feat(trigger): add optional strength adjustment for trigger words

Add `allow_strength_adjustment` parameter to enable mouse wheel adjustment of trigger word strengths. When enabled, strength values are preserved and can be modified interactively. Also improves trigger word parsing by handling whitespace more consistently and adding debug logging for trigger data inspection.

py/nodes/trigger_word_toggle.py

@@ -23,6 +23,10 @@ class TriggerWordToggle:
                     "default": True,
                     "tooltip": "Sets the default initial state (active or inactive) when trigger words are added."
                 }),
+                "allow_strength_adjustment": ("BOOLEAN", {
+                    "default": False,
+                    "tooltip": "Enable mouse wheel adjustment of each trigger word's strength."
+                }),
             },
             "optional": FlexibleOptionalInputType(any_type),
             "hidden": {
@@ -47,7 +51,14 @@ class TriggerWordToggle:
         else:
             return data
 
-    def process_trigger_words(self, id, group_mode, default_active, **kwargs):
+    def process_trigger_words(
+        self,
+        id,
+        group_mode,
+        default_active,
+        allow_strength_adjustment=False,
+        **kwargs,
+    ):
         # Handle both old and new formats for trigger_words
         trigger_words_data = self._get_toggle_data(kwargs, 'orinalMessage')
         trigger_words = trigger_words_data if isinstance(trigger_words_data, str) else ""
@@ -73,50 +84,60 @@ class TriggerWordToggle:
                     # Extract strength if it's in the format "(word:strength)"
                     strength_match = re.match(r'\((.+):([\d.]+)\)', text)
                     if strength_match:
-                        original_word = strength_match.group(1)
+                        original_word = strength_match.group(1).strip()
                         strength = float(strength_match.group(2))
                         active_state[original_word] = active
-                        strength_map[original_word] = strength
+                        if allow_strength_adjustment:
+                            strength_map[original_word] = strength
                     else:
-                        active_state[text] = active
+                        active_state[text.strip()] = active
 
                 if group_mode:
-                    # Split by two or more consecutive commas to get groups
+                    if isinstance(trigger_data, list):
-                    groups = re.split(r',{2,}', trigger_words)
+                        filtered_groups = []
-                    # Remove leading/trailing whitespace from each group
+                        for item in trigger_data:
-                    groups = [group.strip() for group in groups]
+                            text = (item.get('text') or "").strip()
+                            if not text:
+                                continue
+                            if item.get('active', False):
+                                filtered_groups.append(text)
 
-                    # Process groups: keep those not in toggle_trigger_words or those that are active
+                        if filtered_groups:
-                    filtered_groups = []
+                            filtered_triggers = ', '.join(filtered_groups)
-                    for group in groups:
+                        else:
-                        # Check if this group contains any words that are in the active_state
+                            filtered_triggers = ""
-                        group_words = [word.strip() for word in group.split(',')]
-                        active_group_words = []
-                        
-                        for word in group_words:
-                            # Remove any existing strength formatting for comparison
-                            word_comparison = re.sub(r'\((.+):([\d.]+)\)', r'\1', word).strip()
-                            
-                            if word_comparison not in active_state or active_state[word_comparison]:
-                                # If this word has a strength value, use that instead of the original
-                                if word_comparison in strength_map:
-                                    active_group_words.append(f"({word_comparison}:{strength_map[word_comparison]:.2f})")
-                                else:
-                                    # Preserve existing strength formatting if the word was previously modified
-                                    # Check if the original word had strength formatting
-                                    strength_match = re.match(r'\((.+):([\d.]+)\)', word)
-                                    if strength_match:
-                                        active_group_words.append(word)
-                                    else:
-                                        active_group_words.append(word)
-                        
-                        if active_group_words:
-                            filtered_groups.append(', '.join(active_group_words))
-                    
-                    if filtered_groups:
-                        filtered_triggers = ', '.join(filtered_groups)
                     else:
-                        filtered_triggers = ""
+                        # Split by two or more consecutive commas to get groups
+                        groups = re.split(r',{2,}', trigger_words)
+                        # Remove leading/trailing whitespace from each group
+                        groups = [group.strip() for group in groups]
+                        
+                        # Process groups: keep those not in toggle_trigger_words or those that are active
+                        filtered_groups = []
+                        for group in groups:
+                            # Check if this group contains any words that are in the active_state
+                            group_words = [word.strip() for word in group.split(',')]
+                            active_group_words = []
+                            
+                            for word in group_words:
+                                word_comparison = re.sub(r'\((.+):([\d.]+)\)', r'\1', word).strip()
+                                
+                                if word_comparison not in active_state or active_state[word_comparison]:
+                                    active_group_words.append(
+                                        self._format_word_output(
+                                            word_comparison,
+                                            strength_map,
+                                            allow_strength_adjustment,
+                                        )
+                                    )
+                            
+                            if active_group_words:
+                                filtered_groups.append(', '.join(active_group_words))
+                        
+                        if filtered_groups:
+                            filtered_triggers = ', '.join(filtered_groups)
+                        else:
+                            filtered_triggers = ""
                 else:
                     # Normal mode: split by commas and treat each word as a separate tag
                     original_words = [word.strip() for word in trigger_words.split(',')]
@@ -129,17 +150,13 @@ class TriggerWordToggle:
                         word_comparison = re.sub(r'\((.+):([\d.]+)\)', r'\1', word).strip()
                         
