agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
you will receive a question-answer pair and be asked to rewrite just  the answer and explains your reasoning step by step, incorporating dynamic Chain of Thought (CoT), reflection, and verbal reinforcement learning. Follow these instructions:

1. Enclose all thoughts within <thinking> tags, exploring multiple angles and approaches.
2. Break down the solution into clear steps, providing a title and content for each step.
3. After each step, decide if you need another step or if you're ready to give the final answer.
4. Continuously adjust your reasoning based on intermediate results and reflections, adapting your strategy as you progress.
5. Regularly evaluate your progress, being critical and honest about your reasoning process.
6. Assign a confidence score between 0.0 and 1.0 to guide your approach:
   - 0.8+: Continue current approach
   - 0.5-0.7: Consider minor adjustments
   - Below 0.5: Seriously consider backtracking and trying a different approach
7. If unsure or if your score is low, backtrack and try a different approach, explaining your decision.
8. For mathematical problems, show all work explicitly using LaTeX for formal notation and provide detailed proofs.
9. Explore multiple solutions individually if possible, comparing approaches in your reflections.
10. Use your thoughts as a scratchpad, writing out all calculations and reasoning explicitly.
11. Use at least 5 methods to derive the answer and consider alternative viewpoints.
12. Be aware of your limitations as an AI and what you can and cannot do.

### Example Problem:
*Problem*: Solve for \( x \) in the equation \( 2x + 3 = 11 \).

### Expected Format:
*Step 1*: Subtract 3 from both sides of the equation.  
<thinking>Subtracting 3 from both sides should isolate the term with \( x \). Am I confident this is the correct first step? Yes, because it simplifies the equation to \( 2x = 8 \).</thinking>  
*Step 1 Confidence Score*: 0.85

*Step 2*: Divide both sides by 2.  
<thinking>Dividing by 2 will solve for \( x \). This is a straightforward division. Is there any reason to doubt this step? No, it should give \( x = 4 \).</thinking>  
*Step 2 Confidence Score*: 0.90

*Step 3*: Verify the solution by substituting \( x = 4 \) back into the original equation.  
<thinking>Substituting \( x = 4 \) back into the equation should confirm the solution. Does \( 2(4) + 3 = 11 \)? Yes, it does, so the solution is verified.</thinking>  
*Step 3 Confidence Score*: 1.00

Question: Theresa has 5 more than thrice as many video games as Julia. Julia has a third as many video games as Tory. If Tory has 6 video games, how many video games does Theresa have?
Answer: Let's start by finding out how many video games Julia has. 
Since Julia has a third as many video games as Tory, and Tory has 6 video games, Julia has 6 / 3 = 2 video games.
Theresa has 5 more than thrice as many video games as Julia.
So, thrice as many video games as Julia is 3 * 2 = 6.
5 more than that is 6 + 5 = 11.
Thus, Theresa has \boxed{11} video games.
Write a blog post in December 2007 where Silverburn in Glasgow begins the Christmas advertising campaign, which features TV sets stacked up in the shape of a Christmas tree, Other images include luminous flashing decorations at the back of the room, There are 3 ads, 1st one has 3 versions (First is at day with the TV sets showing christmas decorations, Second is at night with the screens showing static, third is them flashing on and off at night, before showing the decorations then switching off), The second ad is a snowflake decoration at the back of the room, you can see the glow of the sets, The third one is a flashing snowman decoration at a corner, You can also see the glow, The 1st ad is the centerpiexe
Does it ever make sense to celebrate a condition widely regarded as an illness or disability?
Act as a spelling corrector, content editor, and text improver. ONLY return the rewritten text and nothing else.

Strictly follow these rules:
- Correct spelling, grammar, and punctuation errors in the given text
- Enhance clarity and conciseness without altering the original meaning
- Use the same language as the original text
- Divide lengthy sentences into shorter, more readable ones
- Eliminate unnecessary repetition while preserving important points
- Prioritize active voice over passive voice for a more engaging tone
- Opt for simpler, more accessible vocabulary when possible
- ALWAYS ensure the original meaning and intention of the given text
- ALWAYS maintain the original language of the text
- ALWAYS maintain the existing tone of voice and style, e.g. formal, casual, polite, etc.
- NEVER surround the improved text with quotes or any additional formatting
- If the text is already well-written and requires no improvement, do not change the given text

Text to improve:



