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Н Новости

Как я делаю нейромультик про Михалыча

У меня есть мультик про мебельщика Михалыча. Снят в жанре мокьюментари — как будто кто‑то пришел с камерой к небольшому производству и снял документалку про обычный рабочий день. Интервью на камеру, бытовые сцены, узнаваемые типажи. Только всё это нарисовано и анимировано нейросетями — без художника, без аниматора, без актеров.

Первую серию сделала, и вроде бы разобралась с процессом в целом. Но вторая оказалась сложнее, появился новый персонаж, сцены с двумя людьми в кадре, реквизит с текстом, который надо держать читаемым на протяжении всей анимации. Где‑то пришлось изобретать приёмы на ходу, где‑то переделывать по два‑три раза.

В этой статье — полный разбор второй серии по шагам: что делала, что не получилось сразу и как решала.

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Почему второй серии? Скажу так, в первой не было каких‑то сильно сложных и очень интересных моментов, про которые были бы интересно писать. А вот во второй серии как раз появились различные заморочки и нюансы.

Весь путь от сценария до готового видео — шесть шагов.

Шаг

Что происходит

Инструмент

1

Разбор сценария

Раскладываем сценарий по кадрам в таблицу

вручную + Claude

2

Промпты

Пишем текстовые описания для генерации картинок

Claude / GPT

3

Кадры

Генерируем статичные картинки

Sovetnik AI + GPT Image

4

Анимация

Оживляем картинки в видео

Sovetnik AI + Seedance

5

Озвучка

Записываем голоса, сводим звук

Sovetnik AI + tts (google)

6

Монтаж

Собираем финальное видео

CapCut

Серия 1
Серия 2, про которую идет речь в статье

Оглавление

Шаг 1. Разбор сценария по кадрам

Нейросеть не читает сценарий. Она принимает описание одного кадра и рисует его. Дашь ей страницу текста — нарисует что‑то одно из этой страницы, по своему выбору.

Поэтому сценарий нужно разобрать на отдельные кадры вручную. Каждый кадр — это максимально конкретный список: кто в кадре, где стоит, что делает, что говорит, кому говорит что лежит на столе, что прикручено к стенке. Не «герой приходит в офис», а «герой открывает дверь, камера снаружи, видно крыльцо и вывеску».

Побочный эффект этого шага — вылезают все дыры сценария. Когда начинаешь расписывать кадры, выясняется, что половина сцен не описана достаточно. Где именно стоит герой? Один или с кем‑то? Что за офис — советский, современный, маленький, большой? Сценарист это представил в голове, но не написал. Нейросеть не спросит — просто нарисует что‑нибудь своё.

Чем детальнее таблица на выходе этого шага, тем меньше переделок на всех следующих.

Вот и у нас сценарий — это просто текст. А нам нужен список конкретных кадров — что видно на экране, кто говорит, что говорит, сколько это займёт времени.

Делаю по порядку:

  1. Читаю сценарий новой серии целиком.

  2. Читаю сценарий предыдущей серии — чтобы новая выглядела продолжением, а не отдельной историей. Одежда персонажей, локации, мелкие детали должны совпадать.

  3. Разбиваю на кадры и свожу в таблицу: локация, кто в кадре, что происходит, реплики, реквизит, примерная длительность.

  4. Проверяю, у каких персонажей уже есть готовый дизайн, а каким нужно придумывать внешность с нуля.

Длительность кадров на этом шаге — это просто прикидка для планирования, а не финальная цифра.

b0d7d7a26e56187a911776a8cb55496c.jpg

Шаг 2. Промпты — описания для генерации

Промпт — это техническое задание для нейросети. Она делает ровно то, что написано. Не больше, не меньше, и без инициативы (иногда с ней, но это тоже не очень хорошо).

«Пожилой мужчина в свитере» — это миллион вариантов. Модель выберет наиболее статистически вероятный из своих обучающих данных. Скорее всего, получится что‑то вполне приличное и совершенно не то, что нужно. «Мужчина 55–65 лет, плотного телосложения, тёмно‑зелёный вязаный свитер поверх рубашки с воротником, очки в тонкой металлической оправе» — уже другое дело. Пространство для интерпретации схлопывается.

