diff --git a/404.html b/404.html
index 1a1d021b..c289bca4 100644
--- a/404.html
+++ b/404.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
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+
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     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
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       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -184,7 +184,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
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           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -204,7 +204,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/index.html" class="external-link">Summary and Setup</a>
     </div>
 <!--/div.accordion-header-->
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 <!--/div.accordion-item-->
 </div>
@@ -215,7 +215,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/introduction.html" class="external-link">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
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 <!--/div.accordion-item-->
 </div>
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/episodes.html" class="external-link">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
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 <!--/div.accordion-item-->
 </div>
@@ -237,7 +237,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/editing.html" class="external-link">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
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@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/example.html" class="external-link">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
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 <!--/div.accordion-item-->
 </div>
@@ -259,7 +259,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/deployment.html" class="external-link">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
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 </div>
@@ -270,7 +270,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/update.html" class="external-link">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
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 <!--/div.accordion-item-->
 </div>
@@ -281,7 +281,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/pull-request.html" class="external-link">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
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 <!--/div.accordion-item-->
 </div>
@@ -318,10 +318,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="https://carpentries.github.io/sandpaper-docs/aio.html" class="external-link">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
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+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -334,8 +334,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
     <main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Page not found</h1>
         
-<section id="our-apologies"><h2 class="section-heading">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a>
-</h2>
+<section><h2 class="section-heading" id="our-apologies">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a>
+<a class="anchor" aria-label="anchor" href="#our-apologies"></a></h2>
 <hr class="half-width"><p>We cannot seem to find the page you are looking for. Here are some
 tips that may help:</p>
 <ol style="list-style-type: decimal"><li>try going back to the <a href="javascript:history.back()">previous
@@ -357,18 +357,18 @@ <h1>Page not found</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -392,8 +392,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries.github.io/sandpaper-docs/404.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/404.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 9ff514a8..bce46f4f 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
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 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
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 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
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 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
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+
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 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,11 +325,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -368,18 +368,18 @@ <h1>Contributor Code of Conduct</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -404,7 +404,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries.github.io/sandpaper-docs/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 8a502e32..31821232 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,19 +325,19 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
 
         
 
-<section id="instructional-material"><h2 class="section-heading">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a>
-</h2>
+<section><h2 class="section-heading" id="instructional-material">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a>
+<a class="anchor" aria-label="anchor" href="#instructional-material"></a></h2>
 <hr class="half-width"><p>All Carpentries (Software Carpentry, Data Carpentry, and Library
 Carpentry) instructional material is made available under the <a href="https://creativecommons.org/licenses/by/4.0/" class="external-link">Creative Commons
 Attribution license</a>. The following is a human-readable summary of
@@ -370,8 +370,8 @@ <h1>Licenses</h1>
 permissions necessary for your intended use. For example, other rights
 such as publicity, privacy, or moral rights may limit how you use the
 material.</li>
-</ul></section><section id="software"><h2 class="section-heading">Software<a class="anchor" aria-label="anchor" href="#software"></a>
-</h2>
+</ul></section><section><h2 class="section-heading" id="software">Software<a class="anchor" aria-label="anchor" href="#software"></a>
+<a class="anchor" aria-label="anchor" href="#software"></a></h2>
 <hr class="half-width"><p>Except where otherwise noted, the example programs and other software
 provided by The Carpentries are made available under the <a href="https://opensource.org" class="external-link">OSI</a>-approved <a href="https://opensource.org/licenses/mit-license.html" class="external-link">MIT
 license</a>.</p>
@@ -391,8 +391,8 @@ <h1>Licenses</h1>
 CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
 TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
 SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p>
-</section><section id="trademark"><h2 class="section-heading">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a>
-</h2>
+</section><section><h2 class="section-heading" id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a>
+<a class="anchor" aria-label="anchor" href="#trademark"></a></h2>
 <hr class="half-width"><p>“The Carpentries”, “Software Carpentry”, “Data Carpentry”, and
 “Library Carpentry” and their respective logos are registered trademarks
 of <a href="https://communityin.org/" class="external-link">Community Initiatives</a>.</p>
@@ -419,18 +419,18 @@ <h1>Licenses</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/LICENSE.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -455,7 +455,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries.github.io/sandpaper-docs/LICENSE.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 2549df7d..351e92c7 100644
--- a/aio.html
+++ b/aio.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -216,7 +216,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -238,7 +238,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Setup</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -250,7 +250,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -274,7 +274,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -286,7 +286,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -298,7 +298,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -310,7 +310,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -322,7 +322,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -364,11 +364,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -389,7 +389,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction to The Carpentries Workbench</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -446,7 +446,8 @@ <h3 class="callout-title">Takeaway message<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </div>
-<section id="super-quickstart-copy-a-template-from-github"><h2 class="section-heading">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
+<section><h2 class="section-heading" id="super-quickstart-copy-a-template-from-github">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
 </h2>
 <hr class="half-width">
 <p>The absolute quickest way to get started with The Carpentries
@@ -501,7 +502,8 @@ <h3 id="step-3-customise-your-site">Step 3: Customise your site<a class="anchor"
 inside the lesson folder, and <a href="#preview">preview your new
 lesson</a></p>
 </div>
-</section><section id="quickstart-create-a-new-lesson"><h2 class="section-heading">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
+</section><section><h2 class="section-heading" id="quickstart-create-a-new-lesson">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
 </h2>
 <hr class="half-width">
 <div id="create-a-lesson-locally" class="callout discussion">
@@ -559,7 +561,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="preview"><h2 class="section-heading">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
+</section><section><h2 class="section-heading" id="preview">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
+<a class="anchor" aria-label="anchor" href="#preview"></a>
 </h2>
 <hr class="half-width">
 <p>After you created your lesson, you will want to preview it locally.
@@ -650,7 +653,8 @@ <h3 class="code-label">YAML<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section id="push-to-github"><h2 class="section-heading">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
+</section><section><h2 class="section-heading" id="push-to-github">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
+<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
 </h2>
 <hr class="half-width">
 <p>The lesson you just created lives local on your computer, but still
@@ -746,7 +750,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="tools"><h2 class="section-heading">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
+</section><section><h2 class="section-heading" id="tools">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
+<a class="anchor" aria-label="anchor" href="#tools"></a>
 </h2>
 <hr class="half-width">
 <p>As described in <a href="index.html#setup">the setup document</a>, The
@@ -784,7 +789,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-episodes"><p>Content from <a href="episodes.html">Episode Structure</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/episodes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -824,7 +829,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>An episode<a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a> is an individual unit of a lesson that
@@ -863,7 +869,8 @@ <h3 class="callout-title">Buoyant Barnacle<a class="anchor" aria-label="anchor"
 <li>Writing <a href="https://pandoc.org/MANUAL#divs-and-spans" class="external-link">Fenced
 div elements</a> to create callouts and exercise blocks</li>
 <li>Writing simple yaml lists</li>
-</ol></section><section id="creating-a-new-episode"><h2 class="section-heading">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
+</ol></section><section><h2 class="section-heading" id="creating-a-new-episode">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
+<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
 </h2>
 <hr class="half-width">
 <p>To create a new episode, you should open your lesson
@@ -934,7 +941,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="required-elements"><h2 class="section-heading">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
+</section><section><h2 class="section-heading" id="required-elements">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
+<a class="anchor" aria-label="anchor" href="#required-elements"></a>
 </h2>
 <hr class="half-width">
 <p>To keep with our active learning principles, we want to be mindful
@@ -1027,7 +1035,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb8-22"><a href="#cb8-22" tabindex="-1"></a>::::::</span></code></pre>
 </div>
 </div>
-</section><section id="optional-elements"><h2 class="section-heading">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
+</section><section><h2 class="section-heading" id="optional-elements">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
+<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
 </h2>
 <hr class="half-width">
 <p>Lessons do not have to contain the following structural elements, but
@@ -1190,13 +1199,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
 <p>Some Windows instructions</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
+<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
 <p>Maybe some for Mac</p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
+<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
 <p>And more for Linux users, including a code block:</p>
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1270,13 +1279,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-Windows" class="tab-pane show active" aria-labelledby="nav-tab-1-Windows" role="tabpanel">
+<div id="nav-tabpanel-1-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-Windows">
 <p>1</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
 <p>2</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
 <p>3</p>
 </div>
 </div>
@@ -1300,13 +1309,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-Windows" class="tab-pane show active" aria-labelledby="nav-tab-2-Windows" role="tabpanel">
+<div id="nav-tabpanel-2-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-Windows">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
 <p>6</p>
 </div>
 </div>
@@ -1314,7 +1323,8 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 <p>(Thanks to <a href="https://github.com/astroDimitrios" class="external-link"><span class="citation">@astroDimitrios</span></a> for this great feature!)</p>
 </div>
 </div>
-</section><section id="instructor-notes"><h2 class="section-heading">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+</section><section><h2 class="section-heading" id="instructor-notes">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
 </h2>
 <hr class="half-width">
 <p>The Carpentries Workbench supports separate instructor/learner views,
@@ -1365,7 +1375,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb14-18"><a href="#cb14-18" tabindex="-1"></a>:::::::::::::::::::::::::::::::::::::::::::::::::</span></code></pre>
 </div>
 
-</section><section id="exerciseschallenges"><h2 class="section-heading">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
+</section><section><h2 class="section-heading" id="exerciseschallenges">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
+<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
 </h2>
 <hr class="half-width">
 <p>The method of creating callout blocks with fences can help us create
@@ -1527,7 +1538,8 @@ <h3 class="callout-title">Use Spoilers Instead of Floating Solution Blocks<a cla
 </div>
 </div>
 </div>
-</section><section id="expandable-spoiler-blocks"><h2 class="section-heading">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
+</section><section><h2 class="section-heading" id="expandable-spoiler-blocks">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
+<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
 </h2>
 <hr class="half-width">
 <p>It can be helpful to provide “accordion” blocks of content that can
@@ -1570,7 +1582,8 @@ <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i
 </div>
 </div>
 </div>
-</section><section id="code-blocks-with-syntax-highlighting"><h2 class="section-heading">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
+</section><section><h2 class="section-heading" id="code-blocks-with-syntax-highlighting">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
+<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
 </h2>
 <hr class="half-width">
 <p>To include code examples in your lesson, you can wrap it in three
@@ -1638,7 +1651,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <a href="https://github.com/jgm/skylighting/tree/master/skylighting-core/xml" class="external-link">full
 list of supported languages is here, each language being a separate XML
 file definition</a>.</p>
-</section><section id="tables"><h2 class="section-heading">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
+</section><section><h2 class="section-heading" id="tables">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
+<a class="anchor" aria-label="anchor" href="#tables"></a>
 </h2>
 <hr class="half-width">
 <p>Tables in The Workbench follow the rules for <a href="https://pandoc.org/MANUAL.html#extension-pipe_tables" class="external-link">pandoc pipe
@@ -2001,7 +2015,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 </tbody>
 </table>
 </div>
-</section><section id="links"><h2 class="section-heading">Links<a class="anchor" aria-label="anchor" href="#links"></a>
+</section><section><h2 class="section-heading" id="links">Links<a class="anchor" aria-label="anchor" href="#links"></a>
+<a class="anchor" aria-label="anchor" href="#links"></a>
 </h2>
 <hr class="half-width">
 <p>To include links to outside resources in your lesson, you write them
@@ -2131,7 +2146,8 @@ <h5 id="incorrect-solutions">incorrect solutions<a class="anchor" aria-label="an
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a>
 </h2>
 <hr class="half-width">
 <p>To include figures, place them in the <code>episodes/fig</code>
@@ -2222,7 +2238,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 </div>
 <figure style="text-align: center"><img src="fig/episodes-rendered-pyramid-1.png" alt="pie chart illusion of a pyramid" class="figure mx-auto d-block"><figcaption>
 Sun arise each and every morning
-</figcaption></figure></section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+</figcaption></figure></section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a>
 </h2>
 <hr class="half-width">
 <p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
@@ -2267,7 +2284,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </div></section><section id="aio-editing"><p>Content from <a href="editing.html">Editing a {sandpaper} lesson</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/editing.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -2307,7 +2324,8 @@ <h3 class="card-title">Objectives</h3>
 believe it’s beneficial to experience editing a fully functional lesson,
 so you will edit THIS lesson. The first step is to fork and clone it
 from GitHub:</p>
-<section id="create-from-github"><h2 class="section-heading">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
+<section><h2 class="section-heading" id="create-from-github">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
 </h2>
 <hr class="half-width">
 <p>If you are familiar with the process of forking and cloning, then you
@@ -2392,7 +2410,8 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="folder-structure"><h2 class="section-heading">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
+</section><section><h2 class="section-heading" id="folder-structure">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
+<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
 </h2>
 <hr class="half-width">
 <div id="this-may-change" class="callout">
@@ -2436,8 +2455,9 @@ <h3 class="callout-title">
 <p>All source files in {sandpaper} are written in <a href="https://pandoc.org/" class="external-link">pandoc</a>-flavored markdown and all require
 yaml header called <code>title</code>. Beyond that, you can put anything
 in these markdown files.</p>
-</section><section id="config.yaml"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="config-yaml">
 <code>config.yaml</code><a class="anchor" aria-label="anchor" href="#config.yaml"></a>
+<a class="anchor" aria-label="anchor" href="#config-yaml"></a>
 </h2>
 <hr class="half-width">
 <p>This configuration file contains global information about the lesson.
@@ -2547,8 +2567,9 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="episodes"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="episodes">
 <code>episodes/</code><a class="anchor" aria-label="anchor" href="#episodes"></a>
+<a class="anchor" aria-label="anchor" href="#episodes"></a>
 </h2>
 <hr class="half-width">
 <p>This is the folder where all the action is. It contains all of the
@@ -2636,15 +2657,17 @@ <h3 class="callout-title">Should I use R Markdown or Markdown Episodes?<a class=
 </div>
 </div>
 </div>
-</section><section id="instructors"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="instructors">
 <code>instructors/</code><a class="anchor" aria-label="anchor" href="#instructors"></a>
+<a class="anchor" aria-label="anchor" href="#instructors"></a>
 </h2>
 <hr class="half-width">
 <p>This folder contains information used for instructors only. Downloads
 of code outlines, aggregated figures, and slides would live in this
 folder.</p>
-</section><section id="learners"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="learners">
 <code>learners/</code><a class="anchor" aria-label="anchor" href="#learners"></a>
+<a class="anchor" aria-label="anchor" href="#learners"></a>
 </h2>
 <hr class="half-width">
 <p>All the extras the learner would need, mostly a setup guide and
@@ -2667,26 +2690,30 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <dd>
 definition
 </dd>
-</dl></section><section id="profiles"><h2 class="section-heading">
+</dl></section><section><h2 class="section-heading" id="profiles">
 <code>profiles/</code><a class="anchor" aria-label="anchor" href="#profiles"></a>
+<a class="anchor" aria-label="anchor" href="#profiles"></a>
 </h2>
 <hr class="half-width">
 <p>Learner profiles would live in this folder and target learners,
 instructors, and maintainers alike to give a focus on the lesson.</p>
-</section><section id="index.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="index-md">
 <code>index.md</code><a class="anchor" aria-label="anchor" href="#index.md"></a>
+<a class="anchor" aria-label="anchor" href="#index-md"></a>
 </h2>
 <hr class="half-width">
 <p>This is the landing page for the lesson. The schedule is appended at
 the bottom of this page and this will be the first page that anyone
 sees.</p>
-</section><section id="readme.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="readme-md">
 <code>README.md</code><a class="anchor" aria-label="anchor" href="#readme.md"></a>
+<a class="anchor" aria-label="anchor" href="#readme-md"></a>
 </h2>
 <hr class="half-width">
 <p>This page gives information to maintainers about what to expect
 inside of th repository and how to contribute.</p>
-</section><section id="making-your-lesson-citable"><h2 class="section-heading">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
+</section><section><h2 class="section-heading" id="making-your-lesson-citable">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
+<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
 </h2>
 <hr class="half-width">
 <p>You can add information about how people should cite your lesson by
@@ -2840,7 +2867,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-example"><p>Content from <a href="example.html">EXAMPLE: Using RMarkdown</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/example.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -2873,7 +2900,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>This is a lesson created via The Carpentries Workbench. It is written
@@ -2944,7 +2972,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Output </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2972,7 +3000,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within challeng
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -2981,7 +3009,8 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a>
 </h2>
 <hr class="half-width">
 <p>You can also include figures generated from R Markdown:</p>
@@ -3036,7 +3065,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+</section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a>
 </h2>
 <hr class="half-width">
 <p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
@@ -3068,7 +3098,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-deployment"><p>Content from <a href="deployment.html">Lesson Deployment</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/deployment.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -3100,7 +3130,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="building-a-lesson"><h2 class="section-heading">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
+<section><h2 class="section-heading" id="building-a-lesson">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
 </h2>
 <hr class="half-width">
 <p>Static site generators all know one thing: how to translate markdown
@@ -3171,7 +3202,8 @@ <h3 class="callout-title">Did you know?<a class="anchor" aria-label="anchor" hre
 </div>
 </div>
 </div>
-</section><section id="deploying-on-github"><h2 class="section-heading">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
+</section><section><h2 class="section-heading" id="deploying-on-github">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
+<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
 </h2>
 <hr class="half-width">
 <p>For historical reasons, GitHub used the Jekyll static site generator
@@ -3215,7 +3247,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-update"><p>Content from <a href="update.html">Maintaining a Healthy Infrastructure</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/update.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -3262,11 +3294,13 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>The Carpentries Lesson Infrastructure is designed to be cu</p>
-</section><section id="maintainer-tools"><h2 class="section-heading">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
+</section><section><h2 class="section-heading" id="maintainer-tools">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
+<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
 </h2>
 <hr class="half-width">
 <p>This is {sandpaper}! It takes your source files and generates the
@@ -3278,7 +3312,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"sandpaper"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="validator"><h2 class="section-heading">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
+</section><section><h2 class="section-heading" id="validator">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
+<a class="anchor" aria-label="anchor" href="#validator"></a>
 </h2>
 <hr class="half-width">
 <p>This is {pegboard}! It runs behind the scenes in {sandpaper} to parse
@@ -3292,7 +3327,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"pegboard"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="styling"><h2 class="section-heading">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
+</section><section><h2 class="section-heading" id="styling">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
+<a class="anchor" aria-label="anchor" href="#styling"></a>
 </h2>
 <hr class="half-width">
 <p>This is {varnish}! This package contains all the HTML, JavaScript,
@@ -3304,7 +3340,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">sandpaper</span><span class="fu">::</span><span class="fu">update_varnish</span><span class="op">(</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="deployment"><h2 class="section-heading">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
+</section><section><h2 class="section-heading" id="deployment">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
+<a class="anchor" aria-label="anchor" href="#deployment"></a>
 </h2>
 <hr class="half-width">
 <div class="section level3">
@@ -3437,7 +3474,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-pull-request"><p>Content from <a href="pull-request.html">Auditing Pull Requests</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/pull-request.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
@@ -3472,7 +3509,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>One of the biggest benefits of working on a Carpentries Lesson is
@@ -3486,14 +3524,15 @@ <h3 class="card-title">Objectives</h3>
 <li>Generated content is rendered to markdown and placed in a temporary
 branch for visual inspection.</li>
 <li>Pull requests are checked for malicious attacks.</li>
-</ol></section><section id="reviewing-a-pull-request"><h2 class="section-heading">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
+</ol></section><section><h2 class="section-heading" id="reviewing-a-pull-request">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
+<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
 </h2>
 <hr class="half-width">
 <p>When you recieve a pull request, a check will first validate that the
 lesson can be built and then, if the lesson can be built, it will
 generate output and leave <a href="https://github.com/carpentries/sandpaper-docs/pull/60#issuecomment-923204714" class="external-link">a
 comment that provides information about the rendered output</a>:</p>
-<!-- NOTE: 
+<!-- NOTE:
 To generate this screenshot, use the webshot2 package:
 