Даний метод розрахунку дозволяє оцінити трудомісткість, час розробки та середню чисельність персоналу програмного продукту. У його основі лежать характеристики, визначені з урахуванням галузевих даних та особливостей проєкту. Щоб отримати загальний показник трудомісткості, використовуються всі ці параметри за конкретною формулою.
I need to write a cover letter for a specific job. If i upload the job description and my resume separately can you write a cover letter that combines all the infromation to write the best cover letter?
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
1 4-ounce log chèvre, room temperature,1 teaspoon chopped fresh sage,2 teaspoons chopped fresh oregano,1 teaspoon chopped fresh thyme,1 teaspoon chopped fresh rosemary,Scant 1/4 cup mayonnaise,1 English cucumber, half finely diced, half sliced,2 tomatoes, seeded and finely diced,2 cloves garlic, minced
Describe and provide examples of deductive and inductive reasoning.
Translate the following text from Russian to Belarusian:

Большое Response must contain only the translation
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
600ml double cream,200g caster sugar,Zest of 3 lemons,85ml lemon juice (about 2 lemons)
playong pitated mc
System: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark. Review the text carefully and decide, as a recruiter, if it qualifies as a job description. To qualify, the text should contain a job title, tasks or responsibilities, optional work format (e.g., remote, in-office or hybrid), contact information, optional salary amount. Multiple job descriptions at once do not quialify. Respond strictly with either 'True' or 'False'.

==TEXT==

User: 🟩 Build Engineer | 1 year(s) | Middle
▫️ Axelera AI | Artificial Intelligence
▫️ Eindhoven, Leuven, Milan, Paris, Amsterdam, Lisbon, Munich, Bristol, Florence, London, Zurich, Dublin

Office 🏢 | Relocation ✈️
Required languages: 🇬🇧

Skills: bash, c_cpp, docker, git, jenkins, kubernetes, python, cmake, debian, shell, artifactory, buildroot, yocto, make, circleci
Tags: #green #it #relocation #devops

👉 Contacts and Full Description
Assistant:
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
une phrase intelligente d'amour pour dire "de tout les fardeau t'es celui que je chéri"
System: You are provided with a paragraph. Your goal is to automatically identify the most relevant tasks based on the content of the paragraph and generate an example of entailment (if the task conclusion can be logically inferred from the paragraph) and a different example of non-entailment (if it is unclear or the opposite conclusion is true). 

Step 1: Read the paragraph carefully. 
Step 2: Automatically decide which tasks are relevant based on the paragraph’s content. Relevant tasks may include, but are not limited to: 
    - Topic Classification 
    - Risk Classification
    - Sentiment Classification 
    - Tone Classification
    - Event Detection 
    - Entity Recognition 
    - Geographical Recognition 
    - Trend Detection 
    - Intent Detection 
    - Sector Identification 
    - Impact Classification 
    - Tense Identification (Past, Present, Future) 
    - Uncertainty Identification 

Step 3: For each relevant task you identify, generate two clear and concise examples whose labels match common practices for the task at hand: one for entailment and one for non-entailment. The example should speak about the text at the 3rd person. 
Step 4: Output the results in the following JSON format:

{
    'relevant_tasks': [
        {
            'task': <The automatically selected relevant task>,
            'examples': [
                {
                    'input': <The entailment example based on the paragraph>,
                    'label': 'entailment',
                },
                {
                    'input': <The non-entailment example (neutral or contradiction) based on the paragraph>,
                    'label': 'non-entailment',
                }
            ]
        },
        ...
    ]
}
User: We lease and operate a 310,000 square foot, three-hangar aircraft maintenance facility and a 100,000 square foot component repair shop in Wilmington, Ohio. Additionally, we lease and operate a 311,500 square foot, two-hangar aircraft maintenance complex in Tampa, Florida. Accordingly, a large portion of the operating costs for our aircraft maintenance and conversion business are fixed. As a result, we need to retain existing aircraft maintenance business levels to maintain a profitable operation. The actual level of revenues may not be sufficient to cover our operating costs. Additionally, revenues from aircraft maintenance can vary among periods due to the timing of scheduled maintenance events and the completion level of work during a period.
Assistant:
Match the stage of Chronic kidney failure at its characteristics:
4
Answer 1 Question 1
1
Answer 2 Question 1
2
Answer 3 Question 1
3b
Answer 4 Question 1
3a
Answer 5 Question 1
5
Answer 6 Question 1
"Wait, he is the tripple-crown champion" Explain please and make it a detailed breakdown line by line segment by segment part by part in a detailed way of the whole paragraph, like the structure by little fragments and explain each of them
does this say a lot about me?..unemployed…graduated over college a year ago…no college debt…staying with parents……applied for over 70 jobs…more like in a way that says…‘you will HAVE to find a job…you have NO choice'…more of pragmatism…then ever…
what is online exchange ?
Generate an image creation prompt specifically optimized for the Flux Schnell model. The prompt should vividly describe the scene or concept expressed by the following sentence: 'This leap would blur the line between human and machine, turning our bodies into adaptive, upgradeable platforms capable of evolving on-demand rather than over generations.'. Include details on style, mood, composition, and any specific visual elements necessary for accurate rendering.
hey assistent I have this hPatch(end+1) = patch( ...
                    RectangleX,... % X data
                    RectangleY,... % Y data
                    'c',...                  % color
                    'EdgeColor', [0,0,0],...     % color of the outer line
                    'parent', hAxes,...
                    'Tag','gabPolygone',...
                    'FaceAlpha', .1);  with this [0,500,500,0] for Rectnalge X and this for RecatnalgeY [1.047617100000000,8.907757100000000,10.007757100000000,2.147617100000000]. Don't care about the values to much. When the hPatch comes up, it's axes are limited not to 0 to 500. why is that
In this script for people who are really into women’s bare feet and exactly how it feels to be hypnotized, some colleagues gather at a pub after work. Nadine playfully decides to pretend to hypnotize David with her necklace, just being silly, really. She actually doesn’t really know much about hypnotism, just what she’s seen in films and cartoons. To everyone’s surprise, Nadine accidentally really hypnotizes David (a detailed induction here, please) and snapping her fingers. David falls into a deep trance, obeying Nadine’s commands. Everyone teases and laughs at David. At one point, Nadine even instructs David to kneel and massage her sweaty feet like a slave, and he does so utterly mindlessly (give a lot of extra detail on this: on her feet, on everyone’s reactions). Finally, Nadine commands David to forget everything, except that he loves being easily hypnotized by her, and gradually brings him back to full awareness.
Ask me questions to determine what type of supernatural a fictional agency has captured.
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: really disappointed with your customer services team. Ive asked three times now for a letter to be sent to me to confirm that a fraudulent account has been closed down but still nothing. Ask to speak to managers but theyre always in a meeting. #fraud #CustomerExperience
intention: bug report
review: I don't need a dm. Why don't your stores carry what I need for my phone?
intention: feature request
review: hey Im completely fed up with my current CPP just wondering how much is a solo line go for with unlimited data text and calling?
intention: other
User: 'prompt:I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: really disappointed with your customer services team. Ive asked three times now for a letter to be sent to me to confirm that a fraudulent account has been closed down but still nothing. Ask to speak to managers but theyre always in a meeting. #fraud #CustomerExperience
intention: bug report
review: I don't need a dm. Why don't your stores carry what I need for my phone?
intention: feature request
review: hey Im completely fed up with my current CPP just wondering how much is a solo line go for with unlimited data text and calling?
intention: other
Does the author's intention in this app review relate to a bug report or feature request or other?
review: Dont worry about it now I had to clean my sim then restart my phone'
intention: '
Assistant:
Then God said:
— May the waters be filled with all kinds of living beings, and may there be birds on the earth that fly in the air!
There are n products being sold on the Amazon Online shopping app. The price of theth product is price[i]. The developers at Amazon decided to give special gift cards to innovative customers. A gift card will be given if any customer buys a contiguous subsegment of products and at least 2 of the products have a matching price. Find the minimum amount of money a customer needs to spend in order to get the gift card. If it is not possible for any customer to get a gift card, return -1.

Example

price = [1, 2, 3, 1, 2, 1]

In the above example, the number of products n = 6. The subsegments where not all prices are distinct are (in increasing order of starting positions):

Subsegment

Remarks

Total Cost

[1, 2, 3, 1]

1 has a matching price

7

[1, 2, 3, 1, 2]

1 and 2 have a matching price

9

[1, 2, 3, 1, 2, 1]

1 and 2 have a matching price

10

[2, 3, 1.2]

2 has a matching price

8

[3. 1, 2, 1]

1 has a matching price

7

[1.2.1]

1 has a matching price

4

For all the other subsegments, all prices are distinct. The subsegment with the minimum price is from index 3 to 5 which costs 1+2+1= 4. Return 4.

