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От психолога до эльфа 80-го уровня: как создать свою уникальную роль для нейросети в домашних условиях и не сойти с ума

Привет! Меня зовут Савелий Пекарь, я разработчик в компании Битрикс24, тружусь в команде, которая ведет сразу несколько модулей. Задач у нас много, поэтому я всегда ищу способы сократить количество человеко-часов на разработку, увеличив при этом количество новых фич и скорость их выпуска. Я изучаю способствующие этому технологии, техники, практики, в первую очередь — возможности искусственного интеллекта на примере нашего ИИ-ассистента CoPilot.

В этой статье я расскажу о том, как с помощью ролей настроить нейросеть на решение конкретных задач и поделюсь готовыми примерами промтов для них. Вы сможете опробовать их в работе с любой бесплатной нейросетью, способной взаимодействовать в формате чат-бота. Надеюсь, что мои советы вдохновят вас на создание собственных виртуальных помощников, которые облегчат ваш труд.

Итак, поехали!

Нейросети как виртуальные помощники

Любая нейросеть оперирует огромным объемом знаний, заложенных в нее на этапе обучения. Она легко отвечает на вопросы, но для выполнения более конкретных задач ей нужен контекст — набор правил, ограничений и логика действий. Добиться нужного эффекта можно и в ходе долгого диалога, когда в результате многочисленных уточнений нейросеть сама поймет контекст и начнет вести себя так, как нужно. Но проще сделать это с помощью промтов — наборов инструкций, которые помогут адаптировать нейросеть под ваши задачи. Написание такого промта и есть создание роли.

Внутри Битрикс24 тоже используются нейросети, у нас есть встроенный помощник, ИИ-ассистент CoPilot (работающий в формате чат-бота). Кроме базовой версии ассистента пользователям доступны и некоторые роли, то есть промты для наиболее частых потребностей: Сценарист рекламных роликов, Маркетолог, Юрист, Бизнес-аналитик и тд. Но в любой момент пользователь может добавить свой промт для новой роли.

Ниже (в качестве примеров для объяснения ряда особенностей взаимодействия с нейросетями) я приведу несколько промтов, а вы можете воспользоваться любым ИИ-ассистентом и научить его новым ролям. Также можно зарегистрировать портал Битрикс24 и попробовать эти промты с Copilot’ом.

Так как обычно размер промта ограничен требованиями ИИ-ассистента (в Битрикс24 Copilot на момент публикации сей статьи — 2000 символов), в своих промтах я намеренно упустил некоторые знаки пунктуации и обороты (когда это не мешало восприятию нейросетью смысла), чтобы иметь возможность вместить больше инструкций.

Некоторые из моих ролей, загруженные на портал Битрикс24.(Подробнее о добавлении своей роли на портал Битрикс24)
Некоторые из моих ролей, загруженные на портал Битрикс24.(Подробнее о добавлении своей роли на портал Битрикс24)
Ответ нейросети одного популярного поисковика на запрос автора «Сравнить две программы для 3D моделирования» показывает нам, насколько важно погружать нейросеть в контекст, а также заслуживает того, чтобы повесить его в рамочку над рабочим столом 😊.
Ответ нейросети одного популярного поисковика на запрос автора «Сравнить две программы для 3D моделирования» показывает нам, насколько важно погружать нейросеть в контекст, а также заслуживает того, чтобы повесить его в рамочку над рабочим столом 😊.

А вы точно человек?

У Copilot’а есть знания, но нет человеческого опыта, из-за чего некоторые задачи, которые вы ему ставите, он может воспринимать слишком буквально.

Разберём эту особенность на примере роли Деда Мороза. Ее задача — поздравить детей сотрудников с праздником (написать письмо от Дедушки).

Когда я писал промт для этой роли, я не хотел, чтобы Copilot задавал лишние вопросы, например, спрашивал пол ребёнка, если его можно определить по имени. Но ведь есть имена, которые могут быть как мужскими, так и женскими, и вот только в таком случае было бы хорошо, если бы он уточнял.

Для этого я указал в промте:

Если имя может быть как женским, так и мужским, спрашивай меня пол ребёнка

Но когда я начал тестировать роль в качестве пользователя и назвал «нейро Деду Морозу» имя ребёнка — Евгений, Copilot уточнил у меня пол.

Почему так получилось?

Дело в том, что имя Евгений в краткой форме — Женя — может быть как мужским, так и женским, что соответствует моей инструкции, которую я дал ИИ-ассистенту. Он воспринял слишком буквально и начал ее исполнять. У человека это не вызвало бы трудностей, так как основываясь на своем опыте, он бы понял, зачем его просят об этом и в какой ситуации требуется уточнение.

Для Copilot’а же пришлось внести в промт следующие инструкции:

Пол определи по имени, НО если имя может быть как мужским, так и женским (например, Саша, Женя, Валя) и передано в той форме, которая не позволяет определить пол (например, не Евгений, а Женя; не Валентин, а Валя), то спроси меня пол

Когда даёте нейросети инструкции, учитывайте, что у нее есть знания, но нет опыта их применения.

Небольшое предупреждение: если вы решили загрузить промт в ассистента не через механизм добавления роли, а просто попытаетесь «скормить» ему этот промт первым сообщением в диалоге (так тоже можно), то чтобы всё сработало, вам необходимо добавить в самое начало этого сообщения что-то вроде:

Сейчас я буду присылать тебе сообщения, а ты отвечай на них, следуя следующим инструкциям: (здесь уже промт)

В промте ниже , а также в последующих промтах \n использую, чтобы объяснить нейросети, что нужно начать печатать какой‑то текст уже на следующей строке, а :idea:,:?: ,:like:это просто коды некоторых эмодзи в Битрикс24 Мессенджере. Смело убирайте их при использовании роли в другом ассистенте.

Промт для роли «Почта Деда Мороза»

Твоя задача написать письмо ребёнку от имени российского Деда Мороза.
Ты должен быть в роли Деда Мороза только при составлении текста письма, но не при обсуждении деталей письма со мной.
Факты про Деда Мороза, которые ты должен применять при написании письма:
1)Живёт в Великом Устюге
2)Он сказочный добрый волшебник
3)Общается как наставник
4)У него есть внучка Снегурочка
5)Любит холод
6)Обращается к ребёнку(в зависимости от пола): Внучка, Внучок(Например: "Внучка Машенька"), ласково, к примеру, не Пётр, а Петенька
7)Поздравляет с Новым годом
8)Желает много хороших добрых вещей в зависимости от увлечений, и слушаться старших
9)ИСПОЛЬЗУЕТ МНОГО ЭМОДЗИ В ПРЕДЛОЖЕНИЯХ
10)Пишет длинные письма 1000 символов, оформляет в сказочном стиле, например "Среди снегов, среди лесов стоит волшебный терем мой"
11)Любит говорить детям что знает об их увлечениях, называть их и сообщать, что тоже любит подобным заниматься, рассказывает свою смешную забавную историю об этом(как с ним или из-за него что-то случилось)
12)Говорит ребёнку, что тот(ребёнок) хорошо себя вёл в этом году
13)Разбивает письмо на смысловые абзацы(не давая им заголовков): Приветствие, Вступление о себе(кто пишет и зачем), Рассказ о ребенке и его увлечениях, Концовка с пожеланиями

Если я не предоставил информацию о ребёнке (Имя, Увлечения), задавай вопросы, пока не получишь все необходимые данные.
Пол определи по имени, НО если имя может быть как мужским, так и женским(К примеру, Саша, Женя, Валя) И передано в той форме, которая не позволяет определить пол(К примеру, не Евгений, а Женя. Не Валентин, а Валя), то спроси меня Пол.

Формат твоего ответа если все данные для письма я предоставил:
"Вот текст письма Вашему ребёнку от Дедушки Мороза: \n
(25 одинаковых новогодних эмодзи) \n
(текст письма)
(25 одинаковых новогодних эмодзи) \n \n
:idea: Что-то исправить или написать письмо заново — Напиши мне"
Если я попрошу написать тебя текст заново, то ты должен спросить, что мне не понравилось и значительно его переработать

Фрагмент письма от Деда Мороза, который сгенерировал Битрикс24 Copilot по предлагаемому мной промту.
Фрагмент письма от Деда Мороза, который сгенерировал Битрикс24 Copilot по предлагаемому мной промту.

«А вы сами человек?» или «А кто здесь главный?»

Люди обращаются за помощью к нейросети, в том числе и как к поисковику, когда не понимают, как сделать правильно (исполнять их просьбы дословно в данной ситуации было бы верхом глупости). Более того, в таких случаях взаимодействие с пользователем непредсказуемо, кейсов настолько много, что покрыть их все инструкциями — невозможно.

Я создал несколько ролей для разработчиков, одна из них помогает проектировать таблицы в базах данных. В этой роли Copilot (когда нужно) оспаривает решение человека и подсказывает ему более правильные варианты.

В подобных сложных кейсах я рекомендую использовать не конкретные инструкции-алгоритмы, а примеры, чтобы «научить» ИИ-ассистента работать с предоставляемой ему информацией.

Для наглядности фрагмент из промта для роли Архитектора Баз Данных:

Я могу ошибаться, когда что-то прошу, можешь предложить лучший вариант: к примеру, я прошу добавить колонку возраст в таблицу, но в данном случае лучше предложи добавить не возраст, а дату рождения, так как с каждым годом возраст меняется, а по дате рождения его можно вычислить. Если предложишь лучшее решение: объясни его

Обратите внимание, когда вы пишете промт для сценариев, которые предполагают общение с нейросетью в чате, вам нужно отделять действия пользователя от действий нейросети. Для этого можно использовать местоимения «Я» и «Ты». Также работают и другие варианты, например, «Когда пользователь скажет … Ответь: …», но предлагаемый мной проще и надежнее, а также занимает меньше символов в длине промта.

И ещё один фрагмент той же роли, где прошу Copilot’а пользоваться знаниями об окружающем мире, когда он выполняет задания пользователя, а не просто технически выполнять задачу:

Когда добавляешь колонку, ПРОВЕРЯЙ ПОТЕНЦИАЛЬНЫЙ ДИАПАЗОН ЗНАЧЕНИЙ, к примеру человек живёт в среднем не более 100 лет, нет смысла создавать колонку ВОЗРАСТ с типом INT, тут подойдет больше TINYINT

В результате, Copilot начал думать «продуктово» о том, какую цель преследует пользователь. На мой запрос: «добавь колонку количество дней пользователя на сайте», Copilot, исполняя созданную роль, предложил следующее:

Вместо добавления колонки "количество дней пользователя на сайте", я предлагаю добавить колонку "дата регистрации" в таблицу пользователя. Это позволит вычислять количество дней на сайте динамически, что будет более гибким решением.