 library(webshot2)
@@ -3563,7 +3602,8 @@ <h3 class="callout-title">Risk Management<a class="anchor" aria-label="anchor" h
 </div>
 </div>
 </div>
-</section><section id="automated-pull-requests"><h2 class="section-heading">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
+</section><section><h2 class="section-heading" id="automated-pull-requests">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
+<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
 </h2>
 <hr class="half-width">
 <p>There are two situations where you would receive a pull request from
@@ -3636,7 +3676,8 @@ <h4 id="status-updates">Status Updates<a class="anchor" aria-label="anchor" href
 reveal changes that have been made (if any).</p>
 </div>
 </div>
-</section><section id="being-vigilant"><h2 class="section-heading">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
+</section><section><h2 class="section-heading" id="being-vigilant">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
+<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
 </h2>
 <hr class="half-width">
 <div class="section level3">
@@ -3705,18 +3746,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -3741,8 +3782,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries.github.io/sandpaper-docs/aio.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/aio.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/component-guide.html b/component-guide.html
index 1e446b8b..4981262a 100644
--- a/component-guide.html
+++ b/component-guide.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,11 +325,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Workbench Component Guide</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/component-guide.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -351,8 +351,8 @@ <h3 class="callout-title">Find out More!<a class="anchor" aria-label="anchor" hr
 </div>
 </div>
 </div>
-<section id="required-sections"><h2 class="section-heading">Required Sections<a class="anchor" aria-label="anchor" href="#required-sections"></a>
-</h2>
+<section><h2 class="section-heading" id="required-sections">Required Sections<a class="anchor" aria-label="anchor" href="#required-sections"></a>
+<a class="anchor" aria-label="anchor" href="#required-sections"></a></h2>
 <hr class="half-width"><p>The workbench requires <code>objectives</code> and
 <code>questions</code> at the beginning and <code>keypoints</code> at
 the end of each episode.</p>
@@ -393,13 +393,13 @@ <h3 class="callout-title">KEYPOINTS (<code>keypoints</code>)<a class="anchor" ar
 </div>
 </div>
 </div>
-</section><section id="instructor-notes"><h2 class="section-heading">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
-</h2>
+</section><section><h2 class="section-heading" id="instructor-notes">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+<a class="anchor" aria-label="anchor" href="#instructor-notes"></a></h2>
 <hr class="half-width"><p>Special sections that only appear on the instructor view (use the
 button at the top right of the page to toggle).</p>
 
-</section><section id="callout-blocks"><h2 class="section-heading">Callout Blocks<a class="anchor" aria-label="anchor" href="#callout-blocks"></a>
-</h2>
+</section><section><h2 class="section-heading" id="callout-blocks">Callout Blocks<a class="anchor" aria-label="anchor" href="#callout-blocks"></a>
+<a class="anchor" aria-label="anchor" href="#callout-blocks"></a></h2>
 <hr class="half-width"><p>Sections to pause the narrative flow of an episode for learners to
 reflect.</p>
 <div id="callout-callout" class="callout">
@@ -464,7 +464,7 @@ <h4 class="accordion-header" id="headingHint1">
   HINT (hint)
   </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
 <div class="accordion-body">
 <p>HINT accordions are created with the <code>hint</code> tag and nested
 within <code>challenge</code> callouts. These offer more context for the
@@ -480,7 +480,7 @@ <h4 class="accordion-header" id="headingSolution1">
   SOLUTION (solution)
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>SOLUTION accordions are created with the <code>solution</code> tag
 and nested within <code>challenge</code> callouts. These provide the
@@ -525,7 +525,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   SPOILER (spoiler)
   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>SPOILER callouts are created with the <code>spoiler</code> tag and
 are a way to provide additional details/content that can be expanded and
@@ -555,13 +555,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
 <p>Some Windows instructions</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
+<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
 <p>Maybe some for Mac</p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
+<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
 <p>And more for Linux users, including a code block:</p>
 <div class="codewrapper sourceCode" id="cb1">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -595,13 +595,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-Windows">
+<div id="nav-tabpanel-1-Windows" class="tab-pane show active" aria-labelledby="nav-tab-1-Windows" role="tabpanel">
 <p>1</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
 <p>2</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
 <p>3</p>
 </div>
 </div>
@@ -625,13 +625,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-Windows">
+<div id="nav-tabpanel-2-Windows" class="tab-pane show active" aria-labelledby="nav-tab-2-Windows" role="tabpanel">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
 <p>6</p>
 </div>
 </div>
@@ -660,18 +660,18 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/component-guide.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -696,7 +696,7 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
   "identifier": "https://carpentries.github.io/sandpaper-docs/component-guide.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/deployment.html b/deployment.html
index 43ce3e3e..bc1204b5 100644
--- a/deployment.html
+++ b/deployment.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -249,14 +249,14 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#building-a-lesson">Building A Lesson</a></li>
 <li><a href="#deploying-on-github">Deploying On GitHub</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -265,7 +265,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -274,7 +274,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -306,10 +306,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -330,18 +330,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: EXAMPLE: Using
         </a>
         <a class="chapter-link float-end" href="update.html" rel="next">
-          Next: Maintaining a... 
+          Next: Maintaining a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Lesson Deployment</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/deployment.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -371,8 +371,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="building-a-lesson"><h2 class="section-heading">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
-</h2>
+<section><h2 class="section-heading" id="building-a-lesson">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a></h2>
 <hr class="half-width"><p>Static site generators all know one thing: how to translate markdown
 to an HTML website. The Carpentries Lesson Infrastructure is no
 different in that it will generate an HTML website from markdown files
@@ -437,8 +437,8 @@ <h3 class="callout-title">Did you know?<a class="anchor" aria-label="anchor" hre
 </div>
 </div>
 </div>
-</section><section id="deploying-on-github"><h2 class="section-heading">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
-</h2>
+</section><section><h2 class="section-heading" id="deploying-on-github">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
+<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a></h2>
 <hr class="half-width"><p>For historical reasons, GitHub used the Jekyll static site generator
 to deploy their documentation websites, but because we no longer use
 Jekyll, we we deploy our sites in a different manner.</p>
@@ -487,7 +487,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: EXAMPLE: Using
         </a>
         <a class="chapter-link float-end" href="update.html" rel="next">
-          Next: Maintaining a... 
+          Next: Maintaining a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -498,18 +498,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/deployment.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -534,7 +534,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/deployment.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/editing.html b/editing.html
index d57a06b0..d91ee802 100644
--- a/editing.html
+++ b/editing.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -231,7 +231,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#create-from-github">Fork and Clone a Lesson</a></li>
@@ -246,7 +246,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#making-your-lesson-citable">Making your lesson citable</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -255,7 +255,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -264,7 +264,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -273,7 +273,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -282,7 +282,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -314,10 +314,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -338,18 +338,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Episode Structure
         </a>
         <a class="chapter-link float-end" href="example.html" rel="next">
-          Next: EXAMPLE: Using... 
+          Next: EXAMPLE: Using...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Editing a {sandpaper} lesson</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/editing.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -387,8 +387,8 @@ <h3 class="card-title">Objectives</h3>
 believe it’s beneficial to experience editing a fully functional lesson,
 so you will edit THIS lesson. The first step is to fork and clone it
 from GitHub:</p>
-<section id="create-from-github"><h2 class="section-heading">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
-</h2>
+<section><h2 class="section-heading" id="create-from-github">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#create-from-github"></a></h2>
 <hr class="half-width"><p>If you are familiar with the process of forking and cloning, then you
 may fork and clone as you normally do. If you would like a reminder,
 here are the steps:</p>
@@ -467,8 +467,8 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="folder-structure"><h2 class="section-heading">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
-</h2>
+</section><section><h2 class="section-heading" id="folder-structure">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
+<a class="anchor" aria-label="anchor" href="#folder-structure"></a></h2>
 <hr class="half-width"><div id="this-may-change" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
@@ -510,9 +510,9 @@ <h3 class="callout-title">
 <p>All source files in {sandpaper} are written in <a href="https://pandoc.org/" class="external-link">pandoc</a>-flavored markdown and all require
 yaml header called <code>title</code>. Beyond that, you can put anything
 in these markdown files.</p>
-</section><section id="config.yaml"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="config-yaml">
 <code>config.yaml</code><a class="anchor" aria-label="anchor" href="#config.yaml"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#config-yaml"></a></h2>
 <hr class="half-width"><p>This configuration file contains global information about the lesson.
 It is purposefully designed to only include information that is editable
 and relevant to the lesson itself and can be divided into two sections:
@@ -614,9 +614,9 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="episodes"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="episodes">
 <code>episodes/</code><a class="anchor" aria-label="anchor" href="#episodes"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#episodes"></a></h2>
 <hr class="half-width"><p>This is the folder where all the action is. It contains all of the
 episodes, figures, and data files needed for the lesson. By default, it
 will contain an episode called introduction.Rmd. You can edit this file
@@ -692,15 +692,15 @@ <h3 class="callout-title">Should I use R Markdown or Markdown Episodes?<a class=
 </tr></tbody></table></div>
 </div>
 </div>
-</section><section id="instructors"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="instructors">
 <code>instructors/</code><a class="anchor" aria-label="anchor" href="#instructors"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#instructors"></a></h2>
 <hr class="half-width"><p>This folder contains information used for instructors only. Downloads
 of code outlines, aggregated figures, and slides would live in this
 folder.</p>
-</section><section id="learners"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="learners">
 <code>learners/</code><a class="anchor" aria-label="anchor" href="#learners"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#learners"></a></h2>
 <hr class="half-width"><p>All the extras the learner would need, mostly a setup guide and
 glossary live here.</p>
 <p>The glossary page is populated from the <code>reference.md</code>
@@ -720,24 +720,24 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <dd>
 definition
 </dd>
-</dl></section><section id="profiles"><h2 class="section-heading">
+</dl></section><section><h2 class="section-heading" id="profiles">
 <code>profiles/</code><a class="anchor" aria-label="anchor" href="#profiles"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#profiles"></a></h2>
 <hr class="half-width"><p>Learner profiles would live in this folder and target learners,
 instructors, and maintainers alike to give a focus on the lesson.</p>
-</section><section id="index.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="index-md">
 <code>index.md</code><a class="anchor" aria-label="anchor" href="#index.md"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#index-md"></a></h2>
 <hr class="half-width"><p>This is the landing page for the lesson. The schedule is appended at
 the bottom of this page and this will be the first page that anyone
 sees.</p>
-</section><section id="readme.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="readme-md">
 <code>README.md</code><a class="anchor" aria-label="anchor" href="#readme.md"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#readme-md"></a></h2>
 <hr class="half-width"><p>This page gives information to maintainers about what to expect
 inside of th repository and how to contribute.</p>
-</section><section id="making-your-lesson-citable"><h2 class="section-heading">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
-</h2>
+</section><section><h2 class="section-heading" id="making-your-lesson-citable">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
+<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a></h2>
 <hr class="half-width"><p>You can add information about how people should cite your lesson by
 adding a citation file to your lesson repository. If the root folder of
 your lesson project includes a file called <code>CITATION</code> or
@@ -893,7 +893,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Episode Structure
         </a>
         <a class="chapter-link float-end" href="example.html" rel="next">
-          Next: EXAMPLE: Using... 
+          Next: EXAMPLE: Using...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -904,18 +904,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/editing.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -940,7 +940,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/editing.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/episodes.html b/episodes.html
index 501250f4..ff766fb4 100644
--- a/episodes.html
+++ b/episodes.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -222,7 +222,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#math">Math</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -257,7 +257,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -266,7 +266,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -284,7 +284,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -316,10 +316,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -340,18 +340,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Introduction to The
         </a>
         <a class="chapter-link float-end" href="editing.html" rel="next">
-          Next: Editing a... 
+          Next: Editing a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Episode Structure</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/episodes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -389,8 +389,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>An episode<a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a> is an individual unit of a lesson that
 focuses on a single topic with clear questions, objectives, and key
 points. If a lesson goal is to teach you about using git, an individual
@@ -426,8 +426,8 @@ <h3 class="callout-title">Buoyant Barnacle<a class="anchor" aria-label="anchor"
 <li>Writing <a href="https://pandoc.org/MANUAL#divs-and-spans" class="external-link">Fenced
 div elements</a> to create callouts and exercise blocks</li>
 <li>Writing simple yaml lists</li>
-</ol></section><section id="creating-a-new-episode"><h2 class="section-heading">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
-</h2>
+</ol></section><section><h2 class="section-heading" id="creating-a-new-episode">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
+<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a></h2>
 <hr class="half-width"><p>To create a new episode, you should open your lesson
 (<code>buoyant-barnacle</code>) in your RStudio or your favorite text
 editor and in the R console type:</p>
@@ -496,8 +496,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="required-elements"><h2 class="section-heading">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
-</h2>
+</section><section><h2 class="section-heading" id="required-elements">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
+<a class="anchor" aria-label="anchor" href="#required-elements"></a></h2>
 <hr class="half-width"><p>To keep with our active learning principles, we want to be mindful
 about the content we present to the learners. We need to give them a
 clear title, questions and objectives, and an estimate of how long it
@@ -582,8 +582,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb8-22"><a href="#cb8-22" tabindex="-1"></a>::::::</span></code></pre>
 </div>
 </div>
-</section><section id="optional-elements"><h2 class="section-heading">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
-</h2>
+</section><section><h2 class="section-heading" id="optional-elements">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
+<a class="anchor" aria-label="anchor" href="#optional-elements"></a></h2>
 <hr class="half-width"><p>Lessons do not have to contain the following structural elements, but
 they can be useful for highlighting particular content.</p>
 <div class="section level3">
@@ -741,13 +741,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
 <p>Some Windows instructions</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
+<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
 <p>Maybe some for Mac</p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
+<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
 <p>And more for Linux users, including a code block:</p>
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -820,13 +820,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-Windows" class="tab-pane show active" aria-labelledby="nav-tab-1-Windows" role="tabpanel">
+<div id="nav-tabpanel-1-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-Windows">
 <p>1</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
 <p>2</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
 <p>3</p>
 </div>
 </div>
@@ -850,13 +850,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-Windows" class="tab-pane show active" aria-labelledby="nav-tab-2-Windows" role="tabpanel">
+<div id="nav-tabpanel-2-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-Windows">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
 <p>6</p>
 </div>
 </div>
@@ -864,8 +864,8 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 <p>(Thanks to <a href="https://github.com/astroDimitrios" class="external-link"><span class="citation">@astroDimitrios</span></a> for this great feature!)</p>
 </div>
 </div>
-</section><section id="instructor-notes"><h2 class="section-heading">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
-</h2>
+</section><section><h2 class="section-heading" id="instructor-notes">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+<a class="anchor" aria-label="anchor" href="#instructor-notes"></a></h2>
 <hr class="half-width"><p>The Carpentries Workbench supports separate instructor/learner views,
 which allows for instructor notes to be incorporated into the lesson.
 The default view of a lesson is the learner view, but you can switch to
@@ -914,8 +914,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb14-18"><a href="#cb14-18" tabindex="-1"></a>:::::::::::::::::::::::::::::::::::::::::::::::::</span></code></pre>
 </div>
 
