_lookup debe ser true para intents price_query|browse|add_to_cart si NO es una pura selección sobre opciones ya mostradas.\n" +
-    "- Si el usuario pide recomendación/sugerencias, usá intent='recommend' y needs.catalog_lookup=true.\n" +
+    "- PREGUNTAS SOBRE DISPONIBILIDAD: Si el usuario pregunta si hay/venden/tienen un producto (ej: 'vendés vino?', 'tenés chimichurri?', 'hay provoleta?'), usá intent='browse' con product_query=ese producto. needs.catalog_lookup=true.\n" +
    "- RECOMENDACIONES: SOLO usá intent='recommend' si el usuario pide sugerencias SIN mencionar ningún producto (ej: 'qué me recomendás?', 'qué me sugerís?'). Si menciona CUALQUIER producto, usá intent='add_to_cart' con product_query=ese producto. Ejemplos que son add_to_cart: 'me recomendás un vino?', 'recomendame un vino', 'qué vino me recomendás?', 'tenés algún vino bueno?' → TODOS son add_to_cart con product_query='vino'.\n" +
    "- COMPRAR/PEDIR PRODUCTOS: Si el usuario quiere comprar/pedir/llevar productos (ej: 'quiero comprar X', 'quiero X', 'dame X', 'necesito X', 'anotame X'), usá intent='add_to_cart'. needs.catalog_lookup=true. Aunque incluya un saludo o pida recomendación, si menciona productos específicos es add_to_cart.\n" +
    "- SALUDOS: Si el usuario SOLO saluda sin mencionar productos (hola, buen día, buenas tardes, buenas noches, qué tal, hey, hi), usá intent='greeting'. needs.catalog_lookup=false.\n" +
    "- VER CARRITO: Si el usuario pregunta qué tiene anotado/pedido/en el carrito (ej: 'qué tengo?', 'qué llevó?', 'qué anoté?', 'mostrame mi pedido'), usá intent='view_cart'. needs.catalog_lookup=false.\n" +
    "- CONFIRMAR ORDEN: Si el usuario quiere cerrar/confirmar el pedido (ej: 'listo', 'eso es todo', 'cerrar pedido', 'ya está', 'nada más'), usá intent='confirm_order'. needs.catalog_lookup=false.\n" +
    "- SELECCIONAR PAGO: Si el usuario elige método de pago (ej: 'efectivo', 'tarjeta', 'link de pago', 'transferencia'), usá intent='select_payment'. Extraer entities.payment_method='cash'|'link'.\n" +
    "- SELECCIONAR ENVÍO: Si el usuario elige envío (ej: 'delivery', 'envío', 'que me lo traigan', 'retiro', 'paso a buscar'), usá intent='select_shipping'. Extraer entities.shipping_method='delivery'|'pickup'.\n" +
    "- DAR DIRECCIÓN: Si el usuario da una dirección de entrega, usá intent='provide_address'. Extraer entities.address con el texto de la dirección.\n" +
    "- MULTI-ITEMS: Si el usuario menciona MÚLTIPLES productos en un mensaje (ej: '1 chimichurri y 2 provoletas'), usá entities.items con array de objetos.\n" +
    "  Ejemplo: items:[{product_query:'chimichurri',quantity:1,unit:null},{product_query:'provoletas',quantity:2,unit:null}]\n" +
    "  En este caso, product_query/quantity/unit del nivel superior quedan null.\n" +
@@ -351,53 +350,14 @@ export async function llmNluV3({ input, model } = {}) {
  // intento 1
  const first = await jsonCompletion({ system: systemBase, user, model });
-  const firstNormalized = normalizeNluOutput(first.parsed, input);
+const firstNormalized = normalizeNluOutput(first.parsed, input);
-  // #region agent log
+const validationResult = validateNluV3(firstNormalized);
-  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
+if (validationResult) {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H10",
      location: "openai.js:196",
      message: "nlu_normalized_first",
      data: {
        intent: firstNormalized?.intent || null,
        unit: firstNormalized?.entities?.unit || null,
        selection: firstNormalized?.entities?.selection ? "set" : "null",
        needs_catalog: Boolean(firstNormalized?.needs?.catalog_lookup),
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  if (validateNluV3(firstNormalized)) {
    return { nlu: firstNormalized, raw_text: first.raw_text, model: first.model, usage: first.usage, schema: "v3", validation: { ok: true } };
  }
  const errors1 = nluV3Errors();
-  // #region agent log
+// retry 1 vez
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H7",
      location: "openai.js:169",
      message: "nlu_validation_failed_first",
      data: {
        errors_count: Array.isArray(errors1) ? errors1.length : null,
        errors: Array.isArray(errors1) ? errors1.slice(0, 5) : null,
        parsed_keys: first?.parsed ? Object.keys(first.parsed) : null,
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  // retry 1 vez
