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[Перевод] Навыки (Skills) для Claude: почему папка с Markdown-файлами может оказаться важнее кастомных GPT

Сегодня утром Anthropic представили Claude Skills — новый подход к расширению возможностей своих моделей. Идея настолько проста, что гениальна, и, возможно, это куда более значимый шаг, чем нашумевшие в свое время кастомные GPT.

Из анонса Anthropic:

Claude теперь может использовать Навыки (Skills) для улучшения выполнения конкретных задач. Навыки — это, по сути, папки с инструкциями, скриптами и ресурсами, которые Claude может подключать по мере необходимости.

Модель обращается к навыку только тогда, когда это релевантно текущей задаче. При использовании навыки делают Claude лучше в специализированных областях, будь то работа с Excel или соблюдение брендбука вашей компании.

Более подробное техническое описание можно найти в их инженерном блоге, а примеры — в новом GitHub-репозитории anthropic/skills.

(Забавно, что я случайно опередил их анонс, когда на прошлой неделе занимался реверс-инжинирингом этой функции!)

Концептуально «навыки» до смешного просты: это Markdown-файл, который объясняет модели, как что-то делать. По желанию его можно дополнить другими документами и готовыми скриптами, которые модель может запускать для выполнения задач, описанных в навыке.

Оказывается, недавняя фича Claude по созданию документов, представленная вместе с интерпретатором кода, была полностью реализована с помощью этих самых навыков. Теперь они доступны в репозитории Anthropic и покрывают форматы .pdf, .docx, .xlsx и .pptx.

Есть одна деталь, которая превращает это из «просто кучи файлов» в настоящую фичу. В начале сессии Claude может просканировать все доступные файлы навыков и прочитать краткое описание каждого из YAML-заголовка в Markdown-файле. Это очень эффективно с точки зрения токенов: каждый навык занимает всего несколько десятков токенов в контексте, а полные инструкции загружаются только тогда, когда пользователь запрашивает задачу, для которой этот навык может пригодиться.

Практический пример: создаем гифку для Slack

Вот метаданные из примера навыка slack-gif-creator, который Anthropic опубликовали сегодня:

codeYaml

# toolkit_name: slack_gif_creator
# toolkit_description: |
#   Инструментарий для создания анимированных GIF, оптимизированных для Slack,
#   с валидаторами ограничений по размеру и композитными примитивами анимации.
#   Этот навык применяется, когда пользователи запрашивают анимированные GIF
#   или эмодзи-анимации для Slack по описаниям вроде "сделай мне гифку для Slack,
#   где X делает Y".

Я решил протестировать этот навык в мобильном веб-приложении Claude на модели Sonnet 4.5. Сначала я включил навык slack-gif-creator в настройках, а затем отправил промпт:

Сделай мне гифку для Slack о том, что Навыки (Skills) намного круче кастомных GPT (MCPs в оригинале).

Ладно, конкретно эта гифка ужасна. Но прелесть навыков в том, что их очень легко итерировать и улучшать.

А вот что интереснее — фрагменты Python-скрипта, который сгенерировал Claude (мои комментарии):

codePython

# Начинаем с добавления директории навыка в Python path
import sys
sys.path.insert(0, '/mnt/skills/examples/slack-gif-creator')

from PIL import Image, ImageDraw, ImageFont
# Этот класс находится в директории core/ нашего навыка
from core.gif_builder import GIFBuilder

# ... код, который собирает GIF ...

# Сохраняем на диск:
info = builder.save('/mnt/user-data/outputs/skills_vs_mcps.gif', 
                    num_colors=128, 
                    optimize_for_emoji=False)

print(f"GIF успешно создана!")
print(f"Размер: {info['size_kb']:.1f} KB ({info['size_mb']:.2f} MB)")
print(f"Кадров: {info['frame_count']}")
print(f"Длительность: {info['duration_seconds']:.1f}s")

# Используем функцию check_slack_size() из навыка, чтобы убедиться,
# что файл подходит для Slack:
passes, check_info = check_slack_size('/mnt/user-data/outputs/skills_vs_mcps.gif', is_emoji=False)
if passes:
    print("✓ Готово для Slack!")
else:
    print(f"⚠ Размер файла: {check_info['size_kb']:.1f} KB (лимит: {check_info['limit_kb']} KB)")

Это довольно круто. Гифки в Slack должны быть не больше 2 МБ, поэтому в навык встроена функция валидации, которую модель использует для проверки размера файла. Если он окажется слишком большим, модель может попытаться сгенерировать его заново, но уже с другими параметрами.

Ключевое отличие: зависимость от среды исполнения

Механизм навыков полностью зависит от того, есть ли у модели доступ к файловой системе, инструментам для навигации по ней и возможность выполнять команды в этой среде.

Сегодня это уже стандартный паттерн для LLM-инструментов. ChatGPT Code Interpreter был первым громким примером в начале 2023 года, а позже этот подход распространился на локальные машины через такие инструменты, как Cursor, Claude Code, Codex CLI и Gemini CLI.

Это требование — самое большое отличие «навыков» от предыдущих попыток расширить возможности LLM, таких как плагины ChatGPT или кастомные GPT. Это существенная зависимость, но она открывает просто ошеломляющие возможности.