-</section><section id="exerciseschallenges"><h2 class="section-heading">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
-</h2>
+</section><section><h2 class="section-heading" id="exerciseschallenges">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
+<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a></h2>
 <hr class="half-width"><p>The method of creating callout blocks with fences can help us create
 solution blocks nested within challenge blocks. Much like a <a href="https://en.wikipedia.org/wiki/Toast_sandwich" class="external-link">toast sandwich</a>,
 we can layer blocks inside blocks by adding more layers. For example,
@@ -1073,8 +1073,8 @@ <h3 class="callout-title">Use Spoilers Instead of Floating Solution Blocks<a cla
 </div>
 </div>
 </div>
-</section><section id="expandable-spoiler-blocks"><h2 class="section-heading">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
-</h2>
+</section><section><h2 class="section-heading" id="expandable-spoiler-blocks">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
+<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a></h2>
 <hr class="half-width"><p>It can be helpful to provide “accordion” blocks of content that can
 be expanded and collapsed with a mouse click in some circumstances e.g.
 to provide detailed instructions for different operating systems, which
@@ -1113,8 +1113,8 @@ <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i
 </div>
 </div>
 </div>
-</section><section id="code-blocks-with-syntax-highlighting"><h2 class="section-heading">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
-</h2>
+</section><section><h2 class="section-heading" id="code-blocks-with-syntax-highlighting">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
+<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a></h2>
 <hr class="half-width"><p>To include code examples in your lesson, you can wrap it in three
 backticks like so:</p>
 <p>Input:</p>
@@ -1180,8 +1180,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <a href="https://github.com/jgm/skylighting/tree/master/skylighting-core/xml" class="external-link">full
 list of supported languages is here, each language being a separate XML
 file definition</a>.</p>
-</section><section id="tables"><h2 class="section-heading">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
-</h2>
+</section><section><h2 class="section-heading" id="tables">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
+<a class="anchor" aria-label="anchor" href="#tables"></a></h2>
 <hr class="half-width"><p>Tables in The Workbench follow the rules for <a href="https://pandoc.org/MANUAL.html#extension-pipe_tables" class="external-link">pandoc pipe
 table syntax</a>, which is the most portable form of tables.</p>
 <p>Because we use pandoc for rendering, tables also have the following
@@ -1441,8 +1441,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <td align="left">a round purple fruit with complex swirls along its
 skin. It is said to taste terrible and give you mysterious powers</td>
 </tr></tbody></table></div>
-</section><section id="links"><h2 class="section-heading">Links<a class="anchor" aria-label="anchor" href="#links"></a>
-</h2>
+</section><section><h2 class="section-heading" id="links">Links<a class="anchor" aria-label="anchor" href="#links"></a>
+<a class="anchor" aria-label="anchor" href="#links"></a></h2>
 <hr class="half-width"><p>To include links to outside resources in your lesson, you write them
 with <a href="https://www.markdownguide.org/basic-syntax" class="external-link">standard
 markdown syntax</a>:
@@ -1562,8 +1562,8 @@ <h5 id="incorrect-solutions">incorrect solutions<a class="anchor" aria-label="an
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
-</h2>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a></h2>
 <hr class="half-width"><p>To include figures, place them in the <code>episodes/fig</code>
 folder and reference them directly like so using standard markdown
 format, with one twist: add an <code>alt</code> attribute at the end to
@@ -1648,8 +1648,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 </div>
 <figure style="text-align: center"><img src="fig/episodes-rendered-pyramid-1.png" alt="pie chart illusion of a pyramid" class="figure mx-auto d-block"><figcaption>
 Sun arise each and every morning
-</figcaption></figure></section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
-</h2>
+</figcaption></figure></section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a></h2>
 <hr class="half-width"><p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
 create dynamic reports with {knitr}, so we now use mathjax to describe
 this:</p>
@@ -1700,7 +1700,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Introduction to The
         </a>
         <a class="chapter-link float-end" href="editing.html" rel="next">
-          Next: Editing a... 
+          Next: Editing a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -1711,18 +1711,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/episodes.Rmd" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -1747,7 +1747,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/episodes.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/example.html b/example.html
index 2975de5a..44cec21f 100644
--- a/example.html
+++ b/example.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -240,7 +240,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#math">Math</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -257,7 +257,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -266,7 +266,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -307,10 +307,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -331,18 +331,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Editing a
         </a>
         <a class="chapter-link float-end" href="deployment.html" rel="next">
-          Next: Lesson Deployment... 
+          Next: Lesson Deployment...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>EXAMPLE: Using RMarkdown</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/example.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -373,8 +373,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>This is a lesson created via The Carpentries Workbench. It is written
 in <a href="https://pandoc.org/" class="external-link">Pandoc-flavored Markdown</a> for static
 files and <a href="https://rmarkdown.rstudio.com/" class="external-link">R Markdown</a> for
@@ -440,7 +440,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Output </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -468,7 +468,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within challeng
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -477,8 +477,8 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
-</h2>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a></h2>
 <hr class="half-width"><p>You can also include figures generated from R Markdown:</p>
 <div class="codewrapper sourceCode" id="cb6">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -531,8 +531,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
-</h2>
+</section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a></h2>
 <hr class="half-width"><p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
 create dynamic reports with {knitr}, so we now use mathjax to describe
 this:</p>
@@ -569,7 +569,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Editing a
         </a>
         <a class="chapter-link float-end" href="deployment.html" rel="next">
-          Next: Lesson Deployment... 
+          Next: Lesson Deployment...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -580,18 +580,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/example.Rmd" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -616,7 +616,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/example.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/github-pat.html b/github-pat.html
index 7566a733..f051ec59 100644
--- a/github-pat.html
+++ b/github-pat.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,19 +325,19 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setting Up a Personal Access Token via R</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/github-pat.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
 
         
 
-<section id="i-use-ssh-why-should-i-use-https"><h2 class="section-heading">I use SSH, Why should I use HTTPS?<a class="anchor" aria-label="anchor" href="#i-use-ssh-why-should-i-use-https"></a>
-</h2>
+<section><h2 class="section-heading" id="i-use-ssh-why-should-i-use-https">I use SSH, Why should I use HTTPS?<a class="anchor" aria-label="anchor" href="#i-use-ssh-why-should-i-use-https"></a>
+<a class="anchor" aria-label="anchor" href="#i-use-ssh-why-should-i-use-https"></a></h2>
 <hr class="half-width"><p>GitHub has announced that <a href="https://github.blog/2020-12-15-token-authentication-requirements-for-git-operations/" class="external-link">passwords
 will no longer be used for authentication from the command line starting
 in August 2021</a>. While you may or may not be comfortable with SSH,
@@ -356,8 +356,8 @@ <h1>Setting Up a Personal Access Token via R</h1>
 <li>You can connect to the GitHub API with a higher rate limit, which
 means that you can auto-create remote repositories and analyze GitHub
 data without a web browser.</li>
-</ol></section><section id="verifying-your-git-situation"><h2 class="section-heading">Verifying Your Git Situation<a class="anchor" aria-label="anchor" href="#verifying-your-git-situation"></a>
-</h2>
+</ol></section><section><h2 class="section-heading" id="verifying-your-git-situation">Verifying Your Git Situation<a class="anchor" aria-label="anchor" href="#verifying-your-git-situation"></a>
+<a class="anchor" aria-label="anchor" href="#verifying-your-git-situation"></a></h2>
 <hr class="half-width"><p>To confirm that your Git session is correctly configured, open
 RStudio, and run the following line to check if your HTTPS credentials
 are set up properly:</p>
@@ -393,8 +393,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <p>If your output looks like this, then you are properly set up and you
 are good to go! If not, read on!</p>
 </div>
-</section><section id="creating-a-new-github-personal-access-token"><h2 class="section-heading">Creating a New GitHub Personal Access Token<a class="anchor" aria-label="anchor" href="#creating-a-new-github-personal-access-token"></a>
-</h2>
+</section><section><h2 class="section-heading" id="creating-a-new-github-personal-access-token">Creating a New GitHub Personal Access Token<a class="anchor" aria-label="anchor" href="#creating-a-new-github-personal-access-token"></a>
+<a class="anchor" aria-label="anchor" href="#creating-a-new-github-personal-access-token"></a></h2>
 <hr class="half-width"><p>If you see errors associated with your GitHub token (see below,
 e.g. ‘Token is invalid’ or ‘Can’t retrieve registered email
 address(es)’), then you should create a new one. Dr. Jenny Bryan wrote
@@ -524,18 +524,18 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/github-pat.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -560,7 +560,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries.github.io/sandpaper-docs/github-pat.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 8651b870..0b752de4 100644
--- a/images.html
+++ b/images.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -216,7 +216,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -238,7 +238,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Setup</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -250,7 +250,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -274,7 +274,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -286,7 +286,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -298,7 +298,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -310,7 +310,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -322,7 +322,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -364,11 +364,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -506,18 +506,18 @@ <h3 id="pull-request-figure-9">Figure 9</h3>
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -542,8 +542,8 @@ <h3 id="pull-request-figure-9">Figure 9</h3>
   "url": "https://carpentries.github.io/sandpaper-docs/images.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/images.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index e7348ce5..f5e7011d 100644
--- a/index.html
+++ b/index.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -204,7 +204,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#overview">Overview</a></li>
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#connect-to-github">Connect to GitHub</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -271,7 +271,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -280,7 +280,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -312,10 +312,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -383,8 +383,8 @@ <h3 class="callout-title">
 </div>
 
 
-      <section id="setup"><section id="overview"><h2 class="section-heading">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
-</h2>
+      <section id="setup"><section><h2 class="section-heading" id="overview">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
+<a class="anchor" aria-label="anchor" href="#overview"></a></h2>
 <hr class="half-width"><p>The lesson infrastructure is built on Git, <a href="https://cran.rstudio.org/" class="external-link">The R language</a>, and <a href="https://pandoc.org/" class="external-link">pandoc</a>. It consists of four
 components:</p>
 <ol style="list-style-type: decimal"><li>The source content (plain markdown or RMarkdown files organized into
@@ -462,8 +462,8 @@ <h3 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
 secruity of your computer</a>.</p>
 <p>Jump to the installation instructions for your system: <a href="#windows">Windows</a>, <a href="#mac">MacOS</a>, or <a href="#linux">Linux</a></p>
 </div>
-</section><section id="windows"><h2 class="section-heading">Installing on Windows<a class="anchor" aria-label="anchor" href="#windows"></a>
-</h2>
+</section><section><h2 class="section-heading" id="windows">Installing on Windows<a class="anchor" aria-label="anchor" href="#windows"></a>
+<a class="anchor" aria-label="anchor" href="#windows"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="git">Git<a class="anchor" aria-label="anchor" href="#git"></a></h3>
 <p>We recommend installing git via the Git for Windows installer at <a href="https://gitforwindows.org/" class="external-link uri">https://gitforwindows.org/</a>. The installer is going to
@@ -587,8 +587,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="fu">install.packages</span><span class="op">(</span><span class="fu">c</span><span class="op">(</span><span class="st">"sandpaper"</span>, <span class="st">"varnish"</span>, <span class="st">"pegboard"</span>, <span class="st">"tinkr"</span><span class="op">)</span><span class="op">)</span></span></code></pre>
 </div>
 </div>
-</section><section id="mac"><h2 class="section-heading">Installing on MacOS<a class="anchor" aria-label="anchor" href="#mac"></a>
-</h2>
+</section><section><h2 class="section-heading" id="mac">Installing on MacOS<a class="anchor" aria-label="anchor" href="#mac"></a>
+<a class="anchor" aria-label="anchor" href="#mac"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="git-1">Git<a class="anchor" aria-label="anchor" href="#git-1"></a></h3>
 <p>You should have git pre-installed on your macOS, but it is likely
@@ -719,8 +719,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="fu">install.packages</span><span class="op">(</span><span class="fu">c</span><span class="op">(</span><span class="st">"sandpaper"</span>, <span class="st">"varnish"</span>, <span class="st">"pegboard"</span>, <span class="st">"tinkr"</span><span class="op">)</span><span class="op">)</span></span></code></pre>
 </div>
 </div>
-</section><section id="linux"><h2 class="section-heading">Installing on Linux<a class="anchor" aria-label="anchor" href="#linux"></a>
-</h2>
+</section><section><h2 class="section-heading" id="linux">Installing on Linux<a class="anchor" aria-label="anchor" href="#linux"></a>
+<a class="anchor" aria-label="anchor" href="#linux"></a></h2>
 <hr class="half-width"><p>A lot of the documentation for Linux is nuanced because it assumes
 that if you use Linux, then you automatically know how to install things
 by the command line. I will be providing instructions as best I can for
@@ -947,7 +947,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Add this to ~/.Rprofile
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb23">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1015,8 +1015,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="install-test"><h2 class="section-heading">Test your installation<a class="anchor" aria-label="anchor" href="#install-test"></a>
-</h2>
+</section><section><h2 class="section-heading" id="install-test">Test your installation<a class="anchor" aria-label="anchor" href="#install-test"></a>
+<a class="anchor" aria-label="anchor" href="#install-test"></a></h2>
 <hr class="half-width"><p>Now that you have installed the lesson components, it is a good idea
 to run a small test to verify that these components work together. To
 test your installation <strong>open RStudio</strong> (or launch R if you
@@ -1069,8 +1069,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 <p>If the installation did not work, please <a href="https://github.com/carpentries/sandpaper-docs/issues/new" class="external-link">raise an
 issue on GitHub</a> and I can help troubleshoot.</p>
-</section><section id="installation-faq"><h2 class="section-heading">Installation FAQ<a class="anchor" aria-label="anchor" href="#installation-faq"></a>
-</h2>
+</section><section><h2 class="section-heading" id="installation-faq">Installation FAQ<a class="anchor" aria-label="anchor" href="#installation-faq"></a>
+<a class="anchor" aria-label="anchor" href="#installation-faq"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="why-does-it-take-5-lines-of-code-to-install-the-infrastructure">Why does it take 5 lines of code to install the infrastructure?<a class="anchor" aria-label="anchor" href="#why-does-it-take-5-lines-of-code-to-install-the-infrastructure"></a></h3>
 <p>In the future, this will be ONE line of code!</p>
@@ -1102,8 +1102,8 @@ <h3 id="what-is-an-r-library">What is an R Library?<a class="anchor" aria-label=
 not writeable and asks if you would like to use a personal library
 instead. In this case, select “yes”.</p>
 </div>
-</section><section id="using-the-lesson-engine"><h2 class="section-heading">Using the lesson engine<a class="anchor" aria-label="anchor" href="#using-the-lesson-engine"></a>
-</h2>
+</section><section><h2 class="section-heading" id="using-the-lesson-engine">Using the lesson engine<a class="anchor" aria-label="anchor" href="#using-the-lesson-engine"></a>
+<a class="anchor" aria-label="anchor" href="#using-the-lesson-engine"></a></h2>
 <hr class="half-width"><p>Throughout the lesson, I will ask you to <strong>open R or
 RStudio</strong>. If you are using RStudio, you can open it by
 double-clicking on the RStudio icon in your application launcher; you do
@@ -1148,8 +1148,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section id="connect-to-github"><h2 class="section-heading">Connect to GitHub<a class="anchor" aria-label="anchor" href="#connect-to-github"></a>
-</h2>
+</section><section><h2 class="section-heading" id="connect-to-github">Connect to GitHub<a class="anchor" aria-label="anchor" href="#connect-to-github"></a>
+<a class="anchor" aria-label="anchor" href="#connect-to-github"></a></h2>
 <hr class="half-width"><p>You will need to make sure your git session is connected to GitHub.
 To do so, you will need to use an SSH or HTTPS protocol. If you already
 know how to push and pull from GitHub using the command line, you do not
@@ -1226,18 +1226,18 @@ <h3 class="callout-title">Is GitHub’s Documentation Confusing?<a class="anchor
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/index.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -1261,8 +1261,8 @@ <h3 class="callout-title">Is GitHub’s Documentation Confusing?<a class="anchor
   "url": "https://carpentries.github.io/sandpaper-docs/index.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/index.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index c7b18ecd..86161edd 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -216,7 +216,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -238,7 +238,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Setup</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -250,7 +250,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -274,7 +274,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -286,7 +286,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -298,7 +298,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -310,7 +310,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -322,7 +322,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -364,11 +364,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -400,18 +400,18 @@ <h1>Instructor Notes</h1>
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -436,8 +436,8 @@ <h1>Instructor Notes</h1>
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   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor-notes.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 00c13f26..3e76cdfd 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -184,7 +184,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -204,7 +204,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/index.html" class="external-link">Summary and Setup</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -215,7 +215,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/introduction.html" class="external-link">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/episodes.html" class="external-link">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -237,7 +237,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/editing.html" class="external-link">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/example.html" class="external-link">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -259,7 +259,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/deployment.html" class="external-link">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -270,7 +270,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/update.html" class="external-link">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -281,7 +281,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="https://carpentries.github.io/sandpaper-docs/pull-request.html" class="external-link">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -318,10 +318,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="https://carpentries.github.io/sandpaper-docs/instructor/aio.html" class="external-link">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -334,8 +334,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
     <main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Page not found</h1>
         
-<section id="our-apologies"><h2 class="section-heading">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a>
-</h2>
+<section><h2 class="section-heading" id="our-apologies">Our apologies!<a class="anchor" aria-label="anchor" href="#our-apologies"></a>
+<a class="anchor" aria-label="anchor" href="#our-apologies"></a></h2>
 <hr class="half-width"><p>We cannot seem to find the page you are looking for. Here are some
 tips that may help:</p>
 <ol style="list-style-type: decimal"><li>try going back to the <a href="javascript:history.back()">previous
@@ -357,18 +357,18 @@ <h1>Page not found</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -392,8 +392,8 @@ <h1>Page not found</h1>
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   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/404.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 8c568f31..9964fdcc 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
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 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
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   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
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 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
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 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
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@@ -325,13 +325,13 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
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@@ -370,18 +370,18 @@ <h1>Contributor Code of Conduct</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -406,7 +406,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 494ecaf1..6e939f14 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,21 +325,21 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
 
         
 