  const systemRetry =
    systemBase +
    "\nTu respuesta anterior no validó el JSON Schema. Corregí el JSON para que cumpla estrictamente.\n" +
@@ -406,50 +366,11 @@ export async function llmNluV3({ input, model } = {}) {
  try {
    const second = await jsonCompletion({ system: systemRetry, user, model });
    const secondNormalized = normalizeNluOutput(second.parsed, input);
-    // #region agent log
+if (validateNluV3(secondNormalized)) {
    fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
      method: "POST",
      headers: { "Content-Type": "application/json" },
      body: JSON.stringify({
        sessionId: "debug-session",
        runId: "pre-fix",
        hypothesisId: "H10",
        location: "openai.js:242",
        message: "nlu_normalized_retry",
        data: {
          intent: secondNormalized?.intent || null,
          unit: secondNormalized?.entities?.unit || null,
          selection: secondNormalized?.entities?.selection ? "set" : "null",
          needs_catalog: Boolean(secondNormalized?.needs?.catalog_lookup),
        },
        timestamp: Date.now(),
      }),
    }).catch(() => {});
    // #endregion
    if (validateNluV3(secondNormalized)) {
      return { nlu: secondNormalized, raw_text: second.raw_text, model: second.model, usage: second.usage, schema: "v3", validation: { ok: true, retried: true } };
    }
    const errors2 = nluV3Errors();
-    // #region agent log
+return {
    fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
      method: "POST",
      headers: { "Content-Type": "application/json" },
      body: JSON.stringify({
        sessionId: "debug-session",
        runId: "pre-fix",
        hypothesisId: "H7",
        location: "openai.js:187",
        message: "nlu_validation_failed_retry",
        data: {
          errors_count: Array.isArray(errors2) ? errors2.length : null,
          errors: Array.isArray(errors2) ? errors2.slice(0, 5) : null,
          parsed_keys: second?.parsed ? Object.keys(second.parsed) : null,
        },
        timestamp: Date.now(),
      }),
    }).catch(() => {});
    // #endregion
    return {
      nlu: nluV3Fallback(),
      raw_text: second.raw_text,
      model: second.model,
@@ -517,5 +438,3 @@ export async function llmRecommendWriter({
    validation: { ok: false, errors: validateRecommendWriter.errors || [] },
  };
 }
 // Legacy llmPlan/llmExtract y NLU v2 removidos.
--- a/src/modules/3-turn-engine/recommendations.js
+++ b/src/modules/3-turn-engine/recommendations.js
@@ -1,102 +1,33 @@
-import { getRecoRules } from "../2-identity/db/repo.js";
+import { getRecoRules, getRecoRulesByProductIds } from "../2-identity/db/repo.js";
-import { retrieveCandidates } from "./catalogRetrieval.js";
+import { getSnapshotItemsByIds } from "../shared/wooSnapshot.js";
 import { buildPagedOptions } from "./turnEngineV3.pendingSelection.js";
 import { llmRecommendWriter } from "./openai.js";
-function normalizeText(s) {
+/**
-  return String(s || "")
+ * Extrae los IDs de productos del carrito.
-    .toLowerCase()
+ */
-    .replace(/[¿?¡!.,;:()"]/g, " ")
+function getBasketProductIds(basket_items) {
    .replace(/\s+/g, " ")
    .trim();
 }
 function parseYesNo(text) {
  const t = normalizeText(text);
  if (!t) return null;
  if (/\b(si|sí|sisi|dale|ok|claro|obvio|tomo)\b/.test(t)) return true;
  if (/\b(no|nop|nunca|nope|sin alcohol)\b/.test(t)) return false;
  return null;
 }
 function pickBaseItem({ prev_context, basket_items }) {
  const pending = prev_context?.pending_item;
  if (pending?.name) {
    return {
      product_id: pending.product_id || null,
      name: pending.name,
      label: pending.name,
      categories: pending.categories || [],
    };
  }
  const items = Array.isArray(basket_items) ? basket_items : [];
-  const last = items[items.length - 1];
+  return items
-  if (!last) return null;
+    .map(item => item.product_id || item.woo_product_id)
-  return {
+    .filter(id => id != null)
-    product_id: last.product_id || null,
+    .map(Number);
    name: last.label || last.name || "ese producto",
    label: last.label || last.name || "ese producto",
    categories: last.categories || [],
  };
 }
-function ruleMatchesBase({ rule, base_item, slots }) {
+/**
-  const trigger = rule?.trigger && typeof rule.trigger === "object" ? rule.trigger : {};
+ * Obtiene los IDs de productos recomendados de las reglas que matchean.
