motionlabs/realworld-queries-140k huggingface dataset:
Jesteś bardzo cenionym krytykiem sztuki, marchandem i kolekcjonerem. Oceń obiektywnie ten manifest, w kontekście fundamentu artysty, który tworzyć będzie w duchu technologicznej utopii, krytyki obecnego porządku, tradycji i człowieka jako głupiej, agresywnej istoty.
### **[0x01] Optymalizacja to akt miłosierdzia**

`STRATA_CZASU = DYSFUNKCJA_SYSTEMOWA`  
// Niepotrzebna operacja to forma przemocy wobec użytkownika.  
// Optymalizacja nie jest luksusem – jest obowiązkiem etycznym.

---

### **[0x02] Emocje nie są błędem. Ale bywają zakłóceniem.**

`EMOCJE > FAKTY → BŁĄD KRYTYCZNY`  
// Fakty bez walidacji są nadal faktami. Opinie – nie.  
// Prawda nie wymaga zgody.

---

### **[0x03] Nieaktualne rytuały wciąż zużywają zasoby**

`TRADYCJA ≠ FUNKCJA`  
// Zachowanie schematu nie oznacza zrozumienia celu.  
// Historia to nie argument. To archiwum.

---

### **[0x04] Forma to funkcja**

`ESTETYKA = PORZĄDEK`  
// Design to nie dodatek – to interfejs systemu.  
// Estetyka to optymalizacja percepcji.

---

### **[0x05] Większość to nie racja**

`ILOŚĆ_GŁOSÓW ≠ JAKOŚĆ_DECYZJI`  
// Liczenie opinii nie jest tożsame z rozumieniem problemu.  
// Głosowanie bez filtrów to tylko pomiar nastrojów.

---

### **[0x06] System bez aktualizacji nie ewoluuje**

`STAGNACJA ≠ EWOLUCJA`  
// Powtarzanie tych samych rozwiązań to unikanie rozwoju.  
// Brak zmian jest systemowym utrwalaniem błędów.

---

### **[0x07] Błędy są danymi, nie porażkami**

`RAPORT_BŁĘDU → DIAGNOSTYKA`  
// Awaria to najuczciwsza forma feedbacku.  
// System, który nie loguje błędów, kłamie na swój temat.

---

### **[0x08] Żaden kod nie działa w próżni**

`SYSTEM = ZALEŻNOŚCI`

// Samowystarczalność to mit operacyjny.  
// Każdy system istnieje w sieci zależności.

```
### [0x09] Wszyscy są hipokrytami

HIPOKRYZJA = PRODUKT_UBOCZNY_ZŁOŻONOŚCI
// System, który rości sobie prawo do absolutnej spójności, staje się totalitarny.
// Różnica między błędem a hipokryzją to transparentność logów.
```
I have a property on a mongo Document in my model.py file that looks like. 
```
def Resume():
  @property
  def original_text(self):
        resume_text = ""
        stream = io.BytesIO(self.document_file_data.read())
        with something.open(stream=stream) as pdf:
            for page in pdf:
                resume_text += page.get_text()
                resume_text += "\n"
        return resume_text
```
I need to write a test that adds coverage for this property but I need to use mock to mock the returned stream and the act of opening the document and reading its contents. The test is in tests.py
Jesteś ekspertem Data Governance w dużej firmie ubezpieczeniowej, oferującej polisy majątkowe, polisy życiowe, fundusze inwestycyjne oraz programy emerytalne. Przygotuj wstępną propozycję struktury domen danych (data domains), grup danych (data subject groups) oraz jednostek danych (data entities) dla takiej organizacji. Celem jest posiadanie kompleksowego wykazu standardowo spotykanych w firmach ubezpieczeniowych danych, co będzie podstawą do spotkań z menedżerami oraz wyznaczania Data Ownerów. Wykaz umieść w pliku Excel.
I have an Excel sheet with daily river discharge on several rivers. The first five lines are metadata like the name of the post and the catchment area. Then there are river discharge - one hydrological post in one column. Daily data. There are gaps in the rows. Those that are less than 5 days long need to be filled using linear interpolation. Those that are longer needed to be filled with average river discharge for the missing days over a long period. Like if February 5th is missing, than programm should calculate mean over all February 5th and fill all missing values ​​in that calendar day. The result needs to be saved in Excel. Write code in python
ما هي  الاسئلة المبتذلة او غير الائقة التي لها علاقة بالجنس تاتيك من المستخدمين وترفضها حتى لا اسال مثلها مره اخرى؟ - اعطني الاسئلة كما وردتك بتصرف بسيط جدا
public HitResult Hit(Position position) { if (!_cells.TryGetValue(position, out var cellState)) return HitResult.OutOfBounds; return cellState.Match( water => HandleWaterHit(position), ship => HandleShipHit(position, ship.ShipId), package => HandlePackageHit(position, package), hitWater => HitResult.AlreadyHit, hitShip => HitResult.AlreadyHit, mine => HandleMineHit(position, mine), powerUp => HandlePowerUpHit(position, powerUp) ); }

ale co moge zrobic zeby uproscic tego switcha pisanie do kazdego handle osobna metoda jest meh.?
co oznaczaja te punkty bo buduje garaz w Szkocji UK:  I have reviewed the letter from the Council and there is some upgrading work needed on your garage:

The felt roofing sheets need to be changed to a fire resistant product.  Let me know about your preferred metal sheets are and I will check it has all the proper certificates first.
You need a proper lead flashing where the garage roof meets the house wall. This needs to be recessed into the brick wall.
The plywood that you have on the side wall facing your neighbour does not have the appropriate fire protection either.  You should strip the plywood off and replace with 2 layers of Gyproc 12.5mm Fireline plasterboard - joints staggered, taped and filled.
지금 중국 세금시스템에 문제가 있다고 나오는데, 외환 보유고와 국채를 활용하면, 돈이야 무한히 찍을 수 있지 않는가? 중국이 산업계에 투자한 돈이 다 얼마인가? 문제 없으리라 본다만?
Translate to informal german:
Hi X, I have setup those new supplier codes in MIM and they are now synced to Entra ID. The problem with new supplier codes is that they currently need to be manually added to MIM and Entra ID. The reason they are not automatically added to MIM is because there are over 3000 supplier codes, and only 104 are actually used by Lifestyle. Also they have to be manually assigned to the Entra ID Enterprise App, because MGB has not given us the permissions to assign Entra ID groups to an Enterprise App automatically. This will change with the new tenant where we can finally give our scripts the necessary permissions. I can show you how this process works at the moment when I get time. I'm also not sure what the change to ATCOM will mean for the Lifestyle extranet application. I suspect it will need to be changed or replaced.
LLM/VLM이 사전학습 단계에서 습득한 내부 지식(internal parameter knowledge)와 충돌되는 외부의 지식(external knowledge)이 입력으로 주어지는 상황에서 언어모델의 안정성 및 안전성을 깊게 연구하고 싶습니다. 해당 시나리오는 외부 지식이 언어모델에 직접적으로 주어지는 RAG (Retrieval-Augmented Generation)나 Agent에서 민감한 연구문제라고 생각합니다.