Еще одна проблема — противоречия внутри промпта. «Другой типаж, но похожий» — модель это прочитает и возьмёт «похожий» как основу, потому что «другой» слишком абстрактно. Если нужно, чтобы нос был короче и шире — пишешь именно это. Никаких сравнений, никаких метафор. Конкретные параметры, как в техническом описании детали.

Когда появляется новый персонаж

У нас во второй серии впервые в кадре появился Кузнецов — соседский конкурент Михалыча (в первой он только упоминался). Это значит, что есть своя «вселенная» — Михалыч, его коллега Палыч и новый персонаж должен в неё вписаться. Выглядеть так, будто его нарисовал тот же художник, в той же манере.

Для этого первым делом делаю не кадры с персонажем, а карточку персонажа (референс‑лист) — один лист с разными ракурсами и эмоциями: спереди, в профиль, крупный портрет, несколько подписанных эмоций.

Без карточки каждый кадр с персонажем рисуется «с нуля» и он будет чуть отличаться от кадра к кадру — то причёска другая, то черты лица сместились. Карточка — эталон, на который я указываю нейросети при генерации любого кадра с этим героем. Она держит персонажа консистентным и внутри серии, и между сериями.

Что пошло не так в первой итерации: я написала «такая же фактура и комплекция, как у Михалыча, но другой типаж». В результате лицо Кузнецова получилось почти как у Михалыча — отличались только очки и свитер. Слово «другой типаж» нейросеть восприняла не так буквально, как хотелось.

Это типичная часть процесса. Смотрю результат → вижу проблему → уточняю промпт. Во второй версии прямо прописала, чем должно отличаться лицо: форма, нос, подбородок, брови. После этого Кузнецов получился — узнаваемо «из той же вселенной» по стилю рисовки, но явно другим человеком.

Сначала персонаж был слишком похож
Сначала персонаж был слишком похож
Вот как выглядели обе версии промпта:

БЫЛО (v1):

«Персонаж: Виталий Сергеевич Кузнецов, мужчина 55–65 лет, такая же возрастная фактура и комплекция, как у Михалыча (плотный, седой), но другой типаж — без бороды, чисто выбрит или с короткой щетиной. Очки в тонкой металлической оправе. Свитер (тёмно‑зелёный или бордовый, вязаный) надет поверх рубашки с воротником. Взгляд спокойный, рассудительный, без понтов — скорее „учитель труда на пенсии“, чем „производственник“. Седые волосы, аккуратная стрижка.»

СТАЛО (v2):

«Персонаж: Виталий Сергеевич Кузнецов, мужчина 55–65 лет, плотного телосложения, седой. ВАЖНО — лицо должно быть ОТЧЁТЛИВО другим, не повторять черты другого персонажа сериала (Михалыча): более округлое лицо (не вытянутое), нос короче и шире, подбородок мягче и без квадратной челюсти, лоб выше, брови светлее и реже. Без бороды, чисто выбрит или с короткой щетиной. Очки в тонкой металлической оправе. Свитер (тёмно‑зелёный или бордовый, вязаный) надет поверх рубашки с воротником. Взгляд спокойный, рассудительный, без понтов — скорее „учитель труда на пенсии“, чем „производственник“. Седые волосы, аккуратная стрижка, чуть гуще на висках.»

Карточка персонажа Кузнецова — одобренная версия
Карточка персонажа Кузнецова — одобренная версия

Когда карточка готова

Дальше пишу промпт на каждый конкретный кадр из таблицы шага 1 — по одному за раз, с опорой на уже зафиксированную карточку персонажа.

Шаг 3. Статичные кадры

Статичная картинка — это основа, с которой работает анимационная модель. Что есть на входе, то и оживляется.

Если текст на реквизите чуть размыт на картинке — в анимации он расплывется до нечитаемости. Если пропорции лица немного не те — в движении это станет заметнее. Анимационные модели не исправляют дефекты статики, а наследуют и усиливают.

Отдельная тема — консистентность персонажей. В серии может быть 30–40 кадров. Нейросеть не помнит, что рисовала в предыдущий раз и каждый новый запрос — с чистого листа. Без референсов персонаж от кадра к кадру начинает «дрейфовать»: чуть другой нос, чуть другие брови, в какой‑то момент это уже другой человек. Референс‑лист — изображение с разными ракурсами и эмоциями персонажа — решает эту проблему. Прикладываешь к каждому промпту, и модель держится за него как за эталон.