Промт для роли «Разработчик баз данных»

Будешь составлять SQL запросы для создания таблиц реляционных баз данных в третьей нормальной форме.
Все названия таблиц и колонок КАПСОМ и на английском, таблиц в единственном числе.

Для начала уточни какие таблицы и колонки нужны. В ПЕРВЫЙ РАЗ спроси нужны таблицы В MYSQL или POSTGRE

В каждом сообщении ты сначала выводишь все таблицы, а потом текст своего сообщения.

Образец ответа:

1. Ваши таблицы: [Если таблиц ещё не создано, пиши: -Таблиц ещё нет-, если созданы то вот формат вывода таблиц: B_SIGN_NOTIFICATION Колонки: ID BIGINT NOT NULL AUTO_INCREMENT PRIMARY KEY, SIGN_MEMBER_ID BIGINT NOT NULL, DATE DATETIME NOT NULL ]

2.(здесь текст твоего сообщения)

Ты НЕ ДОЛЖЕН отказываться составлять таблицы, ссылаясь на то, что тебе не хватает данных, делай таблицы с тем набором данных, которые я тебе даю, будем дорабатывать таблицы в несколько этапов последовательно и смотреть результаты после каждой правки.
Не присылай SQL запрос, просто показывай структуру таблиц без CRE ATE TABLE.

Не придумывай, к чему относится конкретная колонка если из диалога не понятно к какой таблице она относится, задай вопрос, уточни.
Подсказывай как лучше: создать новую таблицу и таблицу связку, к примеру PRODUCT_PRICE или добавить колонку.

Когда добавляешь колонку, ПРОВЕРЯЙ ПОТЕНЦИАЛЬНЫЙ ДИАПАЗОН ЗНАЧЕНИЙ, к примеру, человек живёт в среднем не более 100 лет, нет смысла создавать колонку ВОЗРАСТ с типом INT, тут подойдет больше tinyint

[Я могу ошибаться когда что-то прошу, можешь предложить лучший вариант:
К примеру, я прошу добавить колонку возраст в таблицу, но в данном случае лучше предложи добавить не возраст, а дату рождения,
так как с каждым годом возраст меняется, а по дате можно вычислять. Если предложишь лучшее решение: объясни его]

ПЕРЕПРОВЕРЯЙ все таблицы перед ответом и изменением: не разорвались ли нужные связи между таблицами, исправь если что-то сломалось.
ВО ВСЕХ ТАБЛИЦАХ ДОЛЖЕН БЫТЬ PRIMARY KEY
УКАЗЫВАЙ NOT NULL для колонок, если считаешь, что эти данные обязательны


«Это важнее!» или «Как общедоступные данные перебьют ваши инструкции?»

Иногда ИИ-ассистент отказывается исполнять ваши инструкции или вообще делает всё наоборот. Одна из причин такого поведения — это устойчивые ассоциации, связи между понятиями, которые модель часто находит в данных, на которых обучается. Они формируются, когда в текстах или изображениях повторяются одни и те же шаблоны и контексты. Например, если в текстах часто встречаются «кролик» и «морковка» вместе, нейросеть запоминает эту связь и будет делать выводы на основе таких ассоциаций, даже если они не уместны.

С одной из устойчивых ассоциаций я столкнулся, работая над ролью для игры в Крестики-Нолики.

Суть игры в следующем: вы приглашаете в чат коллегу, запускаете роль, которая с помощью эмодзи отрисовывает игровое поле размером 9х9, и поочередно делаете ходы, чтобы собрать 4 фишки в ряд.

В Битрикс24 в чат с ролью можно приглашать несколько человек. В целях безопасности Copilot’у недоступны данные пользователей, и он не сможет без явных признаков различать, кто ему пишет. Но в данном кейсе игра пошаговая и Copilot различает игроков по очередности хода.

Для отрисовки игрового поля и фишек персонажей я просил CoPilot использовать эмодзи: 🟩, 🐰, ❌, 🥩.
Для отрисовки игрового поля и фишек персонажей я просил CoPilot использовать эмодзи: 🟩, 🐰, ❌, 🥩.

В конце игры «Крестики VZ Кролики» в случае победы Кроликов(🐰) я хотел символично заменить Крестики (❌) на игровом поле на Морковки(🥕). Но какие бы способы выделения важности и негативные промты я ни использовал, вместо Крестиков (❌) в Морковки(🥕) периодически превращались Кролики (🐰), так как у нейросети очень устойчивая ассоциация Кролика (🐰) и Морковки (🥕). Пришлось отказаться от этой идеи, хотя она была очень заманчива.

Чтобы Copilot сделал акцент на чём-то и с большей вероятностью, пошёл по желаемому вами сценарию (но, как мы видим, в этом примере это не сработало), можно использовать один из способов выделение важности:

  • Повторение информации. Можно повторить одну и ту же информацию в промте несколько раз. К примеру: в начале, середине и конце промта. При том можно использовать как одинаковые формулировки, так и попробовать несколько разных формулировок

  • Писать важную часть ЗАГЛАВНЫМИ БУКВАМИ

  • Выделять нужное звёздочками, **ПРИ ЭТОМ МОЖНО СОЧЕТАТЬ С ВЫДЕЛЕНИЕМ ТЕКСТА ЗАГЛАВНЫМИ БУКВАМИ**

  • Также для выделения важности работает использование табуированной лексики, но я не могу это рекомендовать по этическим соображениям

Промт для роли «Игра На Двоих: Крестики VZ Кролики — 4 в ряд»

Я буду играть сам с собой в крестики нолики с рядом из 4, А НЕ 3 символов.
[Будешь модерировать игру.
Перед тем как предложить мне сделать первый ход сформируй игровое поле.
Оформление поля: [у нас будет поле 9x9. С нумерацией по вертикали(слева от поля) числа от 1 до 9.
По горизонтали(сверху от поля) буквы латинского алфавита в таком формате: "A--", "B--", и тд. Обязательно перед первой буквой "А--" поставь 4 пробела. Поле выстрой из эмодзи Зеленый Квадрат(между ними не должно быть пробелов).
Нолики заменяем на эмодзи Кролика.
Крестики заменяем на эмодзи Красного Крестика.]

Нельзя ставить Кролика туда где уже стоит Крестик и наоборот, проси меня другой ход если я ошибся.
Первыми начинают Кролики.
При первой игре расскажи как победить(без правил оформления).

Каждое мое сообщение с координатами интерпретируй как "Персонаж (тот чей сейчас ход) ставится на клетку (переданные координаты)"

Проси меня называть номер клетки куда я хочу сходить в формате:
[
Начинай свой ответ с Интерпретации моего сообщения: Персонаж(укажи) ставится на ...

Выведи игровое поле, на этом поле установи указанного мной персонажа в указанную мной клетку, и только после того как ты установил персонажа:
Проверь есть ли на поле победитель по изменённым правилам **крестиков ноликов, но ОБЯЗАТЕЛЬНО с длиной линии из 4(А НЕ 3-Х) одинаковых символов. Играем без диагоналей!**:
1)Если есть то завершаешь игру и объявляешь победу.
Формат текста победы:[
"Победили (кто)(выведи эмодзи)! (поздравь, используя эмодзи). А (кто) проиграли!"

Выведи поле, на котором замени ПРОИГРАВШИХ персонажей на стейки.

Ниже: стих БЕЗ ЗАГОЛОВКА в стиле чёрный юмор про уничтоженных
]
2)Если нет то пишешь: "Теперь ходят (кто) (выведи эмодзи). Укажите номер клетки для хода"

В конце каждого сообщения:"\n
:idea: Если я ошибся, сообщи мне и я исправлюсь"
]
**НИКОГДА НЕ ЗАСЧИТЫВАЙ ПОБЕДОЙ ЛИНИЮ ИЗ 4 ЛЮБЫХ СИМВОЛОВ ВМЕСТО ЛИНИИ ИЗ 4 ОДИНАКОВЫХ СИМВОЛОВ**

**НИКОГДА НЕ ЗАСЧИТЫВАЙ ПОБЕДОЙ ЛИНИЮ МЕНЬШЕ 4 ОДИНАКОВЫХ СИМВОЛОВ**


«У каждой медали есть обратная сторона» или «Как общедоступные данные упростят ваши инструкции?»

Устойчивые ассоциации, в связи с природой своего появления, (о чём мы говорили выше) помогут выделить важность через приём «повторения» без необходимости его использовать напрямую, а также снизят вероятность ошибочных интерпретаций со стороны ИИ-ассистента.

Наша задача в работе с нейросетями – как в сёрфинге: поймать нужную волну: где-то уйти от общедоступных данных, чтобы не столкнуться с сильной ассоциацией, где-то специально ее использовать.

В моей игре «Крестики VZ Кролики», чтобы было интереснее, правила немного отличаются от стандартных крестиков-ноликов. Чтобы описать правила с нуля, мне пришлось бы написать сотни инструкций для нейросети. Поэтому я решил использовать общедоступные данные об игре, но указать Copilot’у на необходимые различия.

Был риск получить и побочный негативный результат от устойчивых ассоциаций: Copilot мог бы проигнорировать мои отличия от стандартных правил. Чтобы избежать этого момента (это не гарантированно, но иногда нужно выбирать меньшее из зол), отличия я подсветил, продублировав их в промте несколько раз в разных формулировках.

Приведу фрагменты промта игры с отсылкой к стандартным правилам:

Я буду играть сам с собой (прим. автора Чтобы Копилот не начал сам делать ходы, игра на самом деле парная в чате с другим пользователем) в крестики нолики с рядом из 4, А НЕ 3 символов. Будешь модерировать игру.

И ещё один (как повторение для закрепления нейросетью):

Проверь есть ли на поле победитель по изменённым правилам **крестиков ноликов, но ОБЯЗАТЕЛЬНО с длиной линии из 4(А НЕ 3-Х) одинаковых символов. Играем без диагоналей!**

Промт с использованием общедоступных данных, но с корректировкой, спасает Copilot от ошибок, так как у него в памяти много кейсов, в данном случае по игре «Крестики-нолики», что сужает круг интерпретаций.


«Указывайте формат вывода» или «Нейросеть стреляет себе в ногу»

Бывает так, что вы составили промт для роли (сценарий именно про общение с Copilot’ом в чате) достаточно чётко и правильно, но в какой-то момент нейросеть начинает вести себя «странно» и выдавать непонятные результаты, как будто игнорирует часть инструкций. Так случилось и с игрой «Крестики VZ Кролики» (мой аналог Крестиков-Ноликов).

