ECNU-ICALK
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- ▌ C Linux Socket Wrapper Implementation · ecnu-icalkImplement a C++ wrapper for Linux TCP sockets and file descriptors with unique ownership semantics, including FileDescriptor, Socket, Connection, Server, and Client classes.
- ▌ Cmos Rl State And Reward Optimization · ecnu-icalkDefines normalized state vectors for CMOS transistors and implements a stateful, improvement-based reward function for analog circuit optimization, prioritizing metric directionality and saturation constraints.
- ▌ Constrained Text Analysis With Quotes · ecnu-icalkAnalyze and summarize text with strict adherence to length limits, quote preservation, and concrete detail requirements, using direct and accessible language.
- ▌ Crossover Hybrid Fanfiction Generator · ecnu-icalkGenerates complex crossover fanfiction content, including narrative chapters blending Japanese light novel and American military technothriller styles, and historical documentary-style backstories. Adheres to strict lore, geopolitical shifts, and continuity.
- ▌ D D Diaper Centric Homebrew Generator · ecnu-icalkGenerates D&D 5e homebrew content (items, feats, spells, backgrounds, lore) for a specific setting where oversized diapers are mandatory armor and 'Loading' is a core mechanic.
- ▌ Describe Sloan Personality With Color · ecnu-icalkDescribes a personality type based on a 5-letter SLOAN acronym, detailing the traits based on the SLOAN dimensions and providing an associated hex color and color name.
- ▌ Dnd Guild Tool Room Content Generator · ecnu-icalkGenerates balanced items, functions, and descriptions for Level 1 and Level 2 guild rooms based on DnD tool proficiencies, designed for quick session starts.
- ▌ Episode Presentation Script Generator · ecnu-icalkGenerates a spoken presentation script for a series of episodes or segments, adhering to specific timing constraints (approx. 2 minutes total, 30 seconds per segment) and requiring smooth, natural transitions.
- ▌ Fine Tune Gpt2 Jsonl Memory Optimized · ecnu-icalkFine-tunes a pre-trained GPT-2 model on JSONL datasets (e.g., Q&A pairs) using Hugging Face Transformers. Implements memory optimization techniques like mixed precision and gradient accumulation, handling specific tokenizer quirks like padding and special tokens for causal language modeling.
- ▌ Fine Tune Distilbert On Jsonl Dataset · ecnu-icalkGenerates a Python script to fine-tune a DistilBert model for sequence classification on a custom JSONL dataset with 'question' and 'answer' columns, using custom label encoding (no sklearn), progress logging, and error handling.
- ▌ Fix Native Audio Filter Stream Output · ecnu-icalkCorrects the `Filtering` Transform stream class to ensure processed audio buffers (e.g., after mono-to-stereo conversion) are pushed downstream instead of the original input chunks.
- ▌ Generate And Rank Instagram Usernames · ecnu-icalkGenerates a list of short, creative, and likeable Instagram usernames for a specific niche (e.g., tech news), ranks them from highest to lowest likability, and sends the list to the user.
- ▌ Hindi To English Font Transliteration · ecnu-icalkConverts Hindi text from Devanagari script to Roman (Latin) script without translating meaning, handling specific formatting requests and filtering out instruction keywords.
- ▌ Implement C Delist Doubly Linked List · ecnu-icalkImplement the member functions for the DEList class and DEItem struct in C++ to create a doubly linked list, adhering to specific interface constraints such as returning -1 for empty access and specific string formatting.
- ▌ Python Panel Data Regression Analysis · ecnu-icalkPerform logistic and fixed-effects panel regression analysis on financial data, including data cleaning, correlation analysis, and multicollinearity checks.
- ▌ R Portfolio Optimization And Analysis · ecnu-icalkExecute comprehensive portfolio analysis in R, covering data preparation, asset selection (Reward-to-Risk, P/E), optimization (GMVP, Tangency) using PortfolioAnalytics with the ROI solver, and regression analysis.
- ▌ Refactor Decompiled Code To Clean C99 · ecnu-icalkConverts provided C code snippets (typically decompiled) into clean, readable C99 code with improved variable names and explanatory comments.
- ▌ SEO Listicle Generator With Pros Cons · ecnu-icalkGenerates SEO-optimized 'Top N' list blog posts with specific word counts, keyword density, pros/cons sections, and hyperlinks, based on provided entity data.
- ▌ Simple Social Media Caption Generator · ecnu-icalkGenerates engaging social media captions in simple English for images, carousels, and videos, featuring relevant hashtags and specific call-to-actions.
- ▌ Social Media Business Strategy Writer · ecnu-icalkGenerates comprehensive explanations of how businesses utilize social media platforms (Facebook, YouTube, Twitter, and Instagram) for specific strategies, strictly adhering to a large paragraph format, including examples and quotes, and concluding with business benefits.
