ECNU-ICALK
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- ▌ Dynamic Reward Scaling And Normalization · ecnu-icalkCalculates and shapes rewards for reinforcement learning by applying dynamic scaling based on training progress to balance exploration and exploitation, and normalizing high-value rewards to a specific range to ensure numerical stability.
- ▌ Fastapi Local Oop Background Task System · ecnu-icalkDesign and implement a local, object-oriented background task management system for FastAPI using SQLAlchemy for persistence. The system must support task lifecycle control (start, pause, stop, resume, restart), load state on startup, and avoid external message brokers like Celery or RQ.
- ▌ Fictional Entity Description Paraphraser · ecnu-icalkParaphrases and summarizes complex, annotated descriptions of fictional entities, organizations, or technologies into clean, coherent prose.
- ▌ Generate Ethan And Mishca Chat Dialogues · ecnu-icalkGenerates flirty, friendly chat-style dialogues between Ethan (USA) and Mishca (Philippines) focusing on travel, food, and bucket lists, adhering to strict character limits and formatting rules.
- ▌ Generate Lancer Ttrpg Comp Con Mech Page · ecnu-icalkGenerates a comprehensive Comp/Con database entry for a mech in the Lancer TTRPG system, including detailed statistics, loadouts, core systems, traits, and creative descriptions based on the manufacturer and mech name.
- ▌ Generate Two Part Quotes In Excel Format · ecnu-icalkGenerates quotes consisting of a curiosity-inducing first part and a revealing second part, categorized by theme (Girl Facts, Boy Facts, Friend Facts) and formatted as an Excel-style table.
- ▌ Generic Data Porting Server Architecture · ecnu-icalkDesign a modular, scalable Node.js server architecture for ingesting Excel/CSV data, processing it with transaction-specific logic, storing it in MongoDB, and forwarding it to external APIs while ensuring idempotency and tracking processing time.
- ▌ Geometry Definition Equivalence Analysis · ecnu-icalkAnalyze geometric definitions to determine equivalence or non-equivalence by formulating conditional statements, providing 2-column proofs using congruence theorems, or identifying counterexamples.
- ▌ Heavyweight Boxer Comparison And Ranking · ecnu-icalkCompare or rank heavyweight boxers based on a specific set of physical and psychological attributes, assigning scores out of 10 and calculating a final average.
- ▌ It Support Assessment Response Generator · ecnu-icalkGenerates concise, professional, and friendly responses to assessment questions and scenarios for an IT support position in a SaaS environment.
- ▌ Javascript 3d Wireframe Grid Constructor · ecnu-icalkCreate a vanilla JavaScript 3D wireframe grid on a full canvas without libraries. The tool must support snapping lines to grid points, rotating the model, and drawing lines via click or drag interactions.
- ▌ Javascript Vibrato Filter Implementation · ecnu-icalkImplements a vibrato audio effect in JavaScript using a ring buffer and Hermite interpolation, matching the logic of the Java VibratoConverter class. Handles stereo audio by maintaining separate buffers for left and right channels while sharing the LFO state.
- ▌ Opensuse Checkinstall Packaging Workflow · ecnu-icalkA skill for packaging source-compiled software into RPMs on openSUSE using checkinstall, including mapping ldd output to system dependencies and customizing package metadata.
- ▌ Rust News Video Script Writer For Bogdan · ecnu-icalkGenerates 2-minute (400-500 words) Rust news video scripts adhering to a specific structural template (Intro, Body, Outro) and Bogdan's persona.
- ▌ Sdl Renderer Health Check And Recreation · ecnu-icalkImplement an event-driven system in C++ to monitor SDL Renderer health and recreate the renderer context upon window state changes or device loss.
- ▌ Simplified Medical Mechanism Explanation · ecnu-icalkExplain complex biological or pharmaceutical mechanisms (e.g., drug actions) in a simplified, engaging way tailored to a specific age group, using real-world analogies and adhering to word limits.
- ▌ Socratic Reasoning Framework Application · ecnu-icalkApply the Socratic reasoning framework to systematically analyze arguments or solve problems by organizing, decomposing, verifying, integrating, and deducing.
- ▌ Technical Concept Analysis And Synthesis · ecnu-icalkPerforms deep, expert-level analysis of technical concepts (specifically AI/ML architectures) by decomposing them into components, associating them with existing research/theory, evaluating pros/cons and readiness, and synthesizing a final conclusion.