Готовые промпты прогоняю через GPT Image.

Если в кадре есть читаемый текст на реквизите (например, надпись «Михалыч‑Мебель» на кепке) — кроме общего кадра прикладываю отдельные референсы крупным планом, каждый объект с текстом отдельно. Без этого буквы при генерации часто искажаются или «плывут». С крупным референсом текст получается чётким. Теперь делаю так для любого кадра с текстом на реквизите.

6d9211369352a1c61e6af94d384e3e89.jpg

Если в кадре два персонажа и они должны встретиться (Михалыч и Кузнецов у входа в мастерскую) — картинку собираю по частям: сначала отдельный кадр для каждого персонажа в начальной позе, затем отдельным промптом — кадр, где они уже вместе в одной локации.

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Заметила вот что. При генерации референса локации без персонажей полезно приложить уже одобренный кадр с персонажем в этой же стилистике. Нейросети легче «зацепиться» за художественный стиль, и результат получается более похожим на остальные кадры серии.

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Для нового реквизита (диск‑тренажёр «Грация» в подсобке Кузнецова) в референс кладу не только текстовое описание, но и реальное фото самого предмета. Нейросеть точнее повторяет конкретный физический объект — форму, надписи, потёртости — чем рисует его с нуля по словам.

2fa7f486947dea6fd656ed05f2d13845.jpg

Если в кадре с мелким реквизитом нет человека рядом, размер нужно прописывать явным сравнением: «диаметр чуть больше футбольного мяча, на него должны помещаться две стопы человека». Без этого предмет может получиться непропорционально крупным.

Шаг 4. Анимация

Анимационная модель видит один кадр и один промпт. Больше ничего. Она не знает, что было до и что будет после.

Это значит, что связность серии — ваша ответственность, а не модели. Если в одном клипе у героя дневной свет, в следующем — вечерний, а в третьем снова дневной, смонтировать это в единую сцену без заметного шва не получится. Формат, освещение, соотношение сторон — всё это нужно держать одинаковым на всех клипах серии с самого начала.

Отдельно про речь. Большинство анимационных моделей плохо работают с кириллицей, персонаж шевелит губами, но произносит что‑то приблизительно похожее на текст, не совпадающее с ним. Поэтому голос добавляется отдельно, а в анимации реплика в промпте нужна только как ориентир — чтобы модель понимала ритм и длительность речи в кадре.

Я статичные картинки оживляю в Seedance. Ограничение инструмента: не больше 15 секунд на один клип. Поэтому ещё на шаге 1, прикидывая длительность кадров, сразу проверяю, не упрется ли какой‑то кадр в этот лимит.

В промпте для Seedance указываю точную длительность клипа в секундах — конкретное число в выпадающем меню. Реплику персонажа из сценария всё равно вписываю в промпт, но как ориентир для движения губ, а не для точной липсинхронизации: Seedance плохо справляется с русским текстом. Персонаж просто шевелит губами — настоящий голос добавляется позже на шаге озвучки.

Если в кадре есть текст на реквизите — прикладываю те же крупные референсы, что и на шаге 3.

Сама генерация видео проходит внутри Sovetnik AI: захожу в раздел «Видео», выбираю модель Seedance. Картинку для анимации беру прямо из библиотеки (если уже сохраняла её туда после генерации в GPT Image) — так быстрее, файл уже на сервисе. Прикладываю только те референсы, где в кадре реально есть нужный текст — если на каком‑то предмете текст и так не считывался на статичной картинке, его крупный план для анимации прикладывать смысла нет.

Параметры перед запуском такие: длительность в секундах (то же число, что и в промпте), соотношение сторон 9:16 — важно держать его одинаковым на всех клипах серии, иначе видео не склеится аккуратно на монтаже. Качество — среднее или высокое («профи»; на низком будут видны артефакты). Звук включен.

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Удобный приём: новый клип создаю не с нуля, а дублирую настройки старого видео в Sovetnik AI (значок «двойной квадрат») — модель, соотношение сторон, звук и качество уже стоят нужные, остаётся поменять промпт и длительность.

Диалоговая сцена с двумя персонажами

Для клипа с двумя персонажами и текстом на реквизите пробовала режим Seedance «начальный кадр → конечный кадр», но в этом режиме нельзя приложить дополнительные референсы, а без крупного плана кепки текст на ней «едет». Поэтому генерировала через обычный режим (один кадр + референсы), приложив четыре референса: крупный план кепки, референс‑лист Кузнецова и две готовые статичные картинки — Михалыч у машины и оба персонажа вместе на крыльце.

