diff --git a/locales/de.json b/locales/de.json
index 64907f87..e7a3a719 100644
--- a/locales/de.json
+++ b/locales/de.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/en.json b/locales/en.json
index d775ad37..57edd93a 100644
--- a/locales/en.json
+++ b/locales/en.json
@@ -1977,6 +1977,7 @@
       "title": "Keyboard & Mouse Shortcuts",
       "groups": {
         "general": "General",
+        "actions": "Actions",
         "selection": "Selection & Bulk Mode",
         "navigation": "Navigation",
         "modelModal": "Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
         "focusSearch": "Focus search",
         "closeModal": "Close modal / panel",
         "openShortcuts": "Open this shortcuts panel",
+        "refresh": "Refresh model list",
+        "fetchMetadata": "Fetch metadata from CivitAI (model pages only)",
+        "downloadModel": "Download a model (model pages only)",
         "toggleBulkMode": "Toggle bulk mode",
         "selectAll": "Select all visible models",
         "rangeSelect": "Range select",
diff --git a/locales/es.json b/locales/es.json
index 0582e714..bde3d681 100644
--- a/locales/es.json
+++ b/locales/es.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/fr.json b/locales/fr.json
index 5fb4f173..8ec0611e 100644
--- a/locales/fr.json
+++ b/locales/fr.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/he.json b/locales/he.json
index f1c73328..e5989b59 100644
--- a/locales/he.json
+++ b/locales/he.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/ja.json b/locales/ja.json
index 9ef133fc..bf31ac58 100644
--- a/locales/ja.json
+++ b/locales/ja.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/ko.json b/locales/ko.json
index e77d279f..355f0aa6 100644
--- a/locales/ko.json
+++ b/locales/ko.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/ru.json b/locales/ru.json
index dff99a88..537b55cf 100644
--- a/locales/ru.json
+++ b/locales/ru.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/zh-CN.json b/locales/zh-CN.json
index d6419e9d..fb0dbe54 100644
--- a/locales/zh-CN.json
+++ b/locales/zh-CN.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/locales/zh-TW.json b/locales/zh-TW.json
index 882744a1..62b1c9f0 100644
--- a/locales/zh-TW.json
+++ b/locales/zh-TW.json
@@ -1977,6 +1977,7 @@
             "title": "[TODO: Translate] Keyboard & Mouse Shortcuts",
             "groups": {
                 "general": "[TODO: Translate] General",
+                "actions": "[TODO: Translate] Actions",
                 "selection": "[TODO: Translate] Selection & Bulk Mode",
                 "navigation": "[TODO: Translate] Navigation",
                 "modelModal": "[TODO: Translate] Model / Recipe Modal",
@@ -1993,6 +1994,9 @@
                 "focusSearch": "[TODO: Translate] Focus search",
                 "closeModal": "[TODO: Translate] Close modal / panel",
                 "openShortcuts": "[TODO: Translate] Open this shortcuts panel",
+                "refresh": "[TODO: Translate] Refresh model list",
+                "fetchMetadata": "[TODO: Translate] Fetch metadata from CivitAI (model pages only)",
+                "downloadModel": "[TODO: Translate] Download a model (model pages only)",
                 "toggleBulkMode": "[TODO: Translate] Toggle bulk mode",
                 "selectAll": "[TODO: Translate] Select all visible models",
                 "rangeSelect": "[TODO: Translate] Range select",
diff --git a/static/css/base.css b/static/css/base.css
index 3656b7fd..245d1821 100644
--- a/static/css/base.css
+++ b/static/css/base.css
@@ -31,9 +31,14 @@ body {
     --header-height: 48px;
     --scrollbar-width: 8px;
 
-    --shortcut-bg: var(--color-accent-subtle);
-    --shortcut-border: var(--color-accent-border);
-    --shortcut-text: var(--text-primary);
+    /* Neutral "keycap" style for keyboard shortcut hints (GitHub/Linear-like).
+       Derived from --text-muted so it adapts to every theme/preset. */
+    --shortcut-bg: color-mix(in oklch, var(--text-muted) 10%, transparent);
+    --shortcut-bg-hover: color-mix(in oklch, var(--text-muted) 16%, transparent);
+    --shortcut-border: color-mix(in oklch, var(--text-muted) 30%, transparent);
+    --shortcut-border-hover: color-mix(in oklch, var(--text-muted) 45%, transparent);
+    --shortcut-text: var(--text-muted);
+    --shortcut-shadow: 0 1.5px 0 color-mix(in oklch, var(--text-muted) 30%, transparent);
 