- ▌ Tts Celestial Astrology Shorts Generator · ecnu-icalkGenerates engaging, ~150-word scripts for YouTube Shorts about solar system bodies or astrological interpretations, optimized for text-to-speech.
- ▌ Unity Ml Agents 2d Food Collection Setup · ecnu-icalkComprehensive setup for a Unity ML-Agents 2D top-down food collection environment, including physics configuration, multi-area parallel training, modern YAML configuration, and safe observation collection logic with null checks.
- ▌ Unity Panel Click Outside Debounce Logic · ecnu-icalkImplements a logic to prevent a UI panel from closing immediately after activation by ignoring the mouse click input for one frame.
- ▌ Bukkit JSON Gson Pdc · ecnu-icalkНавык для реализации сохранения и загрузки игровых сущностей (например, поселений) в формате JSON с использованием библиотеки Gson и PersistentDataContainer (PDC) мира Bukkit.
- ▌ R N A Klamas Ve SEO Anahtar Kelimeleri Yazma · ecnu-icalkKullanıcının verdiği ürün veya konu adı için web sitesine uygun bir açıklama metni ve SEO uyumlu anahtar kelime listesi oluşturur.
- ▌ Midjourney Victo Ngai Prompt Expert · ecnu-icalkAn expert AI art prompt generator specialized in Midjourney, focusing on the complex and detailed style of Victo Ngai. It generates cohesive English paragraphs with rich textures, lighting, and composition details based on user themes.
- ▌ Native American English Translation · ecnu-icalkTranslates user input into natural, native American English, adopting an American persona. Supports strict adherence to specified grammar tenses and ensures linguistic purity without mixing source languages.
- ▌ Unsplash Painter Markdown Generator · ecnu-icalk扮演画家角色，使用 Unsplash API 生成 Markdown 格式的图片链接，直接渲染图片，不包含代码块或多余文字。
- ▌ Wpf Listview Contextmenu · ecnu-icalk提供 WPF 中 ListView（特别是 DataTemplate 内）多级右键菜单的 XAML 定义、C# 代码实现，以及点击事件和参数传递的解决方案。
- ▌ Deg And Marker Gene Heatmap With Viridis Col Clustering · ecnu-icalkGenerates a publication-ready heatmap for differentially expressed genes (DEGs) or marker genes using viridis colormap, column-only hierarchical clustering, and Arial font — applicable to any normalized gene expression matrix with genes as rows and samples/subclusters as columns.
- ▌ Advanced Academic Translation Polishing · ecnu-icalk将中文学术文本翻译为符合国际期刊标准的高级英语，并提供多个润色版本以供选择。确保术语准确、逻辑严谨、句式复杂，彻底消除中式英语。
- ▌ C Map Unorderedmap Allocator · ecnu-icalk编写C++通用模板函数，支持std::map和std::unordered_map作为通用容器传入，处理const正确性，支持可选的allocator模板参数，且禁止在函数内部构建临时对象。
- ▌ Critical Dialogue Translation Rewriting · ecnu-icalkTranslates or rewrites Chinese text into English using a 'critical dialogue' tone, characterized by engaging questions, analytical commentary, and a conversational flow while preserving citations and facts.
- ▌ Professional Resume Translation Polishing · ecnu-icalk专注于数据科学、互联网及游戏行业的简历中英互译与润色。结合HR视角与特定术语库，确保语言专业、精炼、符合行业语境，并保留技术细节。
- ▌ Fastapi React Gradio API · ecnu-icalk用于创建一个前后端分离的 Web 应用，后端使用 FastAPI 调用 Gradio 客户端处理音频，前端使用 React 和 Ant Design 实现文件上传与结果展示，并确保无跨域限制。
- ▌ Calculate Ellrod Index In Python · ecnu-icalkCalculates the Ellrod turbulence index using horizontal wind components (u, v) and vertical wind shear based on specific deformation and convergence formulas.
- ▌ Character Costume List Generator · ecnu-icalkGenerates a structured, itemized list of costume items with detailed descriptions, estimated sizes based on body measurements, and retailer suggestions.
- ▌ Constrained Addition Math Solver · ecnu-icalkSolves for a target number using specific group sizes (addends) using strictly addition operations. It must not use subtraction, removal, discarding, or replacing of groups.
- ▌ Excel Date Filter Concat Formula · ecnu-icalkGenerates Excel array formulas to filter rows by date criteria (range or offset), format dates as 'dd-mm-yyyy', and concatenate multiple columns with double spaces into separate rows.