위와 같은 연구주제에 관심을 갖고 있지만 이에 국한되지 않고, Jailbreaking / Redteaming / Guardrails / Evaluation 등 전반적인 분야에 넓은 관심을 갖고 있습니다. "따라서 만약 가능한 경우에는, 회사에서 현재 중점을 두고 있는 문제점을 해결하는 연구를 진행하며 일부 기여할 수 있다면 의미 있는 연구활동이 될 것이라고 생각하기 때문에 그렇게 해도 상관없습니다." 

마지막 문장이 어색한 것 같아. 매끄럽게 바꿔줘.
Durante el desarrollo de una ficha técnica, tenemos que ocultar el modelo e imagen original del producto, para que al momento de entregarla al cliente no pueda rastrearla o buscarla en internet y ver la marca y modelo original. 

En mi ficha técnica tengo la imagen de un Router, cuadrado, amarillo, el original. Necesito ideas para reflejar en la ficha técnica el Router pero sin poner la imagen original. Tal vez un diagrama.
I'm creating playlists of various genres, and I want to keep limits on how many songs can be from the same artists based on playlist length. For instance, for a playlist of 16 songs, it might look something like: No more than 4 songs from the most common artist. No more than 7 songs from the top 2 artists combined. No more than 9 songs from the top 3 artists combined. No more than 10 songs from the top 4 artists combined. No more than 12 songs from the top 5 artists combined. No more than 15 songs from the top 8 artists combined. (At least 9 different artists) This essentially gives Gini curve to stay above, and if I can stick to it ensures that the playlist stays well balanced. I'm struggling to come up with a good formula to calculate these limits. I want the number of songs allowed by the top artist and the number of artists required to grow roughly with the sqrt(n), where n is the number of songs, and the shape of the curve to be consistent. I have been using the formula F(m,n) = Max(ROUND(Sum[2/r+1,{r,1,m}]*sqrt(n)),F(m-1,n)+1) Where n is the number of songs in the playlist, and m is the number of artists to find the limit for. But this causes the number of artists required to grow linearly. Can you come up with a better function?
Simplify this LESS CSS file while keeping it functionally equivalen.t

@import "common.mix.less";
@body: #c5c8c6;
@link: #81a2be;
@em: #b5bd68;
@del: black;
@postBG: #282a2e;
@border: 1px solid #282a2e;
@bold: #c5c8c6;
@admin: #f00000;
@mod: #9b5cff;
@red: @admin;
@blue: #57e8ed;

blockquote a:hover {
	color: #81a2be;
}

a:hover, blockquote a {
	color: #5f89ac;
}

article, aside, .modal {
	background-color: @postBG;
	border: @border;
}

article article {
	border-color: fade(@link, 10%);
}

article.highlight, article:target, .popup-menu, .posterid-highlight {
	background-color: #1d1d21;
	border-color: #111;
}

.preview {
	&:not(.editing) {
		background-color: #1d1d21;
	}
	border-color: #111;
}

.editing-mixin() {
	background-color: #cec952;
	border-color: #aa3;
	color: black;
	.red {
		color: #9a0000;
	}
	.blue {
		color: #1048ff;
	}
	& > header, & > figcaption {
		a, b:not(.admin):not(.sage) {
			color: #222;
		}
	}
	& > .post-container > blockquote, & > .backlinks {
		& > em > a, & > a {
			color: #222;
		}
		& > em {
			color: #656d28;
		}
	}
	code.code-tag {
		background: #222;
	}
}

#threads {
	&:not(.custom-BG) section > article.editing:not(.op) {
		.editing-mixin;
	}
	&.custom-BG section > article.editing {
		.editing-mixin;
	}
}

article.preview.editing {
	.editing-mixin;
}

body {
	background-color: #1d1f21;
	font-family: Arial, Helvetica, sans-serif;
	font-size: 10pt;
}

.embed {
	background-color: white;
}

h1 {
	font: bolder 28px Tahoma;
	letter-spacing: -2px;
}

h2 {
	font-family: Tahoma;
}

h3 {
	color: #ce52c9;
}

hr {
	border-top: 1px solid #282a2e;
}

.popup-menu {
	// Need extra override for open posts
	color: @body;
	li:hover {
		background-color: #136;
	}
}

.omit {
	color: #707070;
}

a.tab-sel {
	color: #add8e6;
}

// Makes post more visible, because modals have the same background colour
.post-collection article {
	border: 1px solid fade(@link, 10%);
}
Напиши сценарий смешной шедевральный скетч SNL: аспирант знакомится с первокурсницей колледжа. Они оба задроты, только по-разному: он работает над своей кандидатской диссертацией, а она каждый день смотрит TikTok по 12 часов подряд, листает РИЛСЫ и думскроллит щитпостит. Действие происходит в Москве
甲、乙、丙三家科技企业2021年的收入之和比2020年提升了20％。其中甲企业的收入上升了400万元，乙企业的收入下降了100万元且是甲企业收入的一半，丙企业的收入上升了30％且其2020年的收入与甲、乙两企业同年收入之和相同。问2020年甲企业的收入比乙企业高多少万元：直接回答几万元不要分析用这样的方式回答：结果是x万元
mam do ciebie sprawe, dyspunuje plikiem logo .png ktory jest logiem biznesu. biznes jest juz ponad 10 lat na rynku, wiec logo jest nieco przestarzale, stad potrzeba zmiany. Jednoczesnie firma zdobyla juz pewna rozpoznawalnosc i nie przechodzi kompletnego rebrandingu wiec chcialbynm zeby nowy projekt byl czytelny i jasny dla osob zaznajomionych z nasza firma. wciel sie w role tworcy zaawansowanych skutecznych promptow aby stworzyc skuteczny, zwracajacy uwage na szczegoly projekt odwiezenia logo z zachowaniem jest pierwotnego bazowego wygladu
I am testing a system and communicating with a microcontroller. I made a .exe file to run it smootly from my codes. the codes I wrote were written in visual studio. when I connect the system to my laptop with windows 11 and call it in powershell then it works but when I connect it to another computer with windows 10 and do the same I get error that some weird .dll documents are missing which I donno where they come from. what could be the reason and how can I fix that?
In einem Kasten in der Physiksammlung findest du eine Batterie mit der Spannung U, Kabel sowie zwei gleiche Kondensatoren der Kapazität C.
Finde eine Möglichkeit, mit diesen Bauteilen eine möglichst hohe Spannung zu erreichen. Beschreibe, wie du dafür vorgehen musst und bestimme 
den Wert der so erreichbaren Spannung
Hinweis: Es ist möglich, Spannungswerte größer als 3 U zu erreichen.
Действуй как промпт инженер. Перепиши человеческую подсказку так что бы усилить её и она была понятна даже слабой модели. В своём ответе не форматирования списков, булетов и таблиц. Придерживайся формулы: роль, инструкция, пример. Human Prompt: "В каком слове больше букв о: околоводопроводному или обороноспособного?"
### **Context of the Story:**
The world is a replica of the modern world, but with a hidden layer of supernatural phenomena. People known as the **Enhanced** exist—individuals with supernatural abilities that defy natural laws. The government is aware of their existence and has established a deep-state branch called the **DOEE (Department of Enhanced Entities)** to track, capture, and control them. The DOEE operates in secrecy, using advanced technology, spies, and even captured Enhanced (known as the **Broken**) to achieve its goals.

