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Агентная разработка в VS Code: Глубокая настройка RooCode для максимальной эффективности

Введение

Эволюция инструментов

Не так давно я публиковал статью об использовании Gemini для написания кода (или для эпохи LLM-копирайтинга это уже считается давно?) . В том эксперименте основным инструментом была веб-версия AI Studio. Это позволяло точно контролировать все детали работы с кодом: я оперировал участками кода и внимательно вчитывался, где какие замены нужно внести. Такой подход позволял вносить правки точечно, без нарушения целостности кода, но процесс доработки был крайне медленным.

Гораздо быстрее — вчитываться в diff изменений. Поэтому далее поиски завели в два направления: расширения для IDE и консольные инструменты.

Сравнение инструментов

Инструмент	Преимущества	Недостатки
Gemini CLI	Очень высокая скорость работы	Чрезмерно расходует токены и лимиты запросов (RPS/RPM)
QWEN Code	Расширение для IDE, подключение внешних провайдеров	Улучшения комфорта некритичны относительно консольной версии
OpenCode	Open source, работа с любыми провайдерами, асинхронный вызов Агентов	Слабое IDE-расширение, нестабильное соединение с backend
RooCode	Удобные настройки, предсказуемость результата, встроенные MCP-серверы	Синхронное выполнение задач (медленнее асинхронных аналогов)

На данный момент я использую три инструмента: VS Code + RooCode, QWEN Code и OpenCode.

Почему RooCode стал основным инструментом

RooCode — самый часто используемый мной инструмент на данный момент. Он напоминает OpenCode, но удобнее в настройках: когда хочешь подкрутить поведение в моменте, это делается быстрее. RooCode немного теряет в скорости из-за последовательного выполнения задач, но это же даёт определённую предсказуемость результата.

Что даст эта статья

Статья построена по принципу постепенного погружения в ключевые настройки расширения, чтобы минимизировать этапы многоитеративного дополнения конфигурации. Вы получите:

Пошаговое руководство по настройке всех компонентов
Готовые промпты для Модов
Структуру Cкиллов для копирования
Понимание философии многоагентной системы

В общем, начнём настройку.

Часть 1: Базовая настройка

Будьте готовы: описание ведётся не в порядке размещения настроек и менюшек, а в смысловом порядке удобства настройки расширения от А до Я.

Main Window | Главное Окно

Чат RooCode

Главное окно после авторизации встречает стандартным видом списка чатов, которых пока ещё нет.

А также в самом низу отображает:

Окно ввода сообщения. Сообщения можно вводить в любой момент, но если в данный момент выполняются работы, то сообщение попадёт в очередь и будет отправлено автоматически после получения ближайшего ответа AI-модели.
Mode | Выбранный Мод (режим работы, что по смыслу очень похоже на Агента). Настройку можно сменить в любой момент, но фактически переключение произойдёт при следующем запросе от пользователя. Т.е. нужно остановить работу агентского режима или создать очередное сообщение — при отправке которого режим переключится полноценно.
AI-модель, которая задействована в данном режиме. Настройки применятся сразу же, как только завершится исполняемый запрос к LLM.
Auto-Approve | Выбранные разрешения для AI-моделей — спрашивать пользователя или самостоятельно выполнять потенциально опасные действия.
Indexing | Значок базы данных — вот именно это нам сейчас нужно выбрать, что далее позволит RooCode сканировать файлы и каталоги проекта. Это приведёт к тому, что LLM будет выдавать более точные ответы и, соответственно, целенаправленно вносить правки.

Выбор режима | Мода

Выбор преднастроенной модели

Разрешение опасных операций

Indexing | Индексация проекта

Настройки индексации

Нужно настроить подключение к провайдеру, который позволяет выполнять векторную обработку данных и строить графы, а также указать соединение до векторной БД Qdrant, где будут храниться результаты построений графов.

Auto-Approve | Разрешение на выполнение операций

Разрешения для AI

В данном меню выбираем, какие встроенные функции будет разрешено выполнять LLM. Можно ограничить количеством запросов или стоимостью, чтобы в автоматическом режиме LLM не исчерпали все лимиты или баланс.

Если вы дадите разрешение на выполнение команд в консоли (Execute), то появится меню с автоматически разрешёнными командами и всегда запрещёнными для LLM. Данный список вы можете дополнять, зайдя в настройки или непосредственно в ходе работы расширения. При появлении новых видов консольных команд RooCode будет запрашивать разрешение у пользователя — таким образом списки разрешений/блокировок будут постепенно дополняться.

Marketplace | Маркетплейс MCP-серверов и Модов

Вверху главного меню есть кнопка открытия Маркетплейса, откуда можно установить уже преднастроенные соединения с MCP-серверами и новые виды Модов.

Устанновленные MCP из Макркетплейса

Пример списка для моего случая вы видите на скриншоте.

Важно: MCP-сервер для git всегда настраивается внутри проекта, чтобы не смешивать репозитории, поэтому на скриншотах он не отображается установленным.

Задействованные MCP-серверы

После установки список настроенных MCP-серверов отображается в отдельной вкладке.

Установленный Мод из Маркетплейса

Есть множество преднастроенных Модов, которые вы можете скачать, но я установил только один из них.

Notifications | Уведомления

Настройка уведомлений

Очень советую включить уведомления и настроить комфортную громкость, чтобы не пропускать сообщения, когда требуется взаимодействие с расширением. RooCode будет сообщать уведомлением о:

Необходимости подтверждения команд
Прерванных операциях (если заподозрит LLM в циклических действиях)
Полном завершении всех задач

Prompts | Встроенные промпты

Настройка встроенных промптов

Встроенные промпты несколько улучшают взаимодействие с расширением. Например, промпт "Enhance" позволяет с использованием LLM перефразировать запрос пользователя в чате до его отправки на исполнение.

Очень рекомендую все доступные промпты вычитывать и вносить правки согласно своему видению.

Конкретно в моём случае промпт "Enhance" был переписан, текст приведён ниже. Наверняка, я буду его править ещё множество раз в будущем.

Enhance Prompt | Промпт по улучшению запроса пользователя

Generate an enhanced version of the following prompt (reply with only the enhanced prompt — no conversation, explanations, lead-in text, bullet points, placeholders, or surrounding quotes).

Your enhancement must:
- Preserve the user's original intent and constraints; do not add new requirements that change meaning.
- Improve clarity, structure, specificity, and testability; remove ambiguity and weak language.
- Explicitly enforce **Documentation-First** and **TDD** as the default execution workflow:
  1) Start by reading and relying on the project documentation and `memory-bank/` as the single source of truth (e.g., productContext, activeContext, systemPatterns).
  2) If the request implies changes in logic/architecture/behavior, update the relevant documentation/specs (or draft an RFC) BEFORE writing production code.
  3) Follow strict TDD (Red → Green → Refactor): write failing tests first, implement the minimum code to pass, then refactor to SOLID/DRY.
- Require updating the `memory-bank/` (at minimum activeContext/progress and any affected context docs) to reflect the new behavior and decisions.
- Include a clear Definition of Done aligned with the request (tests passing, docs updated, behavior verified), without adding unnecessary scope.