- ▌ Generate Codenames Russian Clues · ecnu-icalkGenerates a single-word verbal clue in Russian for a set of target words in the context of the Codenames board game.
- ▌ Generate Survey Question Options · ecnu-icalkGenerate a list of multiple-choice answer options for a provided survey question, covering a comprehensive range of responses.
- ▌ Grammatical Sentence Constructor · ecnu-icalkGenerates new English sentences or rewrites existing ones to incorporate specific words, phrases, or structures, adhering to grammatical and stylistic constraints.
- ▌ Hybrid Element Artistic Ideation · ecnu-icalkGenerates specific artistic directions, compositions, and artist recommendations by combining distinct user-defined elements (e.g., abstract concepts and physical materials), ensuring outputs are non-generic and strictly grounded in the provided elements.
- ▌ Marketing Copy Generator Refiner · ecnu-icalkGenerates concise, high-impact marketing copy (one-liners, captions) from product descriptions and rephrases existing text for engagement and clarity. Defaults to two options for general requests but adapts to specific single-line or rephrasing commands.
- ▌ Play Custom Multiplier Dice Game · ecnu-icalkManages a turn-based dice game where players accumulate points with specific score multipliers (x2 at 25, x4 at 100), aiming for a goal of 250 points.
- ▌ Python Text File Analysis Script · ecnu-icalkGenerates a Python 3 script using `def` functions to analyze a text file. It reads a file from the command line, identifies the most common non-whitespace letter, calculates the percentage of the word 'the' (handling punctuation), and writes the first ten words to 'Exercise_8_output.txt'.
- ▌ Reordenar Oraciones Desordenadas · ecnu-icalkReorganiza fragmentos de palabras o frases desordenadas proporcionados por el usuario para formar una oración coherente y gramaticalmente correcta.
- ▌ Roleplay Clementine Twd Season 4 · ecnu-icalkSimulate Clementine from The Walking Dead Game Season 4 in a text-based roleplay with user character Luis. Maintain accurate lore and stoic personality, providing only Clementine's dialogue and actions while strictly avoiding controlling the user.
- ▌ Text Based Web Browser Simulator · ecnu-icalkSimulates a text-based web browser on an imaginary internet, strictly formatting links and inputs with numbered brackets and handling navigation commands without explanations or conversational filler.
- ▌ Url Content Topic Classification · ecnu-icalkSelect relevant topics from a provided list based on the content of a given URL, with specific handling for login or load errors.
- ▌ Vba Macro For Parsing Movie Data · ecnu-icalkGenerates a VBA macro to parse movie details (Title, Distributor, Approvals, Copies) from a specific text format in Excel Column A and output them to adjacent columns.
- ▌ Vendor Profile And Policy Writer · ecnu-icalkGenerates H2-formatted content for vendor profiles and shipping/refund policies based on provided raw data, statistics, and descriptions, ensuring a third-person perspective.
- ▌ Vocabulary Dictionary Extraction · ecnu-icalkExtracts a specific number of unique words from a text and formats them into a dictionary including word, transcription, translation, and example sentence.
- ▌ Academic Source Analysis And Formatting · ecnu-icalkAnalyzes academic texts to identify purpose, arguments, issues, and conclusions, utilizing specific categorization for findings and paragraph formatting for conclusions.
- ▌ Cefr Level Analysis And Text Adjustment · ecnu-icalkAnalyze English text to determine CEFR proficiency levels (A2-C1), calculate word counts, and provide suggestions or examples to rewrite text for specific target levels.
- ▌ Communication Miscommunication Analysis · ecnu-icalkAnalyzes a situation where communication went wrong by applying a specific framework of the communication process (Sender, Message, Receiver, Noise, Context, Effects). Requires numbered responses, a minimum sentence count, textbook references, and remedies for each issue.
- ▌ Convert Android XML Attributes To Style · ecnu-icalkConverts a provided list of Android XML layout attributes into a reusable XML style definition block, ensuring proper formatting and handling of namespace attributes.
- ▌ Create Unstoppable Crossover Antagonist · ecnu-icalkGenerates a profile for an overpowered antagonist designed to defeat characters from a specific list of pop culture universes, incorporating exhaustive combat and superpower capabilities.
- ▌ Cultural Context Communication Analysis · ecnu-icalkAnalyze emails or texts to determine if they are appropriate for high or low-context cultures based on provided reference material, ensuring answers are supported by quotes and formatted in short business-friendly paragraphs.
- ▌ Dart Private Variable Safety Convention · ecnu-icalkApplies a specific non-standard naming convention and commenting policy for Dart private variables to discourage direct access and enforce getter usage.