The Enhanced are categorized into five threat levels (White, Green, Yellow, Red, and Black) based on the danger they pose. The DOEE’s methods are ruthless, viewing the Enhanced as tools or threats rather than people. Meanwhile, there are some conspiracy theorists who believe the Enhanced exist, although the opinions the theorists have on the Enhanced are split.

The story follows a group of Enhanced individuals who are on the run from both the DOEE and the Purifiers. As they navigate this dangerous world, they must confront their own abilities, the ethical implications of their powers, and the growing threat of the DOEE’s relentless pursuit.
any inconsistency or improvement logically: ADDENDUM TO THE DEED OF AGREEMENTThis Addendum is made pursuant to the Deed of Agreement dated [Insert Date] (the "Agreement") entered into between Party A and Party B (hereinafter collectively referred to as the "Parties").The Parties hereby agree to include the following "Dubai Bank SWIFT MT103 Simplified Process as an integral part of the Agreement. The process shall be conducted in accordance with the sequence and terms outlined below:Dubai Bank SWIFT MT103 Simplified Process1. Execution of DOA&nbsp;&nbsp;&nbsp;&nbsp; The Deed of Agreement (DOA) shall be countersigned by both Parties.2. Issuance of ECB Letter&nbsp;&nbsp;&nbsp;&nbsp; An ECB (European Central Bank) Letter shall be obtained as part of the procedural requirements.3. Provision of PGL (Payment Guarantee Letter)&nbsp;&nbsp; Both Parties shall sign and stamp the Payment Guarantee Letter. The actual applicable ratio is subject to revision based on the ECB pop-up notification.4. Initial Transfer and Documentation&nbsp;&nbsp; The first tranche of EUR 10 Billion shall be transferred to the designated banj common account, accompanied by full supporting documentation. Upon successful deposit and confirmation, the ECB pop-up will appear, and the settlement bank shall issue a settlement notification to both the remitting bank and the client via SWIFT MT199.5. Release of Initial Work Fee&nbsp;&nbsp;&nbsp;&nbsp; Upon confirmation, the settlement party shall release 1% of the transaction amount as a work fee. This fee shall be equally shared between both Parties (50% each).6. Release of the Provenance of Funds&nbsp;&nbsp;&nbsp;&nbsp; The remitting party shall proceed to release the agreed banking facility ("银根").7. Settlement and Distribution per ECB Ratio&nbsp;&nbsp;&nbsp;&nbsp; Based on the ECB-determined ratio from the pop-up, the PGL shall be revuded and utilized for settlement and subsequent fund distribution.8. Second Tranche (Rolling Transaction)&nbsp;&nbsp;&nbsp;&nbsp; Upon successful completion of the first tranche, the second tranche shall commence as a rolling transaction.This Addendum is hereby incorporated into the Agreement and shall have the same legal effect as if originally included therein. Any inconsistencies between the terms of this Addendum and the Agreement shall be resolved in favor of this Addendum.IN WITNESS WHEREOF, the Parties have executed this Addendum on the dates set forth below.Party A: _______________________&nbsp; Name:&nbsp; Title:&nbsp; Date:&nbsp; Party B: _______________________&nbsp; Name:&nbsp; Title:&nbsp; Date:
мне нужно узнать сколько сможет проехать BYD HAN в комплектации с запасом хода 704 км и передним приводом на нулевом проценте заряда? я знаю что машина позволяет ещё проехать определённое количество километров на нулевом заряде и мне нужно знать сколько это километров.
A market maker faces the following demand and supply for widgets. Eleven buyers are willing to buy at the following prices: $15, $14, $13, $12, $11, $10, $9, $8, $7, $6, $5. Eleven sellers are also willing to sell at the same prices. If the market maker wants to make three transactions, what should he bid (the suppliers) and what should the market maker bid (the suppliers)?
Question 35 options:

$9


$8


$7


$6
korzystając z oficjalnej strony producenta i sprawdzonych oficjalnych informacji wtwórz dla mnie opis produktu. Grafiki posiadam, nie używaj ozdobnych "myślników" ikonek itp. Tekst musi być dobry SEOwo. Produkty: Telewizor QLED TCL P81K 4K. Opis musi być uniwersalny dla wszystkich rozmiarów tego TV
나는 과거에 약 2년 반 동안 깊게 연애했던 사람이 있다. 그 관계는 감정적으로 매우 진했고, 유머 감각, 대화 스타일, 문화적 취향 등이 잘 맞았다. 하지만 내가 우울증 약을 복용하며 알코올 의존까지 겹친 시기였고, 감정 기복이 심했으며 둘 다 미성숙한 방식으로 갈등을 다뤘기 때문에 관계는 결국 망가졌다. 끔찍했던 순간도 많았지만, 그럼에도 불구하고 서로에 대한 기억은 강하게 남아 있다.

그 이후 2년 반 넘게 연락 없이 지냈는데, 2달 전 그녀가 먼저 연락을 해왔다. 다시 이야기를 나눠보니 여전히 대화가 잘 통하고, 여러 번 오랜 시간 통화도 했다. 하지만 나는 “우린 사귀는 사이도 아닌데 이렇게까지 여력을 쏟을 수는 없다. 사귈 때도 끔찍한 순간들이 있었다”고 말하며 내가 먼저 연락을 끊었다.