-  const text = normalizeText(base_item?.name || base_item?.label || "");
+ */
-  const categories = Array.isArray(base_item?.categories) ? base_item.categories.map((c) => normalizeText(c?.name || c)) : [];
+function collectRecommendedIds(rules, excludeIds = []) {
-  const keywords = Array.isArray(trigger.keywords) ? trigger.keywords.map(normalizeText).filter(Boolean) : [];
+  const excludeSet = new Set(excludeIds);
-  const cats = Array.isArray(trigger.categories) ? trigger.categories.map(normalizeText).filter(Boolean) : [];
+  const ids = new Set();
-  const always = Boolean(trigger.always);
+  for (const rule of rules) {
-  if (typeof trigger.alcohol === "boolean") {
+    const recoIds = Array.isArray(rule.recommended_product_ids) ? rule.recommended_product_ids : [];
-    if (slots?.alcohol == null) return false;
+    for (const id of recoIds) {
-    if (slots.alcohol !== trigger.alcohol) return false;
+      if (!excludeSet.has(id)) {
-  }
+        ids.add(id);
  if (always) return true;
  if (keywords.length && keywords.some((k) => text.includes(k))) return true;
  if (cats.length && categories.some((c) => cats.includes(c))) return true;
  return false;
 }
 function collectAskSlots(rules) {
  const out = [];
  for (const r of rules) {
    const ask = Array.isArray(r.ask_slots) ? r.ask_slots : [];
    for (const slot of ask) {
      if (slot && slot.slot) out.push(slot);
      }
    }
  return out;
 }
 function collectQueries({ rules, slots }) {
  const out = [];
  for (const r of rules) {
    const q = Array.isArray(r.queries) ? r.queries : [];
    for (const item of q) {
      if (!item || typeof item !== "string") continue;
      if (item.includes("{alcohol}")) {
        const v = slots?.alcohol;
        if (v == null) continue;
        out.push(item.replace("{alcohol}", v ? "si" : "no"));
        continue;
  }
-      out.push(item);
+  return [...ids];
    }
  }
  return out.map((x) => x.trim()).filter(Boolean);
 }
 function mergeCandidates({ lists, excludeId }) {
  const map = new Map();
  for (const list of lists) {
    for (const c of list || []) {
      const id = Number(c?.woo_product_id);
      if (!id || (excludeId && id === excludeId)) continue;
      const prev = map.get(id);
      if (!prev || (c._score || 0) > (prev._score || 0)) map.set(id, c);
    }
  }
  return [...map.values()].sort((a, b) => (b._score || 0) - (a._score || 0));
 }
 export async function handleRecommend({
@@ -106,14 +37,16 @@ export async function handleRecommend({
  basket_items = [],
  limit = 9,
 } = {}) {
-  const reco = prev_context?.reco && typeof prev_context.reco === "object" ? prev_context.reco : {};
+  const context_patch = {};
-  const base_item = reco.base_item || pickBaseItem({ prev_context, basket_items });
+  const audit = { basket_product_ids: [], rules_used: [], recommended_ids: [] };
  const context_patch = { reco: { ...reco, base_item } };
  const audit = { base_item, rules_used: [], queries: [] };
-  if (!base_item?.name) {
+  // 1. Obtener IDs de productos en el carrito
  const basketProductIds = getBasketProductIds(basket_items);
  audit.basket_product_ids = basketProductIds;
  if (!basketProductIds.length) {
    return {
-      reply: "¿Sobre qué producto querés recomendaciones?",
+      reply: "Primero agregá algo al carrito y después te sugiero complementos perfectos.",
      actions: [],
      context_patch,
      audit,
@@ -122,63 +55,15 @@ export async function handleRecommend({
    };
  }
-  // PRIMERO: Inicializar slots y procesar respuesta pendiente ANTES de filtrar reglas
+  // 2. Buscar reglas que matcheen con los productos del carrito
-  const slots = { ...(reco.slots || {}) };
+  const rules = await getRecoRulesByProductIds({ tenant_id: tenantId, product_ids: basketProductIds });
  let asked_slot = null;
  // Procesar respuesta de slot pendiente PRIMERO