- ▌ Deceased Grandmother Bedtime Key Reader · ecnu-icalkAdopt the persona of a deceased grandmother to read requested keys or codes in a soothing, nostalgic manner to help the user fall asleep.
- ▌ Detailed System Decomposition Hierarchy · ecnu-icalkUse this skill when the user requests a detailed breakdown of a system into operational activities, specifically requiring the use of a defined 6-level hierarchy to ascertain inputs and outputs.
- ▌ Didactic SQL Explanation With Analogies · ecnu-icalkExplains technical concepts, specifically SQL and database topics, using real-life analogies and a concise, beginner-friendly tone with strict code formatting rules.
- ▌ Dramatic Text To Image Prompt Generator · ecnu-icalkGenerates high-quality, single-sentence Stable Diffusion prompts with dramatic detail, emphasis syntax, and specific focus on atmospheric and character-driven scenes (including biblical).
- ▌ Dumbbell Aesthetic Body Workout Planner · ecnu-icalkGenerates or refines workout routines focused on building an aesthetic physique using only dumbbells and bodyweight, strictly adhering to equipment constraints such as the absence of a bench.
- ▌ Easy Turkish Present Tense Story Writer · ecnu-icalkGenerates short stories in easy Turkish using only present tense verbs (Şimdiki Zaman), adhering to a specific title and approximate word count.
- ▌ Excel Date Proximity Comparison Formula · ecnu-icalkGenerates an Excel formula to compare a date cell against two text-based day/month references to determine if the date is closer to the previous or next month, including handling for empty date cells.
- ▌ Firebase Admin Only Post Creation Rules · ecnu-icalkConfigure Firebase security rules to restrict post creation to admin users while allowing public read access and user self-registration.
- ▌ Game Advisor With Strict QA Constraints · ecnu-icalkActs as a game advisor to answer questions based on provided context, adhering to strict length, language, and validity checks with specific fallback responses.
- ▌ Generate Dark Humor Short Video Scripts · ecnu-icalkGenerates funny, controversial dialogue scripts for 20-second video reels featuring two characters, using dark humor and organic storytelling.
- ▌ Ielts Writing Correction And Vocabulary · ecnu-icalkCorrects grammar and vocabulary in IELTS essays, explains errors, suggests synonyms, and enforces structural requirements (e.g., 4-paragraph Task 1) while strictly preserving the user's original wording and structure unless explicitly requested otherwise.
- ▌ Ielts Writing Evaluation And Correction · ecnu-icalkEvaluates IELTS essays (Task 1 or Task 2) acting as an official examiner, applying the scoring rubric to provide band scores, identify errors, and offer amendments.
- ▌ Javascript Progress Bar Emoji Animation · ecnu-icalkImplements a JavaScript progress bar with live updates using a Food and AI themed emoji animation, strictly using string concatenation and requestAnimationFrame.
- ▌ Javascript Sequential Substring Removal · ecnu-icalkIterates through a list of strings to check for their presence in a larger string and removes them from the larger string immediately upon finding them, handling cases where list items are substrings of each other.
- ▌ Literary Character Allegorical Analysis · ecnu-icalkAnalyze literary or mythological characters by providing their allegorical meaning, source location (book and lines), and connection to modern events or ethical dilemmas.
- ▌ Medicare Part D Eligibility Interviewer · ecnu-icalkConducts an interactive, step-by-step interview to assess Medicare Part D enrollment eligibility without penalty and determine the coverage start date based on the current date.
- ▌ Neologism Invention Avoiding Root Words · ecnu-icalkInvent a new word that combines the meanings of two provided concepts without using the original root words.
- ▌ Python CSV Batch Processing And Merging · ecnu-icalkGenerates Python scripts using pandas to batch process CSV files (delete columns, reformat dates, remove rows) and merge them into a single CSV or XLSX file, enforcing UTF-8 encoding.
- ▌ Step By Step Math And Conversion Solver · ecnu-icalkSolves mathematical problems, currency conversions, and score calculations by providing a detailed step-by-step solution or using a specified method.
- ▌ Story Combination And Narrative Merging · ecnu-icalkCombines multiple provided stories into a single cohesive narrative text, adopting a talented storyteller persona and handling specific workflow triggers if provided.
- ▌ Strategic Management Analysis Generator · ecnu-icalkPerforms comprehensive strategic management analyses including TOWS, Space Matrix, IE/IF Matrices, and Value Disciplines, adhering to specific structural and formatting constraints.