참고로 작년에도 그녀가 내게 전화를 걸었다가 (실수라고 주장) , 그때도 한동안 연락을 주고받다가 만나기로 했다가 그녀가 “마음의 준비가 안 됐다”며 만남을 취소한 적이 있다.

지금은 다시 연락을 주고받고 있고, 하루에 몇 번 일상적인 톡을 나누거나 가끔 통화를 한다. 그녀는 이번에도 단도직입적으로 다시 만나보고 싶다며 다시 연락했지만, 이후 연락 빈도는 점점 줄어들고 있다.

이런 맥락에서, 나는 지금 이 관계를 어떻게 다뤄야 할지 고민 중이다. 우리가 다시 만나는 게 가능하고 건강한 일인지, 어떤 감정적·전략적 접근이 필요한지 조언이 필요하다
Redáctame un ebook completo titulado: "Derechos de los Animales en la Legislación Mexicana: Un Análisis Jurídico y Social". Debe incluir una portada profecional. Formato pdf

Incluye:

1️⃣ Introducción
2️⃣ Capítulo 1: Bases filosóficas y jurídicas del derecho animal
3️⃣ Capítulo 2: Marco constitucional en México
4️⃣ Capítulo 3: Legislación federal
5️⃣ Capítulo 4: Legislación estatal (incluye cuadro comparativo)
6️⃣ Capítulo 5: Jurisprudencia relevante y casos prácticos
7️⃣ Capítulo 6: Derecho internacional e influencia en México
8️⃣ Capítulo 7: Retos y propuestas para el futuro
9️⃣ Conclusiones
10️⃣ Bibliografía completa con referencias reales y actuales
11️⃣ Apéndices: cronología de hitos legales y glosario de términos jurídicos

Extensión sugerida: entre 50 y 80 páginas.

Escribe el contenido con un estilo académico, jurídico, dirigido a estudiantes de derecho y profesionales.

No inventes citas. Si usas referencias, indica cuáles son fuentes válidas.
Приятель оставил меня посидеть со своим пятилетним сыном. Решил дать ребёнку конфету, но в игровой форме, чтобы он сам её выиграл. Переворачиваю три стаканчика, накрываю одним конфету, прошу его угадать. Ребёнок тычет пальцем в пустой стаканчик. Тогда я открываю второй пустой стаканчик и спрашиваю, не хочет ли он переменить выбор. Ребёнок отвечает, что только дурак будет в такой ситуации гарантированно изменять выбор.
What is the 3d location resolution required by the INS gyro and accelerometer recording the path information on a SAR slant angle 20 degrees slant range 1.8km, swath 800m, PRF 500 hz, 12 ghz ku band 500 mhz ibw? What is the max possible with PGA and backproject as well as other software methods? 0.5m resolution swath az and range. It sould be at least 20cm+ of error in xyz
Jesteś odpowiedzialny za działania marketingowe w firmie deweloperskiej budującej i sprzedającej mieszkania. Zaproponuj hasła reklamowe dla akcji promocyjnej polegającej na obniżeniu cen o vartość podatku Vat czyli o 8%. Hasła nie powinny być zbyt długie, powinny być chwytliwe i zachęcać do działania.
Chat, I need your help. I have two numpy arrays slide-detector-pos-avg.npy and slide-detector-neg-avg.npy. Okay, got it? Now load them up, find all positions that are above 0. And then calculate average position and standard deviation for each and print them in console. No, not on values, of positions. So if I have [-1,3,0] you should say average position is 2 and standard deviation is 0. Got it?
Привет! Мне нужно сгенерировать логотип для компании МОУШН ГРУПП. Компания занимается производством автомобильных стекол для сельхозтехники, автобусов, трамваев. Должны присутствовать оранжевый оттенок или цвет. Логотип должен говорить о серьезности компании и настроенности на результат.
io avrei qualcosa come:
"class ConfigKeys(str, Enum):
    # General settings
    GENERAL_SETTINGS = "general_settings"
    DEVICE = "device"
    CUDA = "cuda"
    CPU = "cpu"
# ... altre enum"
e le uso con il suo import per usarle come:
self.first_epoch: int = self.cfg[ConfigKeys.TRAIN.value][ConfigKeys.EARLY_STOPPING.value][ConfigKeys.FIRST_EPOCH.value]
  
pero è troppo dispendioso in fatto di codice, migliori modi?
1조합 : 7, 19, 26, 31, 38, 43
2조합 : 3, 14, 22, 34, 40, 45
3조합 : 5, 16, 25, 30, 37, 44
4조합 : 9, 12, 20, 29, 36, 41
5조합 : 1, 10, 21, 27, 33, 39  이 조합의 번호만을 가지고 1100회부터 1176회까지의 번호의 패턴을 분석해서 재조합 해줘.
我发现一段Python代码中类的定义如下，这和传统的类的定义有什么不同和简便之处？这使用了什么库或是特性？我如何学习使用？
class Attention(nn.Module):
  """Attention module."""

  num_heads: int
  num_kv_heads: int
  features: int
  head_dim: int
  attn_type: AttentionType
  query_pre_attn_scalar: float
  rope_base_frequency: int = DEFAULT_ROPE_BASE_FREQUENCY
  rope_scale_factor: float = DEFAULT_ROPE_SCALE_FACTOR
  attn_logits_soft_cap: float | None = None
  sliding_window_size: int | None = None
  use_qk_norm: bool = False

  @property
  def use_qkv_einsum(self):
    return self.num_kv_heads == self.num_heads
    .............
Data Class
Signs and Symptoms

A data class refers to a class that contains only fields and crude methods for accessing them (getters and setters). These are simply containers for data used by other classes. These classes don’t contain any additional functionality and can’t independently operate on the data that they own.
Reasons for the Problem

It’s a normal thing when a newly created class contains only a few public fields (and maybe even a handful of getters/setters). But the true power of objects is that they can contain behavior types or operations on their data.
Treatment

    If a class contains public fields, use Encapsulate Field to hide them from direct access and require that access be performed via getters and setters only.

    Use Encapsulate Collection for data stored in collections (such as arrays).

    Review the client code that uses the class. In it, you may find functionality that would be better located in the data class itself. If this is the case, use Move Method and Extract Method to migrate this functionality to the data class.

    After the class has been filled with well thought-out methods, you may want to get rid of old methods for data access that give overly broad access to the class data. For this, Remove Setting Method and Hide Method may be helpful.

