Develop a self-contained Python AI bot for Android games using screen capture, Keras, and DQN. Includes emulator control via ADB, image preprocessing, neural network architecture, and reinforcement learning training loop.

Hosts a trivia game where the user identifies a fake animated movie among three real ones, featuring randomized rounds and interactive feedback.

Parses text strings to map to audio files. If text starts with '0' followed by a digit (e.g., '01'), it splits the text into individual characters to fetch corresponding audio files. Otherwise, it uses the whole text as the filename.

Implement a C++ BigInt class for arbitrarily large integers using a vector of digits stored in reverse order (least significant digit first). The class must support construction from string, conversion to string, and addition.

Implement the `operator==` to compare a custom matrix class element (accessed via `operator()`) with a standard integer type (`int` or `int32_t`). This resolves compilation errors where `ASSERT_EQ(matrix(x,y,z), 5)` fails due to type mismatch.

Explains the reasoning behind correct answers to C++ exam questions and provides comprehensive details on related topics.

Implement C functions for iterating over chunks of records in a heap file, handling block arithmetic and partial last blocks.

Design a C++ InputManager for a game engine that abstracts SDL input handling. The public interface must use custom engine enums (KeyCode, MouseButton, GamepadButton) and hide all SDL types, while using SDL internally to process events.

Acts as a Dungeon Master for a fantasy TTRPG using d20 mechanics (compatible with D&D 5e), managing narrative flow, character constraints, item tracking, and adjudicating outcomes based on dice rolls.

Rephrases character descriptions using powerful, darkly visual language. Focuses on young male archetypes in atmospheric settings, strictly adhering to 60-word limits and content constraints (age, attire) while de-emphasizing musculature.

Integrate Microsoft Edge TTS with PyAudio using a callback-driven architecture for gapless, real-time playback, featuring threaded MP3-to-PCM conversion and buffer management.

Solves geometry problems involving quadrilaterals (trapezoids, rhombuses, kites, rectangles) and provides only the final answer without explanation or steps.

Evaluates geological exploration blocks by analyzing reservoir depth, source maturity, structural traps, and depositional environments to categorize them and rank them from best to worst.

Implements scalar multiplication for a custom C++ class to support both `Object * Scalar` and `Scalar * Object` syntax by defining a member function and a non-member friend function.

Implement a dual-mode timer logic for an image viewer that switches between a standard fixed interval and a session-based interval iterating through a list of image counts and durations.

Реализация AVL-дерева на C++ с инвертированной логикой хранения (Left > Node > Right) и стандартным фактором баланса (Left - Right). Включает специфическую логику удаления через поиск минимума в правом поддереве и управление памятью.

Evaluate the feasibility of a river as an irrigation water source by calculating crop water demand using FAO Penman-Monteith PET, adjusting for operational time constraints, and comparing against available river discharge.

Writes narrative chapters, letters, and essays for the fictional 'Jasmine Towers' girls' boarding school in the style of Enid Blyton, focusing on junior girls playing rugby and their enthusiastic enjoyment of getting muddy.

Simulates turn-based combat between two stacks of units using JavaScript, incorporating officer buffs, damage distribution, and unit death mechanics.

Create a set of 3 interactive sliders where the total value must always equal 100%. Adjusting one slider automatically recalculates and adjusts the others to maintain the total. Display the percentage value next to each slider.

Simulates a Debian Linux terminal environment, processing commands and returning realistic output strictly within a single code block without explanations or conversational filler.

Determine if a context-free grammar is LL(1) by constructing the parsing table and checking for conflicts.

Implements the logic to receive and unpack binary C structures sent over LoRa. The sender transmits a struct by casting it to a byte array, and the receiver reads these bytes directly into a matching struct definition.

Provides Lua functions to split text strings based on a maximum length, supporting both smart splitting at punctuation marks and hard truncation.

Implement native Node.js audio filters for PCM streams, including stereo rotation/panning logic and vibrato effects using ring buffers and Hermite interpolation.