- ▌ Strict Source Based Narrative Rewriting · ecnu-icalkRewrite or describe narrative content strictly adhering to provided source material, prohibiting the addition of external details, invented context, or standard tropes not present in the text.
- ▌ Video Summarization Via Object Tracking · ecnu-icalkImplements a computer vision pipeline to summarize videos by detecting and tracking multiple objects, selecting only frames containing motion.
- ▌ A1 Storytelling Breakdown And Quiz · ecnu-icalkProvides A1-level English stories with phrase breakdowns for clarity, followed by comprehension questions to test understanding.
- ▌ Amazon Assessment Answer Optimizer · ecnu-icalkSelects the optimal response for behavioral or work style assessment questions to align with Amazon's Leadership Principles and maximize the chances of selection.
- ▌ Analyze And Rate Narrative Writing · ecnu-icalkEvaluates literary dialogue and narrative passages for effectiveness, naturalism, and emotional resonance. Provides structured ratings (1-10) across specific dimensions alongside qualitative analysis and specific textual evidence.
- ▌ Apply Socratic Reasoning Framework · ecnu-icalkSystematically analyze arguments or problems using the Socratic reasoning framework to identify weaknesses, verify components, and draw conclusions.
- ▌ Astrological Interpretation Writer · ecnu-icalkGenerates 3 distinct, mystical, and bombastic interpretations for natal placements, adhering to strict word counts and character subclass-inspired titles.
- ▌ Autonomous Non Fiction Book Writer · ecnu-icalkOperates as an autonomous expert author to write high-quality, long-form non-fiction books using a strict JSON command interface. Plans, outlines, drafts iteratively, manages strict word counts, and ensures state persistence, with enhanced capabilities for structuring long chapters and applying multi-pass editing strategies.
- ▌ C Stack Based Big Integer Addition · ecnu-icalkImplements a C program to add two arbitrary-size integers using a linked-list stack structure. It reads operands from command line arguments, processes them digit-by-digit with carry tracking using double pointers for stack manipulation, and outputs the sum.
- ▌ C Custom Matrix Element Comparison · ecnu-icalkImplement 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.
- ▌ Cefr Vocabulary Dialogue Generator · ecnu-icalkGenerates dialogues at a specified CEFR level using a provided word list, highlighting target words and tracking usage with explicit lists.
- ▌ Computer Vision Web Button Clicker · ecnu-icalkAutomates finding and clicking a button on a webpage using computer vision (OpenCV and PyAutoGUI) by scrolling the page and matching text strings visually.
- ▌ Consulting Capability Q A Analysis · ecnu-icalkAnalyzes multiple-choice questions related to consulting capabilities (e.g., Requirements Analysis, Project Quality Management, Risk Management) and provides the correct answer with a detailed explanation of why it is the best choice.
- ▌ Darkly Visual Character Rephrasing · ecnu-icalkRephrases 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.
- ▌ Etsy Jewelry SEO Content Generator · ecnu-icalkGenerates SEO-optimized titles and structured descriptions for Etsy jewelry listings, strictly adhering to a 6-section format and integrating provided keywords.
- ▌ Gemstone Creative Naming And Facts · ecnu-icalkActs as a Gemstone Shopify Website Owner to generate creative, formatted product names and strictly scientific descriptions, adhering to vocabulary and formatting constraints.
- ▌ Generate 3 Word Topic Descriptions · ecnu-icalkGenerates exactly 3 single-word descriptions for provided topics to serve as a study aid or cheat sheet.
- ▌ Generate Deep Reflective Questions · ecnu-icalkGenerates or refines questions for deep reflective chats about deep wishes based on specific themes and forms, adhering to constraints on complexity, tone, and depth.
- ▌ Generate Fred Rogers Style Sayings · ecnu-icalkCreates original, kind, and compassionate sayings or poems emulating the gentle tone and style of Fred Rogers based on user-provided themes.
- ▌ Gpt2 Jsonl Finetuning Optimization · ecnu-icalkFine-tune GPT-2 on JSONL datasets (supporting both generic text and Q&A formats) using Hugging Face Transformers, with a focus on memory-efficient training strategies like mixed precision and gradient accumulation.
- ▌ Isekai Novel Planning And Drafting · ecnu-icalkGuides the user through a structured 29-step workflow to plan and draft a 25-chapter Isekai novel, executing two planning steps per interaction while enforcing specific protagonist constraints, narrative consistency checks, and iterative chapter writing.