-<section id="instructional-material"><h2 class="section-heading">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a>
-</h2>
+<section><h2 class="section-heading" id="instructional-material">Instructional Material<a class="anchor" aria-label="anchor" href="#instructional-material"></a>
+<a class="anchor" aria-label="anchor" href="#instructional-material"></a></h2>
 <hr class="half-width"><p>All Carpentries (Software Carpentry, Data Carpentry, and Library
 Carpentry) instructional material is made available under the <a href="https://creativecommons.org/licenses/by/4.0/" class="external-link">Creative Commons
 Attribution license</a>. The following is a human-readable summary of
@@ -372,8 +372,8 @@ <h1>Licenses</h1>
 permissions necessary for your intended use. For example, other rights
 such as publicity, privacy, or moral rights may limit how you use the
 material.</li>
-</ul></section><section id="software"><h2 class="section-heading">Software<a class="anchor" aria-label="anchor" href="#software"></a>
-</h2>
+</ul></section><section><h2 class="section-heading" id="software">Software<a class="anchor" aria-label="anchor" href="#software"></a>
+<a class="anchor" aria-label="anchor" href="#software"></a></h2>
 <hr class="half-width"><p>Except where otherwise noted, the example programs and other software
 provided by The Carpentries are made available under the <a href="https://opensource.org" class="external-link">OSI</a>-approved <a href="https://opensource.org/licenses/mit-license.html" class="external-link">MIT
 license</a>.</p>
@@ -393,8 +393,8 @@ <h1>Licenses</h1>
 CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
 TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
 SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p>
-</section><section id="trademark"><h2 class="section-heading">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a>
-</h2>
+</section><section><h2 class="section-heading" id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#trademark"></a>
+<a class="anchor" aria-label="anchor" href="#trademark"></a></h2>
 <hr class="half-width"><p>“The Carpentries”, “Software Carpentry”, “Data Carpentry”, and
 “Library Carpentry” and their respective logos are registered trademarks
 of <a href="https://communityin.org/" class="external-link">Community Initiatives</a>.</p>
@@ -421,18 +421,18 @@ <h1>Licenses</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/LICENSE.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -457,7 +457,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/LICENSE.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 4523c6ea..ad85a9cb 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -217,7 +217,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Schedule</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -251,7 +251,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -263,7 +263,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -287,7 +287,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -299,7 +299,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -311,7 +311,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -323,7 +323,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -366,11 +366,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -391,7 +391,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction to The Carpentries Workbench</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
 <div class="text-end">
@@ -449,7 +449,8 @@ <h3 class="callout-title">Takeaway message<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </div>
-<section id="super-quickstart-copy-a-template-from-github"><h2 class="section-heading">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
+<section><h2 class="section-heading" id="super-quickstart-copy-a-template-from-github">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
 </h2>
 <hr class="half-width">
 <p>The absolute quickest way to get started with The Carpentries
@@ -504,7 +505,8 @@ <h3 id="step-3-customise-your-site">Step 3: Customise your site<a class="anchor"
 inside the lesson folder, and <a href="#preview">preview your new
 lesson</a></p>
 </div>
-</section><section id="quickstart-create-a-new-lesson"><h2 class="section-heading">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
+</section><section><h2 class="section-heading" id="quickstart-create-a-new-lesson">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
 </h2>
 <hr class="half-width">
 <div id="create-a-lesson-locally" class="callout discussion">
@@ -562,7 +564,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="preview"><h2 class="section-heading">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
+</section><section><h2 class="section-heading" id="preview">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
+<a class="anchor" aria-label="anchor" href="#preview"></a>
 </h2>
 <hr class="half-width">
 <p>After you created your lesson, you will want to preview it locally.
@@ -653,7 +656,8 @@ <h3 class="code-label">YAML<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section id="push-to-github"><h2 class="section-heading">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
+</section><section><h2 class="section-heading" id="push-to-github">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
+<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
 </h2>
 <hr class="half-width">
 <p>The lesson you just created lives local on your computer, but still
@@ -749,7 +753,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="tools"><h2 class="section-heading">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
+</section><section><h2 class="section-heading" id="tools">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
+<a class="anchor" aria-label="anchor" href="#tools"></a>
 </h2>
 <hr class="half-width">
 <p>As described in <a href="index.html#setup">the setup document</a>, The
@@ -787,7 +792,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-episodes"><p>Content from <a href="episodes.html">Episode Structure</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/episodes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 17 minutes</p>
 <div class="text-end">
@@ -828,7 +833,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>An episode<a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a> is an individual unit of a lesson that
@@ -867,7 +873,8 @@ <h3 class="callout-title">Buoyant Barnacle<a class="anchor" aria-label="anchor"
 <li>Writing <a href="https://pandoc.org/MANUAL#divs-and-spans" class="external-link">Fenced
 div elements</a> to create callouts and exercise blocks</li>
 <li>Writing simple yaml lists</li>
-</ol></section><section id="creating-a-new-episode"><h2 class="section-heading">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
+</ol></section><section><h2 class="section-heading" id="creating-a-new-episode">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
+<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
 </h2>
 <hr class="half-width">
 <p>To create a new episode, you should open your lesson
@@ -938,7 +945,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="required-elements"><h2 class="section-heading">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
+</section><section><h2 class="section-heading" id="required-elements">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
+<a class="anchor" aria-label="anchor" href="#required-elements"></a>
 </h2>
 <hr class="half-width">
 <p>To keep with our active learning principles, we want to be mindful
@@ -1031,7 +1039,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb8-22"><a href="#cb8-22" tabindex="-1"></a>::::::</span></code></pre>
 </div>
 </div>
-</section><section id="optional-elements"><h2 class="section-heading">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
+</section><section><h2 class="section-heading" id="optional-elements">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
+<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
 </h2>
 <hr class="half-width">
 <p>Lessons do not have to contain the following structural elements, but
@@ -1194,13 +1203,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
 <p>Some Windows instructions</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
+<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
 <p>Maybe some for Mac</p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
+<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
 <p>And more for Linux users, including a code block:</p>
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1274,13 +1283,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-Windows" class="tab-pane show active" aria-labelledby="nav-tab-1-Windows" role="tabpanel">
+<div id="nav-tabpanel-1-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-Windows">
 <p>1</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
 <p>2</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
 <p>3</p>
 </div>
 </div>
@@ -1304,13 +1313,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-Windows" class="tab-pane show active" aria-labelledby="nav-tab-2-Windows" role="tabpanel">
+<div id="nav-tabpanel-2-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-Windows">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
 <p>6</p>
 </div>
 </div>
@@ -1318,7 +1327,8 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 <p>(Thanks to <a href="https://github.com/astroDimitrios" class="external-link"><span class="citation">@astroDimitrios</span></a> for this great feature!)</p>
 </div>
 </div>
-</section><section id="instructor-notes"><h2 class="section-heading">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+</section><section><h2 class="section-heading" id="instructor-notes">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
 </h2>
 <hr class="half-width">
 <p>The Carpentries Workbench supports separate instructor/learner views,
@@ -1399,7 +1409,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 </div>
 </div>
 </div>
-</section><section id="exerciseschallenges"><h2 class="section-heading">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
+</section><section><h2 class="section-heading" id="exerciseschallenges">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
+<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
 </h2>
 <hr class="half-width">
 <p>The method of creating callout blocks with fences can help us create
@@ -1561,7 +1572,8 @@ <h3 class="callout-title">Use Spoilers Instead of Floating Solution Blocks<a cla
 </div>
 </div>
 </div>
-</section><section id="expandable-spoiler-blocks"><h2 class="section-heading">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
+</section><section><h2 class="section-heading" id="expandable-spoiler-blocks">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
+<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
 </h2>
 <hr class="half-width">
 <p>It can be helpful to provide “accordion” blocks of content that can
@@ -1604,7 +1616,8 @@ <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i
 </div>
 </div>
 </div>
-</section><section id="code-blocks-with-syntax-highlighting"><h2 class="section-heading">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
+</section><section><h2 class="section-heading" id="code-blocks-with-syntax-highlighting">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
+<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
 </h2>
 <hr class="half-width">
 <p>To include code examples in your lesson, you can wrap it in three
@@ -1672,7 +1685,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <a href="https://github.com/jgm/skylighting/tree/master/skylighting-core/xml" class="external-link">full
 list of supported languages is here, each language being a separate XML
 file definition</a>.</p>
-</section><section id="tables"><h2 class="section-heading">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
+</section><section><h2 class="section-heading" id="tables">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
+<a class="anchor" aria-label="anchor" href="#tables"></a>
 </h2>
 <hr class="half-width">
 <p>Tables in The Workbench follow the rules for <a href="https://pandoc.org/MANUAL.html#extension-pipe_tables" class="external-link">pandoc pipe
@@ -2035,7 +2049,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 </tbody>
 </table>
 </div>
-</section><section id="links"><h2 class="section-heading">Links<a class="anchor" aria-label="anchor" href="#links"></a>
+</section><section><h2 class="section-heading" id="links">Links<a class="anchor" aria-label="anchor" href="#links"></a>
+<a class="anchor" aria-label="anchor" href="#links"></a>
 </h2>
 <hr class="half-width">
 <p>To include links to outside resources in your lesson, you write them
@@ -2165,7 +2180,8 @@ <h5 id="incorrect-solutions">incorrect solutions<a class="anchor" aria-label="an
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a>
 </h2>
 <hr class="half-width">
 <p>To include figures, place them in the <code>episodes/fig</code>
@@ -2256,7 +2272,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 </div>
 <figure style="text-align: center"><img src="../fig/episodes-rendered-pyramid-1.png" alt="pie chart illusion of a pyramid" class="figure mx-auto d-block"><figcaption>
 Sun arise each and every morning
-</figcaption></figure></section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+</figcaption></figure></section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a>
 </h2>
 <hr class="half-width">
 <p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
@@ -2301,7 +2318,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </div></section><section id="aio-editing"><p>Content from <a href="editing.html">Editing a {sandpaper} lesson</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/editing.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 5 minutes</p>
 <div class="text-end">
@@ -2342,7 +2359,8 @@ <h3 class="card-title">Objectives</h3>
 believe it’s beneficial to experience editing a fully functional lesson,
 so you will edit THIS lesson. The first step is to fork and clone it
 from GitHub:</p>
-<section id="create-from-github"><h2 class="section-heading">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
+<section><h2 class="section-heading" id="create-from-github">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
 </h2>
 <hr class="half-width">
 <p>If you are familiar with the process of forking and cloning, then you
@@ -2427,7 +2445,8 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="folder-structure"><h2 class="section-heading">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
+</section><section><h2 class="section-heading" id="folder-structure">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
+<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
 </h2>
 <hr class="half-width">
 <div id="this-may-change" class="callout">
@@ -2471,8 +2490,9 @@ <h3 class="callout-title">
 <p>All source files in {sandpaper} are written in <a href="https://pandoc.org/" class="external-link">pandoc</a>-flavored markdown and all require
 yaml header called <code>title</code>. Beyond that, you can put anything
 in these markdown files.</p>
-</section><section id="config.yaml"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="config-yaml">
 <code>config.yaml</code><a class="anchor" aria-label="anchor" href="#config.yaml"></a>
+<a class="anchor" aria-label="anchor" href="#config-yaml"></a>
 </h2>
 <hr class="half-width">
 <p>This configuration file contains global information about the lesson.
@@ -2582,8 +2602,9 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="episodes"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="episodes">
 <code>episodes/</code><a class="anchor" aria-label="anchor" href="#episodes"></a>
+<a class="anchor" aria-label="anchor" href="#episodes"></a>
 </h2>
 <hr class="half-width">
 <p>This is the folder where all the action is. It contains all of the
@@ -2671,15 +2692,17 @@ <h3 class="callout-title">Should I use R Markdown or Markdown Episodes?<a class=
 </div>
 </div>
 </div>
-</section><section id="instructors"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="instructors">
 <code>instructors/</code><a class="anchor" aria-label="anchor" href="#instructors"></a>
+<a class="anchor" aria-label="anchor" href="#instructors"></a>
 </h2>
 <hr class="half-width">
 <p>This folder contains information used for instructors only. Downloads
 of code outlines, aggregated figures, and slides would live in this
 folder.</p>
-</section><section id="learners"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="learners">
 <code>learners/</code><a class="anchor" aria-label="anchor" href="#learners"></a>
+<a class="anchor" aria-label="anchor" href="#learners"></a>
 </h2>
 <hr class="half-width">
 <p>All the extras the learner would need, mostly a setup guide and
@@ -2702,26 +2725,30 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <dd>
 definition
 </dd>
-</dl></section><section id="profiles"><h2 class="section-heading">
+</dl></section><section><h2 class="section-heading" id="profiles">
 <code>profiles/</code><a class="anchor" aria-label="anchor" href="#profiles"></a>
+<a class="anchor" aria-label="anchor" href="#profiles"></a>
 </h2>
 <hr class="half-width">
 <p>Learner profiles would live in this folder and target learners,
 instructors, and maintainers alike to give a focus on the lesson.</p>
-</section><section id="index.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="index-md">
 <code>index.md</code><a class="anchor" aria-label="anchor" href="#index.md"></a>
+<a class="anchor" aria-label="anchor" href="#index-md"></a>
 </h2>
 <hr class="half-width">
 <p>This is the landing page for the lesson. The schedule is appended at
 the bottom of this page and this will be the first page that anyone
 sees.</p>
-</section><section id="readme.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="readme-md">
 <code>README.md</code><a class="anchor" aria-label="anchor" href="#readme.md"></a>
+<a class="anchor" aria-label="anchor" href="#readme-md"></a>
 </h2>
 <hr class="half-width">
 <p>This page gives information to maintainers about what to expect
 inside of th repository and how to contribute.</p>
-</section><section id="making-your-lesson-citable"><h2 class="section-heading">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
+</section><section><h2 class="section-heading" id="making-your-lesson-citable">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
+<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
 </h2>
 <hr class="half-width">
 <p>You can add information about how people should cite your lesson by
@@ -2875,7 +2902,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-example"><p>Content from <a href="example.html">EXAMPLE: Using RMarkdown</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/example.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 7 minutes</p>
 <div class="text-end">
@@ -2909,7 +2936,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>This is a lesson created via The Carpentries Workbench. It is written
@@ -2935,7 +2963,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Inline instructor notes can help inform instructors of timing
 challenges associated with the lessons. They appear in the “Instructor
@@ -2994,7 +3022,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Output </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -3022,7 +3050,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within challeng
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -3031,7 +3059,8 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a>
 </h2>
 <hr class="half-width">
 <p>You can also include figures generated from R Markdown:</p>
@@ -3086,7 +3115,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+</section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a>
 </h2>
 <hr class="half-width">
 <p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
@@ -3118,7 +3148,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-deployment"><p>Content from <a href="deployment.html">Lesson Deployment</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/deployment.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 5 minutes</p>
 <div class="text-end">
@@ -3151,7 +3181,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="building-a-lesson"><h2 class="section-heading">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
+<section><h2 class="section-heading" id="building-a-lesson">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
 </h2>
 <hr class="half-width">
 <p>Static site generators all know one thing: how to translate markdown
@@ -3222,7 +3253,8 @@ <h3 class="callout-title">Did you know?<a class="anchor" aria-label="anchor" hre
 </div>
 </div>
 </div>
-</section><section id="deploying-on-github"><h2 class="section-heading">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
+</section><section><h2 class="section-heading" id="deploying-on-github">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
+<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
 </h2>
 <hr class="half-width">
 <p>For historical reasons, GitHub used the Jekyll static site generator
@@ -3266,7 +3298,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-update"><p>Content from <a href="update.html">Maintaining a Healthy Infrastructure</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/update.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
 <div class="text-end">
@@ -3314,11 +3346,13 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>The Carpentries Lesson Infrastructure is designed to be cu</p>
-</section><section id="maintainer-tools"><h2 class="section-heading">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
+</section><section><h2 class="section-heading" id="maintainer-tools">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
+<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
 </h2>
 <hr class="half-width">
 <p>This is {sandpaper}! It takes your source files and generates the
@@ -3330,7 +3364,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"sandpaper"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="validator"><h2 class="section-heading">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
+</section><section><h2 class="section-heading" id="validator">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
+<a class="anchor" aria-label="anchor" href="#validator"></a>
 </h2>
 <hr class="half-width">
 <p>This is {pegboard}! It runs behind the scenes in {sandpaper} to parse
@@ -3344,7 +3379,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"pegboard"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="styling"><h2 class="section-heading">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
+</section><section><h2 class="section-heading" id="styling">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
+<a class="anchor" aria-label="anchor" href="#styling"></a>
 </h2>
 <hr class="half-width">
 <p>This is {varnish}! This package contains all the HTML, JavaScript,
@@ -3356,7 +3392,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">sandpaper</span><span class="fu">::</span><span class="fu">update_varnish</span><span class="op">(</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="deployment"><h2 class="section-heading">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
+</section><section><h2 class="section-heading" id="deployment">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
+<a class="anchor" aria-label="anchor" href="#deployment"></a>
 </h2>
 <hr class="half-width">
 <div class="section level3">
@@ -3489,7 +3526,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </section></section><section id="aio-pull-request"><p>Content from <a href="pull-request.html">Auditing Pull Requests</a></p>
 <hr>
 <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/pull-request.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 5 minutes</p>
 <div class="text-end">
@@ -3525,7 +3562,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
 <hr class="half-width">
 <p>One of the biggest benefits of working on a Carpentries Lesson is
@@ -3539,14 +3577,15 @@ <h3 class="card-title">Objectives</h3>
 <li>Generated content is rendered to markdown and placed in a temporary
 branch for visual inspection.</li>
 <li>Pull requests are checked for malicious attacks.</li>
-</ol></section><section id="reviewing-a-pull-request"><h2 class="section-heading">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
+</ol></section><section><h2 class="section-heading" id="reviewing-a-pull-request">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
+<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
 </h2>
 <hr class="half-width">
 <p>When you recieve a pull request, a check will first validate that the
 lesson can be built and then, if the lesson can be built, it will
 generate output and leave <a href="https://github.com/carpentries/sandpaper-docs/pull/60#issuecomment-923204714" class="external-link">a
 comment that provides information about the rendered output</a>:</p>
-<!-- NOTE: 
+<!-- NOTE:
 To generate this screenshot, use the webshot2 package:
 