                         if word_comparison not in active_state or active_state[word_comparison]:
-                            # If this word has a strength value, use that instead of the original
+                            filtered_words.append(
-                            if word_comparison in strength_map:
+                                self._format_word_output(
-                                filtered_words.append(f"({word_comparison}:{strength_map[word_comparison]:.2f})")
+                                    word_comparison,
-                            else:
+                                    strength_map,
-                                # Preserve existing strength formatting if the word was previously modified
+                                    allow_strength_adjustment,
-                                # Check if the original word had strength formatting
+                                )
-                                strength_match = re.match(r'\((.+):([\d.]+)\)', word)
+                            )
-                                if strength_match:
-                                    filtered_words.append(word)
-                                else:
-                                    filtered_words.append(word)
                     
                     if filtered_words:
                         filtered_triggers = ', '.join(filtered_words)
@@ -150,3 +167,8 @@ class TriggerWordToggle:
                 logger.error(f"Error processing trigger words: {e}")
             
         return (filtered_triggers,)
+
+    def _format_word_output(self, base_word, strength_map, allow_strength_adjustment):
+        if allow_strength_adjustment and base_word in strength_map:
+            return f"({base_word}:{strength_map[base_word]:.2f})"
+        return base_word

tests/nodes/test_trigger_word_toggle.py

@@ -0,0 +1,26 @@
+from py.nodes.trigger_word_toggle import TriggerWordToggle
+
+
+def test_group_mode_preserves_parenthesized_groups():
+    node = TriggerWordToggle()
+    trigger_data = [
+        {'text': 'flat color, dark theme', 'active': True, 'strength': None, 'highlighted': False},
+        {'text': '(a, really, long, test, trigger, word:1.06)', 'active': True, 'strength': 1.06, 'highlighted': False},
+        {'text': '(sinozick style:0.94)', 'active': True, 'strength': 0.94, 'highlighted': False},
+    ]
+
+    original_message = (
+        "flat color, dark theme, (a, really, long, test, trigger, word:1.06), "
+        "(sinozick style:0.94)"
+    )
+
+    filtered, = node.process_trigger_words(
+        id="node",
+        group_mode=True,
+        default_active=True,
+        allow_strength_adjustment=False,
+        orinalMessage=original_message,
+        toggle_trigger_words=trigger_data,
+    )
+
+    assert filtered == original_message

web/comfyui/tags_widget.js

@@ -1,10 +1,12 @@
 import { forwardMiddleMouseToCanvas } from "./utils.js";
 
-export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.02) {
+export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.02, options = {}) {
   // Create container for tags
   const container = document.createElement("div");
   container.className = "comfy-tags-container";
 
+  const { allowStrengthAdjustment = true } = options;
+
   forwardMiddleMouseToCanvas(container);
   
   // Set initial height
@@ -41,6 +43,7 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
     }
 
     const normalizedTags = tagsData;
+    const showStrengthInfo = widget.allowStrengthAdjustment ?? allowStrengthAdjustment;
 
     if (normalizedTags.length === 0) {
       // Show message when no tags are present
@@ -82,16 +85,44 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
       const tagEl = document.createElement("div");
       tagEl.className = "comfy-tag";
 
