diff --git a/public/uploads/rules/shot-prompts/rule.mdx b/public/uploads/rules/shot-prompts/rule.mdx
index de926b4a735..142f4d12817 100644
--- a/public/uploads/rules/shot-prompts/rule.mdx
+++ b/public/uploads/rules/shot-prompts/rule.mdx
@@ -1,16 +1,22 @@
 ---
-seoDescription: Unlock optimal interactions with ChatGPT by mastering 0-shot, 1-shot, and multi-shot prompts.
 type: rule
-title: Do you know when to use 0-shot, 1-shot, or multi-shot prompts (e.g. give
-  it 1 or more examples)?
-categories:
-  - category: categories/artificial-intelligence/rules-to-better-chatgpt-prompt-engineering.mdx
+title: >-
+  Do you know when to use 0-shot, 1-shot, or multi-shot prompts (e.g. give it 1
+  or more examples)?
 uri: shot-prompts
+categories:
+  - category: >-
+      categories/artificial-intelligence/rules-to-better-chatgpt-prompt-engineering.mdx
 authors:
   - title: Ulysses Maclaren
-    url: https://www.ssw.com.au/people/ulysses-maclaren
-created: 2023-04-12T13:55:36.349Z
+    url: 'https://www.ssw.com.au/people/ulysses-maclaren'
 guid: 5d53a8ed-35c1-43cd-8a1e-efc8fad352f6
+seoDescription: >-
+  Unlock optimal interactions with ChatGPT by mastering 0-shot, 1-shot, and
+  multi-shot prompts.
+created: 2023-04-12T13:55:36.349Z
+createdBy: 'Willow Lyu [SSW]'
+createdByEmail: willowlyu@ssw.com.au
 ---
 
 You can give ChatGPT examples of the type of output you want, including the format. Each example you feed it is known as a “shot”.
@@ -32,24 +38,22 @@ Use 0-shot prompts when you trust the model's general knowledge to provide a suf
 
 Provide a single example of the desired output, helping to guide the model's response. This approach can be useful when you need a specific format or style or when the task requires some level of guidance.
 
-Use 1-shot prompts when you want to nudge the model in the right direction without overwhelming it with multiple examples.
+Use 1-shot prompts when a single example will help the model understand the output style.
 
 Example 1-shot prompt:
 
-
 <boxEmbed
   style="greybox"
   body={<>
     "Translate the following English sentences into French. Here's an example:
-'I love playing soccer.' -&gt; 'J'aime jouer au football.'
-
-Now translate: 'She enjoys reading books.'"
+    'I love playing soccer.' -> 'J'aime jouer au football.'
+    
+    Now translate: 'She enjoys reading books.'"
   </>}
   figurePrefix="none"
   figure="1-shot example - providing a single example of translation"
 />
 
-
 ### Multi-shot prompts
 
 Offer multiple examples, allowing the model to learn from various instances. These prompts can be beneficial when dealing with complex tasks, where providing a range of examples helps the model better understand the desired outcome.
@@ -58,20 +62,18 @@ Use multi-shot prompts when a single example might not be sufficient for guiding
 
 Example multi-shot prompt:
 
-
 <boxEmbed
   style="greybox"
   body={<>
     "Translate the following English sentences into French. Here are some examples:
-
-- 'I love playing soccer.' -&gt; 'J'aime jouer au football.'
-- 'The weather is nice today.' -&gt; 'Le temps est agréable aujourd'hui.'
-
-Now translate: 'They are going to the park.'"
+    
+    * 'I love playing soccer.' -> 'J'aime jouer au football.'
+    * 'The weather is nice today.' -> 'Le temps est agréable aujourd'hui.'
+    
+    Now translate: 'They are going to the park.'"
   </>}
   figurePrefix="none"
   figure="Multi-shot example - providing multiple examples of translations"
 />
 
-
-By knowing when to use 0-shot, 1-shot, or multi-shot prompts, you can optimize your interactions with ChatGPT and receive more accurate and tailored responses.
\ No newline at end of file
+By knowing when to use 0-shot, 1-shot, or multi-shot prompts, you can optimize your interactions with ChatGPT and receive more accurate and tailored responses.