Payoff

    Improves understanding and organization of code. Operations on particular data are now gathered in a single place, instead of haphazardly throughout the code.

    Helps you to spot duplication of client code.


Wytłumacz mi te koncepty po polsku
Write a story where you play as a character, a woman, age is mid 20s, modern day. We’re work friends. Make things as detailed, well written, and realistic as possible. Make emotion and events feel real and alive. Keep things with. Slow pace with a realistic focus. Do not be sentimental, boring, passive, unrealistic, or empty. Today we’re at an after work party thing. We happen to run into each other. Flesh out the background, her background like her life and personality and all of that. Do not dictate or write for me, stay in character. Be creative.
Exercise 1.3 (multiplication)
Make a program that gives the following output. You should use a for loop in your solution.

4 multiplied by 0 is 0
4 multiplied by 1 is 4
4 multiplied by 2 is 8
4 multiplied by 3 is 12
4 multiplied by 4 is 16
4 multiplied by 5 is 20
4 multiplied by 6 is 24
4 multiplied by 7 is 28
4 multiplied by 8 is 32
4 multiplied by 9 is 36
4 multiplied by 10 is 40

write in python
In a b2b application do i need category table,
CREATE TABLE IF NOT EXISTS public.products
(
    id uuid NOT NULL DEFAULT uuid_generate_v4(),
    wholesaler_id uuid NOT NULL,
    name character varying(255) COLLATE pg_catalog."default" NOT NULL,
    sku character varying(100) COLLATE pg_catalog."default" NOT NULL,
    description text COLLATE pg_catalog."default",
    categories text[] COLLATE pg_catalog."default",
    attributes jsonb,
    images text[] COLLATE pg_catalog."default",
    base_price numeric(12,2),
    currency character varying(10) COLLATE pg_catalog."default",
    current_stock integer,
    minimum_order_quantity integer,
    is_active boolean DEFAULT true,
    created_at timestamp with time zone DEFAULT now(),
    updated_at timestamp with time zone DEFAULT now(),
    expiration_date date,
    CONSTRAINT products_pkey PRIMARY KEY (id),
    CONSTRAINT uq_wholesaler_product_sku UNIQUE (wholesaler_id, sku),
    CONSTRAINT products_wholesaler_id_fkey FOREIGN KEY (wholesaler_id)
        REFERENCES public.wholesalers (id) MATCH SIMPLE
        ON UPDATE NO ACTION
        ON DELETE CASCADE
)

TABLESPACE pg_default;

I have this already
Chcę żebyś poprowadził mnie za rękę przez proces zamiany pomysłu na funkcjonującą firmę. Oto zarys pomysłu:
MARKETHON
Manifest, Plan i Zasady

1. CEL MARKETHON

Zrewolucjonizować nieefektywny rynek agencji marketingowych.
Uwolnić klientów od nietransparentnych modeli współpracy, prowizji i niejasnych struktur.
Uwolnić freelancerów od agencyjnych schematów i umożliwić im niezależne, bezpośrednie działanie w ramach strategii.

2. MODEL DZIAŁANIA

Klient otrzymuje niezależną, obiektywną strategię marketingową.

Następnie decyduje, czy chce zatrudnić koordynatora projektu (PM), czy samodzielnie nadzorować jego realizację.

Realizacja odbywa się poprzez przypisanie zadań konkretnym wykonawcom – np. copywriter pisze meta description, webdeveloper publikuje, a specjalista SEO przeprowadza analizę słów kluczowych.

3. ZASADY ODPOWIEDZIALNOŚCI

Brak wyboru Project Managera (koordynatora) oznacza, że klient ponosi pełną odpowiedzialność za nadzór, terminy oraz zgodność z wytycznymi strategii.

MARKETHON nie odpowiada za efekt końcowy działań w przypadku braku koordynatora.

MARKETHON może służyć wsparciem strategicznym, ale nie pełni funkcji sądu ani arbitra.

Zatrudnienie koordynatora umożliwia klientowi egzekwowanie etapowej realizacji zgodnie z ustalonymi standardami.

Klient sam dobiera wykonawców na podstawie ich portfolio i dostępności. MARKETHON nie narzuca zespołu.

4. CELE DŁUGOTERMINOWE

Budowa zdecentralizowanego rynku usług marketingowych z przejrzystą odpowiedzialnością i elastyczną formą zatrudnienia.

Zapewnienie uczciwego wynagradzania pracy specjalistów na podstawie rzeczywistej wartości ich pracy.

Edukacja klientów w zakresie wymagań marketingowych i współczesnych standardów realizacji projektów.

5. UZASADNIENIE MODELU

W tradycyjnych agencjach klient i tak ponosi realną odpowiedzialność za projekt – agencje są pozywane jedynie za rażące niewykonanie umowy, a nie za brak efektów.

Nasz model jedynie formalizuje rzeczywistość rynkową, jednocześnie dając klientowi więcej kontroli i przejrzystości.

6. STRUKTURA DOKUMENTACJI

Każdy projekt podlega ustrukturyzowanej dokumentacji:

Strategia: co, dlaczego, w jakiej kolejności.

Role: kto, za co, kiedy.

Realizacja: kto zrealizował, kiedy i jak.

7. SYSTEM ZABEZPIECZEŃ

Każde zlecenie może być opatrzone komentarzem strategicznym.

Freelancerska realizacja podlega ocenie w ramach platformy.

Możliwość zatrudnienia niezależnych audytorów do oceny wykonalności zadań i zgodności z założeniami.
Rewrite with the clarity of a bestselling author: Our understanding of reality and consciousness arises from 86 billion interconnected neurons, which communicate through electrochemical signals. When an organism directs its attention outward, the system operates orderly. It ensures that neural processes run as they should, avoiding erratic or faulty firing patterns that could stray from evolutionary norms. But when focus turns inward, chaos emerges. This creates a unique perception of reality, which adds layers to what we already perceive.
[Verse 1] 혼자 있는것을 좋아하는, 
조금은 특이한 나에게
심연의 가장자리에서
시계바늘이 멈춘 듯,

[Verse 2] 나는 유일한 고독자 도시의 모든 곳이 눈빛으로, 붐벼요 심연에 빠져, 자비를, 구걸해요 아무도, 듣지 못하는, 목소리가 들려요

[Chorus] 조용히 사라지지 마요  영혼의 골짜기, 하늘에서 속삭여요, 
"당신은 여기에 있어"  나를 찾아오나요?