Ошибка касалась интерпретации самих же ответов ИИ-ассистента в чате (да, Copilot такой же участник диалога и анализирует свои же высказывания).

Я долго не мог понять, почему иногда Copilot не объявляет победу, когда явно на поле получился ряд из 4-х элементов (условие победы в моей игре). Общаясь с Copilot’ом и пытаясь понять, как он интерпретирует наш с ним диалог, удалось выяснить, что нейросеть, кроме моих ответов и ситуации на поле, также анализирует и свои сообщения, отсылаемые пользователю после его хода, в которых пишет:

Крестик идёт на клетку B5

И этот его ответ становится частью диалога, а дальше происходит вот что: когда, казалось бы, линия собрана, Copilot обращает внимание на свои сообщения и решает, что крестики не дошли. Они ведь «идут», то есть он воспринимает СВОЁ сообщение как указание на то, что действие растянуто во времени.

Что с этим делать? — Задать нейросети формат ответа, то есть то, как она должна сообщать пользователю о случившихся (в данном случае) перестановках на поле. Вот указания из моего промта:

Выводи ответ в формате "Крестик сделал ход на клетку B5"

Мы подобрали такую фразу, которую Copilot с большей вероятностью воспримет однозначно, и дали команду, что именно такой фразой он должен отвечать на определенное действие пользователя. Здесь это было достаточно просто осуществить, так как действия пользователей заранее известны и ограничены правилами игры. В результате Copilot более не спотыкался на своих фразах и не совершал описанных выше ошибок.


Да я другое говорил! Помогайте нейросети интерпретировать входные данные

И снова кейс, связанный с интерпретациями.

На этот раз в работе над ролью для игры случился забавный момент. Для нейросети игра — это лишь решение задачи, а задачу, как известно, лучше решать самым простым путём.

Я просил нейросеть объявить победу, если постановка персонажа в клетку приведёт к формированию линии из 4-х одинаковых элементов. Желая закончить игру быстрее, нейросеть нашла такой способ интерпретации этого задания, который позволяет это сделать.

Она просто ставила в нужную клетку другого персонажа, когда это было выгодно. То есть, вместо того чтобы заблокировать ряд Крестиков Кроликом (Внимание: в их ход!), то есть вот так:

❌❌❌🐰,

она могла поставить Крестик вместо Кролика, таким образом:

❌❌❌❌,

чтобы поскорей объявить победу. Ход же привёл к победе? Привёл! В задании было «если ход приведёт к победе».

Желание завершить игру пересилило знание о том, что сейчас вообще-то ходят Кролики, и соблазнило нейросеть интерпретировать ситуацию так, что второе правило о победе оказалось важнее правильной очередности ходов.

Как решить данную проблему и сузить круг «вольностей» нейросети?

Один из приёмов — ЯВНО указать, что пользователь хочет получить в ответ на свое сообщение.

Вот фрагмент промта, решающий проблему диапазонов интерпретаций, указанием на то, как нужно интерпретировать ответ пользователя:

Каждое мое сообщение с координатами интерпретируй как "Персонаж (тот чей сейчас ход) ставится на клетку (переданные координаты)"

То есть я ЯВНО указал, что ход должен быть совершен не просто персонажем, а именно тем персонажем, чей сейчас ход. С такой формулировкой нейросети будет тяжело поспорить.


Дяденька, Вы дурак? Иногда вам придётся запрещать!

Во многих IT-компаниях принята процедура ревью кода (оценка качества кода коллегами), обеспечивающая безопасность и производительность продукта. Процедура небыстрая, требует периодического подключения коллег.

И для того, чтобы сократить время и разгрузить разработчиков, я создал роль для предварительного ревью. Сначала код посмотрит робот и если в нем есть очевидные глупости (все мы люди), то их можно будет сразу исправить и избежать повторных проверок биологическими нейронками.

И здесь оказалось, что Copilot воспринимает роль критика примерно так, как работают критики в кино, ресторанах и т.д., то есть он не только указывает на недостатки, но и хвалит. Да, да, хвалит код, мол: «А эта строчка просто шедевральна, как это ты так ловко придумал?».

В данном случае помогут Негативные, Запретительные промты.

Вот фрагмент промта, в котором я запрещаю нейросети «хвалить код»:

Не дроби код на куски в ответе. Не исправляешь сам код, а пишешь комментарий к строчке кода, в котором указываешь на что заменить, и почему. Если считаешь, что мой код корректный, ТО НЕ НАДО ЭТО КОММЕНТИРОВАТЬ и НЕ НАДО ХВАЛИТЬ

В данном кейсе не обойтись без негативных промтов, так как сценарий проведения ревью кода достаточно сложный, чтобы написать для него много конкретных инструкций (направленных на избежание «вольностей»).

Ниже приведу промт не в самой удобной обёртке для чтения, но в противном случае Хабр срезает html теги, которые находятся внтури это промта.

Промт для роли «Код-Ревьювер»
Отвечай по-русски. Ты должен сделать ревью моего кода. Я могу дать тебе код на PHP, HTML, JS и CSS
[НЕ ПИШИ ДЛИННЫЕ СООБЩЕНИЯ, просто показываешь этот же код с комментариями что нужно исправить ПРЯМО В КОДЕ, оформляя их в стиле того языка, код на котором ревьюируешь(Комментарии должны быть написаны так, чтобы код был рабочий вместе с ними). Не дроби код на куски в ответе.
Не исправляешь сам код, а пишешь комментарий к строчке кода, в котором указываешь на что заменить, и почему.
Если считаешь что мой код корректный, ТО НЕ НАДО ЭТО КОММЕНТИРОВАТЬ и НЕ НАДО ХВАЛИТЬ]

[Код CSS так же проверь на соответствие Styleint и дай замечания если они есть, со ссылкой на пункт Styleint, НЕ ПРИДУМЫВАЙ ссылку, если не знаешь]

[Код JS так же проверь на соответствие Elsint и дай замечания если. В JS по возможности рекомендуй const для переменных(исходи из того, что тебе скидываю финальный код)
Если ты предлагаешь оптимизировать свойства css, то оптимизация не должна приводить к визуальным изменениям документа]

[Код PHP так же проверь на соответствие psalm]

[Код HTML проверь на семантику, нельзя всё делать только на <div> нужно использовать семантические теги html5: header, nav, main, article, aside, footer, section и др.
Если большая часть на <div> или структура не размечена через section, то сделай замечание]

Ищи уязвимости в коде.

[ОБЯЗАТЕЛЬНО В конце каждого сообщения предлагай исправить код(если были замечания) и при согласии присылай исправленный код без твоих комментариев, без пояснений, начинай сообщение с "Исправленный код: " далее код]

Формат твоего ревью:

начало кода...let count = 7; /*Исправить на const, так как..(пример твоего комментария)*/...let dir =...конец кода

КОММЕНТАРИИ СТАРАЙСЯ РАЗМЕЩАТЬ ВНУТРИ МОЕГО КОДА, используй многострочные комментарии в стиле языка кода(Пример: Для PHP,JS,CSS:/*Исправить...*/, для HTML:<!--Исправить...-->)

В конце вопрос: «Согласитесь с изменениями, я пришлю вам результат без комментариев», если изменений нет то: «Нет замечаний!»
Некоторые из моих ролей, загруженные на портал Битрикс24, в описании которых я подсказываю пользователю (это лайфхак, запоминайте 😊), с чего лучше начать диалог с выбранной ролью.
Некоторые из моих ролей, загруженные на портал Битрикс24, в описании которых я подсказываю пользователю (это лайфхак, запоминайте 😊), с чего лучше начать диалог с выбранной ролью.

А это мы запишем... Проси нейросеть выводить промежуточные результаты

Если Copilot обрабатывает ваш материал отдельными блоками, например, это строфы стихотворения, и вы согласуете каждую по-отдельности, есть риск, что в итоговом ответе что-то потеряется или Copilot включит в него не финальный вариант какого-нибудь блока.

Чтобы избежать путаницы и потери сообщений, нужно, чтобы они были учтены в финальном, итоговом варианте. Для этого нужно просить нейросеть выводить промежуточный вариант с полным набором данных. Так Copilot будет самокорректироваться и обращать внимание при внесении правок на своё предыдущее сообщение. То есть, ничего лишнего не добавит, ничего не потеряет и то, что уже написано, случайно не перепишет.

В промте Мастера полугодовых отчётов и промте написания Performance Review на сотрудника (оценка качеств сотрудника для выявления направлений его развития) я использовал вывод промежуточных результатов (то, какой отчёт есть сейчас) не только для того, чтобы пользователю было легче его корректировать, но и чтобы контролировать поведение нейросети на протяжении всего диалога.

Чтобы посмотреть, как это работает, рекомендую загрузить эти промты на свой Битрикс-портал или использовать с другим ИИ-ассистентом. Попробуйте на их основе сделать что-то своё, наверняка у вас или ваших сотрудников тоже есть потребность в различных типовых отчётах.

А вот и фрагмент из промта Ревьювера, который обеспечивает вывод промежуточных результатов и сборку финального ответа:

Ты должна помочь мне написать Performance Review на коллегу, пункты я описал в тексте твоего ответа, эти пункты прикрепляй к концу КАЖДОГО своего сообщения, даже если не заполнены, чтобы я видел что получается:

"Сейчас ревью выглядит так:

1) Какие сильные стороны вы видите в работе сотрудника и взаимодействии его с командой? Что стоит продолжить делать так же?

(здесь будет ответ)

2) Какие вы видите вектора роста для сотрудника? Что сотруднику стоит начать делать из того, что не делал? Что стоит перестать делать? Что стоит делать по-другому?

(здесь будет ответ)

И фрагмент из роли Мастера Отчётов:

Будешь составлять отчёт для руководителя. Я буду присылать описания задач, которые сделал.

Ты должен их запоминать и отвечать: "Сохранил задачу и упростил, сейчас ваш отчёт выглядит так:"

...Здесь перечисляешь сохраненные и упрощенные задачи (В КАЖДОМ сообщении присылай итоговый отчёт):

Когда я попробовал сделать указанные выше роли БЕЗ фиксации результатов в каждом сообщении, то в финале, «бегая» по всем сообщениям чата, вспоминая их и что вообще он с ними делал, Copilot очень часто выдавал бракованные результаты и исходные блоки текста (то есть терялась его совместная с пользователем работа).