     --lora-accent-transparent: var(--color-accent-transparent);
 
diff --git a/static/css/components/header.css b/static/css/components/header.css
index fa35eb97..7d2b5441 100644
--- a/static/css/components/header.css
+++ b/static/css/components/header.css
@@ -249,10 +249,10 @@
   font-family: inherit;
   font-size: 0.68rem;
   font-weight: 500;
-  color: var(--text-muted);
-  /* Subtle tint derived from text color so it adapts to both light & dark themes */
-  background: color-mix(in oklch, var(--text-muted) 12%, transparent);
-  border: 1px solid color-mix(in oklch, var(--text-muted) 25%, transparent);
+  color: var(--shortcut-text);
+  background: var(--shortcut-bg);
+  border: 1px solid var(--shortcut-border);
+  box-shadow: var(--shortcut-shadow);
   border-radius: var(--border-radius-xs, 3px);
   line-height: 1;
 }
diff --git a/static/css/components/modal/help-modal.css b/static/css/components/modal/help-modal.css
index 40c26f9a..9c6d91f8 100644
--- a/static/css/components/modal/help-modal.css
+++ b/static/css/components/modal/help-modal.css
@@ -376,10 +376,10 @@
   font-family: inherit;
   font-size: 0.68rem;
   font-weight: 500;
-  color: var(--text-muted);
-  /* Subtle tint derived from text color so it adapts to both light & dark themes */
-  background: color-mix(in oklch, var(--text-muted) 12%, transparent);
-  border: 1px solid color-mix(in oklch, var(--text-muted) 25%, transparent);
+  color: var(--shortcut-text);
+  background: var(--shortcut-bg);
+  border: 1px solid var(--shortcut-border);
+  box-shadow: var(--shortcut-shadow);
   border-radius: var(--border-radius-xs, 3px);
   line-height: 1;
 }
diff --git a/static/css/layout.css b/static/css/layout.css
index 6ab1766d..dec8e473 100644
--- a/static/css/layout.css
+++ b/static/css/layout.css
@@ -202,15 +202,17 @@
     align-items: center;
     justify-content: center;
     margin-left: 6px;
-    min-width: 16px;
-    height: 16px;
-    padding: 0 3px;
+    min-width: 18px;
+    height: 18px;
+    padding: 0 5px;
     font-size: 11px;
     font-weight: 600;
     line-height: 1;
+    text-transform: uppercase;
     border-radius: var(--border-radius-xs);
     background-color: var(--shortcut-bg);
     border: 1px solid var(--shortcut-border);
+    box-shadow: var(--shortcut-shadow);
     color: var(--shortcut-text);
     vertical-align: middle;
     opacity: 0.8;
@@ -219,12 +221,8 @@
 
 .control-group button:hover .shortcut-key {
     opacity: 1;
-    background-color: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.2);
-}
-
-[data-theme="dark"] .shortcut-key {
-    --shortcut-bg: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.15);
-    --shortcut-border: oklch(var(--lora-accent-l) var(--lora-accent-c) var(--lora-accent-h) / 0.3);
+    background-color: var(--shortcut-bg-hover);
+    border-color: var(--shortcut-border-hover);
 }
 
 /* Ensure correct vertical alignment for text+shortcut */
diff --git a/static/css/onboarding.css b/static/css/onboarding.css
index 592200aa..4ad20212 100644
--- a/static/css/onboarding.css
+++ b/static/css/onboarding.css
@@ -205,6 +205,7 @@
     display: inline-block;
     background: var(--shortcut-bg);
     border: 1px solid var(--shortcut-border);
+    box-shadow: var(--shortcut-shadow);
     border-radius: var(--border-radius-xs);
     padding: 2px 6px;
     font-size: 0.8em;
diff --git a/static/js/components/controls/PageControls.js b/static/js/components/controls/PageControls.js
index 42534640..294651dd 100644
--- a/static/js/components/controls/PageControls.js
+++ b/static/js/components/controls/PageControls.js
@@ -1,7 +1,8 @@
 // PageControls.js - Manages controls for both LoRAs and Checkpoints pages
 import { state, getCurrentPageState, setCurrentPageType } from '../../state/index.js';
 import { getStorageItem, setStorageItem, removeStorageItem, getSessionItem, setSessionItem, removeSessionItem } from '../../utils/storageHelpers.js';
-import { showToast, openCivitaiByMetadata } from '../../utils/uiHelpers.js';
+import { showToast, openCivitaiByMetadata, isTypingContext } from '../../utils/uiHelpers.js';
+import { eventManager } from '../../utils/EventManager.js';
 import { performModelUpdateCheck } from '../../utils/updateCheckHelpers.js';
 import { sidebarManager } from '../SidebarManager.js';
 import { initSortDropdown, applySortToSelect, randomizeSortValue } from './SortDropdown.js';
@@ -146,6 +147,62 @@ export class PageControls {
 