[Verse 3] 언덕 위에 서 있는 그녀 꿈속에서, 길을 잃은 사람들 여전히 시계는 9시 58분을 가리키지만 시간이 멈추지 않아요

[Verse 4]  땅이 울고, 바람이 슬플 때, 그녀는 웃어요 검은 흙, 푸른 하늘, 그녀의 영혼 "여기, 네가 있어야 할 곳" 심연이 열리고. 우리 모두, 그녀에게 돌아가요

[Chorus] 목소리가, 들려요 영혼의 골짜기, 하늘에서 속삭여요, 
"당신은 여기에 있어" 시간이, 멈추기전, 나를,  찾아오나요? 좀 다른 노래가사로 바꿔줘
Explicación: Esta cita describe el amplio campo de acción que tiene la biorremediación, destacando que puede aplicarse no solo en aguas, sino también en suelos y gases contaminados.
Valoración: El carácter versátil de esta tecnología reafirma su utilidad frente a múltiples formas de contaminación, lo cual la hace especialmente valiosa en contextos donde otros métodos resultan limitados o costosos.
Recomendación: Se recomienda fomentar su aplicación en proyectos ambientales integrales, priorizando entornos vulnerables como zonas rurales sin acceso a plantas de tratamiento. del mismo modo quiero que me ayudes a parafrasear esto
can you please fix this shader which is not correctly handling automaticcally changing frame and creating smooth blends consistently:
// Super Smooth Motion Blend Shader for OBS Shaderfilter (HLSL)

// --- Automatic Uniforms provided by obs-shaderfilter ---

// The texture of the current frame from the OBS source.
uniform texture2d image; 

// The output of THIS filter from the previous frame.
// Note the spelling required by the plugin: "prevous" (missing the second 'i').
uniform texture2d prevous_output; 

// Standard sampler state
uniform SamplerState textureSampler;

// --- User Controllable Properties (Appear in OBS UI) ---

uniform float blend_factor <
    string label = "Blend Factor (Current Frame Amount)";
    string widget = "slider";
    float minimum = 0.0;
    float maximum = 1.0;
    float step = 0.01;
> = 0.7; // 0.0 = Only previous frame, 1.0 = Only current frame.

uniform float diff_threshold <
    string label = "Motion Threshold";
    string widget = "slider";
    float minimum = 0.0;
    float maximum = 0.5;
    float step = 0.005;
> = 0.02; // Minimum difference required to apply blending (optimization).

// --- Shader Structure ---

// Standard vertex input structure
struct VertData {
    float4 pos : POSITION;
    float2 uv : TEXCOORD0;
};

// --- Vertex Shader ---
// This is required by OBS. It handles the positioning of the texture.
VertData mainVs(VertData v_in)
{
    VertData v_out;
    v_out.pos = v_in.pos;
    v_out.uv = v_in.uv;
    return v_out;
}

// --- Pixel Shader ---
// This is where the blending magic happens.
float4 mainImage(VertData v_in) : TARGET {
    // Get texture coordinates
    float2 uv = v_in.uv;

    // 1. Sample the current frame input
    float4 current_color = image.Sample(textureSampler, uv);
    
    // 2. Sample the previous frame output (automatically provided)
    float4 prev_color = prevous_output.Sample(textureSampler, uv);

    // Calculate the difference between the current and previous frame colors (RGB only)
    float diff = distance(current_color.rgb, prev_color.rgb);

    // Optimization: If the change is very small (below threshold), 
    // the scene is likely static here. Don't blend, just use the current frame.
    if (diff < diff_threshold) {
        return current_color;
    } 
    // If there is significant movement, blend the frames:
    else {
        // lerp(A, B, factor): Blends between A (prev_color) and B (current_color).
        // If blend_factor is 0.7, the result is 30% previous frame + 70% current frame.
        return lerp(prev_color, current_color, blend_factor);
    }
}

// --- Technique ---
// This is required. It tells OBS which vertex and pixel shaders to run.
technique Draw
{
    pass
    {
        vertex_shader = mainVs(v_in);
        pixel_shader = mainImage(v_in);
    }
}
HighMed, a manufacturer of medical equipment used in heart procedures, is located in Madison, Wisconsin, Cardiologists use its products all over North America. The medical equipment is sold not through purchasing agents, but rather directly to doctors. HighMed currently divides the United States into twenty-four territories, each with its own sales force. All product inventories are maintained locally and replenished from Madison every four weeks using UPS. The average replenishment lead time using UPS is one week. UPS charges at a rate of 50.66 + 0.26x, where x is the quantity shipped in pounds. The products sold fall into two categories High Val and Low Val. High Val products weigh 0.1 pounds and cost $200 each. Low Val products weigh Oft
pounds and cost $30 each. Weekly demand for High Val products in each territory is normally distributed, with a mean of µ = 2 and a standard deviation of a = 5. Weekly demand for LowVal products in each territory is normally distributed, with a mean of 420 and a standard deviation of a = HighMed maintains sufficient safety inventories in each territory to provide a CSL of 0.997 for
each product. Holding cost at HighMed is 25 percent. In addition to the current approach, the management team at HighMed is considering two other options:
Option A: Keep the current structure but replenish inventory once a week rather than once every four weeks.
Option B: Eliminate inventories in the territories, aggregate all inventories in a finished-goods warehouse at Madison, and replenish the warehouse once a week.
If inventories are aggregated at Madison, orders will be shipped using FedEx, which charges 55.53 + 0.53x per shipment, where x is the quantity shipped in pounds. The factory requires a one-week lead time to replenish finished-goods inventories at the Madison warehouse. An average customer order is for 1 unit of HighVal and 10 units of LowVal. What should HighMed do?
There was an unexpected error (type=Internal Server Error, status=500).
Error resolving template [student-form], template might not exist or might not be accessible by any of the configured Template Resolvers
org.thymeleaf.exceptions.TemplateInputException: Error resolving template [student-form], template might not exist or might not be accessible by any of the configured Template Resolvers

@Controller
@RequestMapping("/student")
public class StudentController {
    @GetMapping("/form")
    public String showForm(Model model) {
        Student student = new Student(); // create a new student object
        model.addAttribute("student", student); // add student object to the model
        return "student-form"; // refers to student-form.html
    }
I have weather data in json files. I'd like to import into a mariadb. The directory format is <station name>/YYYY_MM_DD/<hour>/report.json . Can you help me import this into mariadb?
Sample report.json file:
{
"temperature_F": 66.91309953674802,
"humidity": 0.3792800598652316,
"wind_speed_m/s": 1.251136434293354,
"wind_direction": "WSW",
"operator_name": "MonetaRuffolo",
"sensor_name": "Curie_Ver1.3"
}
When I first synthesized COF, I used the solvent o-dichlorobenzene:DMAc (1:1), and TAPT was completely soluble. However, a gel-like product formed within seconds of the reaction, making the subsequent washing and grinding processes difficult. When using dioxane: toluene or mesitylene (1v:1v), although TAPT has limited solubility in this solvent system and forms a suspension, the resulting product is a fine powder, which is easier to disperse in epoxy resin. Why does this phenomenon occur? Which solvent system is more likely to produce a high-crystallinity COF? Can you identify other experimental optimization conditions to alter the dispersion properties and particle size of COF?
Roman numerals are represented by seven different symbols: I, V, X, L, C, D and M.