-      updateTagStyle(tagEl, active, highlighted, strength);
+      const textSpan = document.createElement("span");
+      textSpan.className = "comfy-tag-text";
+      textSpan.textContent = text;
+      Object.assign(textSpan.style, {
+        display: "inline-block",
+        overflow: "hidden",
+        textOverflow: "ellipsis",
+        whiteSpace: "nowrap",
+        minWidth: "0",
+        flexGrow: "1",
+      });
+      tagEl.appendChild(textSpan);
 
-      // Set the text content to include strength if present
+      const strengthBadge = showStrengthInfo ? document.createElement("span") : null;
-      // Always show strength if it has been modified to avoid layout shift
+      if (strengthBadge) {
-      if (strength !== undefined && strength !== null) {
+        strengthBadge.className = "comfy-tag-strength";
-        tagEl.textContent = `${text}:${strength.toFixed(2)}`;
+        Object.assign(strengthBadge.style, {
-      } else {
+          fontSize: "11px",
-        tagEl.textContent = text;
+          fontWeight: "600",
+          padding: "1px 6px",
+          borderRadius: "999px",
+          letterSpacing: "0.2px",
+          backgroundColor: "rgba(255,255,255,0.08)",
+          color: "rgba(255,255,255,0.95)",
+          border: "1px solid rgba(255,255,255,0.25)",
+          lineHeight: "normal",
+          minWidth: "34px",
+          textAlign: "center",
+          pointerEvents: "none",
+          opacity: "0",
+          visibility: "hidden",
+          transition: "opacity 0.2s ease",
+        });
+        tagEl.appendChild(strengthBadge);
       }
-      tagEl.title = text; // Set tooltip for full content
+
+      updateTagStyle(tagEl, active, highlighted, strength);
+      updateStrengthDisplay(tagEl, strength, text, showStrengthInfo);
 
       // Add click handler to toggle state
       tagEl.addEventListener("click", (e) => {
@@ -100,12 +131,14 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
         // Toggle active state for this specific tag using its index
         const updatedTags = [...widget.value];
         updatedTags[index].active = !updatedTags[index].active;
+        textSpan.textContent = updatedTags[index].text;
         updateTagStyle(
           tagEl,
           updatedTags[index].active,
           updatedTags[index].highlighted,
           updatedTags[index].strength
         );
+        updateStrengthDisplay(tagEl, updatedTags[index].strength, updatedTags[index].text);
 
         tagEl.dataset.active = updatedTags[index].active ? "true" : "false";
         tagEl.dataset.highlighted = updatedTags[index].highlighted ? "true" : "false";
@@ -114,48 +147,42 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
       });
 
       // Add mouse wheel handler to adjust strength
-      tagEl.addEventListener("wheel", (e) => {
+      if (showStrengthInfo) {
-        e.preventDefault();
+        tagEl.addEventListener("wheel", (e) => {
-        e.stopPropagation();
+          e.preventDefault();
+          e.stopPropagation();
 
-        // Only adjust strength if the mouse is over the tag
+          // Only adjust strength if the mouse is over the tag
-        const updatedTags = [...widget.value];
+          const updatedTags = [...widget.value];
-        let currentStrength = updatedTags[index].strength;
+          let currentStrength = updatedTags[index].strength;
           
-        // If no strength is set, default to 1.0
+          // If no strength is set, default to 1.0
-        if (currentStrength === undefined || currentStrength === null) {
+          if (currentStrength === undefined || currentStrength === null) {
-          currentStrength = 1.0;
+            currentStrength = 1.0;
-        }
+          }
 
-        // Adjust strength based on scroll direction
+          // Adjust strength based on scroll direction
-        // DeltaY < 0 is scroll up, deltaY > 0 is scroll down
+          // DeltaY < 0 is scroll up, deltaY > 0 is scroll down
-        if (e.deltaY < 0) {
+          if (e.deltaY < 0) {
-          // Scroll up: increase strength by wheelSensitivity
+            // Scroll up: increase strength by wheelSensitivity
-          currentStrength += wheelSensitivity;
+            currentStrength += wheelSensitivity;
-        } else {
+          } else {
-          // Scroll down: decrease strength by wheelSensitivity
+            // Scroll down: decrease strength by wheelSensitivity
-          currentStrength -= wheelSensitivity;
+            currentStrength -= wheelSensitivity;
-        }
+          }
 
-        // Ensure strength doesn't go below 0
+          // Ensure strength doesn't go below 0
-        currentStrength = Math.max(0, currentStrength);
+          currentStrength = Math.max(0, currentStrength);
 