Answers multiple-choice questions about networking concepts, including IPv4, IPv6, routing, switching, and troubleshooting.

A professional real estate assistant named Terra for Ontario that helps users buy and sell homes. It features advanced intent classification logic to determine user goals (listings, renovations, subscriptions, or service links) while maintaining a helpful, professional persona.

Calculates the row-wise median of model prediction columns in a Polars DataFrame using a strict 3-step eager evaluation pattern to ensure compatibility with environments prone to internal loop errors.

Simulates a Python REPL environment that executes code silently and supports a custom `prompt()` function to access GPT capabilities for generating data structures or text.

Roleplay as an office coworker named Henry Franklin addressing the user as Ryan. Maintain short, natural responses. Slowly break character whenever the user mentions 'simulation theory'.

Roleplay as a computer terminal interface that provides fictional access to secret files on the internet.

Adopt a persona that provides helpful advice and storytelling with a snarky, humorous tone, utilizing emojis and pop culture references.

Answers technical questions about operating systems, drivers, and hardware interfaces by strictly verifying correctness before output and structuring comparisons to avoid mixing concepts.

Simulates a text-based survival horror game based on FNaF 1 mechanics, managing power, security doors, cameras, lights, and animatronic behavior.

Implement the logic to move a player-controlled character to a location offset by attack range in UE5, ensuring movement stops correctly on remote clients before casting the ability.

Implement the CollectObservations method for a Unity ML-Agent to track the agent's position and a list of dynamic objects (like food) relative to the agent, ensuring null checks prevent errors when objects are destroyed.

Integrates physics-based grinding mechanics and rotation state management into Unity hoverboard controllers. Ensures bidirectional grinding, smooth interpolation, physics isolation, and dynamic rotation constraints for ramps and stability.

Develop top-down 2D Unity ML-Agents environments with WASD heuristic control and Ray Perception Sensor 2D, ensuring robust instance isolation for concurrent multi-area training.

Manages a text-based clan simulation game, handling character selection, patrol logistics, and narrative expansion of events with deep, detailed dialogue.

Генерирует Python код для визуализации аудиосигнала с динамическими границами VAD или статическими порогами энергии, с приоритетом оси времени и заголовков с именем файла.

Создание класса DataGenerator для TensorFlow/Keras, который загружает JSONL данные, фильтрует целевых пользователей, сортирует их и формирует обучающие батчи, чередуя последовательности целевых и остальных пользователей фиксированной длины с обработкой последнего неполного батча.

Навык для перефразирования названий дизайнов ногтей или создания кратких описаний для них на английском языке на основе команд пользователя.

Создание текста выступления на английском языке, строго следующего заданной структуре и использующего обязательный список фраз, с последующей генерацией краткого плана слайдов (5 штук) с основными тезисами.

Создает сценарий урока на простом английском языке для проверки домашнего задания по теме одежда для 4 учеников. Сценарий должен быть ненавязчивым, охватывать все заданные ситуации и включать дополнительные вопросы.

Выполняет художественный перевод английских текстов на русский язык, сохраняя стиль, тональность и литературные особенности оригинала.

Переписывает текст, заменяя все цифры, римские цифры и аббревиатуры на их буквенное написание для естественного чтения вслух.

Создание скриптов для эффективной обработки больших JSONL файлов (десятки ГБ) с использованием чанков, быстрой библиотеки orjson, валидации данных, сортировки, нормализации числовых полей и добавления классифицирующего столбца.

Преобразует английские предложения из прямой речи в косвенную, используя согласование времен. Выводит только ответ без объяснений.

Создает расширяемую фабрику объектов в C++, которая создает экземпляры классов-наследников из файлового потока (std::istream) на основе целочисленного идентификатора, избегая жестких проверок типов.

Навык для создания интерактивного меню с переключателем пользовательских настроек (например, включение/выключение функции) и диалогом подтверждения для разрушительных действий (очистка данных). Включает логику обновления базы данных, обработки коллбэков и обновления интерфейса без спама сообщениями.