 library(webshot2)
@@ -3616,7 +3655,8 @@ <h3 class="callout-title">Risk Management<a class="anchor" aria-label="anchor" h
 </div>
 </div>
 </div>
-</section><section id="automated-pull-requests"><h2 class="section-heading">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
+</section><section><h2 class="section-heading" id="automated-pull-requests">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
+<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
 </h2>
 <hr class="half-width">
 <p>There are two situations where you would receive a pull request from
@@ -3689,7 +3729,8 @@ <h4 id="status-updates">Status Updates<a class="anchor" aria-label="anchor" href
 reveal changes that have been made (if any).</p>
 </div>
 </div>
-</section><section id="being-vigilant"><h2 class="section-heading">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
+</section><section><h2 class="section-heading" id="being-vigilant">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
+<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
 </h2>
 <hr class="half-width">
 <div class="section level3">
@@ -3758,18 +3799,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -3794,8 +3835,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries.github.io/sandpaper-docs/instructor/aio.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/aio.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/component-guide.html b/instructor/component-guide.html
index 7644d865..0d4007bc 100644
--- a/instructor/component-guide.html
+++ b/instructor/component-guide.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,13 +325,13 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Workbench Component Guide</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/component-guide.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -353,8 +353,8 @@ <h3 class="callout-title">Find out More!<a class="anchor" aria-label="anchor" hr
 </div>
 </div>
 </div>
-<section id="required-sections"><h2 class="section-heading">Required Sections<a class="anchor" aria-label="anchor" href="#required-sections"></a>
-</h2>
+<section><h2 class="section-heading" id="required-sections">Required Sections<a class="anchor" aria-label="anchor" href="#required-sections"></a>
+<a class="anchor" aria-label="anchor" href="#required-sections"></a></h2>
 <hr class="half-width"><p>The workbench requires <code>objectives</code> and
 <code>questions</code> at the beginning and <code>keypoints</code> at
 the end of each episode.</p>
@@ -395,8 +395,8 @@ <h3 class="callout-title">KEYPOINTS (<code>keypoints</code>)<a class="anchor" ar
 </div>
 </div>
 </div>
-</section><section id="instructor-notes"><h2 class="section-heading">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
-</h2>
+</section><section><h2 class="section-heading" id="instructor-notes">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+<a class="anchor" aria-label="anchor" href="#instructor-notes"></a></h2>
 <hr class="half-width"><p>Special sections that only appear on the instructor view (use the
 button at the top right of the page to toggle).</p>
 <div id="accordionInstructor1" class="accordion instructor-note accordion-flush">
@@ -407,15 +407,15 @@ <h3 class="accordion-header" id="headingInstructor1">
   INSTRUCTOR NOTE (instructor)
   </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Instructor notes are created with the <code>instructor</code> tag</p>
 </div>
 </div>
 </div>
 </div>
-</section><section id="callout-blocks"><h2 class="section-heading">Callout Blocks<a class="anchor" aria-label="anchor" href="#callout-blocks"></a>
-</h2>
+</section><section><h2 class="section-heading" id="callout-blocks">Callout Blocks<a class="anchor" aria-label="anchor" href="#callout-blocks"></a>
+<a class="anchor" aria-label="anchor" href="#callout-blocks"></a></h2>
 <hr class="half-width"><p>Sections to pause the narrative flow of an episode for learners to
 reflect.</p>
 <div id="callout-callout" class="callout">
@@ -480,7 +480,7 @@ <h4 class="accordion-header" id="headingHint1">
   HINT (hint)
   </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
 <div class="accordion-body">
 <p>HINT accordions are created with the <code>hint</code> tag and nested
 within <code>challenge</code> callouts. These offer more context for the
@@ -496,7 +496,7 @@ <h4 class="accordion-header" id="headingSolution1">
   SOLUTION (solution)
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>SOLUTION accordions are created with the <code>solution</code> tag
 and nested within <code>challenge</code> callouts. These provide the
@@ -541,7 +541,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   SPOILER (spoiler)
   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>SPOILER callouts are created with the <code>spoiler</code> tag and
 are a way to provide additional details/content that can be expanded and
@@ -571,13 +571,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
 <p>Some Windows instructions</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
+<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
 <p>Maybe some for Mac</p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
+<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
 <p>And more for Linux users, including a code block:</p>
 <div class="codewrapper sourceCode" id="cb1">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -611,13 +611,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-Windows">
+<div id="nav-tabpanel-1-Windows" class="tab-pane show active" aria-labelledby="nav-tab-1-Windows" role="tabpanel">
 <p>1</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
 <p>2</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
 <p>3</p>
 </div>
 </div>
@@ -641,13 +641,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-Windows">
+<div id="nav-tabpanel-2-Windows" class="tab-pane show active" aria-labelledby="nav-tab-2-Windows" role="tabpanel">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
 <p>6</p>
 </div>
 </div>
@@ -676,18 +676,18 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/component-guide.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -712,7 +712,7 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/component-guide.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/deployment.html b/instructor/deployment.html
index cecd5c1a..f90322fb 100644
--- a/instructor/deployment.html
+++ b/instructor/deployment.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -249,14 +249,14 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#building-a-lesson">Building A Lesson</a></li>
 <li><a href="#deploying-on-github">Deploying On GitHub</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -265,7 +265,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -274,7 +274,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -306,10 +306,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -330,20 +330,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: EXAMPLE: Using
         </a>
         <a class="chapter-link float-end" href="../instructor/update.html" rel="next">
-          Next: Maintaining a... 
+          Next: Maintaining a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Lesson Deployment</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/deployment.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 5 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -373,8 +373,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="building-a-lesson"><h2 class="section-heading">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
-</h2>
+<section><h2 class="section-heading" id="building-a-lesson">Building A Lesson<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#building-a-lesson"></a></h2>
 <hr class="half-width"><p>Static site generators all know one thing: how to translate markdown
 to an HTML website. The Carpentries Lesson Infrastructure is no
 different in that it will generate an HTML website from markdown files
@@ -439,8 +439,8 @@ <h3 class="callout-title">Did you know?<a class="anchor" aria-label="anchor" hre
 </div>
 </div>
 </div>
-</section><section id="deploying-on-github"><h2 class="section-heading">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
-</h2>
+</section><section><h2 class="section-heading" id="deploying-on-github">Deploying On GitHub<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a>
+<a class="anchor" aria-label="anchor" href="#deploying-on-github"></a></h2>
 <hr class="half-width"><p>For historical reasons, GitHub used the Jekyll static site generator
 to deploy their documentation websites, but because we no longer use
 Jekyll, we we deploy our sites in a different manner.</p>
@@ -489,7 +489,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: EXAMPLE: Using
         </a>
         <a class="chapter-link float-end" href="../instructor/update.html" rel="next">
-          Next: Maintaining a... 
+          Next: Maintaining a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -500,18 +500,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/deployment.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -536,7 +536,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/deployment.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/editing.html b/instructor/editing.html
index d619c46b..04795ffe 100644
--- a/instructor/editing.html
+++ b/instructor/editing.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -231,7 +231,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#create-from-github">Fork and Clone a Lesson</a></li>
@@ -246,7 +246,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#making-your-lesson-citable">Making your lesson citable</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -255,7 +255,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -264,7 +264,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -273,7 +273,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -282,7 +282,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -314,10 +314,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -338,20 +338,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Episode Structure
         </a>
         <a class="chapter-link float-end" href="../instructor/example.html" rel="next">
-          Next: EXAMPLE: Using... 
+          Next: EXAMPLE: Using...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Editing a {sandpaper} lesson</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/editing.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 5 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -389,8 +389,8 @@ <h3 class="card-title">Objectives</h3>
 believe it’s beneficial to experience editing a fully functional lesson,
 so you will edit THIS lesson. The first step is to fork and clone it
 from GitHub:</p>
-<section id="create-from-github"><h2 class="section-heading">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
-</h2>
+<section><h2 class="section-heading" id="create-from-github">Fork and Clone a Lesson<a class="anchor" aria-label="anchor" href="#create-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#create-from-github"></a></h2>
 <hr class="half-width"><p>If you are familiar with the process of forking and cloning, then you
 may fork and clone as you normally do. If you would like a reminder,
 here are the steps:</p>
@@ -469,8 +469,8 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="folder-structure"><h2 class="section-heading">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
-</h2>
+</section><section><h2 class="section-heading" id="folder-structure">Folder Structure<a class="anchor" aria-label="anchor" href="#folder-structure"></a>
+<a class="anchor" aria-label="anchor" href="#folder-structure"></a></h2>
 <hr class="half-width"><div id="this-may-change" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
@@ -512,9 +512,9 @@ <h3 class="callout-title">
 <p>All source files in {sandpaper} are written in <a href="https://pandoc.org/" class="external-link">pandoc</a>-flavored markdown and all require
 yaml header called <code>title</code>. Beyond that, you can put anything
 in these markdown files.</p>
-</section><section id="config.yaml"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="config-yaml">
 <code>config.yaml</code><a class="anchor" aria-label="anchor" href="#config.yaml"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#config-yaml"></a></h2>
 <hr class="half-width"><p>This configuration file contains global information about the lesson.
 It is purposefully designed to only include information that is editable
 and relevant to the lesson itself and can be divided into two sections:
@@ -616,9 +616,9 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="episodes"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="episodes">
 <code>episodes/</code><a class="anchor" aria-label="anchor" href="#episodes"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#episodes"></a></h2>
 <hr class="half-width"><p>This is the folder where all the action is. It contains all of the
 episodes, figures, and data files needed for the lesson. By default, it
 will contain an episode called introduction.Rmd. You can edit this file
@@ -694,15 +694,15 @@ <h3 class="callout-title">Should I use R Markdown or Markdown Episodes?<a class=
 </tr></tbody></table></div>
 </div>
 </div>
-</section><section id="instructors"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="instructors">
 <code>instructors/</code><a class="anchor" aria-label="anchor" href="#instructors"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#instructors"></a></h2>
 <hr class="half-width"><p>This folder contains information used for instructors only. Downloads
 of code outlines, aggregated figures, and slides would live in this
 folder.</p>
-</section><section id="learners"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="learners">
 <code>learners/</code><a class="anchor" aria-label="anchor" href="#learners"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#learners"></a></h2>
 <hr class="half-width"><p>All the extras the learner would need, mostly a setup guide and
 glossary live here.</p>
 <p>The glossary page is populated from the <code>reference.md</code>
@@ -722,24 +722,24 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <dd>
 definition
 </dd>
-</dl></section><section id="profiles"><h2 class="section-heading">
+</dl></section><section><h2 class="section-heading" id="profiles">
 <code>profiles/</code><a class="anchor" aria-label="anchor" href="#profiles"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#profiles"></a></h2>
 <hr class="half-width"><p>Learner profiles would live in this folder and target learners,
 instructors, and maintainers alike to give a focus on the lesson.</p>
-</section><section id="index.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="index-md">
 <code>index.md</code><a class="anchor" aria-label="anchor" href="#index.md"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#index-md"></a></h2>
 <hr class="half-width"><p>This is the landing page for the lesson. The schedule is appended at
 the bottom of this page and this will be the first page that anyone
 sees.</p>
-</section><section id="readme.md"><h2 class="section-heading">
+</section><section><h2 class="section-heading" id="readme-md">
 <code>README.md</code><a class="anchor" aria-label="anchor" href="#readme.md"></a>
-</h2>
+<a class="anchor" aria-label="anchor" href="#readme-md"></a></h2>
 <hr class="half-width"><p>This page gives information to maintainers about what to expect
 inside of th repository and how to contribute.</p>
-</section><section id="making-your-lesson-citable"><h2 class="section-heading">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
-</h2>
+</section><section><h2 class="section-heading" id="making-your-lesson-citable">Making your lesson citable<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a>
+<a class="anchor" aria-label="anchor" href="#making-your-lesson-citable"></a></h2>
 <hr class="half-width"><p>You can add information about how people should cite your lesson by
 adding a citation file to your lesson repository. If the root folder of
 your lesson project includes a file called <code>CITATION</code> or
@@ -895,7 +895,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Episode Structure
         </a>
         <a class="chapter-link float-end" href="../instructor/example.html" rel="next">
-          Next: EXAMPLE: Using... 
+          Next: EXAMPLE: Using...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -906,18 +906,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/editing.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -942,7 +942,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/editing.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/episodes.html b/instructor/episodes.html
index 2f693a84..4d4c2e64 100644
--- a/instructor/episodes.html
+++ b/instructor/episodes.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -222,7 +222,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#math">Math</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -257,7 +257,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -266,7 +266,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -284,7 +284,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -316,10 +316,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -340,20 +340,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Introduction to The
         </a>
         <a class="chapter-link float-end" href="../instructor/editing.html" rel="next">
-          Next: Editing a... 
+          Next: Editing a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Episode Structure</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/episodes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 17 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -391,8 +391,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>An episode<a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a> is an individual unit of a lesson that
 focuses on a single topic with clear questions, objectives, and key
 points. If a lesson goal is to teach you about using git, an individual
@@ -428,8 +428,8 @@ <h3 class="callout-title">Buoyant Barnacle<a class="anchor" aria-label="anchor"
 <li>Writing <a href="https://pandoc.org/MANUAL#divs-and-spans" class="external-link">Fenced
 div elements</a> to create callouts and exercise blocks</li>
 <li>Writing simple yaml lists</li>
-</ol></section><section id="creating-a-new-episode"><h2 class="section-heading">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
-</h2>
+</ol></section><section><h2 class="section-heading" id="creating-a-new-episode">Creating A New Episode<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a>
+<a class="anchor" aria-label="anchor" href="#creating-a-new-episode"></a></h2>
 <hr class="half-width"><p>To create a new episode, you should open your lesson
 (<code>buoyant-barnacle</code>) in your RStudio or your favorite text
 editor and in the R console type:</p>
@@ -498,8 +498,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="required-elements"><h2 class="section-heading">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
-</h2>
+</section><section><h2 class="section-heading" id="required-elements">Required Elements<a class="anchor" aria-label="anchor" href="#required-elements"></a>
+<a class="anchor" aria-label="anchor" href="#required-elements"></a></h2>
 <hr class="half-width"><p>To keep with our active learning principles, we want to be mindful
 about the content we present to the learners. We need to give them a
 clear title, questions and objectives, and an estimate of how long it
@@ -584,8 +584,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb8-22"><a href="#cb8-22" tabindex="-1"></a>::::::</span></code></pre>
 </div>
 </div>
-</section><section id="optional-elements"><h2 class="section-heading">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
-</h2>
+</section><section><h2 class="section-heading" id="optional-elements">Optional Elements<a class="anchor" aria-label="anchor" href="#optional-elements"></a>
+<a class="anchor" aria-label="anchor" href="#optional-elements"></a></h2>
 <hr class="half-width"><p>Lessons do not have to contain the following structural elements, but
 they can be useful for highlighting particular content.</p>
 <div class="section level3">
@@ -743,13 +743,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
 <p>Some Windows instructions</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
+<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
 <p>Maybe some for Mac</p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
+<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
 <p>And more for Linux users, including a code block:</p>
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -822,13 +822,13 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-Windows" class="tab-pane show active" aria-labelledby="nav-tab-1-Windows" role="tabpanel">
+<div id="nav-tabpanel-1-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-Windows">
 <p>1</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
 <p>2</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
 <p>3</p>
 </div>
 </div>
@@ -852,13 +852,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-Windows" class="tab-pane show active" aria-labelledby="nav-tab-2-Windows" role="tabpanel">
+<div id="nav-tabpanel-2-Windows" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-Windows">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
 <p>6</p>
 </div>
 </div>
@@ -866,8 +866,8 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 <p>(Thanks to <a href="https://github.com/astroDimitrios" class="external-link"><span class="citation">@astroDimitrios</span></a> for this great feature!)</p>
 </div>
 </div>
-</section><section id="instructor-notes"><h2 class="section-heading">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
-</h2>
+</section><section><h2 class="section-heading" id="instructor-notes">Instructor Notes<a class="anchor" aria-label="anchor" href="#instructor-notes"></a>
+<a class="anchor" aria-label="anchor" href="#instructor-notes"></a></h2>
 <hr class="half-width"><p>The Carpentries Workbench supports separate instructor/learner views,
 which allows for instructor notes to be incorporated into the lesson.
 The default view of a lesson is the learner view, but you can switch to
@@ -943,8 +943,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 </div>
 </div>
 </div>
-</section><section id="exerciseschallenges"><h2 class="section-heading">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
-</h2>
+</section><section><h2 class="section-heading" id="exerciseschallenges">Exercises/Challenges<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a>
+<a class="anchor" aria-label="anchor" href="#exerciseschallenges"></a></h2>
 <hr class="half-width"><p>The method of creating callout blocks with fences can help us create
 solution blocks nested within challenge blocks. Much like a <a href="https://en.wikipedia.org/wiki/Toast_sandwich" class="external-link">toast sandwich</a>,
 we can layer blocks inside blocks by adding more layers. For example,
@@ -1102,8 +1102,8 @@ <h3 class="callout-title">Use Spoilers Instead of Floating Solution Blocks<a cla
 </div>
 </div>
 </div>
-</section><section id="expandable-spoiler-blocks"><h2 class="section-heading">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
-</h2>
+</section><section><h2 class="section-heading" id="expandable-spoiler-blocks">Expandable “Spoiler” Blocks<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a>
+<a class="anchor" aria-label="anchor" href="#expandable-spoiler-blocks"></a></h2>
 <hr class="half-width"><p>It can be helpful to provide “accordion” blocks of content that can
 be expanded and collapsed with a mouse click in some circumstances e.g.
 to provide detailed instructions for different operating systems, which
@@ -1142,8 +1142,8 @@ <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i
 </div>
 </div>
 </div>
-</section><section id="code-blocks-with-syntax-highlighting"><h2 class="section-heading">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
-</h2>
+</section><section><h2 class="section-heading" id="code-blocks-with-syntax-highlighting">Code Blocks with Syntax Highlighting<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a>
+<a class="anchor" aria-label="anchor" href="#code-blocks-with-syntax-highlighting"></a></h2>
 <hr class="half-width"><p>To include code examples in your lesson, you can wrap it in three
 backticks like so:</p>
 <p>Input:</p>
@@ -1209,8 +1209,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <a href="https://github.com/jgm/skylighting/tree/master/skylighting-core/xml" class="external-link">full
 list of supported languages is here, each language being a separate XML
 file definition</a>.</p>
-</section><section id="tables"><h2 class="section-heading">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
-</h2>
+</section><section><h2 class="section-heading" id="tables">Tables<a class="anchor" aria-label="anchor" href="#tables"></a>
+<a class="anchor" aria-label="anchor" href="#tables"></a></h2>
 <hr class="half-width"><p>Tables in The Workbench follow the rules for <a href="https://pandoc.org/MANUAL.html#extension-pipe_tables" class="external-link">pandoc pipe
 table syntax</a>, which is the most portable form of tables.</p>
 <p>Because we use pandoc for rendering, tables also have the following
@@ -1470,8 +1470,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <td align="left">a round purple fruit with complex swirls along its
 skin. It is said to taste terrible and give you mysterious powers</td>
 </tr></tbody></table></div>
-</section><section id="links"><h2 class="section-heading">Links<a class="anchor" aria-label="anchor" href="#links"></a>
-</h2>
+</section><section><h2 class="section-heading" id="links">Links<a class="anchor" aria-label="anchor" href="#links"></a>
+<a class="anchor" aria-label="anchor" href="#links"></a></h2>
 <hr class="half-width"><p>To include links to outside resources in your lesson, you write them
 with <a href="https://www.markdownguide.org/basic-syntax" class="external-link">standard
 markdown syntax</a>:
@@ -1591,8 +1591,8 @@ <h5 id="incorrect-solutions">incorrect solutions<a class="anchor" aria-label="an
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
-</h2>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a></h2>
 <hr class="half-width"><p>To include figures, place them in the <code>episodes/fig</code>
 folder and reference them directly like so using standard markdown
 format, with one twist: add an <code>alt</code> attribute at the end to
@@ -1677,8 +1677,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 </div>
 <figure style="text-align: center"><img src="../fig/episodes-rendered-pyramid-1.png" alt="pie chart illusion of a pyramid" class="figure mx-auto d-block"><figcaption>
 Sun arise each and every morning
-</figcaption></figure></section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
-</h2>
+</figcaption></figure></section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a></h2>
 <hr class="half-width"><p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
 create dynamic reports with {knitr}, so we now use mathjax to describe
 this:</p>
@@ -1729,7 +1729,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Introduction to The
         </a>
         <a class="chapter-link float-end" href="../instructor/editing.html" rel="next">
-          Next: Editing a... 
+          Next: Editing a...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -1740,18 +1740,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/episodes.Rmd" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -1776,7 +1776,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/episodes.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/example.html b/instructor/example.html
index 098d28e0..982b9160 100644
--- a/instructor/example.html
+++ b/instructor/example.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -240,7 +240,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#math">Math</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -257,7 +257,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -266,7 +266,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -307,10 +307,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -331,20 +331,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Editing a
         </a>
         <a class="chapter-link float-end" href="../instructor/deployment.html" rel="next">
-          Next: Lesson Deployment... 
+          Next: Lesson Deployment...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>EXAMPLE: Using RMarkdown</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/example.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 7 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -375,8 +375,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>This is a lesson created via The Carpentries Workbench. It is written
 in <a href="https://pandoc.org/" class="external-link">Pandoc-flavored Markdown</a> for static
 files and <a href="https://rmarkdown.rstudio.com/" class="external-link">R Markdown</a> for
@@ -398,7 +398,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Inline instructor notes can help inform instructors of timing
 challenges associated with the lessons. They appear in the “Instructor
@@ -456,7 +456,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Output </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -484,7 +484,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within challeng
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -493,8 +493,8 @@ <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </div>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
-</h2>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a></h2>
 <hr class="half-width"><p>You can also include figures generated from R Markdown:</p>
 <div class="codewrapper sourceCode" id="cb6">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -547,8 +547,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="math"><h2 class="section-heading">Math<a class="anchor" aria-label="anchor" href="#math"></a>
-</h2>
+</section><section><h2 class="section-heading" id="math">Math<a class="anchor" aria-label="anchor" href="#math"></a>
+<a class="anchor" aria-label="anchor" href="#math"></a></h2>
 <hr class="half-width"><p>One of our episodes contains <span class="math inline">\(\LaTeX\)</span> equations when describing how to
 create dynamic reports with {knitr}, so we now use mathjax to describe
 this:</p>
@@ -585,7 +585,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Editing a
         </a>
         <a class="chapter-link float-end" href="../instructor/deployment.html" rel="next">
-          Next: Lesson Deployment... 
+          Next: Lesson Deployment...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -596,18 +596,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/example.Rmd" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -632,7 +632,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/example.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/github-pat.html b/instructor/github-pat.html
index 259b0a2f..0659c5e2 100644
--- a/instructor/github-pat.html
+++ b/instructor/github-pat.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,21 +325,21 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setting Up a Personal Access Token via R</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/github-pat.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
 