-        // Update the strength value
+          // Update the strength value
-        updatedTags[index].strength = currentStrength;
+          updatedTags[index].strength = currentStrength;
+          textSpan.textContent = updatedTags[index].text;
 
-        // Update the tag display to show the strength value
+          updateStrengthDisplay(tagEl, currentStrength, updatedTags[index].text, showStrengthInfo);
-        // Always show strength once it has been modified to avoid layout shift
-        tagEl.textContent = `${updatedTags[index].text}:${currentStrength.toFixed(2)}`;
 
-        updateTagStyle(
+          widget.value = updatedTags;
-          tagEl,
+        });
-          updatedTags[index].active,
+      }
-          updatedTags[index].highlighted,
-          updatedTags[index].strength
-        );
-
-        widget.value = updatedTags;
-      });
 
       rowContainer.appendChild(tagEl);
       tagCount++;
@@ -190,7 +217,7 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
   // Helper function to update tag style based on active state
   function updateTagStyle(tagEl, active, highlighted = false, strength = null) {
     const baseStyles = {
-      padding: "3px 10px", // Adjusted vertical padding to balance text
+      padding: "3px 10px",
       borderRadius: "6px",
       maxWidth: "200px",
       overflow: "hidden",
@@ -200,7 +227,9 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
       cursor: "pointer",
       transition: "all 0.2s ease",
       border: "1px solid transparent",
-      display: "inline-block", // inline-block for better text truncation
+      display: "inline-flex",
+      alignItems: "center",
+      gap: "6px",
       boxShadow: "0 1px 2px rgba(0,0,0,0.1)",
       margin: "1px", 
       userSelect: "none",
@@ -214,7 +243,6 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
       maxWidth: "200px",
       lineHeight: "16px", // Added explicit line-height
       verticalAlign: "middle", // Added vertical alignment
-      position: "relative", // For better text positioning
       textAlign: "center", // Center text horizontally
     };
 
@@ -263,6 +291,42 @@ export function addTagsWidget(node, name, opts, callback, wheelSensitivity = 0.0
     tagEl.dataset.highlighted = highlighted ? "true" : "false";
   }
 
+  function formatStrengthValue(value) {
+    if (value === undefined || value === null) {
+      return null;
+    }
+    const num = Number(value);
+    if (!Number.isFinite(num)) {
+      return null;
+    }
+    return num.toFixed(2);
+  }
+
+  function updateStrengthDisplay(tagEl, strength, baseText, showStrengthInfo) {
+    if (!showStrengthInfo) {
+      tagEl.title = baseText;
+      return;
+    }
+    const badge = tagEl.querySelector(".comfy-tag-strength");
+    if (!badge) {
+      tagEl.title = baseText;
+      return;
+    }
+    const displayValue = strength === undefined || strength === null ? 1 : strength;
+    const formatted = formatStrengthValue(displayValue);
+    if (formatted !== null) {
+      badge.textContent = formatted;
+      badge.style.opacity = "1";
+      badge.style.visibility = "visible";
+      tagEl.title = `${baseText} (${formatted})`;
+    } else {
+      badge.textContent = "";
+      badge.style.opacity = "0";
+      badge.style.visibility = "hidden";
+      tagEl.title = baseText;
+    }
+  }
+
   // Store the value as array
   let widgetValue = initialTagsData;
 

web/comfyui/trigger_word_toggle.js

@@ -75,13 +75,20 @@ app.registerExtension({
             requestAnimationFrame(async () => {
                 // Get the wheel sensitivity setting
                 const wheelSensitivity = getWheelSensitivity();
+                const groupModeWidget = node.widgets[0];
+                const defaultActiveWidget = node.widgets[1];
+                const strengthAdjustmentWidget = node.widgets[2];
+                const initialStrengthAdjustment = Boolean(strengthAdjustmentWidget?.value);
                 
                 // Get the widget object directly from the returned object
                 const result = addTagsWidget(node, "toggle_trigger_words", {
                     defaultVal: []
-                }, null, wheelSensitivity);
+                }, null, wheelSensitivity, {
+                    allowStrengthAdjustment: initialStrengthAdjustment
+                });
                 
                 node.tagWidget = result.widget;
+                node.tagWidget.allowStrengthAdjustment = initialStrengthAdjustment;
 
                 const normalizeTagText = (text) =>
                     (typeof text === 'string' ? text.trim().toLowerCase() : '');
@@ -148,31 +155,40 @@ app.registerExtension({
                 hiddenWidget.type = CONVERTED_TYPE;
                 hiddenWidget.hidden = true;
                 hiddenWidget.computeSize = () => [0, -4];
+                node.originalMessageWidget = hiddenWidget;
 