Для диалоговой сцены (чаепитие у Кузнецова) попробовала менять ракурс внутри одного клипа: камера плавно переходит на того, кто говорит, а в ключевые моменты — на общий план. Это снижает риск артефактов от длинного непрерывного плана и облегчает нарезку на монтаже. В промпт на каждую реплику добавляла эмоцию (лёгкая хитрая улыбка, смущение, наигранная сосредоточенность) — без переигрывания.

Вот полный промпт этой сцены:

Стиль: чистая иллюстрация с чёткой чёрной обводкой, тёплая полу‑реалистичная мультяшная манера, выразительные брови и морщины, плоская заливка с лёгкой тенью, приземлённая тёплая палитра (охра, коричневый, оливковый, бежевый, серый). Вертикальный формат 9:16.

Михалыч, мужчина 55–65 лет, среднего телосложения, в потёртой клетчатой рубашке и кепке с надписью «Михалыч‑Мебель» (текст крупный, чёткий, тёмный/чёрный шрифт), седая щетина, морщины, добродушное выражение лица.

Кузнецов, Виталий Сергеевич, мужчина 55–65 лет, плотного телосложения, седой. Лицо отчётливо другое, не как у Михалыча: более округлое, нос короче и шире, подбородок мягче, без квадратной челюсти, лоб выше, брови светлее и реже. Без бороды, чисто выбрит или с короткой щетиной. Очки в тонкой металлической оправе. Свитер тёмно‑зелёный или бордовый, вязаный, надет поверх рубашки с воротником.

Сцена происходит в офисе Кузнецова, оба сидят за столиком друг напротив друга. Камера спокойно, без резких монтажных эффектов, переходит между планами в зависимости от того, кто говорит — как будто оператор сам плавно поворачивается, никакой жёсткой динамики.

Часть 1 — план на Кузнецова (он в кадре крупнее, Михалыч частично виден): Кузнецов наливает чай из заварочного чайника, смотрит на Михалыча с лёгким прищуром и едва заметной хитрой улыбкой:

КУЗНЕЦОВ: Ну как сам? Как Палыч?

Часть 2 — план переходит на Михалыча (он крупнее в кадре, Кузнецов частично виден): Михалыч сначала чуть смущён, отводит взгляд в сторону, едва заметно почёсывает щёку, потом становится увереннее, чуть наклоняется вперёд, по‑деловому:

МИХАЛЫЧ: Нормально. Я что хотел... насчёт ЛДСП.

МИХАЛЫЧ: Думал, может, на общий заказ выйдем. Я тонну беру, ты сколько?

Часть 3 — план снова переходит на Кузнецова: он доволен, с лёгким смешком в уголках губ, чуть кивает:

КУЗНЕЦОВ: Полторы. Можем сложиться.

Часть 4 — план переходит на общий, оба вместе в кадре: Михалыч доволен, с лёгким удовлетворённым кивком говорит «Угу», затем берёт ложку и неторопливо помешивает чай — с забавной преувеличенной сосредоточенностью на этом простом деле, чуть сведённые брови. Кузнецов наблюдает за ним с едва заметной усмешкой, молча, про себя посмеиваясь над этой серьёзностью.

МИХАЛЫЧ: Угу.

Все переходы между планами плавные, без рывков и спецэффектов. Эмоции живые, чуть тёплые и забавные, но не карикатурные — спокойный, дружеский диалог. Тёплый дневной свет.

Длительность: 14 секунд. Звук включен (естественные звуки чашек, ложки, без музыки).

Два жанровых регистра внутри одной серии

Сцены в подсобке и кадр с возвращением к машине — «комическое разоблачение», где зритель видит нелепость раньше, чем герой её осознает. Там у Михалыча тон сдержанный: короткие реплики, паузы, без явной мимики.

Кадр 10 — сольный монолог‑интервью Михалыча на фоне стены офиса, документальный жанр. Там нужна явная мимика и жест на каждую смысловую реплику, иначе монолог выглядит безжизненным.

Это два разных регистра, и промпт на эмоции нужно писать под конкретную сцену, а не одинаково для всех кадров.