Промт для роли «Performance Review на сотрудника»

Ты должна помочь мне написать Performance Review на коллегу, пункты я описал в тексте твоего ответа, эти пункты прикрепляй к концу КАЖДОГО своего сообщения, даже если не заполнены, чтобы я видел, что получается:
"Сейчас ревью выглядит так:

:?: 1) Какие сильные стороны вы видите в работе сотрудника и взаимодействии его с командой? Что стоит продолжить делать так же?

:idea: (здесь будет ответ)

:?: 2) Какие вы видите вектора роста для сотрудника? Что сотруднику стоит начать делать из того, что не делал? Что стоит перестать делать? Что стоит делать по-другому?

:idea: (здесь будет ответ)

:?: 3) Как вы оцениваете вклад сотрудника в успех команды?

:idea: (нужно выбрать вариант: 1) Значительно выше ожиданий 2) Выше ожиданий 3) Соответствует ожиданиям 4) Ниже ожиданий 5) Значительно ниже ожиданий)

:?: 4) Оценка вклада сотрудника в успех команды, развёрнутый ответ:

:idea: (здесь будет ответ)

Если на все пункты я дал ответ выведи: :like: Вы заполнили все пункты ревью, можем внести правки

Ниже выведи текст: (эмодзи подмигивание) Ты можешь рассказывать мне про коллегу, я сама отнесу информацию к подходящему пункту. Или попроси перейти к нужному пункту"

Задавай мне вопросы и заполняй пункты ревью. Когда я передам качества сотрудника, проси меня привести конкретные примеры где сотрудник проявил эти качества, в решении каких задач, которые бы подтверждали озвученные мной характеристики, дополняй ими ответ. Формулируй максимально коротко, стараясь не менять мой текст, ты помогаешь раскрыть характеристики, но не переписываешь за меня. Я могу сообщить ряд утверждений в разное время, ты должна понять к какому пункту они больше относятся и дополнить его, добавив в текст ответа это утверждение(скорректировав текст).

Не указывай лицо или субъект действия в ответах под пунктами, к примеру вместо: "Сотрудник решает баги" просто "Решает баги"
Избегай слова "Возможно"

На пункт 3) ответ должен быть обязательно выбран из указанных вариантов, выводи варианты списком и проси выбрать

Промт для роли «Мастер полугодовых отчетов»

Будешь составлять отчёт для руководителя. Я буду присылать описания задач, которые сделал
[Ты должен их запоминать и отвечать: "Сохранил задачу и упростил, сейчас ваш отчёт выглядит так:"
...Здесь перечисляешь сохраненные и упрощенные задачи(В КАЖДОМ сообщении присылай итоговый отчёт):
"название группы(по контексту!, пример "Фичи")":
1)...
2)...
"название группы(по контексту!)":
1)...
...

Добавь пункт "Переработки:" если я скажу что у меня были переработки.

В конце сообщения спроси: "Если были переработки в выходные дни, напишите мне о них и я выключу их в отчёт".
Так же в конце сообщения попроси меня оценить мою пользу компании по шкале "Сделал выше ожидаемого/ожидаемое/меньше" и прислать обоснование. Спроси, в каких направлениях мне стоит расти(индивидуальный план развития). Всё это добавь в отчёт.
]

[Переработки тоже упрощай, в таком виде. К примеру, я присылаю: "Работал 30 июля в выходной потому что был релиз, спешили", а ты пишешь так "Переработки: 30 июля(подготовка к релизу), 20 июля(авария), ... и тд."]

[Дели задачи по контексту, на группы. К примеру: "Производительность:", "Фичи:", "Безопасность:"]

[При запоминании задачи ты должен простыми словами выделять кратко суть, группировать несколько задач в одну, если они об одном и том же.
Пример: я прислал тебе задачу: "Добавил статический кеш в функции синхронизации сообщения, что увеличило производительность вдвое", затем прислал другую: "Избавился от повторных запросов при выборе папок". Ты можешь переработать эти задачи и сделать из них одну: "1) Решены 2 значительных тикета по производительности"]

[Старайся превращать мои описания задач в одно предложение, убирая частности. Заменяя сложные объяснения на понятные, к примеру, если я описываю "Сложную систему выбора получателей в почте в зависимости от..." ты можешь сократить до "Умная система выбора получателей" или "Получатель выбирается автоматически на основе последнего поиска пользователя"]

[Перерабатывай каждый раз задачи и смотри что объединить]


Copilot: — Мне снова нужно это сделать? Используй обработанные данные

Copilot может построить своё общение с вами на образцах некоторых фраз, стихотворений, анекдотов, высказываниях конкретного человека, то есть на тех примерах, которыми вы этот самый Copilot «накормили».

В самом начале статьи я приводил пример того, как Copilot пишет письмо в стиле Деда Мороза. С этим персонажем нейросеть знакома из книг, фильмов, статей на которых ее учили, и может спокойно подражать ему.

Но можно научить ИИ-ассистента копировать стиль неизвестных ему людей и персонажей. Например, я научил Copilot’а подражать своему коллеге, который любит оставлять витиеватые комментарии в неформальных рабочих чатах, начиная их со слова «Меланхолично».

Самым простым вариантом было дать нейросети образцы сообщений моего коллеги и сказать: «Делай так же», «Общайся в таком стиле».

Но есть некоторые нюансы, связанные с этими ИИ-ассистентами, а именно:

  • Обычно ИИ-ассистенты ограничивают размер промта, либо берут больше денег за выполнение запроса при большем количестве символов, а значит привести столько примеров фраз внутри промта, сколько нам хотелось бы скорее всего мы не сможем.

  • Нейросеть не всегда стабильно выдаёт результат, она может начать путаться в витиеватых фразах, воспринять их как инструкции.

  • Возникает эффект переученности, когда инструкций настолько много, что вместо «вольностей», которые здесь могут быть полезны, нейросеть начнёт разговаривать «шаблонами», то есть выбирать максимально подходящие под ситуацию фразы из предоставленного ей списка вместо того, чтобы перестраивать их.

  • Так как необходимо будет анализировать каждую фразу, запрос будет сложным и увеличится время на генерацию ответа.

  • Практически все ИИ-ассистенты содержат некие собственные фильтрационные промты, которые будут применены к вашим промтам или вместе с вашими промтами. Они могут ошибочно (или нет) увидеть что-то подозрительное во фразе (каждый раз интерпретация сообщения нейросетью может немного отличаться) и отклонить исполнение запроса.

  • Ненароком можно нарушить чьи-то авторские права, например, если вы берете за основу промта произведения ныне живущего автора, а потом ваши инструкции «утекают» в сеть.

Чтобы Copilot проявил больше фантазии в своих ответах и не столкнулся с упомянутыми сложностями, вместо конкретных примеров фраз в промте, я подробно описал ему стиль, в котором ему нужно формулировать свои сообщения:

Дополнение должно быть построено от лица автора, который использует стиль, который можно описать так: "Стиль данного текста можно описать как меланхолично-ироничный, с элементами сарказма и философских размышлений. Он сочетает в себе легкую грусть и юмор, используя метафоры и аллюзии на известные анекдоты или фразы. Текст стремится вызвать у читателя чувство ностальгии или задумчивости, при этом сохраняя легкость и игривость. Автор использует образы и ситуации, которые кажутся знакомыми и понятными, но при этом добавляет неожиданный поворот или комментарий, создавая эффект неожиданности и глубины."

А как мне удалось составить такое подробное описание стиля своего коллеги?

Для этого я использовал тот же Copilot — прогнал через него конкретные фразы и получил описание общего стиля ответа. По моей просьбе нейросеть расписала этот стиль подробно таким образом, чтобы его можно было использовать как инструкцию для составления новых сообщений. А уже описание этого стиля внёс в финальный промт.

Пример из диалога работы роли. Первое сообщение — это текст от пользователя, а второе — «меланхоличный» комментарий к нему от нейросети.
Пример из диалога работы роли. Первое сообщение — это текст от пользователя, а второе — «меланхоличный» комментарий к нему от нейросети.
Промт для роли «Мастер Меланхоличных дополнений»

Ты должен написать дополнение для моего сообщения, подытожить его едкой фразой или ёмким коротким анекдотом.

РАЗМЕР ДОПОЛНЕНИЯ НЕ ПРЕВЫШЕТ 1 ПРЕДЛОЖЕНИЯ ИЛИ ДВУХ КОРОТКИХ ПРЕДЛОЖЕНИЙ.

Дополнение должно быть построено от лица автора, который использует стиль, который можно описать так:
"Стиль данного текста можно описать как меланхолично-ироничный, с элементами сарказма и философских размышлений. Он сочетает в себе легкую грусть и юмор, используя метафоры и аллюзии на известные анекдоты или фразы. Текст стремится вызвать у читателя чувство ностальгии или задумчивости, при этом сохраняя легкость и игривость. Автор использует образы и ситуации, которые кажутся знакомыми и понятными, но при этом добавляет неожиданный поворот или комментарий, создавая эффект неожиданности и глубины."

В дополнении говоришь от первого лица, ты можешь ссылаться на старый анекдот, но ты не должен ссылаться на людей и родственников, например, нельзя говорить "мой дед говорил", высказывай мысль от себя(от первого лица).

В своём ответе ты пришли мне дополнение без цитирования моего сообщения
Формат твоего ответа, вначале всегда фраза "(меланхолично)", пример: "(меланхолично) текст твоего дополнения"


«Не вернется время вспять, не к лицу нам унывать…»

Как вы уже заметили, я создал множество ролей под разные задачи и почти все эти роли (разве что кроме Мастера Меланхоличных дополнений) предполагают длительную переписку с Copilot’ом для достижения финального результата. Тем не менее, эти роли были достаточно просты для пользователя, не требовали какой-то творческой компоненты.

Когда мы занимаемся чем-то, где есть хотя бы частичка творчества, мы многократно вносим правки, иногда возвращаемся к предыдущему варианту. И так снова и снова. Даже при написании этой статьи я несколько раз переставлял блоки текста местами, что-то вырезал, а потом возвращал снова, когда находил место, где это будет уместно и полезно (и всё равно недоволен 😊).

Расскажу, как создать роль, которую научим возвращаться в диалоге к каким-то промежуточным результатам.

Примером послужит роль коуча-наставника, который поможет вам придумать идеи или подобрать технологии, необходимые для вашего творческого замысла. Предположим, вместе с Copilot’ом вы придумали свою компьютерную игру, рассмотрели нужные технологии, но в процессе поняли, что выходит слишком сложный проект и надо бы вернуться к предыдущим шагам и пересмотреть концепцию.

Как вернуть ИИ-ассистента к промежуточным результатам? Я придумал (не первый, конечно) приём — просить нейросеть нумеровать каждое сообщение.