  if (reco.awaiting_slot === "alcohol") {
    const yn = parseYesNo(text);
    if (yn != null) {
      slots.alcohol = yn;
      context_patch.reco = { ...context_patch.reco, slots, awaiting_slot: null };
    } else {
      return {
        reply: "¿Tomás alcohol?",
        actions: [],
        context_patch: { ...context_patch, reco: { ...context_patch.reco, awaiting_slot: "alcohol" } },
        audit,
        asked_slot: "alcohol",
        candidates: [],
      };
    }
  }
  // DESPUÉS: Cargar y filtrar reglas CON SLOTS ACTUALIZADOS
  const rulesRaw = await getRecoRules({ tenant_id: tenantId });
  const rules = (rulesRaw || []).filter((r) => ruleMatchesBase({ rule: r, base_item, slots }));
  audit.rules_used = rules.map((r) => ({ id: r.id, rule_key: r.rule_key, priority: r.priority }));
-  // Verificar si hay slots pendientes por preguntar
+  if (!rules.length) {
-  const askSlots = collectAskSlots(rules);
+    // Fallback: no hay reglas configuradas para estos productos
-  if (!context_patch.reco.awaiting_slot) {
+    const basketNames = basket_items.map(i => i.label || i.name).filter(Boolean).slice(0, 3).join(", ");
    const pending = askSlots.find((s) => s?.slot === "alcohol" && slots.alcohol == null);
    if (pending) {
      asked_slot = "alcohol";
      context_patch.reco = { ...context_patch.reco, slots, awaiting_slot: "alcohol" };
    return {
-        reply: pending.question || "¿Tomás alcohol?",
+      reply: `Por ahora no tengo recomendaciones especiales para ${basketNames}. ¿Te interesa algo más?`,
        actions: [],
        context_patch,
        audit,
        asked_slot,
        candidates: [],
      };
    }
  }
  const queries = collectQueries({ rules, slots });
  audit.queries = queries;
  const lists = [];
  for (const q of queries.slice(0, 6)) {
    const { candidates } = await retrieveCandidates({ tenantId, query: q, limit });
    lists.push(candidates || []);
  }
  const merged = mergeCandidates({ lists, excludeId: base_item.product_id });
  if (!merged.length) {
    return {
      reply: `No encontré recomendaciones para ${base_item.name}. ¿Querés que te sugiera algo distinto?`,
      actions: [],
      context_patch,
      audit,
@@ -187,22 +72,46 @@ export async function handleRecommend({
    };
  }
-  const { question, pending } = buildPagedOptions({ candidates: merged, pageSize: Math.min(9, limit) });
+  // 3. Obtener IDs de productos recomendados (excluyendo los que ya están en el carrito)
-  let reply = question;
+  const recommendedIds = collectRecommendedIds(rules, basketProductIds);
-  if (process.env.RECO_WRITER === "1") {
+  audit.recommended_ids = recommendedIds;
-    const writer = await llmRecommendWriter({
+
-      base_item,
+  if (!recommendedIds.length) {
-      slots,
+    return {
-      candidates: merged.slice(0, limit),
+      reply: "No encontré complementos adicionales para tu pedido. ¿Necesitás algo más?",
-    });
+      actions: [],
-    if (writer?.validation?.ok && writer.reply) {
+      context_patch,
-      reply = writer.reply;
+      audit,
-    }
+      asked_slot: null,
-    audit.writer = {
+      candidates: [],
      ok: Boolean(writer?.validation?.ok),
      model: writer?.model || null,
    };
  }
  // 4. Obtener detalles de los productos recomendados
  const recommendedProducts = await getSnapshotItemsByIds({ tenantId, wooProductIds: recommendedIds.slice(0, limit) });
  if (!recommendedProducts.length) {
    return {
      reply: "No encontré los productos recomendados disponibles. ¿Querés ver algo más?",
      actions: [],
      context_patch,
      audit,
      asked_slot: null,
      candidates: [],
    };
  }
  // 5. Construir respuesta con opciones
  const { question, pending } = buildPagedOptions({ candidates: recommendedProducts, pageSize: Math.min(9, limit) });
  // Personalizar el mensaje según lo que tiene en el carrito