         // Page-specific event listeners
         this.initPageSpecificListeners();
+
+        // Keyboard shortcuts for the actions toolbar (R / F / D)
+        this.registerKeyboardShortcuts();
+    }
+
+    /**
+     * Register keyboard shortcuts for the actions toolbar buttons
+     * (R = refresh, F = fetch metadata, D = download)
+     */
+    registerKeyboardShortcuts() {
+        eventManager.addHandler('keydown', 'pageControls-actions', (e) => {
+            return this.handleActionShortcut(e);
+        }, {
+            priority: 90,
+            skipWhenModalOpen: true
+        });
+    }
+
+    /**
+     * Handle a keydown event for the actions toolbar shortcuts
+     * @param {KeyboardEvent} e
+     * @returns {boolean} True when the event was handled and propagation should stop
+     */
+    handleActionShortcut(e) {
+        // Plain letters only — leave modified combos (Ctrl/Cmd/Alt) alone
+        if (e.ctrlKey || e.metaKey || e.altKey) {
+            return false;
+        }
+
+        // Don't hijack keys while typing in a text entry context
+        if (isTypingContext(e.target)) {
+            return false;
+        }
+
+        const actionByKey = {
+            r: 'refresh',
+            f: 'fetch',
+            d: 'download'
+        };
+        const action = actionByKey[e.key.toLowerCase()];
+        if (!action) {
+            return false;
+        }
+
+        // The button may not exist on this page (e.g. recipes has no
+        // fetch/download) — let other handlers run in that case
+        const button = document.querySelector(`[data-action="${action}"]`);
+        if (!button) {
+            return false;
+        }
+
+        e.preventDefault();
+        // Native disabled buttons ignore .click(), so an in-progress
+        // refresh is safe
+        button.click();
+        return true;
     }
 
     initExcludedViewControls() {
diff --git a/static/js/utils/uiHelpers.js b/static/js/utils/uiHelpers.js
index deb4b37f..ce654c57 100644
--- a/static/js/utils/uiHelpers.js
+++ b/static/js/utils/uiHelpers.js
@@ -311,6 +311,20 @@ export function showActionToast(key, params = {}, type = 'info', options = {}) {
   toast.append(closeBtn);
 }
 
+/**
+ * Check whether the event target is a text-entry context (input, textarea,
+ * select, or contenteditable) where single-letter shortcuts should be treated
+ * as literal input.
+ * @param {EventTarget|null} target - The DOM event target
+ * @returns {boolean}
+ */
+export function isTypingContext(target) {
+  if (!(target instanceof Element)) return false;
+
+  const tagName = target.tagName?.toLowerCase();
+  return target.isContentEditable || tagName === 'input' || tagName === 'textarea' || tagName === 'select';
+}
+
 export function restoreFolderFilter() {
   const activeFolder = getStorageItem('activeFolder');
   const folderTag = activeFolder && document.querySelector(`.tag[data-folder="${activeFolder}"]`);
diff --git a/templates/components/controls.html b/templates/components/controls.html
index 1aafdad1..15aa2871 100644
--- a/templates/components/controls.html
+++ b/templates/components/controls.html
@@ -65,7 +65,7 @@
                 </select>
             </div>
             <div title="{% if page_id == 'recipes' %}{{ t('recipes.controls.refresh.title') }}{% else %}{{ t('loras.controls.refresh.title') }}{% endif %}" class="control-group dropdown-group">
-                <button data-action="refresh" class="dropdown-main"><i class="fas fa-sync"></i> <span>{{ t('common.actions.refresh') }}</span></button>
+                <button data-action="refresh" class="dropdown-main"><i class="fas fa-sync"></i> <span><span>{{ t('common.actions.refresh') }}</span> <kbd class="shortcut-key">R</kbd></span></button>
                 <button class="dropdown-toggle" aria-label="Show refresh options">
                     <i class="fas fa-caret-down"></i>
                 </button>
@@ -78,11 +78,11 @@
             