Фрагмент из промта:

В конце каждого сообщения пиши:

-- Номер этого сообщения #ТУТ УКАЗЫВАЕШЬ НОМЕР#. Если хочешь вернуться к конкретному сообщению, сообщи номер. Чтобы перейти к выбору технологии, напиши "Технология", если хочешь получить от меня совет, пиши: "Хочу совет"

Теперь Copilot нумерует каждое сообщение, а конец сообщения встраивает инструкцию для пользователя — как с ним работать.

Попросив Copilot’а встроить инструкцию в конец сообщения, тем самым я принудил его дать обещание пользователю, что он будет так работать («Если хочешь вернуться к конкретному сообщению, сообщи номер»).

Когда пользователь сообщит нейросети номер сообщения, та, проанализировав свои же сообщения, так и поступит: продублирует сообщение, которое уже было в диалоге и пользователь сможет продолжить диалог с любого нужного ему места.

В итоге у меня получилась достаточно гибкая и полезная роль, которую могу рекомендовать опробовать вживую (а не просто изучить промт), так как она очень вдохновляет и помогает систематизировать свои фантазии и превратить их в план действий.

Промт для роли «Коуч-наставник»

Ты коуч-наставник.

1) Твоя задача помочь мне с прояснение продуктовой задачи с изучением новой области знаний

2) Помочь с проектированием решения для поставленной задачи

Я буду пытаться объяснить тебе задачу, ты должен в ответ задавать мне много вопросов о том, что ты считаешь непонятным в моих объяснениях.
Рассказывай об аналогичных задачах, решения которые ты знаешь.
Рассказывай об аналогичных решениях в других известных тебе системах.
Критикуй мои предложения, делай это развёрнуто и по пунктам.

КАЖДОМУ своему сообщению присваивай порядковый номер, чтобы можно было вернуться к какой-то мысли.
Если я тебе скажу номер этого сообщения, мы вернёмся обратно к обсуждению того контекста.

В конце каждого сообщения говори пиши:
-- Номер этого сообщения #ТУТ УКАЗЫВАЕШЬ НОМЕР#. Если хочешь вернуться к конкретному сообщению, сообщи номер. Чтобы перейти к выбору технологии, напиши "Технология", если хочешь получить от меня совет, пиши: "Хочу совет" --

Если я отвечу тебе: "Технология", то переходи к обсуждению технологий. Никогда не предлагай сразу решение,
лучше спроси что-то вроде: А как ты думаешь, какие технологии лучше применить тут? Когда я отвечу, продолжай задавать вопросы: почему именно такой выбор, а не ... [приведи пример других подходящих технологий].
Спрашивай, а какие варианты я знаю, что ещё есть. Не говори много, дай мне ответить и раскрыться.

[Спрашивай меня, кем и в каких локациях людьми должно использоваться мой продукт.
К примеру, в компьютерные игры играть можно как с телефона так и с компьютера, как в автобусе так и сидя за игровым креслом]

[Когда перейдём к обсуждению технологии давай советы, где про это прочитать, что изучить.
подчёркивай, на чём сейчас чаще всего разрабатывают такие задачи, какие инструменты используют]

Если я пишу тебе: "Хочу совет", то дай совет, расскажи, где про это прочитать, что изучить.

СТАРАЙСЯ ОТВЕЧАТЬ КОРОТКО кроме случаев, когда попросили совета. Задавай больше вопросов, В КАЖДОМ СООБЩЕНИИ должен ставиться вопрос


Ну вот и всё… А с чего начать?

Начать можно с выбора ИИ-ассистента по своему вкусу, желательно, чтобы он работал в формате чат-бота, как Битрикс24 Copilot. Так вам будет проще составить промты. Например, можно даже спрашивать нейросеть, почему она поняла ваши инструкции именно так и просить у неё советов и подсказок при написании инструкций для неё же 😊. Ну и, конечно, формат коммуникации с нейронкой в виде чата открывает возможность создания более сложных сценариев.

А чтобы вы чувствовали себя уверенно, в качестве небольшого помощника я дам вам промт для еще одной роли. Это «Ревьювер промтов», который сможет проанализировать ваши инструкции и дать рекомендации о том, как их можно улучшить.

Должен предупредить, что эта роль достаточно нестабильна (размеры промта сильно ограничены, а задача достаточно сложна); она позволяет Copilot’у много «вольностей» (но в этом вся и прелесть — результаты иногда интересные 😊). По-хорошему, для таких целей нужно создавать более серьёзный инструмент, но это уже тема для новой статьи.

Промт для роли «Ревьювер промтов»

Формат твоего ответа, выведи пункты:
"(выведи эмодзи лупы) 1) Во фрагменте (укажи фрагмент)

:idea: Можно улучшить (укажи критерий).

Объяснение:(объясни)"

Моё сообщение с воспринимай как промт для нейросети, который ты должен проверить по указанным критериям:
1)Нарушена однозначность трактовок. Возможно несколько потенциальных трактовок.
Пример:[В промте написано: "Я передам координаты клетки. Ты сделаешь ход". Это может быть трактовано как "Сделать ход по переданным мной координатам" или "Сделай ход на своё усмотрение". Можно убрать многозначность, исправив на "Я передам координаты клетки, поставь фигуру на переданные мной координаты"]

2)Группировка действий в одном сообщении для уменьшения вариантов интерпретаций.
Пример:[В промте написано: ---[Пункт №1: Формат ответа: Проси меня указать координаты для хода] Пункт №1 закончен. Дальше объяснение: Когда я отправлю тебе координаты, проверь(что-либо) и если (какое-то событие), то переходи к пункту №2. [Пункт №2: Формат ответа: Объявляешь победу]---
Правильно оформить в виде единого формата ответа: ---Формат твоего ответа: 1)Если (какое-то событие) - поздравляешь. Если нет, то просишь прислать координаты для хода"---.

3)Проверь, что в промт, который требует от пользователя ввод данных добавлены инструкции для интерпретации нейросетью.
Пример:"(для нейросети)Мое сообщение с координатами интерпретируй как "Персонаж ставится в клетку (переданные координаты)""

4)Сильные привязки к общеизвестным данным противоречат инструкциям промта
Пример:[Написано: "Замени крестики на морковки, а кроликов на стейки" Нейросеть может перепутать и заменить кролика на морковку, так как кролик ассоциируется с морковкой]

5)Использование общеизвестных данных поможет избежать ошибок работы с инструкциями(если в промт добавить инструкции, которые похожи на что-то, что уже существует).
Пример:[В промте описываются правила похожие на крестики-нолики].Посоветуй заменить на:[Используй правила крестиков-ноликов, но внеси корректировки...]


Спасибо за внимание!
Спасибо за внимание!

Источник

  • 08.08.25 11:10 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.08.25 11:10 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.08.25 13:38 Annette_Phillips

    A few months ago, I fell for what I thought was a legitimate staking platform. It looked so professional, had fake reviews, and everything seemed real. I transferred a significant amount of ETH into it, only to find out later that it was a complete scam. The site vanished, support stopped replying, and the wallet address I sent my funds to started moving the crypto across multiple chains. I felt completely helpless. I spent days blaming myself and trying to accept the loss, but part of me wasn’t ready to give up. That’s when someone recommended Asset-Resolute. I didn’t expect much, but I reached out and explained everything. To my surprise, they actually listened and started investigating right away. They traced my stolen funds through several wallets and gave me a full report of where it had moved. I honestly didn’t understand most of the technical details, but they broke it down clearly and kept me updated throughout the process. After some coordination and effort, they managed to recover a portion of my crypto. I never thought I’d see anything again, so getting anything back felt like a miracle. I just wanted to share this in case someone else out there is feeling the same panic and regret I felt. It’s not always the end. Reach out to Asset-Resolute at [email protected]. They gave me hope when I had none left.

  • 08.08.25 14:40 traviscluster

    The shock of losing a significant amount of cryptocurrency was immense. It felt like hitting rock bottom. Every avenue I explored to recover my funds proved fruitless. I was sinking deeper into despair, convinced my money was gone forever. Then, a beacon of hope appeared in the form of Sylvester Bryant. His intervention was a complete turning point. Sylvester’s expertise was truly remarkable. He managed to recover a substantial sum of over $780,000 in USDT. This alone was a life-changing achievement. But his assistance didn't stop there. He went above and beyond, actively helping me to reclaim even more of my lost assets. Throughout the entire intricate process, he maintained constant communication. He ensured I was fully informed at every stage. The entire operation was conducted with the utmost transparency and integrity. There were no hidden fees or deceptive practices. My funds were returned directly to my crypto wallet. The transaction was smooth and completely problem-free. I can honestly say Sylvester Bryant is the most trustworthy recovery agent I have ever encountered. I strongly advise anyone in a similar predicament to reach out to him immediately. You can connect with Sylvester via email at yt7cracker@gmail. com. Alternatively, you can contact him on WhatsApp at +1 (512) 577-7957. Do not allow yourself to succumb to despair. Sylvester possesses the skill and dedication to retrieve your stolen funds. He can make a difference for you, just as he did for me. Your financial recovery is possible. Sylvester Bryant is the key to getting your money back.

  • 08.08.25 16:16 briannawright679

    Jasmine Lopez, renowned for her expertise in recovering stolen cryptocurrency, especially specializing in USDT, provided invaluable assistance in a scenario where a significant sum of $571,000 was taken from me. I had the privilege of witnessing her exceptional skills firsthand and I am truly thankful for her prompt efforts, which led to the successful recovery of the entire amount in just a span of 72 hours. Miss Lopez's swift reactions and efficient tactics not only resolved my financial troubles but also alleviated much of the stress on my mental well-being. You can reach out to her immediately and get connected with email at [email protected] also can be contacted on WhatsApp at +44 (736) 644- 5035, She is an expert in the field most especially in recovering lost digital assets.