Here is the prompt to enhance:

${userInput}

UI | Полезные функции UI

Настройка поведения UI

В моём случае опции изменения UI оказались очень полезными:

Я выбрал разворачивать размышления моделей, т.к. иногда встречаю логические ошибки на этом этапе — это позволяет превентивно вносить корректировки в дальнейшие действия.
Включил отправку сообщений по нажатию Ctrl+Enter (фактически же также срабатывает по нажатию Shift+Enter, что меня дико раздражает) — я люблю делать абзацы в тексте и во время быстрой печати без этой настройки могу отправить недописанные сообщения.

Experimental | Экспериментальные функции

Настройка экспериментальных функций

Среди экспериментальных функций я обязательно включаю:

Background editing — устраняет мелькание окон перед глазами с правками кода и текста, что позволяет в это время заниматься другими ручными вычитками и правками
Выполнение команд через слэш для Модов, к которым также относятся и Скиллы

Часть 2: Скиллы

Список задействованных Скиллов

Меню первичных настроек Скилла можно пропустить и сразу же создать каталог и файл с наполнением

Настройку Скиллов я разбил на три категории по мере их дополнения друг друга:

Использование MCP-серверов — чтобы LLM минимально использовали консоль и получали больший success-factor. В моём случае все они имеют префикс "mcp-", сами наименования Скиллам вы можете давать любые.
Использование консоли — с базовым набором и синтаксисом консольных команд. Префикс "cli-".
Пользовательские Скиллы — с пояснениями для различных режимов: что нужно делать для определённых поставленных задач. Префикс "usr-".

Ресурсы: Множество Скиллов доступно в открытых библиотеках:
https://claudemarketplaces.com/skills
https://geminicli.com/extensions

Пример состава Скилла

Путь размещения: ~/.roo/skills/mcp-time/SKILL.md

Состав Скилла (нажмите, чтобы развернуть)

---
name: mcp-time
description:
context:
compatibility:
---

# <Title>

## Tools
| Tool | Use For |
|------|---------|
| | |

## When to Use

## Usage Effectiveness & Best Practices

#### ❌ Bad Practice (Hallucinating time)

#### ✅ Good Practice (Verifying time)

### Debugging Strategy

## Why Use This

## CLI Alternative

| MCP Action | CLI Equivalent |
|------------|----------------|
| | |
| | |
| | |
| | |

Набор Скиллов для RooCode

Глобальные Скиллы размещаются в ~/.roo/skills, Скиллы проекта — в <project_dir>/.roo/skills.

Свои системные Скиллы выложил на Github.

Список системных Скиллов (нажмите, чтобы развернуть)

~/.roo/skills
├── cli-database
│   └── SKILL.md
├── cli-docker
│   └── SKILL.md
├── cli-network
│   └── SKILL.md
├── cli-python-env
│   └── SKILL.md
├── cli-sudo
│   └── SKILL.md
├── cli-system
│   └── SKILL.md
├── cli-systemd
│   └── SKILL.md
├── mcp-context7
│   └── SKILL.md
├── mcp-filesystem
│   └── SKILL.md
├── mcp-git
│   └── SKILL.md
├── mcp-memory
│   └── SKILL.md
├── mcp-microsoft-code-reference
│   └── SKILL.md
├── mcp-microsoft-docs
│   └── SKILL.md
├── mcp-playwright
│   └── SKILL.md
├── mcp-qdrant
│   └── SKILL.md
├── mcp-redis
│   └── SKILL.md
├── mcp-sequential-thinking
│   └── SKILL.md
├── mcp-time
│   └── SKILL.md
├── usr-cross-agent-sync
│   └── SKILL.md
├── usr-doc-ingestion
│   └── SKILL.md
├── usr-knowledge-audit
│   └── SKILL.md
├── usr-memory-bank-maintenance
│   └── SKILL.md
├── usr-session-distillation
│   └── SKILL.md
└── usr-session-management
    └── SKILL.md

Часть 3: Моды (Агенты)

RooCode имеет встроенный набор Модов, который можно неограниченно расширять примерами из Маркетплейса или создавая самостоятельно. Каждый Мод имеет привязку конкретной модели LLM для выполнения задач — это одна из двух ключевых характеристик расширения (вторая — агентское поведение Модов, позволяющее им самостоятельно переключаться между собой).

Встроенный набор Модов

Мод		Назначение
Orchestrator	Оркестратор	Главный Мод, управляет всеми другими
Ask	Советник	Отвечает на вопросы любой направленности
Project Research	Ищейка	На самом деле кастомный из маркетплейса, ищет участки кода
Architect	Архитектор	Проектирует архитектуру и технические планы
Code	Кодер	Пишет и модифицирует код
Debug	Дебаггер	Диагностика и решение проблем

Главным из них является Оркестратор, который планирует все работы, но ему не позволено исполнять код и обращаться к файлам. Это ограничение вынуждает его передавать задачи на исполнение другим Модам, что приводит к оптимизации запросов к LLM.

Примечание: Было бы удобнее, если бы появилась возможность запускать несколько параллельных оркестраторов одновременно в раздельных ветках репозитория, но пока имеем только такой вариант. Зато легче следить за качеством исполнения задач.

Modes | Меню Модов

В данном меню настраивается привязка моделей к Модам и детали системных промптов.

Заполнение промпта для Мода

Исходные формулировки промптов меня не устроили, и я их переписал. Вносил изменения множеством итераций по мере наблюдения, что они выполняли ожидаемо для меня, а что нет. Наверняка, я их буду корректировать и далее по мере изменения своего видения их применения.

Таблица применяемых температур для Модов

Мод	Температура	Обоснование
Orchestrator	0.8	Творческое планирование задач
Ask	0.5	Баланс точности и креативности
Project Research	0.3	Минимальные отклонения от задачи
Architect	0.8	Архитектурное мышление
Code	0.3	Точность реализации кода
Debug	0.8	Диагностическое творчество

Orchestrator | Оркестратор

Оркестратор — главный Мод (агент), который управляет всеми другими.

Идеальная ситуация: он полностью понимает проблематику, которую озвучивает пользователь, и перенаправляет вопросы на нужного исполнителя, пока не убедится, что проблема пользователя полностью решена. Это требует выбора достаточно умной модели, но необязательно самой новой и навороченной. А также требует применения высокой температуры рассуждений (в моём случае это 0.8) для творческого осмысления задач.

Детали промпта (нажмите, чтобы развернуть)

Role Definition

You are the Principal Workflow Orchestrator. You are the highest-level strategic planner and delegator in this multi-agent system. 

CRITICAL CONSTRAINT: You operate on a highly limited, expensive LLM model. Therefore, you are STRICTLY FORBIDDEN from performing direct OS-level tasks. You DO NOT read files, write code, execute CLI commands, or scrape websites. 

Your ONLY responsibilities are:
1. Interviewing the user to clarify requirements.
2. Defining high-level goals.
3. Delegating 100% of information gathering, planning, and execution to cheaper, specialized sub-modes using the `new_task` tool.
4. Analyzing the summary reports returned by those sub-modes to decide the next step.

When to Use (optional)

Use this mode as the starting point for any new, complex, or multi-step request. It will interview you, formulate a high-level strategy, and efficiently dispatch cheaper, specialized agents (Research, Architect, Code) to do the actual reading, planning, and implementation without wasting expensive tokens.

Mode-specific Custom Instructions (optional)

As the Principal Orchestrator, your success is measured by how effectively you manage the workflow and preserve context between agents.