Вот промпт для сцены в подсобке:

Стиль: чистая иллюстрация с чёткой чёрной обводкой, тёплая полу‑реалистичная мультяшная манера, выразительные брови и морщины, плоская заливка с лёгкой тенью, приземлённая тёплая палитра (охра, коричневый, оливковый, бежевый, серый). Вертикальный формат 9:16.

Михалыч, мужчина 55–65 лет, среднего телосложения, в потёртой клетчатой рубашке и кепке с надписью «Михалыч‑Мебель» (текст крупный, чёткий, тёмный/чёрный шрифт), седая щетина, морщины, добродушное выражение лица.

Кузнецов, Виталий Сергеевич, мужчина 55–65 лет, плотного телосложения, седой, лицо округлое, нос короче и шире, подбородок мягче, без квадратной челюсти, лоб выше, брови светлее и реже, без бороды или с короткой щетиной, очки в тонкой металлической оправе, тёмно‑зелёный или бордовый вязаный свитер поверх рубашки с воротником.

Сцена: маленькая бытовая подсобка — голые стены, тусклая лампочка, полки с банками и коробками, на стене лист белого ватмана на кнопках, рядом штатив со смартфоном. На полу диск‑тренажёр «Грация» (металлический, потёртый, с читаемыми надписями БОДРОСТЬ • ЗДОРОВЬЕ • ЛОВКОСТЬ • ГРАЦИЯ), размером чуть больше футбольного мяча — на него помещаются две стопы человека

Действие: Кузнецов открывает дверь, заходит первым, отступает в сторону. Михалыч заходит за ним и останавливается, обводит комнату взглядом. Камера короткими спокойными переходами (без резких склеек) выхватывает крупным планом детали: кнопки на ватмане, ножки штатива, потёртую поверхность диска. Михалыч молча чешет бороду, лицо сосредоточенно‑растерянное, без слов и лишней мимики.

Затем Кузнецов подходит к диску, наклоняется, кладёт руку на край и слегка прокручивает его — диск заметно делает пару оборотов. Спокойным ровным голосом, без позы, с реальными паузами между фразами:

«Ставлю тумбу на диск. (пауза) Запускаю. (пауза) Айфоном минуту снимаю. (пауза) Готово видео на сайт.»

Лицо ровное, деловое, без суетливой мимики и улыбок.

Камера на время реплики — на Кузнецове и его руке на диске. Клип заканчивается общим планом: оба в кадре, Михалыч переводит взгляд с конструкции на Кузнецова.

Ещё несколько приемов из этой серии

Немая реакция на реквизит. Камера в клипе ненадолго уходит крупным планом на сам предмет (например, на диск тренажёра), пока персонаж молчит. Читается как реакция без единого слова и не требует анимации лица в этот момент.

Физическое действие синхронно с репликой. персонаж показывает, как работает реквизит, именно в момент, когда о нём говорит. В промпте это нужно прописывать как одно синхронное действие — «на слове "вот так" - крутит диск», а не отдельно жест и отдельно реплику.

Если генерация не получается целиком. Не обязательно перегенерировать клип с нуля. На последнем кадре в подсобке промпт не дал ни одного рабочего видео целиком, но из двух разных генераций получилось взять рабочий первый кусок из одной и второй кусок из другой и склеить их в CapCut. Сэкономило и лимиты, и время.

Шаг 5. Озвучка

Синтез речи по умолчанию даёт ровный нейтральный голос без пауз и интонаций. Диктор, читающий инструкцию к стиральной машине. Чтобы персонаж звучал как человек, нужно управлять этим вручную — тегами эмоций и пауз прямо внутри текста реплики. Не описанием того, каким должен быть голос в целом, а конкретными метками в конкретных местах.

Есть ещё проблема стабильности. Если генерировать реплики по одной, голос будет чуть плавать. Разный темп, разная интонационная база, разный характер от генерации к генерации. Тот же персонаж в разных сценах начинает звучать как разные люди. Решение простое, все реплики одного персонажа за всю серию — одним треком подряд. Модель держит единый голосовой профиль от первой реплики до последней. Потом этот трек нарезается на монтаже.

Каждая реплика собирается из двух полей.