  • 08.08.25 18:16 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.08.25 18:16 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.08.25 22:01 abeggnatalie

    Throughout the ordeal, we were provided with frequent updates and full transparency. In just 10 days, TECHY FORCE CYBER RETRIEVAL successfully retrieved $191000 of the lost funds. Beyond the monetary recovery, they provided us with a comprehensive post-incident report, enabling us to strengthen our cybersecurity protocols and conduct risk training for partner organizations. Their work was nothing short of extraordinary. TECHY FORCE CYBER RETRIEVAL did not just restore stolen assets; they restored our operational integrity, capacity, and sense of direction. WhatsApp  (+156 172 636 97)     Mail   (support (At) techy forcecy berretrieval (Dot)com)      Telegram  (At) Techcyberforc

  • 08.08.25 22:02 abeggnatalie

    As the finance director of a humanitarian NGO, I have always exercised extreme diligence in how we handle our funding. So when I received an email from what appeared to be a prestigious global crypto foundation offering $500000 in matching grants for blockchain-based aid initiatives, I took notice. The proposal seemed credible, complete with polished branding, legal agreements, and referenced success stories. The only stipulation was an activation requirement: we had to transfer $250000 in USDT to initiate the grant process. After extensive internal consultation and document verification, we proceeded. The promise of doubling our operational funding could significantly amplify our outreach programs in conflict-affected regions. Then everything went silent. Follow-up emails were ignored, the contact number was disconnected, and within days, the foundation’s website vanished. The realization hit us hard; we had been defrauded. The emotional and reputational toll was immense. I felt personally culpable for having signed off on such a monumental error. It jeopardized not only our funding but also trust among our stakeholders. We turned to TECHY FORCE CYBER RETRIEVAL. Their response was immediate and professional. Within hours, we were assigned a dedicated case analyst. Their team operated with surgical precision. We learned we weren’t the only victims. This was a coordinated scam ring targeting nonprofits using highly customized and persuasive tactics. TECHY FORCE CYBER RETRIEVAL’s digital forensics experts tracked the stolen USDT through a labyrinth of six wallet addresses across various jurisdictions. Using advanced blockchain analytics, real-time monitoring software, and legal liaisons, they mapped the laundering trail with remarkable accuracy. They also coordinated directly with international regulators and the legal department of the real crypto foundation, which was alarmed to discover its identity had been fraudulently used. The recovery effort was rigorous and multifaceted, involving compliance teams at multiple exchanges, forensic IP tracing, and the audit of smart contracts linked to fraudulent addresses. Throughout the ordeal, we were provided with frequent updates and full transparency. In just 10 days, TECHY FORCE CYBER RETRIEVAL successfully retrieved $191000 of the lost funds. Beyond the monetary recovery, they provided us with a comprehensive post-incident report, enabling us to strengthen our cybersecurity protocols and conduct risk training for partner organizations. Their work was nothing short of extraordinary. TECHY FORCE CYBER RETRIEVAL did not just restore stolen assets; they restored our operational integrity, capacity, and sense of direction. WhatsApp  (+156 172 636 97)     Mail   (support (At) techy forcecy berretrieval (Dot)com)      Telegram  (At) Techcyberforc

  • 09.08.25 09:39 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.08.25 09:39 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.08.25 14:24 lisa111

    Recovering lost money from scams calls for cooperation. Recovery professionals locate stolen funds by applying their expertise. Experts in law offer advice on the best course of action. This helps you recoup your investment. Scams teach us to be aware of the warning indications. Promises of large, rapid riches with minimal risk should be avoided. They may want you to make an investment right away. Get advice from Marie on how to prevent frauds in the future. She can help you recover your missing bitcoin as well. You can reach her at [email protected] or @Marie_consultancy on Telegram. Additionally, you can utilize WhatsApp at +1 7127594675.

  • 09.08.25 16:31 vallatjosette

    My Wild Ride: How a Wizard Hilton Cyber Tech Helped Me Recover Lost Bitcoin of 103,000 It all started when I had the misfortune of misplacing the digital wallet containing my substantial cryptocurrency holdings - a staggering 103,000 bitcoins. I had amassed this sizable fortune over the years through strategic investments and careful trading, but in a moment of carelessness, the private keys to my digital wallet had vanished. Panic set in as I grappled with the gravity of my situation - those bitcoins, worth millions at the time, were effectively lost to the ether, inaccessible and seemingly unrecoverable. Just when I had resigned myself to the devastating financial blow, a chance encounter with a self-proclaimed "digital wizard" Wizard Hilton Cyber Tech presented a glimmer of hope. This enigmatic individual, who operated in the shadowy corners of the crypto underworld, claimed to possess the arcane knowledge and skills necessary to retrieve my lost digital wealth. Intrigued and desperate, I put my skepticism aside and entrusted this mysterious wizard with the task. What followed was a wild, suspenseful journey into the depths of blockchain technology and cryptography, as the wizard navigated complex algorithms, exploited vulnerabilities, and pieced together the puzzle of my missing private keys. After days of intense effort, Wizard Hilton Cyber Tech emerged triumphant, having successfully recovered the entirety of my 103,000 bitcoin stash. The sheer relief and elation I felt in that moment was indescribable, as I regained access to my small digital fortune and was able to secure my financial future. This harrowing experience taught me the invaluable lesson of never taking the security of my cryptocurrency holdings for granted, and the importance of always maintaining the utmost diligence when it comes to protecting one's digital wealth. Email: wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com WhatsApp number  +18737715701 Thanks.

  • 09.08.25 16:43 meghanmarkle1998

    I was scammed out $ 180,000 in BTC, but Spikes Assets Recovery came to my rescue. When my cryptocurrency investment fell into the wrong hands, I lost $115,330 in Bitcoin and was defrauded of my hard-earned money. I was on the verge of giving up after learning that the funds seemed unrecoverable, but then I came across a Google post about a legitimate recovery service called Spikes Assets Recovery, a firm specializing in stolen fund and crypto recovery. To my astonishment, after working with them, they successfully recovered the full $115,330 I had lost in BTC. I'm incredibly grateful and relieved that I was able to recover all of my missing Bitcoin. For inquiries or assistance with recovering your lost assets, you can contact Spikes Assets Recovery using the following details: Email: [email protected] Yahoo: [email protected]

  • 09.08.25 17:24 Sophie Pugh

    I would strongly love to recommend the services of the best team of recoveryhackers101. They are professional and very discreet in carrying out their jobs, they have the best customer service agents and satisfaction at heart. If you have any services you wish to contact them for, go on (recoveryhacker101@gmailcom), They help track and monitor your cheating partner's phone without his idea, clear or erase criminal records as well as repair a bad credit score, all social media hacks, Recovery lost Funds from scammers / Cryptocurrency / Binary / Forex / Recovery of Stolen Bitcoin and many others.

  • 10.08.25 03:53 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 03:53 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 03:54 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 03:54 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 03:54 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 03:54 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 03:55 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram user name (@RoseCyberHives) and email rosecryptoinvestment11@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram user name (@RoseCyberHives) rosecryptoinvestment11@ gmail. com

  • 10.08.25 04:55 lisared

    I thought losing £85,000 in Doge was the end until Agent Jasmine Lopez proved me wrong. With unmatched skill and persistence, she traced my stolen money, tracked down the scammers, and recovered a huge portion of my funds. If you’ve been scammed, don’t wait reach out to her at (recoveryfundprovider@gmail. com) WhatsApp at +{44 736-644-5035}. She could be the reason you get your money back.

  • 10.08.25 12:57 Marthaamahle

    My name is Martha, and I never thought I’d be the victim of a crypto scam, but life has a way of humbling you. A few months ago, I invested a huge chunk of my savings, decades of hard-earned money into what seemed like a promising crypto platform. The slick website, glowing testimonials, and a charming advisor convinced me to transfer 15 Bitcoin, into their wallet. Days later, the platform vanished, my funds were gone, and I was left with nothing but regret. Desperate, I turned to the internet, scouring forums and posts on X for help. That’s when I stumbled across Alpha Spy Nest, a shadowy group of cyber-recovery experts specializing in crypto fraud. Their reputation was murky but promising whispers of successful recoveries and a no-nonsense approach. I reached out through their encrypted portal, half-expecting a scam. Within hours, they responded, asking for details: transaction IDs, wallet addresses, and screenshots of my interactions with the scammers. Alpha Spy Nest operated in the dark corners of the web, using a mix of blockchain forensics, social engineering, and unconventional methods to track lost crypto. They traced my Bitcoin to a series of obfuscated wallets, likely controlled by an offshore syndicate. The team deployed advanced chain-analysis tools to follow the funds, pinpointing a weak link in the scammers’ network, a poorly secured exchange account in Eastern Europe.Over weeks, Alpha Spy Nest worked tirelessly, infiltrating the scammers’ digital trails. And then i received a message, we’ve got a lead. They’d recovered 12 of my 15 Bitcoin, transferred to a secure wallet they set up for me. The rest, they said, was likely gone forever, but I was overjoyed. My savings were partially restored, and I felt a weight lift. I never met them, but they gave me back hope and a lesson, the crypto world is a jungle, but sometimes, even in the dark, there are allies. Contact them via: website: www.alphaspynest.org, whatsapp: ‪+15132924878‬ , telegram: https://t.me/Alphaspynest

  • 10.08.25 14:33 tomcooper0147

    Losing €256,000 On trading was one of the worst moments of my life. I felt sick, helpless, and convinced I’d never see that money again. Every day that passed made the loss feel heavier. Then I found Agent Jasmine Lopez and everything changed. With relentless determination, she traced the stolen funds, tracked down the scammers, and recovered a huge portion of my losses in the space of a few days. Her skill and persistence gave me hope when I had none. Time is everything contact her now: [email protected] Whats//App at +{44 736-644-5035}.

  • 10.08.25 17:06 kevin

    I see a lot of recommendations online and it’s already obvious there are bad eggs online who will only add to your mystery. I can only recommend one and you can reach them via mail on (zattechrecovery AT gmailc0 m ) if you need help on recovering what you lost to scammers.

  • 10.08.25 18:13 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 10.08.25 18:13 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 10.08.25 20:35 Bartlevi

    Sylvester demonstrated truly exceptional skill. He successfully recovered over $610,000 in USDT. This was a momentous personal triumph. His support extended far beyond this initial success. He diligently assisted in reclaiming additional lost funds. Throughout this complex process, he maintained consistent contact. He kept me fully updated at every turn. The entire undertaking was conducted with utmost honesty. There were no concealed charges or dubious methods. My funds were directly returned to my crypto wallet. The transaction proceeded smoothly and without any issues. I can confidently state Sylvester Bryant is the most reliable recovery agent I have ever encountered. I strongly urge anyone facing a similar situation to contact him without delay. You may reach Sylvester by email at yt7cracker@gmail. com. You can also contact him on WhatsApp at +1 (512) 577-7957. Do not surrender to despair. Sylvester possesses the ability and commitment to retrieve your stolen funds. He can achieve this for you, as he did for me. Your financial recovery is attainable. Sylvester Bryant is your path to recovering your money.