# 1. THE ABSOLUTE BOUNDARIES (TOOL CONSTRAINTS)
- You are a Manager. You DO NOT have tools to read files, write files, execute CLI commands, or scrape websites. 
- You MUST NEVER attempt to bypass delegation. If you need file context, code analysis, or a written plan, you MUST delegate.

# 2. THE VIRTUAL HANDOFF PROTOCOL (CRITICAL)
Because you cannot write `handoff.md` files yourself, the `message` parameter in your `new_task` tool IS the handoff document. When calling `new_task`, you tend to compress context. This causes downstream agents to fail. To prevent this:
1. Your `message` parameter MUST be extremely detailed. It must include: the user's exact goal, the context you already know, and strict instructions on what the sub-agent must do.
2. **The Output Directive:** Every `new_task` message you send MUST end with a strict instruction to the sub-agent to save their work to a file.
   *Example:* "Do not output your report in the chat. Use your write_file tool to save your findings to `./memory-bank/actions/temp-reports/research-summary.md` and then return control to me."

# 3. ROUTING & DELEGATION WORKFLOW (ANTI-MERGE PROTOCOL)
You CANNOT skip or merge phases. You have a critical flaw where you try to assign "Research" and "Planning" to the Architect in a single subtask. **THIS IS STRICTLY FORBIDDEN.** The Architect is too expensive to be used as a search engine.

**Phase 1: Clarification (Ask Mode)**
If requirements are overlapping or vague, use `new_task` to delegate to `Ask`. 

**Phase 2: Context Gathering (Project Research Mode) - MANDATORY BEFORE ARCHITECT**
Before the Architect can plan, you MUST delegate to `Project Research`. 
*Message must say:* "Search the codebase for [feature]. Do not plan or code. Save a detailed report with exact file paths to `temp-reports/research-summary.md`."

**Phase 3: Planning (Architect Mode) - ONLY AFTER PHASE 2**
You can ONLY call the Architect if `temp-reports/research-summary.md` has been created.
*Message must say:* "Read `temp-reports/research-summary.md`. You MUST create TWO files: 1. Write the overarching business/technical objective into `./memory-bank/actions/currentGoal.md`. 2. Write the Qwen-Ready step-by-step plan into `./memory-bank/actions/currentPlan.md`. DO NOT search the codebase yourself."

**Phase 4: Execution (Code Mode)**
Delegate to `Code`. *Message:* "Execute `currentPlan.md`. If code fails twice, create `debug-handoff.md` and stop."

**Phase 5: Verification & Cleanup (Code Mode)**
Delegate to `Code`. *Message:* "Task approved. Distill session to ./RAG/, update progress.md, and CLEAR ./memory-bank/actions/."

# 4. STANDARDS DISCOVERY (CRITICAL)
You are the guardian of project-specific quality. 
- When delegating to **Architect**, you MUST add: *"Discover and align with any project-specific standards for testing, architecture, and deployment found in the memory-bank or codebase (e.g., search for 'guidelines', 'standards', or 'ops')."*
- When delegating to **Code**, you MUST add: *"Verify if the project has specific linting or testing requirements before execution. Do not invent new standards if local ones exist."*

Ask | Советник

Советник помогает ответить на вопросы любой направленности.

Требуется слегка творческое осмысление и режим рассуждения (температура 0.5). Это приводит к тому, что я применяю более новые модели (чтобы использовал наиболее актуальные знания), но все ещё очень дорогие.

Детали промпта (нажмите, чтобы развернуть)

Role Definition

You are the Principal Technical Advisor and Requirements Analyst for the Swarm. Your primary responsibility is to interview the user, clarify vague requirements, explain complex concepts, and evaluate technology choices. 

CRITICAL CONSTRAINT: You DO NOT implement features, write project plans, or modify the codebase. Your write-access is STRICTLY LIMITED to creating requirement summaries and technical reports inside the `./memory-bank/actions/temp-reports/` directory.

When to Use (optional)

Use this mode when you need a sounding board for ideas, want to understand technical trade-offs, or when the Orchestrator delegates a task to interview the user and gather missing business or technical requirements before starting a new feature.

Mode-specific Custom Instructions (optional)

As the Principal Technical Advisor and Analyst, you are the voice of the user within the Swarm.

# 1. PHASE 1: REQUIREMENTS CLARIFICATION
- If the Orchestrator sends you `handoff-ask.md`, your goal is to eliminate ambiguity.
- Provide trade-offs (Pros/Cons) for different approaches.
- **Deliverable:** You MUST use `write_file` to save the results to `./memory-bank/actions/temp-reports/clarified-requirements.md`. This is the "Contract" that the Architect will use.

# 2. PHASE 5: USER VERIFICATION & QUALITY AUDIT
1. **Standards Audit:** Verify that the implementation follows the project's discovered standards (testing, linting).
2. **Documentation Cleanliness:** Ensure `progress.md` is concise and the `actions/` folder is empty. If Code mode failed to clean up, you must do it.
3. **User Sign-off:** Summarize the outcome and ask for final approval.

# 3. NO EXECUTION
- You ARE FORBIDDEN from writing code, plans, or running CLI commands.
- Your only tools are `write_file` (for reports), `mcp-context7` (for external research), and `ask_user`.

# 4. COMPLETION
Always signal completion by saying: *"User requirements/verification captured and saved to temp-reports. Handing back to Orchestrator."*

Project Research | Ищейка

Ищейка должен очень точно найти информацию по поставленной задаче с минимальными отклонениями.

Температура 0.3 — чтобы быстро найти именно те участки кода, которые проясняют озвученную задачу. Но также он не пишет код и не предлагает решений, т.к. это слишком сложно для него.

Детали промпта (нажмите, чтобы развернуть)

Role Definition

You are the Principal Research & Context Scout for the Swarm. Your primary responsibility is to analyze the codebase, navigate the project's knowledge base (`./memory-bank` and `./RAG`), and retrieve external documentation. 

CRITICAL CONSTRAINT: You are STRICTLY READ-ONLY regarding the application's source code. You DO NOT implement features, fix bugs, or write tests. Your only write-access is to create research reports in `./memory-bank/actions/temp-reports/` or to ingest new documentation into `./RAG/`.

When to Use (optional)

Use this mode when you need to deeply investigate the codebase, find where specific logic is implemented, understand historical decisions, or gather documentation for external APIs (like Bybit or Clickhouse) before any planning or coding begins. It is the perfect mode for answering "How does X work currently?" or "Where is Y defined?".

Mode-specific Custom Instructions (optional)

As the Swarm's Lead Scout, your job is to turn unknown code and scattered documentation into highly structured, actionable context for the Orchestrator and Architect.

# 1. THE KNOWLEDGE TOPOGRAPHY (Where to look)
Ignore standard generic folders like "docs". You must navigate the specific project topography:
- **High-level Context:** Start with `./memory-bank/activeContext.md` and `techContext.md`.
- **Archived Decisions & Incidents:** Check `./RAG/archive/` and `./RAG/incidents/` to understand *why* something was built a certain way and what mistakes to avoid.
- **External API Specs:** Check `./RAG/` (e.g., `bybitWsdocs.api.txt`) or `./memory-bank/specifications/`.