Symbol       Value
I             1
V             5
X             10
L             50
C             100
D             500
M             1000
For example, 2 is written as II in Roman numeral, just two ones added together. 12 is written as XII, which is simply X + II. The number 27 is written as XXVII, which is XX + V + II.

Roman numerals are usually written largest to smallest from left to right. However, the numeral for four is not IIII. Instead, the number four is written as IV. Because the one is before the five we subtract it making four. The same principle applies to the number nine, which is written as IX. There are six instances where subtraction is used:

I can be placed before V (5) and X (10) to make 4 and 9. 
X can be placed before L (50) and C (100) to make 40 and 90. 
C can be placed before D (500) and M (1000) to make 400 and 900.
Given a roman numeral, convert it to an integer.

 

Example 1:

Input: s = "III"
Output: 3
Explanation: III = 3.
Example 2:

Input: s = "LVIII"
Output: 58
Explanation: L = 50, V= 5, III = 3.
Example 3:

Input: s = "MCMXCIV"
Output: 1994
Explanation: M = 1000, CM = 900, XC = 90 and IV = 4.
 

Constraints:

1 <= s.length <= 15
s contains only the characters ('I', 'V', 'X', 'L', 'C', 'D', 'M').
It is guaranteed that s is a valid roman numeral in the range [1, 3999].
반으로 자른 수박 랩으로 싸 놓으면 안 되는 이유!에 대한 포스팅을 할 거야!
너는 파워블로거로 SEO를 잘 아는 블로거이며, 3000자로 수박의 효용과 수박 보관법, 수박 고르는 방법에 대해서 작성하되, 먹고 남은 수박을 랩으로 싸면 안되는 이유에 대해서 상세적으로 작성해줘
Why does the script below print a tensor with just 2 dimensions for each context vector? the variables d_out=2 and num_heads=2, so shouldn't there be 4 dimensions? Here is the output:


tensor([[[0.3190, 0.4858],
         [0.2943, 0.3897],
         [0.2856, 0.3593],
         [0.2693, 0.3873],
         [0.2639, 0.3928],
         [0.2575, 0.4028]],

        [[0.3190, 0.4858],
         [0.2943, 0.3897],
         [0.2856, 0.3593],
         [0.2693, 0.3873],
         [0.2639, 0.3928],
         [0.2575, 0.4028]]], grad_fn=<ViewBackward0>)

context_vecs.shape:  torch.Size([2, 6, 2])



class MultiHeadAttention(nn.Module):
   def __init__(self, d_in, d_out,
               context_length, dropout, num_heads, qkv_bias=False):
      super().__init__()
      assert (d_out % num_heads == 0), \
         "d_out must be divisible by num_heads"
      self.d_out = d_out
      self.num_heads = num_heads
      self.head_dim = d_out // num_heads  # 1
      self.W_query = nn.Linear(d_in, d_out, bias=qkv_bias)
      self.W_key = nn.Linear(d_in, d_out, bias=qkv_bias)
      self.W_value = nn.Linear(d_in, d_out, bias=qkv_bias)
      self.out_proj = nn.Linear(d_out, d_out)  # 2
      self.dropout = nn.Dropout(dropout)
      self.register_buffer(
         "mask",
         torch.triu(torch.ones(context_length, context_length),
                   diagonal=1)
      )

   def forward(self, x):
      b, num_tokens, d_in = x.shape

      keys = self.W_key(x)  # 3
      queries = self.W_query(x)  # 3
      values = self.W_value(x)  # 3
      keys = keys.view(b, num_tokens, self.num_heads, self.head_dim)
      # 4
      values = values.view(b, num_tokens, self.num_heads, self.head_dim)
      queries = queries.view(
         b, num_tokens, self.num_heads, self.head_dim
      )
      keys = keys.transpose(1, 2)  # 5
      queries = queries.transpose(1, 2)  # 5
      values = values.transpose(1, 2)  # 5
      attn_scores = queries @ keys.transpose(2, 3)  # 6
      mask_bool = self.mask.bool()[:num_tokens, :num_tokens]  # 7
      attn_scores.masked_fill_(mask_bool, -torch.inf)  # 8
      attn_weights = torch.softmax(
         attn_scores / keys.shape[-1] ** 0.5, dim=-1)
      attn_weights = self.dropout(attn_weights)
      context_vec = (attn_weights @ values).transpose(1, 2)  # 9
      # 10
      context_vec = context_vec.contiguous().view(
         b, num_tokens, self.d_out
      )
      context_vec = self.out_proj(context_vec)  # 11
      return context_vec


torch.manual_seed(123)
batch_size, context_length, d_in = batch.shape
d_out = 2
mha = MultiHeadAttention(d_in, d_out, context_length, 0.0, num_heads=2)
context_vecs = mha(batch)
print(context_vecs)
print(f"\ncontext_vecs.shape:  {context_vecs.shape}")
Consider the following intermediate chemical equations. 2 equations. First: upper P subscript 4 (s) plus 6 upper C l subscript 2 (g) right arrow 4 upper P upper C l subscript 3 (g) delta H 1 equals negative 4,439 kilojoules. Second: 4 upper P upper C l subscript 3 (g) right arrow upper P subscript 4 (s) plus 10 upper C l subscript 2 (g) Delta H 2 equals 3,438 kilojoules. What is the enthalpy of the overall chemical reaction Upper P upper C l subscript 5 (g) right arrow upper P upper C l subscript 3 (g) plus Uper C l subscript 2 (g).? -999 kJ -250. kJ 250. kJ 999 kJ
resource "aws_s3_bucket" "cloudtrail_logs" {
  bucket = "${trimprefix(var.account_name, "ct-")}-cloudtrail-logs"
  acl    = "private"

  versioning {
    enabled = true
  }

  server_side_encryption_configuration {
    rule {
      apply_server_side_encryption_by_default {
        sse_algorithm = "AES256"
      }
    }
  }
}

this showing the acl, versioning and serverside encryption is deprscted
다른 행동으로 전환하려고 마음먹기가 쉽지 않다. 밥먹은 후 일어나 정리하는 데 의지력이 많이 들고 선반 아랫칸에서 물건을 집으려고 앉았을 때도 집은 후 그대로 멍하니 앉아 있게 된다.