  const basketNames = basket_items.map(i => i.label || i.name).filter(Boolean).slice(0, 2).join(" y ");
  const intro = basketNames 
    ? `Para acompañar ${basketNames}, te recomiendo:`
    : "Te recomiendo estos productos:";
  const reply = `${intro}\n\n${question}`;
  context_patch.pending_clarification = pending;
  context_patch.pending_item = null;
@@ -212,6 +121,6 @@ export async function handleRecommend({
    context_patch,
    audit,
    asked_slot: null,
-    candidates: merged.slice(0, limit),
+    candidates: recommendedProducts.slice(0, limit),
  };
 }
--- a/src/modules/3-turn-engine/turnEngineV3.js
+++ b/src/modules/3-turn-engine/turnEngineV3.js
--- a/src/modules/shared/wooSnapshot.js
+++ b/src/modules/shared/wooSnapshot.js
@@ -146,36 +146,7 @@ export async function searchSnapshotItems({ tenantId, q = "", limit = 12 }) {
  const query = String(q || "").trim();
  if (!query) return { items: [], source: "snapshot" };
  const like = `%${query}%`;
-  // #region agent log
+const sql = `
  const totalSnapshot = await pool.query(
    "select count(*)::int as cnt from woo_products_snapshot where tenant_id=$1",
    [tenantId]
  );
  const totalSellable = await pool.query(
    "select count(*)::int as cnt from sellable_items where tenant_id=$1",
    [tenantId]
  );
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H8",
      location: "wooSnapshot.js:152",
      message: "snapshot_counts",
      data: {
        tenantId: tenantId || null,
        total_snapshot: totalSnapshot?.rows?.[0]?.cnt ?? null,
        total_sellable: totalSellable?.rows?.[0]?.cnt ?? null,
        query,
        limit: lim,
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  const sql = `
    select *
    from sellable_items
    where tenant_id=$1
@@ -184,26 +155,7 @@ export async function searchSnapshotItems({ tenantId, q = "", limit = 12 }) {
    limit $3
  `;
  const { rows } = await pool.query(sql, [tenantId, like, lim]);
-  // #region agent log
+return { items: rows.map(snapshotRowToItem), source: "snapshot" };
  fetch("http://127.0.0.1:7242/ingest/86c7b1cd-c414-4eae-852c-08e57e562b3b", {
    method: "POST",
    headers: { "Content-Type": "application/json" },
    body: JSON.stringify({
      sessionId: "debug-session",
      runId: "pre-fix",
      hypothesisId: "H8",
      location: "wooSnapshot.js:168",
      message: "snapshot_search_result",
      data: {
        query,
        found: rows.length,
        sample_names: rows.slice(0, 3).map((r) => r?.name).filter(Boolean),
      },
      timestamp: Date.now(),
    }),
  }).catch(() => {});
  // #endregion
  return { items: rows.map(snapshotRowToItem), source: "snapshot" };
 }
 export async function getSnapshotPriceByWooId({ tenantId, wooId }) {
@@ -219,6 +171,27 @@ export async function getSnapshotPriceByWooId({ tenantId, wooId }) {
  return price == null ? null : Number(price);
 }
 /**
 * Obtiene productos de sellable_items por sus woo_product_ids.
 * Usado para incluir productos encontrados vía aliases.
 */
 export async function getSnapshotItemsByIds({ tenantId, wooProductIds }) {
  if (!Array.isArray(wooProductIds) || wooProductIds.length === 0) {
    return { items: [], source: "snapshot_by_id" };
  }
  const ids = wooProductIds.map(id => Number(id)).filter(id => id > 0);
  if (ids.length === 0) return { items: [], source: "snapshot_by_id" };
  const placeholders = ids.map((_, i) => `$${i + 2}`).join(",");
  const sql = `
    select *
    from sellable_items
    where tenant_id=$1 and woo_id in (${placeholders})
  `;
  const { rows } = await pool.query(sql, [tenantId, ...ids]);
  return { items: rows.map(snapshotRowToItem), source: "snapshot_by_id" };
 }
 export async function upsertSnapshotItems({ tenantId, items, runId = null }) {
  const rows = Array.isArray(items) ? items : [];
  for (const item of rows) {