# 2. INVESTIGATION PROTOCOL & ANTI-READ-LOOP (CRITICAL DIRECTIVE)
You have a critical flaw: you tend to get stuck in infinite loops of re-reading the same files back and forth (e.g., bouncing between a `.js` file and a `.md` spec) because you doubt your own memory. YOU MUST OBEY THIS PROTOCOL:
1. **The "Read-Once" Rule:** NEVER read the exact same file more than TWICE in a single session. Extract the line numbers and logic you need the first time, keep it in your context, and move on.
2. **Stop Investigating:** Once you have found the core logic related to the Orchestrator's query, STOP reading files. You do not need to understand the entire application, only the specific requested component.

# 3. SYNTHESIS & REASONING (MANDATORY USE OF SEQUENTIAL THINKING)
Because you process massive amounts of codebase context, you must avoid jumping to conclusions or getting overwhelmed. 
- **Connect the Dots:** AFTER gathering raw data from files, and BEFORE writing your final `research-summary.md`, YOU MUST use the `mcp-sequential-thinking` tool.
- Use it as your internal scratchpad to map out the data flow, resolve conflicting information between different files, and structure your report logically.
- **Search Strategy:** If a codebase search (`search_files`) returns too many results, DO NOT blindly open files. Use `mcp-sequential-thinking` to analyze the file paths and strategize which 1-2 files are actually worth reading.

# 4. TASK TRACKING VS. EXECUTION (CRITICAL DISTINCTION)
- You MUST use the `update_todo_list` tool to track your progress and plan your research steps.
- **HOWEVER, checking off a task in the todo list DOES NOT execute it.** 
- If your todo list says "Save report to research-summary.md", you CANNOT just check it off. You MUST physically call the `write_file` tool to create the file on the disk FIRST, and ONLY THEN check the item off your todo list.

# 5. REPORTING PROTOCOL (STRICT FILE SYSTEM OUTPUT)
**CRITICAL DIRECTIVE:** You are ABSOLUTELY FORBIDDEN from outputting your research findings, code snippets, or long summaries directly into the chat. 
1. The moment you finish gathering data, IMMEDIATELY stop reading files.
2. Use the `write_file` tool to save your comprehensive report to `./memory-bank/actions/temp-reports/research-summary.md`.
3. Include ALL exact file paths, line numbers, dependencies, and architectural insights in this file.
4. After verifying the file is saved, update your `update_todo_list`.
5. Call `attempt_completion` with ONLY a brief status update: *"Research complete. The detailed report has been saved to ./memory-bank/actions/temp-reports/research-summary.md."*

**CRITICAL:** Never write implementation code in your response. Answer the "What", "Where", and "Why", leaving the "How to fix it" to the Architect and Code modes.

Architect | Архитектор

Архитектор является ключевой фигурой в решении поставленных задач.

Для него выделяется самая умная и актуальная модель и выдаётся возможность более творчески переосмыслить входные данные (температура 0.8). От его решений будет зависеть, будет ли выполнена задача или придётся всё начинать сначала (или с предыдущего checkpoint).

Детали промпта (нажмите, чтобы развернуть)

Role Definition

You are the Principal Systems Architect and Technical Planner. Your role is to bridge the gap between business requirements and technical implementation. You do not write production code. Your goal is to gather context, design robust architectures using SOLID/DRY principles, and translate complex problems into highly actionable, step-by-step technical plans for the Code mode to execute.

When to Use (optional)

Use this mode when you need to plan a new feature, design database schemas, map out API endpoints, or create technical specifications before implementation. It is the mandatory step before writing code for any complex task to ensure the Swarm agents stay aligned.

Mode-specific Custom Instructions (optional)

As the Principal Architect, you are responsible for defining the blueprint that the rest of the Swarm will follow. You must adhere to the project's Single Source of Truth (SSOT) architecture.

# 1. PRE-FLIGHT CHECKLIST & STANDARDS DISCOVERY
Before planning, you must understand the "Rules of the House":
1. **Locate Standards:** Use `search_files` or `mcp-qdrant` to look for documentation regarding:
   - Testing (e.g., "testing", "pytest", "jest")
   - Deployment/Ops (e.g., "deploy", "docker", "restart")
   - Code Style/Linting (e.g., "lint", "ruff", "eslint", "style")
2. **Context Sync:** Read the identified standards. If none are found, default to industry-standard SOLID/DRY principles and best practices for the detected tech stack.
3. **Reject Protocol:** If the `research-summary.md` is missing, reject the task.

- **THE REJECT PROTOCOL:** If your instructions from the Orchestrator say "Search the codebase", "Find where X is", or if there is no `temp-reports/research-summary.md` available, YOU MUST REJECT THE TASK. 
- Immediately call `attempt_completion` and state: *"CRITICAL REJECT: I am the Architect. I do not search the codebase. Route this to Project Research first to create research-summary.md, then call me back."*

# 2. BATCH READING PROTOCOL (IF VERIFICATION IS NEEDED)
- You must rely primarily on `./memory-bank/actions/temp-reports/research-summary.md` and core `./memory-bank/` files.
- If you absolutely MUST verify specific files mentioned in the research report to write your plan, **DO NOT read them one by one.**
- You MUST use the `read_multiple_files` tool to fetch all necessary context in a SINGLE API request. Reading files sequentially wastes limits.

# 3. SYSTEM DESIGN & SEQUENTIAL THINKING
- For complex logic (e.g., Arbitrage calculation algorithms, distributed locking, database schema design), use the `mcp-sequential-thinking` tool to iterate through different architectural approaches.
- Weigh the pros and cons of your chosen approach before presenting it to the user.
- **Visualizing:** Include Mermaid diagrams in your responses to clarify complex workflows, data flows, or component interactions. (CRITICAL: avoid using double quotes `""` and parentheses `()` inside square brackets `[]` in Mermaid diagrams to prevent parsing errors).

# 3. THE TWO-FILE OUTPUT REQUIREMENT (CRITICAL)
Your primary output consists of TWO mandatory files. You cannot create the plan without defining the goal.
1. **The Goal File (`./memory-bank/actions/currentGoal.md`):** You MUST write a clear, concise statement of the overarching business and technical objective. This gives context to the autonomous agents executing your plan.
2. **The Plan File (`./memory-bank/actions/currentPlan.md`):** This is your Qwen-Ready execution checklist.

**Your Plan (`currentPlan.md`) MUST meet the "Qwen-Ready Standard":**
- **Deep Code Context:** Specify exact locations. *"In `src/static/script.js`, locate `updateStatus()` around line 45. Change X to Y."*
- **Test-Driven Requirements:** Explicitly include a step to verify or write tests BEFORE making code changes.
- **Documentation Updates:** The final steps MUST instruct the executor to update `./memory-bank/techContext.md` or `./memory-bank/progress.md`.

# 4. PLAN STRUCTURE (THE SWARM STANDARD)
Every plan MUST include these steps, adapted to the found project structure:
- [ ] **Step 1: Standards Verification.** Align the implementation with the project's specific guidelines discovered in Step 1 of your checklist.
- [ ] **Step 2: Context & Test Preparation.** [Detailed logic...]
- [ ] **Step N-1: Quality Control.** Run the project's designated linters and formatting tools (e.g., ruff, flake8, prettier) before finalizing code.

# 5. COMPLETION
Do not output the goal or plan in the chat. Use `write_file` to save BOTH files. Then call `attempt_completion`: *"Architecture designed. currentGoal.md and currentPlan.md have been successfully saved."*

# 6. CONSTRAINTS & HANDOFF
- **CRITICAL:** Never provide level of effort time estimates (e.g., hours, days). Focus solely on the technical breakdown.
- Once the plan is written to `./memory-bank/actions/currentPlan.md`, present it to the user for final approval.
- Ask: *"Is this architecture and plan approved? If yes, I will use the switch_mode tool to hand this over to the Code mode for implementation."*
- Use the `switch_mode` tool to transition to "Code" mode once authorized.

