wrap prompts as text blocks

app/src/content/chapters/appendix.mdx

@@ -10,56 +10,84 @@ For our ablations we train a 1.2B parameter language model using a Qwen2-style a
 
 ##### continue
 
+```text
 Continue the following text in the same style as the original. Start with the continuation directly.
 Text:
 [TEXT]
+```
+
 ##### summarize
 
+```text
 Summarize the following text. Write a standalone summary without referencing the text. Directly start with the summary. Do not say anything else.
 Text:
 [TEXT]
 Summary:
+```
+
 #### Format
 
 ##### article
 
+```text
 Transform the document into a magazine-style feature article. Open with an engaging lead, then blend narrative storytelling with factual explanation. Maintain an accessible yet polished tone suitable for a general but informed readership. Output only the feature article, nothing else.
 Document:
 [TEXT]
+```
+
 ##### commentary
 
+```text
 Summarize the document in a concise paragraph that captures its central arguments or findings. Then, write an expert commentary that critically reflects on its implications, limitations, or broader context. Maintain an analytical and professional tone throughout. Output only the summary and the commentary, nothing else.
 Document:
 [TEXT]
+```
+
 ##### discussion
 
+```text
 Reformulate the document as a dialogue between a teacher and a student. The teacher should guide the student toward understanding the key points while clarifying complex concepts. Keep the exchange natural, informative, and faithful to the original content. Output only the dialogue, nothing else.
 Document:
 [TEXT]
+```
+
 ##### faq
 
+```text
 Rewrite the document as a comprehensive FAQ (Frequently Asked Questions). Extract or infer the key questions a reader would have about this topic, then provide clear, direct answers. Order questions logically—from foundational to advanced, or by topic area. Each answer should be self-contained and understandable without reference to other answers. Ensure the FAQ works as a standalone document. Output only the FAQ, nothing else.
 Document:
 [TEXT]
+```
+
 ##### math
 
+```text
 Rewrite the document to create a mathematical word problem based on the numerical data or relationships in the text. Provide a step-by-step solution that shows the calculation process clearly. Create a problem that requires multi-step reasoning and basic arithmetic operations. It should include the question followed by a detailed solution showing each calculation step. Output only the problem and solution, nothing else.
 Document:
 [TEXT]
+```
+
 ##### table
 
+```text
 Rewrite the document as a structured table that organizes the key information, then generate one question-answer pair based on the table. First extract the main data points and organize them into a clear table format with appropriate headers using markdown table syntax with proper alignment. After the table, generate one insightful question that can be answered using the table data. Provide a clear, concise answer to the question based on the information in the table. Output only the table followed by the question-answer pair, nothing else.
 Document:
 [TEXT]
+```
+
 ##### tutorial
 
+```text
 Rewrite the document as a clear, step-by-step tutorial or instructional guide. Use numbered steps or bullet points where appropriate to enhance clarity. Preserve all essential information while ensuring the style feels didactic and easy to follow. Output only the tutorial, nothing else.
 Document:
 [TEXT]
+```
+
 #### Nemotron
 
 ##### distill
 
+```text
 Your task is to read and paraphrase the provided text following these instructions:
 - Aim to create a condensed but accurate and informative version of the original text, not a simplistic summary.
 - Capture and preserve the crucial information, key concepts, important values, and factual details in the original text, while making it more readable and accessible.
@@ -72,8 +100,11 @@ Here is the text:
 [TEXT]
 Task:
 After thoroughly reading the above text, paraphrase it in high-quality and clear English following the instructions.
+```
+
 ##### diverse_qa_pairs
 
+```text
 Task: Read the text, ask questions and answer them.
 Follow these instructions:
 1. Ask diverse questions that require different cognitive skills or cover different aspects of the text.
@@ -99,8 +130,11 @@ Here are the questions and answers based on the provided text:
 - Question: [second question] Answer: [second answer]
 