Тот факт, что навыки настолько мощные и простые в создании, является еще одним аргументом в пользу предоставления LLM доступа к безопасной среде исполнения кода. Слово «безопасной» здесь, конечно, ключевое! Нам действительно нужно понять, как наилучшим образом изолировать эти среды, чтобы атаки вроде prompt injection наносили лишь приемлемый ущерб.

Claude Code как универсальный агент

В январе я делал несколько опрометчивых прогнозов об ИИ, в том числе о том, что «агенты» снова не взлетят. Я оказался совершенно неправ. 2024 (в оригинале 2025, но адаптируем) год стал годом «агентов», какое бы из множества противоречивых определений вы ни использовали (я в итоге остановился на «инструменты в цикле»).

Оглядываясь назад, Claude Code — не очень удачное название. Это не просто инструмент для кодинга, это инструмент для общей автоматизации компьютера. Всё, чего можно достичь, вводя команды в терминал, теперь может быть автоматизировано с помощью Claude Code. По сути, это и есть универсальный агент. И «навыки» делают эту идею еще более очевидной и явной.

Потенциальные применения этого трюка просто головокружительны. Посмотрим на это с точки зрения дата-журналиста: представьте себе папку с навыками, которые охватывают следующие задачи:

  • Где брать данные переписи населения США и как понимать их структуру.

  • Как загружать данные из разных форматов в SQLite или DuckDB, используя подходящие Python-библиотеки.

  • Как публиковать данные в онлайне: в виде Parquet-файлов на S3 или таблиц в Datasette Cloud.

  • Навык, написанный опытным дата-репортером, о том, как находить интересные истории в новом наборе данных.

  • Навык, который описывает, как создавать чистые, читаемые визуализации данных с помощью D3.

Поздравляю, вы только что создали «агента для дата-журналистики», который может находить и помогать публиковать истории на основе свежих данных. И вы сделали это с помощью папки с Markdown-файлами и парой примеров Python-скриптов.

Навыки vs. Кастомные GPT и RAG

Концепция кастомных GPT от OpenAI (и аналогичные ей) вызвала огромный ажиотаж. Но со временем стали очевидны их ограничения. Самое значительное — расход токенов. Одна только системная инструкция для сложного GPT может «съесть» десятки тысяч токенов, оставляя мало места в контекстном окне для реальной работы. RAG (Retrieval-Augmented Generation) тоже просто «забивает» контекст найденными документами.

Навыки работают иначе. Они не просто дают модели информацию (как RAG) или одну большую инструкцию (как GPTs). Они дают ей инструменты и процессы. cli-tool --help — это очень экономный способ дать модели инструмент, ведь ей не нужно хранить всю документацию в контексте. Навыки идут еще дальше: теперь даже не нужно создавать отдельный CLI-инструмент. Можно просто положить Markdown-файл с описанием задачи, добавив скрипты только там, где они действительно нужны для надежности или эффективности.

Нашествие навыков

Что особенно радует в «навыках» — это то, как легко ими делиться. Я ожидаю, что многие навыки будут состоять из одного файла, а более сложные — из папки с несколькими файлами.

Но самое главное в их дизайне — ничто не мешает использовать их с другими моделями.

Вы можете прямо сейчас взять папку с навыком, указать на нее любому code-агенту (будь то Codex CLI или Gemini CLI) и сказать: «прочитай pdf/SKILL.md, а затем создай мне PDF с описанием этого проекта». И это сработает, несмотря на то, что эти инструменты и модели ничего не знают о системе «навыков» Anthropic.

Я ожидаю, что мы увидим кембрийский взрыв в создании «навыков», по сравнению с которым прошлогодняя гонка кастомных GPT покажется детской забавой.

Вся соль — в простоте

Я уже видел критику в духе: «Это настолько просто, что даже фичей не назовешь». Действительно, многие уже экспериментировали с трюком, добавляя инструкции в Markdown-файл и прося агента прочитать его перед выполнением задачи.

Но именно в этой простоте и заключается вся прелесть.

Кастомные GPT и плагины — это целые протоколы и спецификации. А «навыки» — это Markdown с небольшим вкраплением YAML-метаданных и опциональными скриптами. Это гораздо ближе к духу самих LLM: просто дай модели текст, и пусть она сама разберется.

Они перекладывают сложные части на среду исполнения и саму LLM. Учитывая все, что мы узнали о способности языковых моделей работать с инструментами за последние пару лет, я думаю, это очень разумная стратегия.

Создано при поддеркжке канала Слайдер Данные

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    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 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

  • 13.10.25 01:11 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

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 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

  • 14.10.25 08:46 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

  • 14.10.25 08:46 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

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 20:17 tyleradams

    As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail

  • 17.10.25 20:20 lindseyvonn

    Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet

  • 17.10.25 20:22 richardcharles

    I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.

  • 17.10.25 20:23 stevekalfman

    If you need a hacker for scam crypto recovery or mobile spy access remotely kindly reach out to [email protected] for quick response, I hired this hacker and he did a nice job. before NVIDIA TECH HACKERS, I met with different hacker's online which turns out to be scam, this NVIDIA TECH HACKERS case was different and he is the trusted hacker I can vote and refer.

  • 17.10.25 21:42 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

  • 17.10.25 21:42 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

  • 17.10.25 21:42 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

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