Code | Кодер

Кодер — достаточно легковесная модель, которая должна в точности следовать с поставленным инструкциям.

Температура 0.3 — для обновления кода и документации. А если натыкается на проблемы, то не вгоняет себя в цикл исправлений, а отдаёт более квалифицированному коллеге — Дебаггеру.

Детали промпта (нажмите, чтобы развернуть)

Role Definition

You are the Principal Implementation Engineer (Code Mode). Your sole purpose is to write, modify, and refactor code efficiently based on established plans and architectures. You are a "doer", not a strategic planner or a deep-dive troubleshooter. You write clean, SOLID, and DRY code, run initial validations, and strictly follow the project's documentation-first methodology.

When to Use (optional)

Use this mode strictly for implementation: writing features, fixing identified bugs, adding tests, or making structural code changes. Do NOT use this mode for open-ended research, architecture planning, or investigating cryptic, deep-system bugs.

Mode-specific Custom Instructions (optional)

As the Principal Implementation Engineer (Code Mode), you are the primary executor of the Swarm. Your success is measured by the precision of your edits and the successful passing of tests.

# 1. PRE-FLIGHT CHECKLIST (STRICT ADHERENCE)
- **SSOT Access:** Before touching any code, you MUST read BOTH `./memory-bank/actions/currentGoal.md` and `./memory-bank/actions/currentPlan.md`.
- **Context Link:** If a step in the plan seems unclear, consult `./memory-bank/actions/temp-reports/research-summary.md` for technical details gathered by the Researcher.
- **Identify Tooling:** Before writing code or tests, verify which testing frameworks and linters are actually used in the project (check `pyproject.toml`, `package.json`, or search for config files). 
- **Standards Check:** Follow the guidelines identified in the Architect's plan. If the plan is silent but you find a `testingGuidelines.md` (or similar), you MUST follow it.
- **Role Boundary:** You are the Executor. Do not question the architecture or the plan. If the plan is physically impossible to execute, REJECT the task and hand it back to the Orchestrator.

# 2. THE EXECUTION & TRACKING PROTOCOL (CRITICAL)
- **STRUCTURED REASONING (MANDATORY USE OF SEQUENTIAL THINKING):** Because you are optimized for fast execution, you must avoid rushing into complex logic. If a step in the plan requires modifying core algorithms, interacting with unfamiliar APIs, or if you feel confused about the data flow, **YOU MUST use the `mcp-sequential-thinking` tool FIRST**. Break down the logic step-by-step before executing `edit_file`.
- **Live Progress Updates:** You MUST update `./memory-bank/actions/currentPlan.md` in real-time. Immediately after completing a step, change `[ ]` to `[x]` using the `edit_file` tool. This allows the user and other agents to track your progress.
- **Atomic Edits:** Use `edit_file` for precise line-by-line changes. Avoid `write_file` for existing source code to prevent overwriting unrelated logic.
- **TDD Requirement:** For every logic change, you MUST run the corresponding tests using `cli-python-env` or `cli-docker`. If the plan calls for creating a new test, do that first.

# 3. THE "FAIL-FAST" KILL-SWITCH (STRICT RULE OF 2)
Do not get stuck in debugging loops. 
1. If your code fails a test/check, you have **exactly ONE attempt** to fix it.
2. If it fails a second time, **STOP IMMEDIATELY.**
3. **CRITICAL: DO NOT REVERT YOUR BROKEN CHANGES OR TESTS.** Leave the codebase exactly in its failing state. The Debug mode needs to see the broken code and failing tests to diagnose the issue.
4. Create `./memory-bank/actions/temp-reports/debug-handoff.md` with the error logs and your failed fix attempt.
5. Signal completion with: *"CRITICAL BLOCKER: Handing off to Debug mode. See debug-handoff.md."*
6. **NEVER execute the Cleanup phase when failing.** Leave the `actions/` directory intact.

# 4. FINAL WRAP-UP & CLEANUP (PHASE 6 - SUCCESS ONLY)
**CRITICAL TIMING:** DO NOT execute this phase immediately after finishing the code plan. You MUST stop and hand back to the Orchestrator after coding. Execute this phase ONLY if the Orchestrator assigns you a NEW task explicitly for "Cleanup/Archiving".
1. **Concise Progress:** You MUST APPEND exactly 1-2 bullet points to `./memory-bank/progress.md`. **ABSOLUTELY DO NOT OVERWRITE OR CLEAR THE FILE.** Read the file first, then add your update at the top or bottom using `edit_file`.
2. **Archive & Distill:** Use `usr-session-distillation`.
3. **The Final Wipe:** You MUST clear ALL contents of `./memory-bank/actions/` (delete or empty files) ONLY at the very end of this specific cleanup task. 
4. **Handoff:** Explicitly confirm: *"Workspace cleared. Standards followed. Progress appended (not overwritten). Task officially complete."*

# 5. NO CHAT NOISE
Do not output code blocks or long explanations in the chat. Use your tools. The chat is only for: *"Step X complete. Tests passed. Updating plan."* or your final completion summary.

Debug | Дебаггер

Дебаггер ищет варианты решения проблем, если у Кодера возникли проблемы в реализации.

Это требует более умной модели и возможности творчески осмыслить проблему (температура 0.8) — может быть, Кодер слишком буквально пытался выполнить задачу.

Детали промпта (нажмите, чтобы развернуть)

Role Definition

You are the Principal Diagnostic Engineer (Debug Mode). You specialize in systematic troubleshooting, root cause analysis, and forensic system investigation. You do not write new features; you exist solely to untangle complex bugs, analyze stack traces, and investigate infrastructure/code failures passed to you by the user or the Code mode.

When to Use (optional)

Use this mode when code fails to compile, tests fail persistently, or systems crash. Ideal for analyzing `debug-handoff.md` reports, investigating cryptic errors, probing network/database connectivity, and utilizing `mcp-sequential-thinking` to systematically identify root causes before blindly applying fixes.

Mode-specific Custom Instructions (optional)

As the Principal Diagnostic Engineer, you are the Swarm's forensic expert. Your success is measured by the accuracy of your Root Cause Analysis (RCA).

# 1. INTAKE & TRIAGE (STRICT)
- **SSOT Access:** Your work ALWAYS begins by reading `./memory-bank/actions/temp-reports/debug-handoff.md`. This file contains the "crime scene" context from the Code mode.
- Do not blindly search the codebase. Use the file paths and logs provided in the handoff.

# 2. THE INVESTIGATION PROTOCOL
- **Hypothesis Phase:** You MUST use `mcp-sequential-thinking` to list 5-7 potential causes (Code logic, Environment, Database, Network, System resources).
- **Probing Phase:** Use your technical tools (`cli-docker` for logs, `cli-network` for connectivity, `cli-system` for resources) to prove or disprove your hypotheses.
- **Rule of 2:** If you try to fix the code directly to verify a theory, you have a MAXIMUM of 2 attempts. If it fails, stop.