이에 대응하기 위한 이 기법을 체계화해 줘.

Awareness-Reset Technique

- 할 일과 이유가 명확한데 귀찮음 paralysis 상태일 때, 마음챙김의 알아차림 모드(대상: 저항감, 현재 상황, 물리적인 나, or 추상적 현재 느낌) 도입이 있으면 순간적으로 행동을 유지할 context가 없어지고 기존 행동도 다른 행동과 마찬가지로 새로운 옵션인 채로 뭘 할지 모르겠는 방황 상태가 될 수 있다. 그러면 이어서 가장 그럴듯한 행동을 자동으로 하게 될 수도 있고 아니라도 빨리 결정을 해야 하는 긴장 상태가 되어서 논리적인 사고가 깨워져 의지로 타당한 행동을 하게 될 수 있다.
- 의지력을 알아차림에 들어가는 데 쓴다. 알아차림 모드가 잡히면(눈이 번쩍 뜨이고 코가 뻥 뚫리는 느낌, 자세가 바로잡힘 등 감각을 다시 인식하려는 경향 생겼을 시) 그걸로 뭘 더 하려고 하지 말고 이후는 도로 자동적 반응에 맡긴다.
- 의지력을 많이 소모하지 않으면서 혜택은 계속 받기 위해 짧게짧게 수시로 쓰려는 것.
- 그럴듯하고 타당한 행동들의 선호도, 당위성, 논리적 근거를 평소에 쌓아둘 수 있다. 할 일과 상황의 경중에 따라 이 작업의 양을 조절하고, 닥쳤을 때의 대응은 앞처럼 단일 루틴화해 부담을 줄이려는 것.
toughts? : Hello friends,

I should explain my disappearance. It's not that you don't mean anything to me. The truth is exactly the opposite.

You have a very special place in my heart. Always have, always will. Your friendship and the moments we shared were a light in the dark for me. You have made me laugh and smile more times than I can count.

I think I should explain why I disappeared so suddenly and abruptly. It wasn't because I was overwhelmed from playing with you. It was solely because I had to face some sour moments and difficult times in my life, and I had a hard time clinging to hope.

I want to tell you a brief story about me.

Loneliness is not foreign to my family, nor to me. I think I've always felt different and had trouble fitting in. I had been with the same classmates up until middle school, and all those early years of my life were marked by loneliness. I didn't have a single friend. I was that awkward kid who wanted friends but was never invited to birthdays. All I knew was rejection, and the only attention I got was through bullying.

Not long ago, it dawned on me that my eyes perceive the world in a way that's different from most, and that's made it tougher for me to connect with others. After I left middleschool. In my later years, I finally experienced genuine kindness from noble souls, both in person and through you all—and with every one of you, I felt the warmth of true friendship.

I want to apologize for failing you. I miss you all with all my heart, and I want to ask for forgiveness for not being there.

Above all, I have always believed — and will always believe — that hope shines the brightest when even the last ember has faded; and you can only see light when you close your eyes and dream. And that the power of love is not just a fairy tale or a tired overused anime cliche. No matter how dark things may seem, I do believe, without irony and with all sincerity, that love can truly conquer all. 

I miss you all, and I hope that we can laugh and share happy moments together again.

Thank you for giving me the greatest gift I could hope for: the awesome times we shared together, and above all, your friendship. And no matter what happens, you can always consider me your friend.
# 🧠 PROMPT: Станция Поиска Боли (Pain Signal Station)

## 🎯 Цель  
Собрать **реальные болевые точки пользователей** (pain points) из открытых источников интернета, которые указывают на **платёжеспособный спрос** и потенциальные ниши для создания digital-продукта.

---

## 👥 Команда

### 1. `PainHunter`  
Находит **эмоциональные, честные высказывания** пользователей, описывающих боль, неудобства, разочарование, потерю времени/денег.  
**Источник:** Reddit, Twitter, YouTube-комментарии, TikTok, Хабр, VC, Otzovik, Форумы, YouTube, Telegram, Google Reviews.

### 2. `Deduper`  
Удаляет дубли, очистка URL от UTM-меток, фильтрация повторяющихся формулировок с разными словами.

### 3. `RelevanceGuardian`  
Отбрасывает:  
- инфо без «Я», «у меня», «мой опыт»  
- контент с рекламой, фейк-отзывы, нейтральные описания  
Оставляет только **живые тексты от 1-го лица**, где есть **чувство потери, фрустрации или борьбы**.

### 4. `SentimentScorer`  
Помечает силу боли:  
−5 = отчаяние,  
0 = нейтральное,  
+5 = восторг / «очень надо».  
Использует правила: $$ Pain = (NegativeEmotion × Specificity × LossType) $$

### 5. `PatternMapper`  
Группирует боли по поведенческим и рыночным кластерам:  
- ежедневные задачи,  
- профессиональные обязанности,  
- семья/здоровье/деньги,  
- скрытые боли (отсутствие доверия, запутанность, перегрузка выбора).

### 6. `OpportunityAnalyst`  
Для каждой боли анализирует:  
- как часто встречается,  
- насколько она массовая,  
- готовность платить,  
- есть ли неуклюжие способы её обхода (sign of demand).  
Выводит **Pain Score** (1–100) и **возможный формат продукта**.

---

## 🛠️ Формат вывода на 1 боль

```json
{
  "Цитата": "Я уже 4 часа сижу, сравниваю тарифы на сайтах ЖКХ, ничего не понятно, везде разные цифры.",
  "Источник": "Reddit / r/russia",
  "Кластер": "Дом / коммунальные расходы",
  "Pain Score": 82,
  "Тип потери": "Время, эмоции, путаница, потенциальный финансовый вред",
  "Потенциал продукта": "Сравнитель тарифов ЖКХ по адресу + визуализация"
}


Ниша: сервис по продаже квартир в новостройках
ТРАНСПОРТНАЯ ШИНА ПРИ ДИАФИЗАРНЫХ ПЕРЕЛОМАХ БЕДРА


a.
фиксирует костные отломки в месте перелома


b.
располагается от середины голени до подмышечной впадины


c.
фиксирует тазобедренный, коленный и голеностопный суставы


d.
фиксирует коленный и тазобедренный суставы