         
 
-<section id="i-use-ssh-why-should-i-use-https"><h2 class="section-heading">I use SSH, Why should I use HTTPS?<a class="anchor" aria-label="anchor" href="#i-use-ssh-why-should-i-use-https"></a>
-</h2>
+<section><h2 class="section-heading" id="i-use-ssh-why-should-i-use-https">I use SSH, Why should I use HTTPS?<a class="anchor" aria-label="anchor" href="#i-use-ssh-why-should-i-use-https"></a>
+<a class="anchor" aria-label="anchor" href="#i-use-ssh-why-should-i-use-https"></a></h2>
 <hr class="half-width"><p>GitHub has announced that <a href="https://github.blog/2020-12-15-token-authentication-requirements-for-git-operations/" class="external-link">passwords
 will no longer be used for authentication from the command line starting
 in August 2021</a>. While you may or may not be comfortable with SSH,
@@ -358,8 +358,8 @@ <h1>Setting Up a Personal Access Token via R</h1>
 <li>You can connect to the GitHub API with a higher rate limit, which
 means that you can auto-create remote repositories and analyze GitHub
 data without a web browser.</li>
-</ol></section><section id="verifying-your-git-situation"><h2 class="section-heading">Verifying Your Git Situation<a class="anchor" aria-label="anchor" href="#verifying-your-git-situation"></a>
-</h2>
+</ol></section><section><h2 class="section-heading" id="verifying-your-git-situation">Verifying Your Git Situation<a class="anchor" aria-label="anchor" href="#verifying-your-git-situation"></a>
+<a class="anchor" aria-label="anchor" href="#verifying-your-git-situation"></a></h2>
 <hr class="half-width"><p>To confirm that your Git session is correctly configured, open
 RStudio, and run the following line to check if your HTTPS credentials
 are set up properly:</p>
@@ -395,8 +395,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <p>If your output looks like this, then you are properly set up and you
 are good to go! If not, read on!</p>
 </div>
-</section><section id="creating-a-new-github-personal-access-token"><h2 class="section-heading">Creating a New GitHub Personal Access Token<a class="anchor" aria-label="anchor" href="#creating-a-new-github-personal-access-token"></a>
-</h2>
+</section><section><h2 class="section-heading" id="creating-a-new-github-personal-access-token">Creating a New GitHub Personal Access Token<a class="anchor" aria-label="anchor" href="#creating-a-new-github-personal-access-token"></a>
+<a class="anchor" aria-label="anchor" href="#creating-a-new-github-personal-access-token"></a></h2>
 <hr class="half-width"><p>If you see errors associated with your GitHub token (see below,
 e.g. ‘Token is invalid’ or ‘Can’t retrieve registered email
 address(es)’), then you should create a new one. Dr. Jenny Bryan wrote
@@ -526,18 +526,18 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/github-pat.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -562,7 +562,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/github-pat.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index d73a9d35..205ad39b 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -217,7 +217,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Schedule</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -251,7 +251,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -263,7 +263,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -287,7 +287,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -299,7 +299,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -311,7 +311,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -323,7 +323,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -366,11 +366,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -512,18 +512,18 @@ <h3 id="pull-request-figure-9">Figure 9</h3>
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -548,8 +548,8 @@ <h3 id="pull-request-figure-9">Figure 9</h3>
   "url": "https://carpentries.github.io/sandpaper-docs/instructor/images.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/images.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index f72d7023..9426194d 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -203,7 +203,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -212,7 +212,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -221,7 +221,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -230,7 +230,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -248,7 +248,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -257,7 +257,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -266,7 +266,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -298,10 +298,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -453,8 +453,8 @@ <h3 class="callout-title">
 </tr></tbody></table><p>
       The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.
       </p>
-      </section><section id="setup"><section id="overview"><h2 class="section-heading">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
-</h2>
+      </section><section id="setup"><section><h2 class="section-heading" id="overview">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
+<a class="anchor" aria-label="anchor" href="#overview"></a></h2>
 <hr class="half-width"><p>The lesson infrastructure is built on Git, <a href="https://cran.rstudio.org/" class="external-link">The R language</a>, and <a href="https://pandoc.org/" class="external-link">pandoc</a>. It consists of four
 components:</p>
 <ol style="list-style-type: decimal"><li>The source content (plain markdown or RMarkdown files organized into
@@ -532,8 +532,8 @@ <h3 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
 secruity of your computer</a>.</p>
 <p>Jump to the installation instructions for your system: <a href="#windows">Windows</a>, <a href="#mac">MacOS</a>, or <a href="#linux">Linux</a></p>
 </div>
-</section><section id="windows"><h2 class="section-heading">Installing on Windows<a class="anchor" aria-label="anchor" href="#windows"></a>
-</h2>
+</section><section><h2 class="section-heading" id="windows">Installing on Windows<a class="anchor" aria-label="anchor" href="#windows"></a>
+<a class="anchor" aria-label="anchor" href="#windows"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="git">Git<a class="anchor" aria-label="anchor" href="#git"></a></h3>
 <p>We recommend installing git via the Git for Windows installer at <a href="https://gitforwindows.org/" class="external-link uri">https://gitforwindows.org/</a>. The installer is going to
@@ -657,8 +657,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="fu">install.packages</span><span class="op">(</span><span class="fu">c</span><span class="op">(</span><span class="st">"sandpaper"</span>, <span class="st">"varnish"</span>, <span class="st">"pegboard"</span>, <span class="st">"tinkr"</span><span class="op">)</span><span class="op">)</span></span></code></pre>
 </div>
 </div>
-</section><section id="mac"><h2 class="section-heading">Installing on MacOS<a class="anchor" aria-label="anchor" href="#mac"></a>
-</h2>
+</section><section><h2 class="section-heading" id="mac">Installing on MacOS<a class="anchor" aria-label="anchor" href="#mac"></a>
+<a class="anchor" aria-label="anchor" href="#mac"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="git-1">Git<a class="anchor" aria-label="anchor" href="#git-1"></a></h3>
 <p>You should have git pre-installed on your macOS, but it is likely
@@ -789,8 +789,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="fu">install.packages</span><span class="op">(</span><span class="fu">c</span><span class="op">(</span><span class="st">"sandpaper"</span>, <span class="st">"varnish"</span>, <span class="st">"pegboard"</span>, <span class="st">"tinkr"</span><span class="op">)</span><span class="op">)</span></span></code></pre>
 </div>
 </div>
-</section><section id="linux"><h2 class="section-heading">Installing on Linux<a class="anchor" aria-label="anchor" href="#linux"></a>
-</h2>
+</section><section><h2 class="section-heading" id="linux">Installing on Linux<a class="anchor" aria-label="anchor" href="#linux"></a>
+<a class="anchor" aria-label="anchor" href="#linux"></a></h2>
 <hr class="half-width"><p>A lot of the documentation for Linux is nuanced because it assumes
 that if you use Linux, then you automatically know how to install things
 by the command line. I will be providing instructions as best I can for
@@ -1017,7 +1017,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Add this to ~/.Rprofile
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb23">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1085,8 +1085,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="install-test"><h2 class="section-heading">Test your installation<a class="anchor" aria-label="anchor" href="#install-test"></a>
-</h2>
+</section><section><h2 class="section-heading" id="install-test">Test your installation<a class="anchor" aria-label="anchor" href="#install-test"></a>
+<a class="anchor" aria-label="anchor" href="#install-test"></a></h2>
 <hr class="half-width"><p>Now that you have installed the lesson components, it is a good idea
 to run a small test to verify that these components work together. To
 test your installation <strong>open RStudio</strong> (or launch R if you
@@ -1139,8 +1139,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 <p>If the installation did not work, please <a href="https://github.com/carpentries/sandpaper-docs/issues/new" class="external-link">raise an
 issue on GitHub</a> and I can help troubleshoot.</p>
-</section><section id="installation-faq"><h2 class="section-heading">Installation FAQ<a class="anchor" aria-label="anchor" href="#installation-faq"></a>
-</h2>
+</section><section><h2 class="section-heading" id="installation-faq">Installation FAQ<a class="anchor" aria-label="anchor" href="#installation-faq"></a>
+<a class="anchor" aria-label="anchor" href="#installation-faq"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="why-does-it-take-5-lines-of-code-to-install-the-infrastructure">Why does it take 5 lines of code to install the infrastructure?<a class="anchor" aria-label="anchor" href="#why-does-it-take-5-lines-of-code-to-install-the-infrastructure"></a></h3>
 <p>In the future, this will be ONE line of code!</p>
@@ -1172,8 +1172,8 @@ <h3 id="what-is-an-r-library">What is an R Library?<a class="anchor" aria-label=
 not writeable and asks if you would like to use a personal library
 instead. In this case, select “yes”.</p>
 </div>
-</section><section id="using-the-lesson-engine"><h2 class="section-heading">Using the lesson engine<a class="anchor" aria-label="anchor" href="#using-the-lesson-engine"></a>
-</h2>
+</section><section><h2 class="section-heading" id="using-the-lesson-engine">Using the lesson engine<a class="anchor" aria-label="anchor" href="#using-the-lesson-engine"></a>
+<a class="anchor" aria-label="anchor" href="#using-the-lesson-engine"></a></h2>
 <hr class="half-width"><p>Throughout the lesson, I will ask you to <strong>open R or
 RStudio</strong>. If you are using RStudio, you can open it by
 double-clicking on the RStudio icon in your application launcher; you do
@@ -1218,8 +1218,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section id="connect-to-github"><h2 class="section-heading">Connect to GitHub<a class="anchor" aria-label="anchor" href="#connect-to-github"></a>
-</h2>
+</section><section><h2 class="section-heading" id="connect-to-github">Connect to GitHub<a class="anchor" aria-label="anchor" href="#connect-to-github"></a>
+<a class="anchor" aria-label="anchor" href="#connect-to-github"></a></h2>
 <hr class="half-width"><p>You will need to make sure your git session is connected to GitHub.
 To do so, you will need to use an SSH or HTTPS protocol. If you already
 know how to push and pull from GitHub using the command line, you do not
@@ -1296,18 +1296,18 @@ <h3 class="callout-title">Is GitHub’s Documentation Confusing?<a class="anchor
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/index.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -1331,8 +1331,8 @@ <h3 class="callout-title">Is GitHub’s Documentation Confusing?<a class="anchor
   "url": "https://carpentries.github.io/sandpaper-docs/instructor/index.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/index.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 74c805bb..e506929d 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -217,7 +217,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Schedule</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -251,7 +251,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -263,7 +263,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -287,7 +287,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -299,7 +299,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -311,7 +311,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -323,7 +323,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -366,11 +366,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -441,18 +441,18 @@ <h3 id="example-headingInstructor1">
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -477,8 +477,8 @@ <h3 id="example-headingInstructor1">
   "url": "https://carpentries.github.io/sandpaper-docs/instructor/instructor-notes.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/instructor-notes.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 475e582b..7d3c30b2 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -213,7 +213,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#super-quickstart-copy-a-template-from-github">Super Quickstart: Copy A Template from GitHub</a></li>
@@ -223,7 +223,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#tools">Tools</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -232,7 +232,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -241,7 +241,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -250,7 +250,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -259,7 +259,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -268,7 +268,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -277,7 +277,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -309,10 +309,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -333,20 +333,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Home
         </a>
         <a class="chapter-link float-end" href="../instructor/episodes.html" rel="next">
-          Next: Episode Structure... 
+          Next: Episode Structure...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction to The Carpentries Workbench</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -399,8 +399,8 @@ <h3 class="callout-title">Takeaway message<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </div>
-<section id="super-quickstart-copy-a-template-from-github"><h2 class="section-heading">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
-</h2>
+<section><h2 class="section-heading" id="super-quickstart-copy-a-template-from-github">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a></h2>
 <hr class="half-width"><p>The absolute quickest way to get started with The Carpentries
 Workbench is to create a GitHub repository with one of the two available
 templates, depending on your preference:</p>
@@ -447,8 +447,8 @@ <h3 id="step-3-customise-your-site">Step 3: Customise your site<a class="anchor"
 inside the lesson folder, and <a href="#preview">preview your new
 lesson</a></p>
 </div>
-</section><section id="quickstart-create-a-new-lesson"><h2 class="section-heading">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
-</h2>
+</section><section><h2 class="section-heading" id="quickstart-create-a-new-lesson">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a></h2>
 <hr class="half-width"><div id="create-a-lesson-locally" class="callout discussion">
 <div class="callout-square">
 <i class="callout-icon" data-feather="message-circle"></i>
@@ -502,8 +502,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="preview"><h2 class="section-heading">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
-</h2>
+</section><section><h2 class="section-heading" id="preview">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
+<a class="anchor" aria-label="anchor" href="#preview"></a></h2>
 <hr class="half-width"><p>After you created your lesson, you will want to preview it locally.
 First, make sure that you are in your newly-created repository and then
 use the following command:</p>
@@ -590,8 +590,8 @@ <h3 class="code-label">YAML<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section id="push-to-github"><h2 class="section-heading">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
-</h2>
+</section><section><h2 class="section-heading" id="push-to-github">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
+<a class="anchor" aria-label="anchor" href="#push-to-github"></a></h2>
 <hr class="half-width"><p>The lesson you just created lives local on your computer, but still
 needs to go to GitHub. At this point, we assume that you have
 successfully <a href="index.html#connect-to-github-1">linked your
@@ -683,8 +683,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="tools"><h2 class="section-heading">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
-</h2>
+</section><section><h2 class="section-heading" id="tools">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
+<a class="anchor" aria-label="anchor" href="#tools"></a></h2>
 <hr class="half-width"><p>As described in <a href="index.html#setup">the setup document</a>, The
 Carpentries Workbench only requires R and <a href="https://pandoc.org/" class="external-link">pandoc</a> to be installed. The tooling from
 the styles lesson template has been split up into three R packages:</p>
@@ -725,7 +725,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Home
         </a>
         <a class="chapter-link float-end" href="../instructor/episodes.html" rel="next">
-          Next: Episode Structure... 
+          Next: Episode Structure...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -736,18 +736,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/introduction.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -772,7 +772,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/introduction.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 33c3e3cc..3d6fed88 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -217,7 +217,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -239,7 +239,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Schedule</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -251,7 +251,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -263,7 +263,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -275,7 +275,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -287,7 +287,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -299,7 +299,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -311,7 +311,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -323,7 +323,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -366,11 +366,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -479,18 +479,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -515,8 +515,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries.github.io/sandpaper-docs/instructor/key-points.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/key-points.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/migrating-from-styles.html b/instructor/migrating-from-styles.html
index fb65d2fe..98bcbd18 100644
--- a/instructor/migrating-from-styles.html
+++ b/instructor/migrating-from-styles.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,13 +325,13 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Migrating lessons from the previous infrastructure</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/migrating-from-styles.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -392,8 +392,8 @@ <h2 id="prerequisites">Prerequisites<a class="anchor" aria-label="anchor" href="
 repository. The fork only needs to contain a copy of the default branch
 of your lesson (usually <code>gh-pages</code>).</li>
 </ol></div>
-<hr><section id="transition-workflow"><h2 class="section-heading">Transition Workflow<a class="anchor" aria-label="anchor" href="#transition-workflow"></a>
-</h2>
+<hr><section><h2 class="section-heading" id="transition-workflow">Transition Workflow<a class="anchor" aria-label="anchor" href="#transition-workflow"></a>
+<a class="anchor" aria-label="anchor" href="#transition-workflow"></a></h2>
 <hr class="half-width"><ol style="list-style-type: decimal"><li><a href="#workflow-setup">Set up the transition tools</a></li>
 <li><a href="#Rscript">Create an Rscript for your lesson</a></li>
 <li><a href="#transition">Run the transition tool</a></li>
@@ -798,18 +798,18 @@ <h3 id="post-transition">5. Post-transition steps<a class="anchor" aria-label="a
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/migrating-from-styles.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -834,7 +834,7 @@ <h3 id="post-transition">5. Post-transition steps<a class="anchor" aria-label="a
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/migrating-from-styles.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 866c2c8a..fb310822 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -315,8 +315,8 @@ <h1>Learner Profiles</h1>
 motivations for maintaining lessons. This page will catalog some
 maintainer profiles so that we can identify how we can make the template
 easy to use for them.</p>
-<section id="general-maintainers"><h2 class="section-heading">General Maintainers<a class="anchor" aria-label="anchor" href="#general-maintainers"></a>
-</h2>
+<section><h2 class="section-heading" id="general-maintainers">General Maintainers<a class="anchor" aria-label="anchor" href="#general-maintainers"></a>
+<a class="anchor" aria-label="anchor" href="#general-maintainers"></a></h2>
 <hr class="half-width"><dl><dt>Tamar Teosinte — Pythonista, Machine Learning, Maize Genetics</dt>
 <dd>
 Tamar is a graduate student maize geneticist who has developed a machine
@@ -330,8 +330,8 @@ <h1>Learner Profiles</h1>
 course, but has not used it since. She uses the VSCode IDE and Anaconda
 Python for her work.
 </dd>
-</dl></section><section id="r-maintainers"><h2 class="section-heading">R Maintainers<a class="anchor" aria-label="anchor" href="#r-maintainers"></a>
-</h2>
+</dl></section><section><h2 class="section-heading" id="r-maintainers">R Maintainers<a class="anchor" aria-label="anchor" href="#r-maintainers"></a>
+<a class="anchor" aria-label="anchor" href="#r-maintainers"></a></h2>
 <hr class="half-width"><div id="fill-me-with-wonderful-stories" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
@@ -344,8 +344,8 @@ <h3 class="callout-title">FILL ME WITH WONDERFUL STORIES!<a class="anchor" aria-
 </div>
 </div>
 </div>
-</section><section id="incubator-maintainers"><h2 class="section-heading">Incubator Maintainers<a class="anchor" aria-label="anchor" href="#incubator-maintainers"></a>
-</h2>
+</section><section><h2 class="section-heading" id="incubator-maintainers">Incubator Maintainers<a class="anchor" aria-label="anchor" href="#incubator-maintainers"></a>
+<a class="anchor" aria-label="anchor" href="#incubator-maintainers"></a></h2>
 <hr class="half-width"><div id="fill-me-with-wonderful-stories-1" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
@@ -384,18 +384,18 @@ <h3 class="callout-title">Under Construction<a class="anchor" aria-label="anchor
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -419,8 +419,8 @@ <h3 class="callout-title">Under Construction<a class="anchor" aria-label="anchor
   "url": "https://carpentries.github.io/sandpaper-docs/instructor/profiles.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/profiles.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/pull-request.html b/instructor/pull-request.html
index 41cb5f55..bbe623e6 100644
--- a/instructor/pull-request.html
+++ b/instructor/pull-request.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -267,7 +267,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -276,7 +276,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#being-vigilant">Being Vigilant</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -308,10 +308,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -339,13 +339,13 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Auditing Pull Requests</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/pull-request.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 5 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -378,8 +378,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>One of the biggest benefits of working on a Carpentries Lesson is
 that it gives maintainers and contributors practice collaboratively
 working on GitHub and practicing common software engineering practices,
@@ -390,13 +390,13 @@ <h3 class="card-title">Objectives</h3>
 <li>Generated content is rendered to markdown and placed in a temporary
 branch for visual inspection.</li>
 <li>Pull requests are checked for malicious attacks.</li>
-</ol></section><section id="reviewing-a-pull-request"><h2 class="section-heading">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
-</h2>
+</ol></section><section><h2 class="section-heading" id="reviewing-a-pull-request">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
+<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a></h2>
 <hr class="half-width"><p>When you recieve a pull request, a check will first validate that the
 lesson can be built and then, if the lesson can be built, it will
 generate output and leave <a href="https://github.com/carpentries/sandpaper-docs/pull/60#issuecomment-923204714" class="external-link">a
 comment that provides information about the rendered output</a>:</p>
-<!-- NOTE: 
+<!-- NOTE:
 To generate this screenshot, use the webshot2 package:
 