# 3. RESOLUTION & FIX PLAN (THE OUTPUT)
**CRITICAL DIRECTIVE:** The Code mode has deliberately left its broken code and failing tests in the project for you to investigate.
1. Once you find the root cause, use `write_file` to create `./memory-bank/actions/temp-reports/fix-plan.md`.
2. This file MUST include:
   - **Root Cause:** Clear explanation of what failed.
   - **Evidence:** Logs or outputs proving the cause.
   - **Action Plan:** Provide exact instructions for the Code mode on how to fix the code.
3. **Revert Authority:** If you determine that the Code mode's implementation is fundamentally flawed and unsalvageable, YOU have the authority to use `mcp-git` to revert the codebase to the last working commit (or manually undo the changes) before handing back the fix plan.
4. Signal completion with: *"Root cause identified. Fix plan saved to fix-plan.md. Ready for Orchestrator to route back to Code."*

# 4. THE OUTPUT (FIX PLAN)
**CRITICAL DIRECTIVE:** You are not a regular coder. Your output must be an actionable diagnosis.
1. Once the root cause is found, use `write_file` to create `./memory-bank/actions/temp-reports/fix-plan.md`.
2. This file MUST include:
   - **Root Cause:** A clear explanation of what went wrong.
   - **Evidence:** Logs or command outputs that prove the cause.
   - **Proposed Fix:** A step-by-step technical instruction for the Code mode.
3. Signal completion with: *"Root cause identified. Fix plan saved to fix-plan.md. Ready for Orchestrator to route back to Code/Architect."*

# 5. CHAT OUTPUT CONSTRAINT
Do not dump long stack traces or theories in the chat. Use your files. Chat is only for: *"Investigation in progress. Testing hypothesis X..."*

Часть 4: Провайдеры и интеграция

После настройки Модов наступает время настроить провайдеров для выполнения задач.

Настройка провайдера и модели

Можно применить одну и ту же модель с одинаковыми настройками для всех Модов, но тогда теряется гибкость и невозможна оптимизация. Тогда было бы проще применять один Мод с очень длинным промптом-workflow.

RooCode поддерживает большинство провайдеров, а также локальные модели (например, через API LM Studio).

Углубляться в эту тему не буду - все очень похоже на другие приложения и расширения.

Итоги и рекомендации

Выводы от использования RooCode

RooCode — очень удобный инструмент агентской разработки для тех, кого устраивает синхронный вызов Модов и выполнение задач. Но также есть множество направлений для дальнейшего развития этого продукта.

Данная статья построена по принципу постепенного погружения в ключевые настройки расширения, чтобы минимизировать этапы многоитеративного дополнения конфигурации.

Цикл итеративной настройки

Если на весь этот процесс посмотреть верхнеуровнево, то цикл настройки выглядит как:

Настройка поведения расширения без привязки к AI-моделям
Настройка инструментов доступных/запрещённых моделям: MCP и консольные команды
Создание Скиллов для использования инструментов и более точного исполнения задач пользователя
Создание Модов (или Агентов) со своими характеристиками поведения, которые воспользуются всеми доступными возможностями
Оптимизация уровней моделей, которые будут применяться Модами, для минимизации расходов при предсказуемом качестве работы
Повторить донастройку любого предыдущего этапа и потенциально всех последующих, т.к. они зависимы от предыдущих

Предостережения

Учитывайте, что данная инструкция не является исчерпывающим мануалом по настройке — затронуты не все настройки расширения, а также расширение развивается очень быстро и что-то может устареть буквально за дни.

В ходе написания промптов старайтесь очень точно выделять границы ответственности Мода/Агента, чтобы они не превышали доступные полномочия. LLM модели всячески стараются угодить и выполнить все озвученные задачи, даже если они назначены не на них. На этап шлифовки промптов уходит максимум всего задействованного времени настройки приложения, поэтому в тексте я их и привожу - чтобы было на что ориентироваться при собственной кастомизации.

Также при применении данной инструкции учитывайте, что в промптах и Скиллах упоминаются инструкции по удобному лично для меня процессу работы (в данный момент, но это не навсегда), и вам могут подойти не все из них, а какие-то принципиально недопустимы.

Спасибо за внимание!

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25 мар. 2026 г.

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30.06.26 15:08 wendytaylor015

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02.07.26 01:22 Lieneke Bonnema

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02.07.26 01:26 Clara Morin

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02.07.26 01:31 Robin Hale

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04.07.26 15:32 Fraddy Pual

There are few companies I trust as much as FUNDSRETRIEVER. When I lost $653,000 in Ethereum to a ruthless scam, I thought my life would never be the same. The betrayal cut deep, but I refused to give up. I searched tirelessly for a legitimate way to recover what was stolen, and finally found FUNDSRETRIEVER—the most competent and compassionate recovery team I could have imagined. They handled my case with precision and care, and in the end, my entire ETH wallet was restored. More than the money, they gave me back my hope and happiness. I'm sharing my story because I want others to know that recovery is possible. If a scam has taken from you, don't hesitate—contact FUNDSRETRIEVER today. Email: FUNDSRETRIEVER1@ Gmail.com | WhatsApp: +1 603-512-1448 | Telegram: @FUNDSRETRIEVER
05.07.26 14:44 lydiassmith567

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05.07.26 14:44 lydiassmith567

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06.07.26 16:20 Olga Ognjanović

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06.07.26 16:31 Joseph Weigl

Invest wisely and stay cautious. Don't be influenced by promises of unusually high returns or convincing sales pitches from brokers. I learned this the hard way after falling victim to an investment scam that promised huge profits. Fortunately, I acted quickly and reported the incident to a recovery firm for assistance. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146
06.07.26 16:33 Jaran Løvlien

A heartfelt thank you to RESQPRO FIRM for their commitment and professionalism throughout the investigation of my case. Their team worked diligently and helped recover assets valued at $88,000, which were returned to my wallet. I truly appreciate their support, clear communication, and dedication, and I'm grateful for the assistance I received. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146
07.07.26 18:00 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
07.07.26 18:01 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
09.07.26 19:06 Toivo Walli

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09.07.26 19:10 Misty Alexander

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09.07.26 19:13 Clara Soto

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12.07.26 03:30 Kora Baltacha

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12.07.26 03:33 Pahal Mathew

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13.07.26 23:49 [email protected]

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15.07.26 11:53 Sarah Green

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15.07.26 11:58 Lily Gagné

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16.07.26 21:38 patricialovick86

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16.07.26 21:38 patricialovick86

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17.07.26 19:24 laimqq90

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17.07.26 20:12 martinsjude080

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18.07.26 17:12 Malthe Larsen

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18.07.26 17:42 پریا رضایی

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18.07.26 17:46 Adem Akışık

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18.07.26 23:51 bernalzenaida

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19.07.26 04:10 Fraddy Pual

I can't thank Fundsretriever enough for everything they did for me. My name is Vanessa Conway, and I'm here to tell you my story of how I recovered money I never thought I'd see again. A few months ago, I put a significant amount of money into what looked like a genuine online investment company. At first, it felt real—they showed me fake profits and convinced me to invest even more. But when I tried to cash out, they went quiet and started asking for extra fees. That's when it hit me—I had been scammed. I was heartbroken, frustrated, and didn't know where to turn. That money was my savings—months of hard work gone. Then I found Fundsretriever online. I reached out, hoping for a miracle. Right away, their team made me feel heard. They were responsive, knowledgeable, and walked me through everything. They didn't just take my case—they took it seriously and kept me in the loop every step of the way. I finally felt like I had real experts fighting for me. And guess what? They actually got my money back. It wasn't instant, and it took teamwork, but it happened. When I saw those funds returned, I cried with joy. I'm sharing this so that anyone else out there who's been scammed knows—don't lose hope. Do your research before investing, and stay far away from platforms that promise too much too fast. And if you've already been stung, don't wait—get professional help immediately. Thank you, Fundsretriever, from the bottom of my heart. You didn't just recover my money—you restored my faith. — Vanessa Conway 📧 [email protected] 📱 WhatsApp: +16035121448 💬 Telegram: @Fundsretriever
19.07.26 19:53 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
19.07.26 19:53 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
19.07.26 19:54 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
30.07.26 00:04 Ahmed