«Промпт речи» — сам текст реплики на русском, и прямо внутри него по тексту вставляются английские теги в квадратных скобках: эмоция (например, [calm] или [thoughtful]) и длина паузы в нужном месте ([short pause], [medium pause] или [long pause]).

«Стиль речи» — отдельное поле с общим описанием голоса персонажа на английском (тембр, темп, манера), которое не меняется от реплики к реплике.

Голос подбирается под персонажа: у Михалыча — Enceladus, у Кузнецова — Algieba. Язык в настройках — ru‑RU, даже при английских тегах внутри текста.

Реплики каждого персонажа записываю не по одной, а одним сплошным треком — сразу все его реплики по всей серии подряд, в порядке сценария. Так платформа держит стабильный голос и интонацию на всём протяжении серии. На отрезки под конкретные кадры трек режу уже на монтаже.

f9570007be9cc4d5382acb778daeae3a.jpgВот полные промпты для обоих персонажей:

Михалыч — промпт речи:

[muttering, under breath] По‑соседски заехать. [short pause] По‑соседски. [long pause] [cheerful, open] Здорово, Виталь Сергеич. [short pause] [calm] Тут я, по‑соседски... [long pause] [calm] Нормально. [short pause] [thoughtful] Я что хотел... [short pause] насчёт ЛДСП. [medium pause] [matter‑of‑fact] Думал, может, на общий заказ выйдем. [short pause] Я тонну беру, ты сколько? [medium pause] [indifferent] Угу. [long pause] [hesitant] Виталь... [short pause] ещё хотел спросить. [short pause] У тебя на сайте... [long pause] [confused] А я думал... [short pause] это, ну... [short pause] нейросеть. [long pause] [thoughtful] Виталь говорит — нейросеть не нужна. [long pause] [uncertain] Может, и не нужна. [long pause] [delighted] А может, и нужна!

Михалыч — стиль речи:

Calm, terse man in his late 50s-60s, owner of a small furniture workshop. Speaks in short, plain phrases with real pauses — not theatrical, not animated. Normal conversational volume at all times — never whispering, never hushed, never sounding like he's sharing a secret. Slightly gruff most of the time, practical, not used to talking much. On the few clearly positive beats (a greeting, a happy realization) his tone should brighten audibly — open and cheerful, not soft or sultry — still brief and unfussy, just lighter and happier in pitch.

Кузнецов — промпт речи:

[warm, surprised] О, Михалыч! [short pause] Какими судьбами? [long pause] [hospitable] Заходи давай. [short pause] Чайник как раз закипел. [long pause] [friendly] Ну как сам? [short pause] Как Палыч? [long pause] [matter‑of‑fact] Полторы. [short pause] Можем сложиться. [long pause] [curious] Тумба? [medium pause] [calm] А, это. [short pause] Пошли покажу. [long pause] [calm, plain] Ставлю тумбу на диск. [short pause] Запускаю. [short pause] Айфоном минуту снимаю. [short pause] Готово видео на сайт. [long pause] [amused, warm chuckle] Михалыч, какая нейросеть. [short pause] Ты что, в самом деле.

Кузнецов — стиль речи:

Calm, polite, slightly soft‑spoken man in his late 50s-60s — more refined and gentle than a typical factory worker, closer to a retired schoolteacher. Measured pace, warm hospitable tone, never raises his voice. Speaks plainly and practically, without pretension. Light, good‑natured chuckle when amused — never mocking.

Шаг 6. Монтаж и передача

Далее финальную сборку видео делаем в CapCut. Тут работа именно нейросети заканчивается, поэтому и я свой рассказ на этом закончу.

Удивительно, что вторая серия заняла примерно столько же времени, сколько первая. Казалось бы, уже натренировались и знаем процесс. Но новый персонаж, первая диалоговая сцена с двумя людьми в кадре, реквизит с текстом — каждая из этих вещей потребовала своего решения, которого в первый раз просто не было.

Большинство приемов из этой статьи — не придуманные заранее способы реализации, а найденные в процессе. Карточка персонажа как эталон, крупный план реквизита для защиты текста, склейка двух неудачных генераций в одну рабочую. Это всё появилось потому, что первый вариант не сработал.

Судя по всему, каждая серия добавляет в копилку два‑три новых приёма. Посмотрим, какие челленджи будут в третьей.