             {% if page_id != 'recipes' %}
             <div class="control-group">
-                <button data-action="fetch" title="{{ t('loras.controls.fetch.title') }}"><i class="fas fa-download"></i> <span>{{ t('loras.controls.fetch.action') }}</span></button>
+                <button data-action="fetch" title="{{ t('loras.controls.fetch.title') }}"><i class="fas fa-download"></i> <span><span>{{ t('loras.controls.fetch.action') }}</span> <kbd class="shortcut-key">F</kbd></span></button>
             </div>
             <div class="control-group">
                 <button data-action="download" title="{{ t('loras.controls.download.title') }}">
-                    <i class="fas fa-cloud-download-alt"></i> <span>{{ t('loras.controls.download.action') }}</span>
+                    <i class="fas fa-cloud-download-alt"></i> <span><span>{{ t('loras.controls.download.action') }}</span> <kbd class="shortcut-key">D</kbd></span>
                 </button>
             </div>
             {% endif %}
@@ -96,7 +96,7 @@
             {% endif %}
             <div class="control-group">
                 <button id="bulkOperationsBtn" data-action="bulk" title="{{ t('loras.controls.bulk.title') }}">
-                    <i class="fas fa-th-large"></i> <span><span>{{ t('loras.controls.bulk.action') }}</span> <div class="shortcut-key">B</div></span>
+                    <i class="fas fa-th-large"></i> <span><span>{{ t('loras.controls.bulk.action') }}</span> <kbd class="shortcut-key">B</kbd></span>
                 </button>
             </div>
             <div class="control-group">
diff --git a/templates/components/modals/help_modal.html b/templates/components/modals/help_modal.html
index 3d9f2e13..7a8303d1 100644
--- a/templates/components/modals/help_modal.html
+++ b/templates/components/modals/help_modal.html
@@ -165,6 +165,24 @@
                     </ul>
                 </div>
 
+                <div class="shortcuts-section">
+                    <h4><i class="fas fa-bolt"></i> {{ t('help.shortcuts.groups.actions') }}</h4>
+                    <ul class="shortcuts-list">
+                        <li>
+                            <span class="shortcut-keys"><kbd>R</kbd></span>
+                            <span class="shortcut-description">{{ t('help.shortcuts.entries.refresh') }}</span>
+                        </li>
+                        <li>
+                            <span class="shortcut-keys"><kbd>F</kbd></span>
+                            <span class="shortcut-description">{{ t('help.shortcuts.entries.fetchMetadata') }}</span>
+                        </li>
+                        <li>
+                            <span class="shortcut-keys"><kbd>D</kbd></span>
+                            <span class="shortcut-description">{{ t('help.shortcuts.entries.downloadModel') }}</span>
+                        </li>
+                    </ul>
+                </div>
+
                 <div class="shortcuts-section">
                     <h4><i class="fas fa-object-group"></i> {{ t('help.shortcuts.groups.selection') }}</h4>
                     <ul class="shortcuts-list">
diff --git a/tests/frontend/components/pageControls.filtering.test.js b/tests/frontend/components/pageControls.filtering.test.js
index 408e0f19..0389ff89 100644
--- a/tests/frontend/components/pageControls.filtering.test.js
+++ b/tests/frontend/components/pageControls.filtering.test.js
@@ -43,6 +43,12 @@ vi.mock('../../../static/js/utils/uiHelpers.js', () => ({
   showToast: showToastMock,
   openCivitaiByMetadata: openCivitaiByMetadataMock,
   updatePanelPositions: updatePanelPositionsMock,
+  // Faithful stand-in for the real helper in uiHelpers.js
+  isTypingContext: (target) => {
+    if (!(target instanceof Element)) return false;
+    const tagName = target.tagName?.toLowerCase();
+    return target.isContentEditable || tagName === 'input' || tagName === 'textarea' || tagName === 'select';
+  },
 }));
 