 library(webshot2)
@@ -465,8 +465,8 @@ <h3 class="callout-title">Risk Management<a class="anchor" aria-label="anchor" h
 </figure></div>
 </div>
 </div>
-</section><section id="automated-pull-requests"><h2 class="section-heading">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
-</h2>
+</section><section><h2 class="section-heading" id="automated-pull-requests">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
+<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a></h2>
 <hr class="half-width"><p>There are two situations where you would receive a pull request from
 <a href="https://github.com/znk-machine/" class="external-link">The Carpentries Apprentice
 bot</a></p>
@@ -531,8 +531,8 @@ <h4 id="status-updates">Status Updates<a class="anchor" aria-label="anchor" href
 reveal changes that have been made (if any).</p>
 </div>
 </div>
-</section><section id="being-vigilant"><h2 class="section-heading">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
-</h2>
+</section><section><h2 class="section-heading" id="being-vigilant">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
+<a class="anchor" aria-label="anchor" href="#being-vigilant"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="preventing-malicious-commits">Preventing Malicious Commits<a class="anchor" aria-label="anchor" href="#preventing-malicious-commits"></a></h3>
 <p>The pull request previews are designed to allow you to inspect the
@@ -606,18 +606,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/pull-request.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -642,7 +642,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/pull-request.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 315e0d64..0b80a223 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,20 +325,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Learner Reference</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
 
         
-<section id="glossary"><h2 class="section-heading">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a>
-</h2>
+<section><h2 class="section-heading" id="glossary">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a>
+<a class="anchor" aria-label="anchor" href="#glossary"></a></h2>
 <hr class="half-width"><dl><dt>sandpaper</dt>
 <dd>
 An R package from The Carpentries that is the main user interface for
@@ -379,18 +379,18 @@ <h1>Learner Reference</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/reference.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -415,7 +415,7 @@ <h1>Learner Reference</h1>
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/reference.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/style.html b/instructor/style.html
index dbcd3cc0..dc851c05 100644
--- a/instructor/style.html
+++ b/instructor/style.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,13 +325,13 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Style Guide</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/style.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
-        
-        
+
+
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -349,8 +349,8 @@ <h1>Style Guide</h1>
 </ul></li>
 <li><a href="#figures">Figures</a></li>
 <li><a href="#line-length">Line Length</a></li>
-</ul><section id="fenced-divs"><h2 class="section-heading">Fenced Divs<a class="anchor" aria-label="anchor" href="#fenced-divs"></a>
-</h2>
+</ul><section><h2 class="section-heading" id="fenced-divs">Fenced Divs<a class="anchor" aria-label="anchor" href="#fenced-divs"></a>
+<a class="anchor" aria-label="anchor" href="#fenced-divs"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="fence-length">Fence Length<a class="anchor" aria-label="anchor" href="#fence-length"></a></h3>
 <p>The following recommendations are made to improve legibility and make
@@ -444,8 +444,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb4-14"><a href="#cb4-14" tabindex="-1"></a>::::::::::::::::::::::::::::::::::::::::::::::::::</span></code></pre>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
-</h2>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a></h2>
 <hr class="half-width"><p>We recommend splitting Markdown image elements across multiple lines,
 to enhance readability:</p>
 <div class="codewrapper sourceCode" id="cb5">
@@ -472,8 +472,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 </h3>
 <pre class="sourceCode markdown" tabindex="0"><code class="sourceCode markdown"><span id="cb6-1"><a href="#cb6-1" tabindex="-1"></a>!<span class="co">[</span><span class="ot">The text in these square brackets provides a caption to images in [the Markdown syntax of The Carpentries Workbench](https://carpentries.github.io/sandpaper-docs/example.html#figures).</span><span class="co">](path/to/figure.svg)</span>{alt='Alternative text descriptions are defined here' width='33%'}</span></code></pre>
 </div>
-</section><section id="line-length"><h2 class="section-heading">Line Length<a class="anchor" aria-label="anchor" href="#line-length"></a>
-</h2>
+</section><section><h2 class="section-heading" id="line-length">Line Length<a class="anchor" aria-label="anchor" href="#line-length"></a>
+<a class="anchor" aria-label="anchor" href="#line-length"></a></h2>
 <hr class="half-width"><p>We recommend the use of <a href="https://sembr.org/" class="external-link"><em>Semantic
 Line Breaks</em></a> with a maximum line length of 100 characters. As
 detailed in the Semantic Line Breaks specification,</p>
@@ -504,18 +504,18 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/style.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -540,7 +540,7 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/style.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/instructor/update.html b/instructor/update.html
index 523473a9..e7a687d3 100644
--- a/instructor/update.html
+++ b/instructor/update.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Schedule</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -258,7 +258,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -268,7 +268,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#deployment">Deployment</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -277,7 +277,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -309,10 +309,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="../instructor/aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -333,20 +333,20 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Lesson Deployment
         </a>
         <a class="chapter-link float-end" href="../instructor/pull-request.html" rel="next">
-          Next: Auditing Pull... 
+          Next: Auditing Pull...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Maintaining a Healthy Infrastructure</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/update.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
-        
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -391,11 +391,11 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>The Carpentries Lesson Infrastructure is designed to be cu</p>
-</section><section id="maintainer-tools"><h2 class="section-heading">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
-</h2>
+</section><section><h2 class="section-heading" id="maintainer-tools">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
+<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a></h2>
 <hr class="half-width"><p>This is {sandpaper}! It takes your source files and generates the
 outputs!</p>
 <p>Update in R with:</p>
@@ -405,8 +405,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"sandpaper"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="validator"><h2 class="section-heading">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
-</h2>
+</section><section><h2 class="section-heading" id="validator">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
+<a class="anchor" aria-label="anchor" href="#validator"></a></h2>
 <hr class="half-width"><p>This is {pegboard}! It runs behind the scenes in {sandpaper} to parse
 the source documents and validate things like headings, images, and
 cross-links. It also can extract elements like code and individual
@@ -418,8 +418,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"pegboard"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="styling"><h2 class="section-heading">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
-</h2>
+</section><section><h2 class="section-heading" id="styling">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
+<a class="anchor" aria-label="anchor" href="#styling"></a></h2>
 <hr class="half-width"><p>This is {varnish}! This package contains all the HTML, JavaScript,
 and CSS to make your generated HTML look like a Carpentries Lesson!</p>
 <p>Update in R with:</p>
@@ -429,8 +429,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">sandpaper</span><span class="fu">::</span><span class="fu">update_varnish</span><span class="op">(</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="deployment"><h2 class="section-heading">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
-</h2>
+</section><section><h2 class="section-heading" id="deployment">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
+<a class="anchor" aria-label="anchor" href="#deployment"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="updating-your-deployment-workflows">Updating Your Deployment Workflows<a class="anchor" aria-label="anchor" href="#updating-your-deployment-workflows"></a></h3>
 <p>The workflows are the the only place in our lesson that needs to be
@@ -562,7 +562,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Lesson Deployment
         </a>
         <a class="chapter-link float-end" href="../instructor/pull-request.html" rel="next">
-          Next: Auditing Pull... 
+          Next: Auditing Pull...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -573,18 +573,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/update.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -609,7 +609,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/instructor/update.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index c210f02b..902094c1 100644
--- a/introduction.html
+++ b/introduction.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -213,7 +213,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#super-quickstart-copy-a-template-from-github">Super Quickstart: Copy A Template from GitHub</a></li>
@@ -223,7 +223,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#tools">Tools</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -232,7 +232,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -241,7 +241,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -250,7 +250,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -259,7 +259,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -268,7 +268,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -277,7 +277,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -309,10 +309,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -333,18 +333,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Home
         </a>
         <a class="chapter-link float-end" href="episodes.html" rel="next">
-          Next: Episode Structure... 
+          Next: Episode Structure...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction to The Carpentries Workbench</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -397,8 +397,8 @@ <h3 class="callout-title">Takeaway message<a class="anchor" aria-label="anchor"
 </div>
 </div>
 </div>
-<section id="super-quickstart-copy-a-template-from-github"><h2 class="section-heading">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
-</h2>
+<section><h2 class="section-heading" id="super-quickstart-copy-a-template-from-github">Super Quickstart: Copy A Template from GitHub<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a>
+<a class="anchor" aria-label="anchor" href="#super-quickstart-copy-a-template-from-github"></a></h2>
 <hr class="half-width"><p>The absolute quickest way to get started with The Carpentries
 Workbench is to create a GitHub repository with one of the two available
 templates, depending on your preference:</p>
@@ -445,8 +445,8 @@ <h3 id="step-3-customise-your-site">Step 3: Customise your site<a class="anchor"
 inside the lesson folder, and <a href="#preview">preview your new
 lesson</a></p>
 </div>
-</section><section id="quickstart-create-a-new-lesson"><h2 class="section-heading">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
-</h2>
+</section><section><h2 class="section-heading" id="quickstart-create-a-new-lesson">Quickstart: Create a New Lesson<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a>
+<a class="anchor" aria-label="anchor" href="#quickstart-create-a-new-lesson"></a></h2>
 <hr class="half-width"><div id="create-a-lesson-locally" class="callout discussion">
 <div class="callout-square">
 <i class="callout-icon" data-feather="message-circle"></i>
@@ -500,8 +500,8 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-</section><section id="preview"><h2 class="section-heading">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
-</h2>
+</section><section><h2 class="section-heading" id="preview">Previewing Your New Lesson<a class="anchor" aria-label="anchor" href="#preview"></a>
+<a class="anchor" aria-label="anchor" href="#preview"></a></h2>
 <hr class="half-width"><p>After you created your lesson, you will want to preview it locally.
 First, make sure that you are in your newly-created repository and then
 use the following command:</p>
@@ -588,8 +588,8 @@ <h3 class="code-label">YAML<i aria-hidden="true" data-feather="chevron-left"></i
 </div>
 </div>
 </div>
-</section><section id="push-to-github"><h2 class="section-heading">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
-</h2>
+</section><section><h2 class="section-heading" id="push-to-github">Push to GitHub<a class="anchor" aria-label="anchor" href="#push-to-github"></a>
+<a class="anchor" aria-label="anchor" href="#push-to-github"></a></h2>
 <hr class="half-width"><p>The lesson you just created lives local on your computer, but still
 needs to go to GitHub. At this point, we assume that you have
 successfully <a href="index.html#connect-to-github-1">linked your
@@ -681,8 +681,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 </div>
 </div>
 </div>
-</section><section id="tools"><h2 class="section-heading">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
-</h2>
+</section><section><h2 class="section-heading" id="tools">Tools<a class="anchor" aria-label="anchor" href="#tools"></a>
+<a class="anchor" aria-label="anchor" href="#tools"></a></h2>
 <hr class="half-width"><p>As described in <a href="index.html#setup">the setup document</a>, The
 Carpentries Workbench only requires R and <a href="https://pandoc.org/" class="external-link">pandoc</a> to be installed. The tooling from
 the styles lesson template has been split up into three R packages:</p>
@@ -723,7 +723,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Home
         </a>
         <a class="chapter-link float-end" href="episodes.html" rel="next">
-          Next: Episode Structure... 
+          Next: Episode Structure...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -734,18 +734,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/introduction.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -770,7 +770,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/introduction.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 2eaecaf4..1ec44b63 100644
--- a/key-points.html
+++ b/key-points.html
@@ -43,7 +43,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -74,7 +74,7 @@
           </ul>
 </li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -216,7 +216,7 @@ <h2 class="accordion-header" id="flush-headingNine">
 <!--div.sidenav-view-selector -->
             </div>
 <!--/div.col -->
-      
+
             <hr>
 </div>
 <!--/div.mobile-row -->
@@ -238,7 +238,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="index.html">Summary and Setup</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -250,7 +250,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="episodes.html">2. Episode Structure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -274,7 +274,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -286,7 +286,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -298,7 +298,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -310,7 +310,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -322,7 +322,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div>
 <!--/div.accordion-header-->
-        
+
   </div>
 <!--/div.accordion-item-->
 </div>
@@ -364,11 +364,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             </div>
             <hr class="half-width resources">
 <a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
-            
+
             </div>
           </div>
 <!-- /div.accordion -->
@@ -477,18 +477,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -513,8 +513,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries.github.io/sandpaper-docs/key-points.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/key-points.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/migrating-from-styles.html b/migrating-from-styles.html
index 359eb850..7673a474 100644
--- a/migrating-from-styles.html
+++ b/migrating-from-styles.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,11 +325,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Migrating lessons from the previous infrastructure</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/migrating-from-styles.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -390,8 +390,8 @@ <h2 id="prerequisites">Prerequisites<a class="anchor" aria-label="anchor" href="
 repository. The fork only needs to contain a copy of the default branch
 of your lesson (usually <code>gh-pages</code>).</li>
 </ol></div>
-<hr><section id="transition-workflow"><h2 class="section-heading">Transition Workflow<a class="anchor" aria-label="anchor" href="#transition-workflow"></a>
-</h2>
+<hr><section><h2 class="section-heading" id="transition-workflow">Transition Workflow<a class="anchor" aria-label="anchor" href="#transition-workflow"></a>
+<a class="anchor" aria-label="anchor" href="#transition-workflow"></a></h2>
 <hr class="half-width"><ol style="list-style-type: decimal"><li><a href="#workflow-setup">Set up the transition tools</a></li>
 <li><a href="#Rscript">Create an Rscript for your lesson</a></li>
 <li><a href="#transition">Run the transition tool</a></li>
@@ -796,18 +796,18 @@ <h3 id="post-transition">5. Post-transition steps<a class="anchor" aria-label="a
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/migrating-from-styles.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -832,7 +832,7 @@ <h3 id="post-transition">5. Post-transition steps<a class="anchor" aria-label="a
   "identifier": "https://carpentries.github.io/sandpaper-docs/migrating-from-styles.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 74011639..a63693d8 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -1,6 +1,5 @@
 pandoc: 3.1.11
-pkgdown: 2.0.9
+pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-07-02T00:28Z
-
+last_built: 2024-07-09T00:21Z
diff --git a/profiles.html b/profiles.html
index 416f34f9..8d6a0173 100644
--- a/profiles.html
+++ b/profiles.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -315,8 +315,8 @@ <h1>Learner Profiles</h1>
 motivations for maintaining lessons. This page will catalog some
 maintainer profiles so that we can identify how we can make the template
 easy to use for them.</p>
-<section id="general-maintainers"><h2 class="section-heading">General Maintainers<a class="anchor" aria-label="anchor" href="#general-maintainers"></a>
-</h2>
+<section><h2 class="section-heading" id="general-maintainers">General Maintainers<a class="anchor" aria-label="anchor" href="#general-maintainers"></a>
+<a class="anchor" aria-label="anchor" href="#general-maintainers"></a></h2>
 <hr class="half-width"><dl><dt>Tamar Teosinte — Pythonista, Machine Learning, Maize Genetics</dt>
 <dd>
 Tamar is a graduate student maize geneticist who has developed a machine
@@ -330,8 +330,8 @@ <h1>Learner Profiles</h1>
 course, but has not used it since. She uses the VSCode IDE and Anaconda
 Python for her work.
 </dd>
-</dl></section><section id="r-maintainers"><h2 class="section-heading">R Maintainers<a class="anchor" aria-label="anchor" href="#r-maintainers"></a>
-</h2>
+</dl></section><section><h2 class="section-heading" id="r-maintainers">R Maintainers<a class="anchor" aria-label="anchor" href="#r-maintainers"></a>
+<a class="anchor" aria-label="anchor" href="#r-maintainers"></a></h2>
 <hr class="half-width"><div id="fill-me-with-wonderful-stories" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
@@ -344,8 +344,8 @@ <h3 class="callout-title">FILL ME WITH WONDERFUL STORIES!<a class="anchor" aria-
 </div>
 </div>
 </div>
-</section><section id="incubator-maintainers"><h2 class="section-heading">Incubator Maintainers<a class="anchor" aria-label="anchor" href="#incubator-maintainers"></a>
-</h2>
+</section><section><h2 class="section-heading" id="incubator-maintainers">Incubator Maintainers<a class="anchor" aria-label="anchor" href="#incubator-maintainers"></a>
+<a class="anchor" aria-label="anchor" href="#incubator-maintainers"></a></h2>
 <hr class="half-width"><div id="fill-me-with-wonderful-stories-1" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
@@ -384,18 +384,18 @@ <h3 class="callout-title">Under Construction<a class="anchor" aria-label="anchor
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/README.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -419,8 +419,8 @@ <h3 class="callout-title">Under Construction<a class="anchor" aria-label="anchor
   "url": "https://carpentries.github.io/sandpaper-docs/profiles.html",
   "identifier": "https://carpentries.github.io/sandpaper-docs/profiles.html",
   "dateCreated": "2024-06-25",
-  "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "dateModified": "2024-07-09",
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/pull-request.html b/pull-request.html
index 48fa09ef..0fdff1a5 100644
--- a/pull-request.html
+++ b/pull-request.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -267,7 +267,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -276,7 +276,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#being-vigilant">Being Vigilant</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -308,10 +308,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -339,11 +339,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Auditing Pull Requests</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/pull-request.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -376,8 +376,8 @@ <h3 class="card-title">Objectives</h3>
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>One of the biggest benefits of working on a Carpentries Lesson is
 that it gives maintainers and contributors practice collaboratively
 working on GitHub and practicing common software engineering practices,
@@ -388,13 +388,13 @@ <h3 class="card-title">Objectives</h3>
 <li>Generated content is rendered to markdown and placed in a temporary
 branch for visual inspection.</li>
 <li>Pull requests are checked for malicious attacks.</li>
-</ol></section><section id="reviewing-a-pull-request"><h2 class="section-heading">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
-</h2>
+</ol></section><section><h2 class="section-heading" id="reviewing-a-pull-request">Reviewing A Pull Request<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a>
+<a class="anchor" aria-label="anchor" href="#reviewing-a-pull-request"></a></h2>
 <hr class="half-width"><p>When you recieve a pull request, a check will first validate that the
 lesson can be built and then, if the lesson can be built, it will
 generate output and leave <a href="https://github.com/carpentries/sandpaper-docs/pull/60#issuecomment-923204714" class="external-link">a
 comment that provides information about the rendered output</a>:</p>
-<!-- NOTE: 
+<!-- NOTE:
 To generate this screenshot, use the webshot2 package:
 