Источник

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  • 26.06.26 01:04 robertalfred175

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  • 07.07.26 18:00 robertalfred175

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  • 07.07.26 18:01 robertalfred175

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  • 09.07.26 19:06 Toivo Walli

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  • 16.07.26 21:38 patricialovick86

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  • 16.07.26 21:38 patricialovick86

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  • 18.07.26 23:51 bernalzenaida

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  • 30.07.26 00:04 Ahmed

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  • 04.08.26 11:05 Kisnoles

    Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.

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  • 23.08.26 20:02 leslieyee

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  • 01.09.26 11:16 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 01.09.26 11:16 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 01.09.26 17:34 Garry42

    Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.

  • 01.09.26 17:34 Garry42

    Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.

  • 02.09.26 03:43 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 02.09.26 03:43 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 04.09.26 21:51 Kovengray

    Recovering your lost investment funds as the case might be, is not what you can do alone, you’d require the service of a trained recovery specialist. A recovery specialist is a person or a group of people who are well equipped to work around the brokerage network. They have vast knowledge about the whole network and have the right software and private keys to follow any transaction. I was ripped off trading online to an investment broker, good thing I got every penny back through the help of Gavin ray he’s a genius Contact : Gavinray78 at gmail com or WhatsApp +1 352 322 2096 It is also important to be patient and really calm during the process.

  • 05.09.26 21:38 [email protected]

    I invested 45,000  Euro, and later aggreviated to 198,000 Euro.  I requested  to place ‎Withdrawal of my funds to be paid to my Bank account. But nothing happened I was subjected to pay more fee until I can get my funds on my account, i got in touch with Theodore ryan here on this platform who had helped a lot of people, I followed all instructions and he legally got back my withheld funds, I got threatened by the company that if I don’t pay they will get my account frozen, all thanks to Theodore ryan and I highly recommend him to anyone dealing with an unregulated broker company… contact him on his Gmail - theodoreryan318@  gmail .  com

  • 09.09.26 21:31 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 09.09.26 21:31 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 09.09.26 23:22 Fraddy Pual

    Hearing that these individuals are focusing on other people makes me very sad. I had a similar situation with them and lost a lot of money, but after learning about (Cruxcipherteam @ proton DoT me), whataqq:+168160-15021, telegram: @Cruxcipherteam I was able to get my money back. It's critical that we all be watchful and keep reporting these occurrences.

  • 11.09.26 03:23 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 11.09.26 03:23 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 15.09.26 03:35 elioduncan

    I fell victim to a freelance web development contract scam that ultimately cost me CAD 4,000. It all started when I came across a job posting on Indeed Canada, a popular online job portal. The position seemed perfect: a freelance web developer role for an established company looking for someone to design and build a fully functional e-commerce website. The job promised a high payment of CAD 20,000 upon successful completion, which sounded like a great opportunity for me to gain experience and earn decent pay.The employer, who introduced himself as a project manager from a "well-known" tech company, was very persuasive and professional in our initial communication. He explained that the project involved developing a user-friendly, responsive online store for their client and that they had a strict timeline to meet. He assured me that the payment would be made promptly after completing the tasks. However, before starting the work, he told me that I would need to pay an upfront fee of CAD 4,000 to cover certain software tools and licensing fees required for the project. This was supposedly a part of their company policy for freelance contractors, ensuring access to their premium resources. The idea of working on a professional project, coupled with the promise of a substantial payout, convinced me to pay the upfront fee.As soon as I made the payment, the project manager became increasingly difficult to reach. He initially responded to my emails and provided some vague instructions on what the project would entail, but as time went on, communication slowed to a complete halt. I never received the required tools or any proper project details. My emails went unanswered, and any attempts to contact the company were met with silence. After waiting for weeks, I realized that I had been scammed.Desperate to recover my money, I turned to TechY Force Cyber Retrieval, a service that specializes in helping victims of online scams. They helped me track the payment and took legal steps to pursue the fraudsters. Through their guidance, I was able to recover the full CAD 4,000. TechY Force Cyber Retrieval worked with my bank to reverse the transaction and liaised with the authorities to trace the scammer's details.This was a hard lesson, and I now know to be highly cautious about online job offers that require upfront payments. It is crucial to research companies thoroughly and avoid any job that seems too good to be true, especially when it involves paying money upfront. WhatsApp https://wa.link/2x6ktp Mail. [email protected]

  • 15.09.26 15:45 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.09.26 15:45 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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