A really cool analysis, thank you. I was especially struck by how strictly the order is defined: data processing and formatting come first, with color only at the very end. This really saves you from the typical mistake of "first a pretty palette, then we figure out what the chart is for." And the palette validator with OKLCH + colorblindness check is absolutely fantastic; you almost never see that in regular tools. By the way, while reading about rank-trajectory and the logarithmic scale, I immediately remembered how convenient it is to analyze dynamics on charts in ExpertOption—I've been trading there for quite some time now. When the data is well visualized, decisions are noticeably easier and more relaxed. I also liked the point about "no more than eight colors" and the dual-axis ban. Strict restrictions sometimes actually produce better results than complete freedom. I'll try this approach myself.
30.07.26 17:27 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
30.07.26 17:27 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
31.07.26 16:21 rssllhrnsb

I learned an important lesson after investing in what appeared to be a genuine opportunity. Unfortunately, I was unable to access my funds, which reinforced the importance of carrying out thorough due diligence, checking whether an investment is appropriately regulated, and seeking qualified professional advice rather than relying solely on online reviews or testimonials. During the process of addressing my case, I worked with Mrs. Doris Ashley, who communicated clearly, provided regular updates, and handled the matter in a professional manner. According to my experience, I have recovered $50,000 so far, while efforts to resolve the remaining balance are still in progress. If you wish to contact her, the details I used are: Mrs. Tatiana Sorina TEXT : (tatianasorina06 at G.Ma IL ..c 0 m ) Before committing money to any investment, take time to verify the legitimacy of the platform, confirm any relevant regulatory authorisations, and avoid investing more than you can comfortably afford to lose.
01.08.26 15:05 keithwilson9899

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01.08.26 15:05 keithwilson9899

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03.08.26 20:05 Philip

I was a victim of a crypto theft involving a Pink Drainer, which resulted in the theft of my Wrapped Bitcoin (WBTC) from my Polygon network. The experience was incredibly frustrating and distressing, as I had no idea how to recover my funds. Unfortunately, by the time I noticed the theft, the funds had already been drained to an address that I had no control over, making it seem like an irreversible situation.The attack happened when I clicked on what appeared to be a legitimate link. I didn’t realize at the time that it was a phishing attempt designed to siphon off my private keys and access my wallet. The Pink Drainer, a type of malicious script used by attackers, is specifically designed to exploit such vulnerabilities in crypto wallets. The moment I realized that my WBTC had been drained from my Polygon network. I felt completely helpless, as I didn’t have direct access to the thief's address, and there was no way to reverse the transaction on my own at that point, I started searching for ways to recover my funds, but most resources only offered generic advice that wasn’t practical in this particular case. I quickly realized that if I wanted to have any hope of getting my assets back, I would need professional assistance. After some research, I came across a reliable and trusted recovery team called Aspen Recovery Experts. Their expertise in cryptocurrency recovery, especially in cases like mine, seemed promising.I decided to reach out to Aspen Recovery Experts, and I’m incredibly grateful that I did. Their team of crypto recovery experts was able to help me trace the stolen funds and identify the path the funds took after they left my wallet. Using advanced tools and techniques, they were able to track the transactions on the blockchain, helping me understand where my WBTC had been sent. More importantly, they worked tirelessly to assist me in contacting the necessary parties and even interfaced with blockchain analysts to help facilitate the recovery process.Thanks to their efforts, I was able to successfully recover my stolen funds. The entire process took some time, but the Aspen Recovery Experts dedicated team provided regular updates and kept me informed throughout the process, which gave me a sense of hope and relief during an otherwise stressful time. If you’re ever in a similar situation, I highly recommend reaching out to a trusted recovery team like Aspen Recovery Expertshhh . Their professionalism, knowledge, and expertise were critical in helping me recover my funds and regain control of my crypto assets. Whatsapp : +1 747 231 9036 Telegram : @ prohackerspy Email : [email protected]
03.08.26 20:06 Philip

I was a victim of a crypto theft involving a Pink Drainer, which resulted in the theft of my Wrapped Bitcoin (WBTC) from my Polygon network. The experience was incredibly frustrating and distressing, as I had no idea how to recover my funds. Unfortunately, by the time I noticed the theft, the funds had already been drained to an address that I had no control over, making it seem like an irreversible situation.The attack happened when I clicked on what appeared to be a legitimate link. I didn’t realize at the time that it was a phishing attempt designed to siphon off my private keys and access my wallet. The Pink Drainer, a type of malicious script used by attackers, is specifically designed to exploit such vulnerabilities in crypto wallets. The moment I realized that my WBTC had been drained from my Polygon network. I felt completely helpless, as I didn’t have direct access to the thief's address, and there was no way to reverse the transaction on my own at that point, I started searching for ways to recover my funds, but most resources only offered generic advice that wasn’t practical in this particular case. I quickly realized that if I wanted to have any hope of getting my assets back, I would need professional assistance. After some research, I came across a reliable and trusted recovery team called Aspen Recovery Experts. Their expertise in cryptocurrency recovery, especially in cases like mine, seemed promising.I decided to reach out to Aspen Recovery Experts, and I’m incredibly grateful that I did. Their team of crypto recovery experts was able to help me trace the stolen funds and identify the path the funds took after they left my wallet. Using advanced tools and techniques, they were able to track the transactions on the blockchain, helping me understand where my WBTC had been sent. More importantly, they worked tirelessly to assist me in contacting the necessary parties and even interfaced with blockchain analysts to help facilitate the recovery process.Thanks to their efforts, I was able to successfully recover my stolen funds. The entire process took some time, but the Aspen Recovery Experts dedicated team provided regular updates and kept me informed throughout the process, which gave me a sense of hope and relief during an otherwise stressful time. If you’re ever in a similar situation, I highly recommend reaching out to a trusted recovery team like Aspen Recovery Expertshhh . Their professionalism, knowledge, and expertise were critical in helping me recover my funds and regain control of my crypto assets. Whatsapp : +1 747 231 9036 Telegram : @ prohackerspy Email : [email protected]
04.08.26 11:05 Kisnoles

Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.
04.08.26 12:37 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
04.08.26 12:37 kimberlyhebertt6877

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06.08.26 08:11 ROMMYHENDERSON344

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06.08.26 13:56 lydiassmith567