 vi.mock('../../../static/js/managers/DownloadManager.js', () => ({
@@ -1200,4 +1206,87 @@ describe('PageControls favorites, sorting, and duplicates scenarios', () => {
       vi.useRealTimers();
     });
   });
+});
+
+describe('PageControls action keyboard shortcuts', () => {
+  async function setupLorasControls() {
+    renderControlsDom('loras');
+    const stateModule = await import('../../../static/js/state/index.js');
+    stateModule.initPageState('loras');
+    const { LorasControls } = await import('../../../static/js/components/controls/LorasControls.js');
+    return new LorasControls();
+  }
+
+  function keydownEvent(key, { target = document.body, ...init } = {}) {
+    const event = new KeyboardEvent('keydown', { key, bubbles: true, cancelable: true, ...init });
+    Object.defineProperty(event, 'target', { value: target });
+    return event;
+  }
+
+  it('registers a pageControls-actions keydown handler with the event manager', async () => {
+    await setupLorasControls();
+
+    const { eventManager } = await import('../../../static/js/utils/EventManager.js');
+    const keydownHandlers = eventManager.handlers.get('keydown') || [];
+    expect(keydownHandlers.some((h) => h.source === 'pageControls-actions')).toBe(true);
+  });
+
+  it('triggers refresh, fetch, and download via the R / F / D keys', async () => {
+    const controls = await setupLorasControls();
+
+    expect(controls.handleActionShortcut(keydownEvent('r'))).toBe(true);
+    expect(refreshModelsMock).toHaveBeenCalledWith(false);
+
+    expect(controls.handleActionShortcut(keydownEvent('f'))).toBe(true);
+    expect(fetchCivitaiMetadataMock).toHaveBeenCalledTimes(1);
+
+    expect(controls.handleActionShortcut(keydownEvent('d'))).toBe(true);
+    expect(downloadManagerMock.showDownloadModal).toHaveBeenCalledTimes(1);
+  });
+
+  it('handles a real keydown dispatched on the document', async () => {
+    await setupLorasControls();
+
+    const event = new KeyboardEvent('keydown', { key: 'r', bubbles: true, cancelable: true });
+    document.dispatchEvent(event);
+
+    expect(event.defaultPrevented).toBe(true);
+    expect(refreshModelsMock).toHaveBeenCalledWith(false);
+  });
+
+  it('ignores R / F / D while typing in an input', async () => {
+    const controls = await setupLorasControls();
+
+    const input = document.getElementById('searchInput');
+    for (const key of ['r', 'f', 'd']) {
+      const event = keydownEvent(key, { target: input });
+      expect(controls.handleActionShortcut(event)).toBe(false);
+      expect(event.defaultPrevented).toBe(false);
+    }
+
+    expect(refreshModelsMock).not.toHaveBeenCalled();
+    expect(fetchCivitaiMetadataMock).not.toHaveBeenCalled();
+    expect(downloadManagerMock.showDownloadModal).not.toHaveBeenCalled();
+  });
+
+  it('ignores R / F / D when combined with modifier keys', async () => {
+    const controls = await setupLorasControls();
+
+    const event = keydownEvent('r', { ctrlKey: true });
+    expect(controls.handleActionShortcut(event)).toBe(false);
+    expect(event.defaultPrevented).toBe(false);
+    expect(refreshModelsMock).not.toHaveBeenCalled();
+  });
+
+  it('passes the event through when the action button does not exist', async () => {
+    const controls = await setupLorasControls();
+
+    // Recipes page has no fetch/download buttons
+    document.querySelector('[data-action="fetch"]').closest('.control-group').remove();
+
+    const event = keydownEvent('f');
+    expect(controls.handleActionShortcut(event)).toBe(false);
+    expect(event.defaultPrevented).toBe(false);
+    expect(fetchCivitaiMetadataMock).not.toHaveBeenCalled();
+  });
 });
\ No newline at end of file
diff --git a/tests/frontend/components/pageControls.randomSort.test.js b/tests/frontend/components/pageControls.randomSort.test.js
index fae9e85b..6762d9df 100644
--- a/tests/frontend/components/pageControls.randomSort.test.js
+++ b/tests/frontend/components/pageControls.randomSort.test.js
@@ -13,6 +13,12 @@ vi.mock('../../../static/js/utils/uiHelpers.js', () => ({
   showToast: vi.fn(),
   openCivitaiByMetadata: vi.fn(),
   updatePanelPositions: vi.fn(),
+  // Faithful stand-in for the real helper in uiHelpers.js
+  isTypingContext: (target) => {
+    if (!(target instanceof Element)) return false;
+    const tagName = target.tagName?.toLowerCase();
+    return target.isContentEditable || tagName === 'input' || tagName === 'textarea' || tagName === 'select';
+  },
 }));
 
 vi.mock('../../../static/js/managers/DownloadManager.js', () => ({