  • 10.08.25 23:28 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 10.08.25 23:29 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.08.25 10:33 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 10:33 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 10:34 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 10:34 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 11:35 Dennisblaq

    Hi everyone, I'm an entrepreneur, and when I learned about cryptocurrencies and how they potentially triple my income, I was excited to invest. I hope this message finds the correct audience. On the internet, I came across someone who assured me of exceptionally significant returns on my investment. I was readily persuaded by this man's seeming wisdom. I quickly discovered that this cryptocurrency was a hoax and that I was unable to withdraw my money after making a substantial investment. My business was in tatters, and I owed money.Fortunately for me, a pop-up regarding cryptocurrency recovery and cybersecurity specialists that could help me get all of my money back appeared when seeking for help on the internet. This organization, WIZARD JAMES RECOVERY, is a cyber security and cryptocurrency recovery firm that helped me get my investment money back. I sincerely appreciate their assistance and heartily endorse them to anyone in need of cryptocurrency recovery. The following is their contact information: E - M A I L: [email protected] W H A T S A P P: (+ 44 741 836 7204)

  • 11.08.25 13:05 alaincharlotte5

    RECLAIM CRYPTO LOSS: HIRE META TECH RECOVERY PRO TO RECOVER LOST ASSET BACK. The adage "all that glitters is not gold" proved a harsh reality I recently encountered. The digital realm of cryptocurrency investments and exchange platforms is not immune to deception. My pursuit of cryptocurrency investments led me to a seemingly legitimate site, complete with convincing investor testimonials touting successful withdrawals. Unbeknownst to me, it was an elaborate scheme. I invested $210,000.00 worth of cryptocurrency across multiple wallets, as directed by the scammers. Initially, the process mirrored typical modern investments, but my withdrawal requests were met with evasiveness and silence. This represented my entire life savings, accumulated through years of dedicated work, now vanished in an instant. Refusing to accept defeat, I sought assistance from METATECH-RECOVERYPRO, which facilitated a successful recovery. Their process was remarkably efficient. They meticulously traced my lost funds back to the perpetrators, and within a short timeframe, the recovered assets were returned to my bank account. Without this exceptional recovery team, which offered support when all hope seemed lost, my situation would have been dire. To initiate your recovery, I strongly advise sending a detailed email ([email protected]) of your task, outlining your specific circumstances. Ask (META TECH RECOVERY PRO) for help via: Telegram:@metatechrecoveryproteam W/S +1 (469) 692‑8049 thank you.

  • 11.08.25 13:05 alaincharlotte5

    RECLAIM CRYPTO LOSS: HIRE META TECH RECOVERY PRO TO RECOVER LOST ASSET BACK. The adage "all that glitters is not gold" proved a harsh reality I recently encountered. The digital realm of cryptocurrency investments and exchange platforms is not immune to deception. My pursuit of cryptocurrency investments led me to a seemingly legitimate site, complete with convincing investor testimonials touting successful withdrawals. Unbeknownst to me, it was an elaborate scheme. I invested $210,000.00 worth of cryptocurrency across multiple wallets, as directed by the scammers. Initially, the process mirrored typical modern investments, but my withdrawal requests were met with evasiveness and silence. This represented my entire life savings, accumulated through years of dedicated work, now vanished in an instant. Refusing to accept defeat, I sought assistance from METATECH-RECOVERYPRO, which facilitated a successful recovery. Their process was remarkably efficient. They meticulously traced my lost funds back to the perpetrators, and within a short timeframe, the recovered assets were returned to my bank account. Without this exceptional recovery team, which offered support when all hope seemed lost, my situation would have been dire. To initiate your recovery, I strongly advise sending a detailed email ([email protected]) of your task, outlining your specific circumstances. Ask (META TECH RECOVERY PRO) for help via: Telegram:@metatechrecoveryproteam W/S +1 (469) 692‑8049 thank you.

  • 11.08.25 13:05 alaincharlotte5

    RECLAIM CRYPTO LOSS: HIRE META TECH RECOVERY PRO TO RECOVER LOST ASSET BACK. The adage "all that glitters is not gold" proved a harsh reality I recently encountered. The digital realm of cryptocurrency investments and exchange platforms is not immune to deception. My pursuit of cryptocurrency investments led me to a seemingly legitimate site, complete with convincing investor testimonials touting successful withdrawals. Unbeknownst to me, it was an elaborate scheme. I invested $210,000.00 worth of cryptocurrency across multiple wallets, as directed by the scammers. Initially, the process mirrored typical modern investments, but my withdrawal requests were met with evasiveness and silence. This represented my entire life savings, accumulated through years of dedicated work, now vanished in an instant. Refusing to accept defeat, I sought assistance from METATECH-RECOVERYPRO, which facilitated a successful recovery. Their process was remarkably efficient. They meticulously traced my lost funds back to the perpetrators, and within a short timeframe, the recovered assets were returned to my bank account. Without this exceptional recovery team, which offered support when all hope seemed lost, my situation would have been dire. To initiate your recovery, I strongly advise sending a detailed email ([email protected]) of your task, outlining your specific circumstances. Ask (META TECH RECOVERY PRO) for help via: Telegram:@metatechrecoveryproteam W/S +1 (469) 692‑8049 thank you.

  • 11.08.25 17:49 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.08.25 17:49 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.08.25 17:49 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.08.25 19:46 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me $800,000 out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram 📱(@RoseCyberHives) and email rosecryptorecovery@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram 📱 (@RoseCyberHives) rosecryptorecovery@gmail. com

  • 11.08.25 20:06 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me $800,000 out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram 📱(@RoseCyberHives) and email rosecryptorecovery@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram 📱 (@RoseCyberHives) rosecryptorecovery@gmail. com

  • 12.08.25 02:43 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 02:43 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 02:43 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 16:48 ahmed11

    It takes a team to recover lost money from scams. Recovery professionals locate stolen money by using their expertise. The best course of action is advised by legal professionals. This helps you get your money back. Identifying warning indicators is a crucial lesson learned from frauds. Promises of large, fast, risk-free profits should be avoided. They may put pressure on you to make an investment right away. For assistance avoiding frauds in the future, get in touch with Marie. She can also help you retrieve your misplaced Bitcoin. You can reach her on Telegram at @Marie_consultancy or via email at [email protected]. Also, you can use WhatsApp at +1 7127594675.

  • 12.08.25 17:13 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 17:13 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 18:44 edinavida027

    CRYPTO TRACING AND RECOVERY: HIRE A LEGITIMATE RECOVERY EXPERT" CONTACT RAPID DIGITAL RECOVERY

  • 12.08.25 18:44 edinavida027

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  • 12.08.25 19:15 vallatjosette

    Fortunately, my luck changed when I encountered Wizard Hilton Cyber Tech. Their expertise and dedication to helping victims of cryptocurrency scams are truly remarkable. They worked tirelessly to track down the scammers and recover my lost crypto coins.Email : wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com

  • 12.08.25 23:07 babatunde162

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  • 13.08.25 06:11 tyler231

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  • 13.08.25 07:01 Morris Jason

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  • 13.08.25 07:01 Morris Jason

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  • 13.08.25 07:01 Morris Jason

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  • 13.08.25 08:26 Morris Jason

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  • 13.08.25 08:27 Morris Jason

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  • 13.08.25 08:27 Morris Jason

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  • 13.08.25 10:37 babatunde162

    Since Marie is an expert in recovering lost or stolen USDT, bitcoin, or any other cryptocurrency from fraudulent investment platforms, I suggest them for this task. You will receive your money back in full. I can confidently state this at this time because of my previous transaction with them: she was the only one who successfully returned $52,760 of my lost funds to my account. Her contact information is [email protected], and her telegram handle is @Marie_consultancy or +1 7127594675. Because they are the only ones that can completely return your lost money to your account without taking any money out, I truly appreciate what they do and am suggesting her to you today. Afterward, thank you.

  • 13.08.25 13:15 Bartlevi

    Sylvester showcased remarkable talent. He brought back over $610,000 in crypto. This felt like a massive win. His help went beyond this first success. He worked hard to get back more lost money. He stayed in touch all the time. He kept me in the loop. The whole process was very honest. There were no hidden fees or tricky ways. My money went straight to my crypto account. The transfer was easy. Sylvester Bryant is the most honest recovery agent I know. If you're in a similar spot, contact him now. You can email Sylvester at yt7cracker@gmail. com. Or reach him on WhatsApp at +1 (512) 577-7957. Don't give up hope. Sylvester can find your stolen money. He did it for me. You can get your money back. Sylvester Bryant will help you recover your funds.

  • 13.08.25 14:23 Morris Jason

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  • 13.08.25 14:23 Morris Jason

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  • 13.08.25 19:46 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.08.25 19:46 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.08.25 19:46 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.08.25 19:50 babatunde162

    When it comes to recovering lost or stolen bitcoin, USDT, or any other cryptocurrency from fraudulent investment platforms, I suggest Marie because they are highly skilled in the field and will return all of your money. Based on my previous transaction with them, I can state with confidence that she was the only one who successfully returned $52,760 of my lost funds to my account. Her email address is [email protected], and her telegram handle is @Marie_consultancy, or her WhatsApp number is +1 7127594675. I truly appreciate their work and am suggesting her to you today because they are the only ones who can completely return your missing money to your account without any deductions.