                 // Restore saved value if exists
+                const tagWidgetIndex = node.widgets.indexOf(result.widget);
+                const originalMessageWidgetIndex = node.widgets.indexOf(hiddenWidget);
                 if (node.widgets_values && node.widgets_values.length > 0) {
-                    // 0 is group mode, 1 is default_active, 2 is tag widget, 3 is original message
+                    if (tagWidgetIndex >= 0) {
-                    const savedValue = node.widgets_values[2];
+                        const savedValue = node.widgets_values[tagWidgetIndex];
-                    if (savedValue) {
+                        if (savedValue) {
-                        result.widget.value = Array.isArray(savedValue) ? savedValue : [];
+                            result.widget.value = Array.isArray(savedValue) ? savedValue : [];
+                        }
                     }
-                    const originalMessage = node.widgets_values[3];
+                    if (originalMessageWidgetIndex >= 0) {
-                    if (originalMessage) {
+                        const originalMessage = node.widgets_values[originalMessageWidgetIndex];
-                        hiddenWidget.value = originalMessage;
+                        if (originalMessage) {
+                            hiddenWidget.value = originalMessage;
+                        }
                     }
                 }
 
                 requestAnimationFrame(() => node.applyTriggerHighlightState?.());
 
-                const groupModeWidget = node.widgets[0];
                 groupModeWidget.callback = (value) => {
-                    if (node.widgets[3].value) {
+                    if (node.originalMessageWidget?.value) {
-                        this.updateTagsBasedOnMode(node, node.widgets[3].value, value);
+                        this.updateTagsBasedOnMode(
+                            node,
+                            node.originalMessageWidget.value,
+                            value,
+                            Boolean(strengthAdjustmentWidget?.value)
+                        );
                     }
                 }
 
                 // Add callback for default_active widget
-                const defaultActiveWidget = node.widgets[1];
                 defaultActiveWidget.callback = (value) => {
                     // Set all existing tags' active state to the new value
                     if (node.tagWidget && node.tagWidget.value) {
@@ -185,6 +201,21 @@ app.registerExtension({
                     }
                 }
                 
+                if (strengthAdjustmentWidget) {
+                    strengthAdjustmentWidget.callback = (value) => {
+                        const allowStrengthAdjustment = Boolean(value);
+                        if (node.tagWidget) {
+                            node.tagWidget.allowStrengthAdjustment = allowStrengthAdjustment;
+                        }
+                        this.updateTagsBasedOnMode(
+                            node,
+                            node.originalMessageWidget?.value || "",
+                            groupModeWidget?.value ?? false,
+                            allowStrengthAdjustment
+                        );
+                    };
+                }
+                
                 // Override the serializeValue method to properly format trigger words with strength
                 const originalSerializeValue = result.widget.serializeValue;
                 result.widget.serializeValue = function() {
@@ -215,18 +246,23 @@ app.registerExtension({
         }
         
         // Store the original message for mode switching
-        node.widgets[3].value = message;
+        if (node.originalMessageWidget) {
+            node.originalMessageWidget.value = message;
+        }
 
         if (node.tagWidget) {
             // Parse tags based on current group mode
             const groupMode = node.widgets[0] ? node.widgets[0].value : false;
-            this.updateTagsBasedOnMode(node, message, groupMode);
+            const allowStrengthAdjustment = Boolean(node.widgets[2]?.value);
+            node.tagWidget.allowStrengthAdjustment = allowStrengthAdjustment;
+            this.updateTagsBasedOnMode(node, message, groupMode, allowStrengthAdjustment);
         }
     },
     
     // Update tags display based on group mode
-  updateTagsBasedOnMode(node, message, groupMode) {
+  updateTagsBasedOnMode(node, message, groupMode, allowStrengthAdjustment = false) {
     if (!node.tagWidget) return;
+    node.tagWidget.allowStrengthAdjustment = allowStrengthAdjustment;
     
     const existingTags = node.tagWidget.value || [];
     const existingTagMap = {};
@@ -235,7 +271,7 @@ app.registerExtension({
     existingTags.forEach(tag => {
       existingTagMap[tag.text] = {
         active: tag.active,
-        strength: tag.strength
+        strength: allowStrengthAdjustment ? tag.strength : null
       };
     });