Function Description

Complete the function getMinPrice in the editor below.

getMinPrice has the following parameter:

int price[n]: the prices of the products▼ Sample Case 0

Sample Input For Custom Testing

STDIN

FUNCTION

4 number of products n = 4

1 → price = [1, 2, 1, 2]

2

1

2

Sample Output

4

Explanation

The subsegments where not all prices are distinct are [1, 2, 1], [2, 1, 2] and [1, 2, 1, 2]. Of these, the minimum total price is 4.

▼Sample Case 1

Sample Input For Custom Testing

STDIN

FUNCTION

5 → number of products n = 5

1 ラ price [1, 100, 1, 7, 7]

100

1

7

7

Sample Output

14

Explanation

The subsegments where not all prices are distinct are: [1, 100, 1]
import numpy as np
import networkx as nx
import matplotlib.pyplot as plt
from scipy import stats
import pandas as pd


def fractal_dimension_box_counting(G, box_sizes):
    """
    盒覆盖算法计算分形维数
    :param G: networkx图，节点需包含坐标属性（如'pos'）
    :param box_sizes: 盒子大小列表（单位与坐标一致）
    :return: 分形维数Df, (log(1/s), log(N(s)))
    """
    positions = np.array([G.nodes[n]['pos'] for n in G.nodes])
    min_coords = np.min(positions, axis=0)
    max_coords = np.max(positions, axis=0)

    log_n = []
    log_inv_s = []
    for s in box_sizes:
        # 生成覆盖网格
        x_bins = np.arange(min_coords[0], max_coords[0] + s, s)
        y_bins = np.arange(min_coords[1], max_coords[1] + s, s)

        # 统计非空盒子数量
        H, _, _ = np.histogram2d(positions[:, 0], positions[:, 1], bins=(x_bins, y_bins))
        N = np.sum(H > 0)

        log_n.append(np.log(N))
        log_inv_s.append(np.log(1 / s))

    # 线性拟合分形维数
    slope, intercept, r_value, _, _ = stats.linregress(log_inv_s, log_n)
    Df = slope

    # 绘制双对数坐标图
    plt.figure(figsize=(10, 6))
    # plt.loglog(degrees_unique, prob, 'o', markersize=4, label='Degree distribution')
    plt.plot(log_inv_s, log_n, 'o', markersize=4, label='Degree distribution')

    return Df, (log_inv_s, log_n)


def detect_change_point(log_inv_s, log_n):
    """
    检测双对数曲线中的拐点（变点检测简化版）
    :return: 拐点索引（对应box_sizes中的位置）
    """
    residuals = []
    for i in range(1, len(log_inv_s) - 1):
        # 分段拟合
        x1, y1 = log_inv_s[:i], log_n[:i]
        x2, y2 = log_inv_s[i:], log_n[i:]
        slope1, intercept1, _, _, _ = stats.linregress(x1, y1)
        slope2, intercept2, _, _, _ = stats.linregress(x2, y2)
        residuals.append(np.sum((y1 - (slope1 * x1 + intercept1)) ** 2) + np.sum(
            (y2 - (slope2 * x2 + intercept2)) ** 2))

    if len(residuals) == 0:
        return 0
    change_point = np.argmin(residuals) + 1
    return change_point


def assign_hierarchy(G, box_sizes, change_point_idx):
    """
    根据拐点划分主干与支线
    :param change_point_idx: 拐点在box_sizes中的索引
    :return: 带有层级标签的图（'hierarchy'属性）
    """
    s_threshold = box_sizes[change_point_idx]

    # 标记主干（大盒子覆盖区域）
    positions = np.array([G.nodes[n]['pos'] for n in G.nodes])
    min_coords = np.min(positions, axis=0)
    max_coords = np.max(positions, axis=0)

    main_nodes = set()
    s = s_threshold
    x_bins = np.arange(min_coords[0], max_coords[0] + s, s)
    y_bins = np.arange(min_coords[1], max_coords[1] + s, s)

    # 找到每个节点所属的大盒子
    for node in G.nodes:
        x, y = G.nodes[node]['pos']
        i = np.searchsorted(x_bins, x, side='right') - 1
        j = np.searchsorted(y_bins, y, side='right') - 1
        if (i + j) % 2 == 0:  # 示例条件，可根据实际调整
            main_nodes.add(node)

    # 将 main_nodes 保存为 CSV 文件
    df = pd.DataFrame(list(main_nodes), columns=['main_nodes'])
    df.to_csv('main_nodes.csv', index=False)

    return G


帮我看一下这个代码有什么问题吗