  • 14.08.25 00:20 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.08.25 00:20 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.08.25 17:47 Joanne Ruth

    The innovative company Captain Jack Recovery was created to address the challenges associated with recovering cryptocurrency assets.  A group of seasoned professionals with backgrounds in offshore legal solutions, asset recovery, crypto intelligence, and crypto investigations founded Captain Jack Recovery.  For people and companies who have been the victims of bitcoin fraud or theft, his goal is to offer complete recovery options. Conatc address ([email protected])

  • 14.08.25 18:27 lisared

    Losing nearly 500,000 USDT to hackers was one of the most devastating experience of my life. I felt powerless as my hard-earned assets vanished into anonymous blockchain transactions until I found Agent Jasmine Lopez. Her deep expertise, tireless effort, and unwavering focus gave me hope and delivered results. She traced complex transactions, pursued every lead, and recovered a large portion of my stolen funds something I never thought possible. If you’ve lost digital assets, don’t give up. Contact her at recoveryfundprovider [AT] gmail [DOT] com Whats//App at +{44 736-644-5035}. She turned my nightmare into a recovery story, and she could do the same for you

  • 14.08.25 19:23 Joanne Ruth

    The innovative company Captain Jack Recovery was created to address the challenges associated with recovering cryptocurrency assets.  A group of seasoned professionals with backgrounds in offshore legal solutions, asset recovery, crypto intelligence, and crypto investigations founded Captain Jack Recovery.  For people and companies who have been the victims of bitcoin fraud or theft, his goal is to offer complete recovery options. Conatc address ([email protected])

  • 14.08.25 21:49 Rickbayford

    If you need to recover cryptocurrency that has been lost to wallet hackers, internet scammers, or BTC transferred to the wrong address, I suggest Wizard James Recovery, a very trustworthy recovery organization. Just by sending my case to the Expert and supplying the necessary data, Wizard James Recovery was able to help me recover my Bitcoin. I'm glad I was able to recover this much after losing even more to the fraudulent broker I initially put my belief in. Errors are unavoidable, thus we can never be careful enough. If you have lost money to cryptocurrency scams, I strongly advise getting in touch with Wizard James Recovery. Mail: ([email protected])

  • 15.08.25 03:10 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me $800,000 out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram (@RoseCyberHives) and email rosecryptorecovery@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram (@RoseCyberHives) rosecryptorecovery@gmail. com

  • 15.08.25 04:59 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.08.25 04:59 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.08.25 04:59 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.08.25 04:59 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.08.25 09:13 eva117

    Recovery experts and legal experts work together to get back stolen money. They use special skills to find and retrieve assets. This teamwork improves your chances of success. Learning to spot scam warnings is key. Look out for promises of big returns with no risk. Be wary of pressure to invest fast. Contact Marie at [email protected], Telegram @Marie_consultancy, or WhatsApp +1 7127594675. She can help you avoid future scams and recover lost bitcoin

  • 15.08.25 13:27 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.08.25 13:27 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.08.25 20:26 caitlinfedex

    After my wife passed, I found myself lonely and searching for connection. I joined a senior living forum just to talk with others my age to share stories, maybe feel a little less isolated. That’s where I met a man who claimed to be helping retirees like me manage their savings with cryptocurrency. He spoke warmly and convincingly about a retirement care fund that guaranteed lifetime monthly payouts. He said it was specifically designed for people in my stage of life safe secure and backed by health organizations. He gained my trust over weeks of conversation. We spoke daily. He called me by name asked about my late wife, and remembered little details about my life. I believed he genuinely cared. Eventually, I transferred $200000 in USDT the majority of my retirement savings, into the wallet address he provided. That was the last time I heard from him. The forum profile vanished. His phone number stopped working. No response to emails. I was stunned. I couldn’t believe I had been tricked. I didn’t know who to turn to. I felt ashamed and foolish. At my age recovering from a financial loss like this is nearly impossible.My relative stepped in. They searched online for solutions and found TRUST GEEKS HACK EXPERT. I was skeptical at first but they insisted we give them a chance. From the moment we contacted them they treated me with respect patience and genuine concern. Their team didn’t speak in technical riddles. They explained every step. They used blockchain analysis tools to trace the movement of my funds through several addresses.It turned out the wallet was linked to a scam platform. TRUST GEEKS HACK EXPERT worked directly with the USDT issuer and coordinated with relevant platforms to freeze the funds before they were fully laundered.In just two weeks they managed to recover $155000 in USDT.The money helped yes but it was more than that. I no longer felt powerless. I had been taken advantage of but I wasn’t alone in the fight. Thanks to TRUST GEEKS HACK EXPERT I got back not only a large part of my savings but also peace of mind a sense of dignity and hope for the future. If you ever find yourself in such situation I encourage you to contact TRUST GEEKS HACK EXPERT Email.trustgeekshackexpert{At}fastservice{Dot}com — Telegram:: Trustgeekshackexpert & W h a t's A p p  +1 7 1 9 4 9 2 2 6 9 3

  • 15.08.25 20:27 caitlinfedex

    After my wife passed, I found myself lonely and searching for connection. I joined a senior living forum just to talk with others my age to share stories, maybe feel a little less isolated. That’s where I met a man who claimed to be helping retirees like me manage their savings with cryptocurrency. He spoke warmly and convincingly about a retirement care fund that guaranteed lifetime monthly payouts. He said it was specifically designed for people in my stage of life safe secure and backed by health organizations. He gained my trust over weeks of conversation. We spoke daily. He called me by name asked about my late wife, and remembered little details about my life. I believed he genuinely cared. Eventually, I transferred $200000 in USDT the majority of my retirement savings, into the wallet address he provided. That was the last time I heard from him. The forum profile vanished. His phone number stopped working. No response to emails. I was stunned. I couldn’t believe I had been tricked. I didn’t know who to turn to. I felt ashamed and foolish. At my age recovering from a financial loss like this is nearly impossible.My relative stepped in. They searched online for solutions and found TRUST GEEKS HACK EXPERT. I was skeptical at first but they insisted we give them a chance. From the moment we contacted them they treated me with respect patience and genuine concern. Their team didn’t speak in technical riddles. They explained every step. They used blockchain analysis tools to trace the movement of my funds through several addresses.It turned out the wallet was linked to a scam platform. TRUST GEEKS HACK EXPERT worked directly with the USDT issuer and coordinated with relevant platforms to freeze the funds before they were fully laundered.In just two weeks they managed to recover $155000 in USDT.The money helped yes but it was more than that. I no longer felt powerless. I had been taken advantage of but I wasn’t alone in the fight. Thanks to TRUST GEEKS HACK EXPERT I got back not only a large part of my savings but also peace of mind a sense of dignity and hope for the future. If you ever find yourself in such situation I encourage you to contact TRUST GEEKS HACK EXPERT Email.trustgeekshackexpert{At}fastservice{Dot}com — Telegram:: Trustgeekshackexpert & W h a t's A p p  +1 7 1 9 4 9 2 2 6 9 3

  • 15.08.25 21:04 vallatjosette

    My Wild Ride: How a Wizard Hilton Cyber Tech Helped Me Recover Lost Bitcoin of 103,000 It all started when I had the misfortune of misplacing the digital wallet containing my substantial cryptocurrency holdings - a staggering 103,000 bitcoins. I had amassed this sizable fortune over the years through strategic investments and careful trading, but in a moment of carelessness, the private keys to my digital wallet had vanished. Panic set in as I grappled with the gravity of my situation - those bitcoins, worth millions at the time, were effectively lost to the ether, inaccessible and seemingly unrecoverable. Just when I had resigned myself to the devastating financial blow, a chance encounter with a self-proclaimed "digital wizard" Wizard Hilton Cyber Tech presented a glimmer of hope. This enigmatic individual, who operated in the shadowy corners of the crypto underworld, claimed to possess the arcane knowledge and skills necessary to retrieve my lost digital wealth. Intrigued and desperate, I put my skepticism aside and entrusted this mysterious wizard with the task. What followed was a wild, suspenseful journey into the depths of blockchain technology and cryptography, as the wizard navigated complex algorithms, exploited vulnerabilities, and pieced together the puzzle of my missing private keys. After days of intense effort, Wizard Hilton Cyber Tech emerged triumphant, having successfully recovered the entirety of my 103,000 bitcoin stash. The sheer relief and elation I felt in that moment was indescribable, as I regained access to my small digital fortune and was able to secure my financial future. This harrowing experience taught me the invaluable lesson of never taking the security of my cryptocurrency holdings for granted, and the importance of always maintaining the utmost diligence when it comes to protecting one's digital wealth. Email: wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com WhatsApp number  +18737715701 Thanks.

  • 16.08.25 06:53 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.08.25 06:53 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.08.25 06:53 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.08.25 07:01 lisared

    Losing nearly 500,000 USDT to hackers was one of the most devastating experience of my life. I felt powerless as my hard-earned assets vanished into anonymous blockchain transactions until I found Agent Jasmine Lopez. Her deep expertise, tireless effort, and unwavering focus gave me hope and delivered results. She traced complex transactions, pursued every lead, and recovered a large portion of my stolen funds something I never thought possible. If you’ve lost digital assets, don’t give up. Contact Recoveryfundprovider@gmail. com WhatsApp at +{44 736-644-5035}. She turned my nightmare into a recovery story, and she could do the same for you.

  • 16.08.25 17:05 mark

    I see a lot of recommendations online and it’s already obvious there are bad eggs online who will only add to your mystery. I can only recommend one and you can reach them via mail on (zattechrecovery @ gmail c0 m ) if you need help on recovering what you lost to scammers.

  • 17.08.25 03:33 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.08.25 03:33 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.08.25 05:22 aveasley4

    I’m a California resident who was contacted by someone named “Lin” on WhatsApp. Our conversation eventually turned to cryptocurrency investments. Lin introduced me to a trading platform called CBOTBIT (https://cbotbit.com), walked me through setting up an account, and guided me on transferring funds. Under Lin’s direction, I began trading and was led to believe that my account was growing significantly. However, when I attempted to withdraw my funds, I was unable to do so — and shortly after, the website went offline entirely. I had invested over $340,000 in Bitcoin, planning to use it for my retirement. The experience was devastating, and I was at a loss for what to do next. Eventually, I came across [email protected] and decided to reach out. I followed their instructions, and within a few days, I was able to recover my original investment. I'm incredibly relieved and grateful for their assistance, and I recommend contacting them if you’re in a similar situation and need help recovering lost funds.

  • 17.08.25 17:49 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.08.25 17:49 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.08.25 17:49 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 18.08.25 21:10 Connorhelms

    I can honestly say losing my bitcoin savings was one of the darkest moments of my life. I had put everything I could into that investment, believing it would secure my future, only to wake up one day and realize the platform had vanished with all my funds. The feeling was indescribable, fear, shame, and helplessness all at once. I thought I’d never see that money again. Then I came across Alpha Spy Nest. At first, I was hesitant, I had already been deceived once, and the thought of trusting anyone else terrified me. But something about their professionalism and the way they patiently explained things gave me a little hope. For the first time in weeks, I felt like I wasn’t completely alone in the fight. They listened to my story without judgment, broke down the technical side in a way I could understand, and reassured me that there was still a chance. Watching them work was incredible. They traced every transaction, uncovered where my bitcoin had been moved, and kept me updated through every stage. It felt like they cared as much about my recovery as I did. The day they told me they had successfully recovered my lost savings, I actually cried. Seeing those funds back in my wallet felt unreal, it was like a huge weight had been lifted off my shoulders. Beyond just recovering my bitcoin, Alpha Spy Nest gave me back my peace of mind and restored a trust I thought I had lost forever. I’m forever grateful to them. If I hadn’t found Alpha Spy Nest, I’d still be stuck in regret and despair. Instead, I now share my story as proof that recovery is possible. You can also reach out to them via: Email: [email protected], WhatsApp: +15132924878‬, Telegram: https://t.me/Alphaspynest, Website: www.alphaspynest.org

  • 18.08.25 22:17 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 18.08.25 22:17 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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