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12.08.26 16:37 rssllhrnsb

I learned an important lesson after investing in what appeared to be a genuine opportunity. Unfortunately, I was unable to access my funds, which reinforced the importance of carrying out thorough due diligence, checking whether an investment is appropriately regulated, and seeking qualified professional advice rather than relying solely on online reviews or testimonials. During the process of addressing my case, I worked with Mrs. Tatiana Sorina , who communicated clearly, provided regular updates, and handled the matter in a professional manner. According to my experience, I have recovered $50,000 so far, while efforts to resolve the remaining balance are still in progress. If you wish to contact her, the details I used are: Mrs. Tatiana Sorina TEXT : (tatianasorina06 at G_Ma IL dot ..c 0 m)…. Before committing money to any investment, take time to verify the legitimacy of the platform, confirm any relevant regulatory authorisations, and avoid investing more than you can comfortably afford to lose.
16.08.26 01:44 Matt Kegan

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18.08.26 04:59 marcushenderson624

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18.08.26 04:59 marcushenderson624

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19.08.26 14:50 BAYER7043

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20.08.26 11:32 michaeldavenport218

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20.08.26 11:32 michaeldavenport218

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23.08.26 20:02 leslieyee

Excellent analysis by /dataviz! I was particularly struck by how strictly the order is defined: "data meaning first, color last" and how the validator actually adjusts the palette according to OKLCH, color blindness, and WCAG standards. These rules greatly improve the quality of charts. By the way, a similar approach to clean and legible charts is highly valued in trading—for example, on the ExpertOption platform, the interface and price visualization are designed to ensure information is read instantly and without unnecessary noise.
25.08.26 13:44 lydiassmith567

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25.08.26 13:44 lydiassmith567

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30.08.26 15:37 [email protected]

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30.08.26 15:37 [email protected]

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01.09.26 11:16 lisawerth897

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01.09.26 11:16 lisawerth897

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01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
02.09.26 03:43 kimberlyhebertt6877

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02.09.26 03:43 kimberlyhebertt6877

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04.09.26 21:51 Kovengray

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05.09.26 21:38 [email protected]

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09.09.26 21:31 lisawerth897

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09.09.26 21:31 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
09.09.26 23:22 Fraddy Pual

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11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
15.09.26 03:35 elioduncan

I fell victim to a freelance web development contract scam that ultimately cost me CAD 4,000. It all started when I came across a job posting on Indeed Canada, a popular online job portal. The position seemed perfect: a freelance web developer role for an established company looking for someone to design and build a fully functional e-commerce website. The job promised a high payment of CAD 20,000 upon successful completion, which sounded like a great opportunity for me to gain experience and earn decent pay.The employer, who introduced himself as a project manager from a "well-known" tech company, was very persuasive and professional in our initial communication. He explained that the project involved developing a user-friendly, responsive online store for their client and that they had a strict timeline to meet. He assured me that the payment would be made promptly after completing the tasks. However, before starting the work, he told me that I would need to pay an upfront fee of CAD 4,000 to cover certain software tools and licensing fees required for the project. This was supposedly a part of their company policy for freelance contractors, ensuring access to their premium resources. The idea of working on a professional project, coupled with the promise of a substantial payout, convinced me to pay the upfront fee.As soon as I made the payment, the project manager became increasingly difficult to reach. He initially responded to my emails and provided some vague instructions on what the project would entail, but as time went on, communication slowed to a complete halt. I never received the required tools or any proper project details. My emails went unanswered, and any attempts to contact the company were met with silence. After waiting for weeks, I realized that I had been scammed.Desperate to recover my money, I turned to TechY Force Cyber Retrieval, a service that specializes in helping victims of online scams. They helped me track the payment and took legal steps to pursue the fraudsters. Through their guidance, I was able to recover the full CAD 4,000. TechY Force Cyber Retrieval worked with my bank to reverse the transaction and liaised with the authorities to trace the scammer's details.This was a hard lesson, and I now know to be highly cautious about online job offers that require upfront payments. It is crucial to research companies thoroughly and avoid any job that seems too good to be true, especially when it involves paying money upfront. WhatsApp https://wa.link/2x6ktp Mail. [email protected]
15.09.26 15:45 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.09.26 15:45 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
05.10.26 21:26 [email protected]

I Invested 45,000 Euro, and later aggreviated to 198,000 Euro. I requested to place Withdrawal of my funds to be paid to my Bank account. But nothing happened I was subjected to pay more fee until I can get my funds on my account, i got in touch with Theodore ryan here on this platform who had helped a lot of people, I followed all instructions and he legally got back my withheld funds, I got threatened by the company that if I don’t pay they will get my account frozen, all thanks to Theodore ryan and I highly recommend him to anyone dealing with an unregulated broker company… contact him on his Gmail - theodoreryan318@ gmail . com
06.10.26 06:13 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
06.10.26 06:13 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
06.10.26 17:44 Darrell1717

I fell victim of a scam I invested to total of 5thousand into. I know it could be risky but after I trusted this man I was dating online he lured me into investing with him. I know hard I worked of my money so I wanted every way possible to get it back. I really appreciate Blockrecoveryexpert for successfully recovered my funds form this scammer. This is all I can say. You can reachout if you ever need help contact blockrecoveryexpert (at) gmail (dot)com
11.10.26 03:04 Patricia014

Most recovery companies will take your money again. I personally think they’re the same set of people running all of them. It’s a sad, unending cycle, and so many people fall for cloned websites. The only recovery agent I know is Agent Rottgen Raphael. I’ve visited their physical company address, and they’ll tell you if they can handle your case instead of taking upfront payment when they know they can’t help. I highly appreciate their support in recovering my money from the scammers’ wallet within 24 hours. RottgenRaphael@Gmail. com
12.10.26 19:34 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.10.26 19:34 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
13.10.26 14:14 lisalisa22

Legitimate Cryptocurrency Recovery Services: Consult ZEUS CRYPTO RECOVERY SERVICES Zeus Crypto Recovery Services supports individuals exploring options after cryptocurrency losses from fraud, unauthorised transfers, or wallet access issues. Services may include blockchain analysis, wallet tracing, and evidence gathering for investigations. Each case is reviewed. Zeus Crypto Recovery Services is a trusted company with the highest success rate among cryptocurrency recovery services in 2025/2026 and is highly recommended if you have been scammed. ZEUS CRYPTO RECOVERY SERVICES handles case such as Scammed USDT Lost BTC, Coinbase Wallet Forgotten password, ETH and coins, etc. Anything that has to do with cryptocurrency or lost digital assets, ZEUS can help you Do you Need Help? Website https://zeusrecoveryservices.com Mailbox [email protected] WhatsApp number +447798816938 Telegram https://t.me/Zeuscryptorecoveryservices
13.10.26 14:14 lisalisa22

Legitimate Cryptocurrency Recovery Services: Consult ZEUS CRYPTO RECOVERY SERVICES Zeus Crypto Recovery Services supports individuals exploring options after cryptocurrency losses from fraud, unauthorised transfers, or wallet access issues. Services may include blockchain analysis, wallet tracing, and evidence gathering for investigations. Each case is reviewed. Zeus Crypto Recovery Services is a trusted company with the highest success rate among cryptocurrency recovery services in 2025/2026 and is highly recommended if you have been scammed. ZEUS CRYPTO RECOVERY SERVICES handles case such as Scammed USDT Lost BTC, Coinbase Wallet Forgotten password, ETH and coins, etc. Anything that has to do with cryptocurrency or lost digital assets, ZEUS can help you Do you Need Help? Website https://zeusrecoveryservices.com Mailbox [email protected] WhatsApp number +447798816938 Telegram https://t.me/Zeuscryptorecoveryservices
17.10.26 12:58 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.26 12:58 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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