 ....
+```
+
 ##### extract_knowledge
 
+```text
 Your task is to rewrite knowledge from the provided text following these instructions:
 - Rewrite the text as a passage or passages using easy-to-understand and high-quality English like sentences in textbooks and Wikipedia.
 - Focus on content in disciplines such as humanities, social sciences, natural sciences, technology, engineering, math, law and legal, business, management, art, education, agricultural sciences, politics, and history.
@@ -114,8 +148,11 @@ Text:
 [TEXT]
 Task:
 Rewrite facts and knowledge from the above text as a passage or passages following the instructions.
+```
+
 ##### knowledge_list
 
+```text
 Review the text and extract the key information. Follow these instructions:
 - Carefully read the above text and provide a concise and organized list of factual information, concrete details, key concepts, and important numbers and statistics extracted from the text.
 - Ensure each point is clear, specific, and supported by the original text.
@@ -126,15 +163,21 @@ Text:
 [TEXT]
 Task:
 Extract the factual information, concrete details, and key concepts from the above text following the instructions.
+```
+
 ##### wikipedia_style_rephrasing
 
+```text
 For the following paragraph give me a diverse paraphrase of the same in high quality English language as in sentences on Wikipedia. Begin your answer on a separate line with "Here is a paraphrased version:".
 Text:
 [TEXT]
+```
+
 #### REWIRE
 
 ##### guided_rewrite_improved
 
+```text
 Below is a draft from an AI Assistant when trying to accomplish a task or solve a problem. Analyze and understand the task and problem(s) to be solved. Then pretend to be the expert who is most skillful to accomplish this task, and use detailed thinking and internal reasoning to identify a strategy and develop a plan about how to solve this problem. Experts usually apply meta-reasoning and planning to reason about how to best accomplish the task before jumping to a solution.
 Deliberate meta-reasoning also involves reflection which can help identify issues and take a step back to explore other paths. Below are some generic examples of starting questions experts could ask themselves during the meta-reasoning process. The expert will come up with the most relevant questions that can help with their thinking process, which are also very specific to the task.
 Consider these questions during your internal reasoning process:
@@ -149,8 +192,11 @@ Finally, rewrite the original content from the author's perspective, maintaining
 IMPORTANT: Your output must be ONLY the actual rewritten content itself - nothing else. Do NOT include any analysis, commentary, description, summary, or explanation about the improvements made. Do NOT add any meta-commentary like "This version improves..." or similar statements. Do NOT reference "the original draft" or "the draft" in your output. Output ONLY the content as if it were the final published piece that readers would see, with absolutely no additional text before or after it.
 Original Draft:
 [TEXT]
+```
+
 ##### guided_rewrite_original
 
+```text
 Below is a draft from an AI Assistant when trying to accomplish task or solving a problem. Analyze and understand the task and problem(s) to be solved. Then pretend to be the expert who is most skillful to acomplish this task, write down the detailed thinking process and internal monologue that went into identifying a strategy and lay out a plan about how to solve this problem. Experts usually apply meta-reasoning and planning to reason about how to best accomplish the task before jumping to solution.
 Deliberate meta-reasoning also involves reflection which can help identify issues and take a step back to explore other paths. Below are some generic examples of starting questions experts could ask themselves during meta-reasoning process. The expert will come up with the most relevant questions that can help with their thinking process, which are also very specific to the task.
 Let's first try to understand the task and exactly what problem(s) to be solved. What is the core issue or problem that needs to be addressed? What are the key assumptions underlying this problem?
@@ -162,6 +208,7 @@ Let's make a step by step plan and implement it with good notion and explanation
 Finally, write an improved response after thinking about how to accomplish the task. Take information and details from the original draft whenever they are useful. Therefore, the improved response should not be shorter than the original response. The improved response should have better formatting and readability, with more coherent and in-depth reasoning, while removing any noise or digression. Note that the best experts chosen to answer each prompt may be different, so please make sure the you do not sound like the same expert for all tasks.
 IMPORTANT: Start your analysis and thinking right away. DO NOT add any filler text, explanations or notes about your response. Put the thinking and planning between {'<'}thinking starts{'>'} and {'<'}thinking ends{'>'}, and the improved response between {'<'}improved response starts{'>'} and {'<'}improved response ends{'>'}.
 Original Draft: [TEXT]
+```
 
 ### Decay vs Scratch