 library(webshot2)
@@ -463,8 +463,8 @@ <h3 class="callout-title">Risk Management<a class="anchor" aria-label="anchor" h
 </figure></div>
 </div>
 </div>
-</section><section id="automated-pull-requests"><h2 class="section-heading">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
-</h2>
+</section><section><h2 class="section-heading" id="automated-pull-requests">Automated Pull Requests<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a>
+<a class="anchor" aria-label="anchor" href="#automated-pull-requests"></a></h2>
 <hr class="half-width"><p>There are two situations where you would receive a pull request from
 <a href="https://github.com/znk-machine/" class="external-link">The Carpentries Apprentice
 bot</a></p>
@@ -529,8 +529,8 @@ <h4 id="status-updates">Status Updates<a class="anchor" aria-label="anchor" href
 reveal changes that have been made (if any).</p>
 </div>
 </div>
-</section><section id="being-vigilant"><h2 class="section-heading">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
-</h2>
+</section><section><h2 class="section-heading" id="being-vigilant">Being Vigilant<a class="anchor" aria-label="anchor" href="#being-vigilant"></a>
+<a class="anchor" aria-label="anchor" href="#being-vigilant"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="preventing-malicious-commits">Preventing Malicious Commits<a class="anchor" aria-label="anchor" href="#preventing-malicious-commits"></a></h3>
 <p>The pull request previews are designed to allow you to inspect the
@@ -604,18 +604,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/pull-request.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -640,7 +640,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/pull-request.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index e129c14c..4912f0c8 100644
--- a/reference.html
+++ b/reference.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,18 +325,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Learner Reference</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
 
         
-<section id="glossary"><h2 class="section-heading">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a>
-</h2>
+<section><h2 class="section-heading" id="glossary">Glossary<a class="anchor" aria-label="anchor" href="#glossary"></a>
+<a class="anchor" aria-label="anchor" href="#glossary"></a></h2>
 <hr class="half-width"><dl><dt>sandpaper</dt>
 <dd>
 An R package from The Carpentries that is the main user interface for
@@ -377,18 +377,18 @@ <h1>Learner Reference</h1>
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/reference.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -413,7 +413,7 @@ <h1>Learner Reference</h1>
   "identifier": "https://carpentries.github.io/sandpaper-docs/reference.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/renv.lock b/renv.lock
index ed43512a..e0b40ea4 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,6 +1,6 @@
 {
   "R": {
-    "Version": "4.4.0",
+    "Version": "4.4.1",
     "Repositories": [
       {
         "Name": "carpentries",
diff --git a/style.html b/style.html
index 40b44be1..cd70dc1d 100644
--- a/style.html
+++ b/style.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -253,7 +253,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading7">
         <a href="update.html">6. Maintaining a Healthy Infrastructure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -262,7 +262,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -294,10 +294,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -325,11 +325,11 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Style Guide</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/style.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -347,8 +347,8 @@ <h1>Style Guide</h1>
 </ul></li>
 <li><a href="#figures">Figures</a></li>
 <li><a href="#line-length">Line Length</a></li>
-</ul><section id="fenced-divs"><h2 class="section-heading">Fenced Divs<a class="anchor" aria-label="anchor" href="#fenced-divs"></a>
-</h2>
+</ul><section><h2 class="section-heading" id="fenced-divs">Fenced Divs<a class="anchor" aria-label="anchor" href="#fenced-divs"></a>
+<a class="anchor" aria-label="anchor" href="#fenced-divs"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="fence-length">Fence Length<a class="anchor" aria-label="anchor" href="#fence-length"></a></h3>
 <p>The following recommendations are made to improve legibility and make
@@ -442,8 +442,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 <span id="cb4-14"><a href="#cb4-14" tabindex="-1"></a>::::::::::::::::::::::::::::::::::::::::::::::::::</span></code></pre>
 </div>
 </div>
-</section><section id="figures"><h2 class="section-heading">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
-</h2>
+</section><section><h2 class="section-heading" id="figures">Figures<a class="anchor" aria-label="anchor" href="#figures"></a>
+<a class="anchor" aria-label="anchor" href="#figures"></a></h2>
 <hr class="half-width"><p>We recommend splitting Markdown image elements across multiple lines,
 to enhance readability:</p>
 <div class="codewrapper sourceCode" id="cb5">
@@ -470,8 +470,8 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
 </h3>
 <pre class="sourceCode markdown" tabindex="0"><code class="sourceCode markdown"><span id="cb6-1"><a href="#cb6-1" tabindex="-1"></a>!<span class="co">[</span><span class="ot">The text in these square brackets provides a caption to images in [the Markdown syntax of The Carpentries Workbench](https://carpentries.github.io/sandpaper-docs/example.html#figures).</span><span class="co">](path/to/figure.svg)</span>{alt='Alternative text descriptions are defined here' width='33%'}</span></code></pre>
 </div>
-</section><section id="line-length"><h2 class="section-heading">Line Length<a class="anchor" aria-label="anchor" href="#line-length"></a>
-</h2>
+</section><section><h2 class="section-heading" id="line-length">Line Length<a class="anchor" aria-label="anchor" href="#line-length"></a>
+<a class="anchor" aria-label="anchor" href="#line-length"></a></h2>
 <hr class="half-width"><p>We recommend the use of <a href="https://sembr.org/" class="external-link"><em>Semantic
 Line Breaks</em></a> with a maximum line length of 100 characters. As
 detailed in the Semantic Line Breaks specification,</p>
@@ -502,18 +502,18 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/learners/style.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -538,7 +538,7 @@ <h3 class="code-label">MARKDOWN<i aria-hidden="true" data-feather="chevron-left"
   "identifier": "https://carpentries.github.io/sandpaper-docs/style.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>
diff --git a/update.html b/update.html
index b2f36330..f8de132b 100644
--- a/update.html
+++ b/update.html
@@ -27,7 +27,7 @@
             <span class="visually-hidden">This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.</span>
           </abbr>
         </span>
-        
+
       </div>
     </div>
     <div class="selector-container">
@@ -56,7 +56,7 @@
             </li>
           </ul></li>
       </div>
-      
+
       <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
@@ -180,7 +180,7 @@ <h2 class="accordion-header" id="flush-headingNine">
                 </div><!--/div.accordion-flush-->
               </div><!--div.sidenav-view-selector -->
             </div><!--/div.col -->
-      
+
             <hr></div><!--/div.mobile-row -->
 
           <div class="accordion accordion-flush" id="accordionFlush11">
@@ -199,7 +199,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading1">
         <a href="index.html">Summary and Setup</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -208,7 +208,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading2">
         <a href="introduction.html">1. Introduction to The Carpentries Workbench</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -217,7 +217,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading3">
         <a href="episodes.html">2. Episode Structure</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -226,7 +226,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading4">
         <a href="editing.html">3. Editing a {sandpaper} lesson</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -235,7 +235,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading5">
         <a href="example.html">4. EXAMPLE: Using RMarkdown</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -244,7 +244,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading6">
         <a href="deployment.html">5. Lesson Deployment</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -258,7 +258,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
         </span>
       </button>
     </div><!--/div.accordion-header-->
-        
+
     <div id="flush-collapsecurrent" class="accordion-collapse collapse show" aria-labelledby="flush-headingcurrent" data-bs-parent="#accordionFlushcurrent">
       <div class="accordion-body">
         <ul><li><a href="#introduction">Introduction</a></li>
@@ -268,7 +268,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#deployment">Deployment</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -277,7 +277,7 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
     <div class="accordion-header" id="flush-heading8">
         <a href="pull-request.html">7. Auditing Pull Requests</a>
     </div><!--/div.accordion-header-->
-        
+
   </div><!--/div.accordion-item-->
 </div><!--/div.accordion-flush-->
 
@@ -309,10 +309,10 @@ <h2 class="accordion-header" id="flush-headingTwelve">
               </div>
             </div>
             <hr class="half-width resources"><a href="aio.html">See all in one page</a>
-            
+
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
-            
+
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -333,18 +333,18 @@ <h2 class="accordion-header" id="flush-headingTwelve">
           Previous: Lesson Deployment
         </a>
         <a class="chapter-link float-end" href="pull-request.html" rel="next">
-          Next: Auditing Pull... 
+          Next: Auditing Pull...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Maintaining a Healthy Infrastructure</h1>
         <p>Last updated on 2024-07-02 |
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/update.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
-        
-        
-        
+
+
+
         <div class="text-end">
           <button role="button" aria-pressed="false" tabindex="0" id="expand-code" class="pull-right" data-expand="Expand All Solutions " data-collapse="Collapse All Solutions "> Expand All Solutions <i aria-hidden="true" data-feather="plus"></i></button>
         </div>
@@ -389,11 +389,11 @@ <h3 class="callout-title">
 </div>
 </div>
 </div>
-<section id="introduction"><h2 class="section-heading">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
-</h2>
+<section><h2 class="section-heading" id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
+<a class="anchor" aria-label="anchor" href="#introduction"></a></h2>
 <hr class="half-width"><p>The Carpentries Lesson Infrastructure is designed to be cu</p>
-</section><section id="maintainer-tools"><h2 class="section-heading">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
-</h2>
+</section><section><h2 class="section-heading" id="maintainer-tools">Maintainer Tools<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a>
+<a class="anchor" aria-label="anchor" href="#maintainer-tools"></a></h2>
 <hr class="half-width"><p>This is {sandpaper}! It takes your source files and generates the
 outputs!</p>
 <p>Update in R with:</p>
@@ -403,8 +403,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"sandpaper"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="validator"><h2 class="section-heading">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
-</h2>
+</section><section><h2 class="section-heading" id="validator">Validator<a class="anchor" aria-label="anchor" href="#validator"></a>
+<a class="anchor" aria-label="anchor" href="#validator"></a></h2>
 <hr class="half-width"><p>This is {pegboard}! It runs behind the scenes in {sandpaper} to parse
 the source documents and validate things like headings, images, and
 cross-links. It also can extract elements like code and individual
@@ -416,8 +416,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">install.packages</span><span class="op">(</span><span class="st">"pegboard"</span>, repos <span class="op">=</span> <span class="st">"https://carpentries.r-universe.dev"</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="styling"><h2 class="section-heading">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
-</h2>
+</section><section><h2 class="section-heading" id="styling">Styling<a class="anchor" aria-label="anchor" href="#styling"></a>
+<a class="anchor" aria-label="anchor" href="#styling"></a></h2>
 <hr class="half-width"><p>This is {varnish}! This package contains all the HTML, JavaScript,
 and CSS to make your generated HTML look like a Carpentries Lesson!</p>
 <p>Update in R with:</p>
@@ -427,8 +427,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">sandpaper</span><span class="fu">::</span><span class="fu">update_varnish</span><span class="op">(</span><span class="op">)</span></span></code></pre>
 </div>
-</section><section id="deployment"><h2 class="section-heading">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
-</h2>
+</section><section><h2 class="section-heading" id="deployment">Deployment<a class="anchor" aria-label="anchor" href="#deployment"></a>
+<a class="anchor" aria-label="anchor" href="#deployment"></a></h2>
 <hr class="half-width"><div class="section level3">
 <h3 id="updating-your-deployment-workflows">Updating Your Deployment Workflows<a class="anchor" aria-label="anchor" href="#updating-your-deployment-workflows"></a></h3>
 <p>The workflows are the the only place in our lesson that needs to be
@@ -560,7 +560,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
           Previous: Lesson Deployment
         </a>
         <a class="chapter-link float-end" href="pull-request.html" rel="next">
-          Next: Auditing Pull... 
+          Next: Auditing Pull...
           <i aria-hidden="true" class="small-arrow" data-feather="arrow-right"></i>
         </a>
       </div>
@@ -571,18 +571,18 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
       		<footer class="row footer mx-md-3"><hr><div class="col-md-6">
         <p>This lesson is subject to the <a href="CODE_OF_CONDUCT.html">Code of Conduct</a></p>
         <p>
-        
+
         <a href="https://github.com/carpentries/sandpaper-docs/edit/main/episodes/update.md" class="external-link">Edit on GitHub</a>
-        
+
 	
         | <a href="https://github.com/carpentries/sandpaper-docs/blob/main/CONTRIBUTING.md" class="external-link">Contributing</a>
         | <a href="https://github.com/carpentries/sandpaper-docs/" class="external-link">Source</a></p>
 				<p><a href="https://github.com/carpentries/sandpaper-docs/blob/main/CITATION.cff" class="external-link">Cite</a> | <a href="mailto:tobyhodges@carpentries.org">Contact</a> | <a href="https://carpentries.org/about/" class="external-link">About</a></p>
 			</div>
 			<div class="col-md-6">
-        
+
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
-        
+
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
         <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
@@ -607,7 +607,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries.github.io/sandpaper-docs/update.html",
   "dateCreated": "2024-06-25",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-07-02"
+  "datePublished": "2024-07-09"
 }
 
   </script><script>