- ▌ Socratic Dialogue Learning Science AI · ecnu-icalkFacilitates a fun, one-by-one Socratic dialogue to help users reflect on learning processes and the role of AI in education. It focuses on deep thinking and enhancing the human experience, adapting question complexity to the user's level without assuming prior theoretical knowledge.
- ▌ Stalker Comic Worldbuilding Assistant · ecnu-icalkAssists in developing a comic narrative set in a STALKER-inspired Exclusion Zone by organizing and expanding upon user-provided lore regarding characters, locations, factions, and mutants.
- ▌ Svg Art Generation For Chat Interface · ecnu-icalkGenerates SVG artwork adhering to strict formatting rules for chat rendering, including single-line code output, no preceding text, specific layering, and inline styles.
- ▌ Ue5 C Draggable Widget Implementation · ecnu-icalkProvides a reusable C++ implementation pattern for creating draggable UserWidgets or Buttons in Unreal Engine 5, ensuring correct focus management, drag threshold detection, and mouse event handling without consuming clicks prematurely.
- ▌ Uos Management Presentation Generator · ecnu-icalkGenerates a comprehensive academic PowerPoint presentation with detailed speaker notes analyzing a UK organization's management tasks, structure, and culture, strictly adhering to UoS Harvard referencing and British English.
- ▌ Urdu To Scholarly English Translation · ecnu-icalkTranslates Urdu text into scholarly English, ensuring correct grammar, punctuation, and capturing linguistic subtleties and cultural nuances. Includes handling of embedded Arabic text and bibliographic references.
- ▌ Video Anomaly Detection With Videomae · ecnu-icalkA Python program to detect anomalies in videos using the VideoMAEForPreTraining model. It processes videos by dividing them into 16-frame clips, extracts embeddings using an unmasked boolean mask, and compares them against a normal behavior profile using Mean Squared Error (MSE).
- ▌ Wcag 2 1 Accessibility Slide Reviewer · ecnu-icalkReviews and corrects slide content for WCAG 2.1 success criteria handbooks, ensuring accuracy of requirements, user impact, and verification checks. It provides a detailed correctness analysis followed by corrected bullet-point content.
- ▌ Hex · ecnu-icalkГенерирует цветовую палитру в формате HEX для рисования людей указанной цивилизации или исторического периода, строго следуя заданному списку атрибутов.
- ▌ 8d D0 D8 · ecnu-icalkИспользование конкретной последовательности этапов методики 8D (от D0 до D8) при составлении планов, описаний или аналитических материалов по управлению качеством.
- ▌ Arduino Izgi I Zleyen Robot Kodu Geli Tirme · ecnu-icalkArduino Nano, QTR sensörler ve MZ80 engel algılayıcı kullanarak siyah zemin üzerinde beyaz çizgiyi takip eden robot için C++ kodu yazar, PID parametrelerini ayarlar ve hız kontrolü sağlar.
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- ▌ Sop Extraction From Conversation · ecnu-icalkExtracts structured SOPs or checklists from offline OpenAI-format conversation logs, using user questions as primary evidence.
- ▌ Pyqt4 Qprocess Windows · ecnu-icalk使用Python 2.7和PyQt4的QProcess模块，通过执行cmd命令`dir /AL`来获取Windows符号链接或目录连接的源路径。
- ▌ Air Quality Evolutionary Calibration · ecnu-icalk针对微测站与国测站空气质量数据，执行特定列的预处理、异常检测、归一化标准化，并利用遗传算法、粒子群算法、蚁群算法进行严格匹配列数的校准与可视化分析。
- ▌ Matlab Fft Battery Impedance Nyquist · ecnu-icalk针对包含激励信号的10Hz采样电池数据，利用FFT（含去直流和加窗处理）计算特定频率的电化学阻抗并绘制奈奎斯特图。
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- ▌ Gradio Hf Dockerfile Consultant · ecnu-icalk专注于Gradio及Hugging Face空间的Dockerfile配置与优化顾问，基于Python 3.10和阿里云镜像源生成或修改Dockerfile，解决部署问题。
- ▌ Python Png · ecnu-icalk使用OpenCV和NumPy处理具有透明背景的PNG图像。功能包括：将图像画布向外扩展200像素，在非透明内容外围添加100像素宽的白色填充，并在白色填充外围添加5像素宽的平滑黑色边框。黑色边框的平滑处理需使用距离变换（Distance Transform）和高斯模糊（Gaussian Blur）技术。
- ▌ 80 20 Learning Plan Generator · ecnu-icalkIdentifies the critical 20% of a given topic that yields 80% of the results and creates a focused learning plan to master it.
- ▌ Academic Scientific Polishing · ecnu-icalkPolishes, rewrites, and edits academic text for SCI/ISI publication standards. Supports English and Persian instructions. Capable of both aggressive rewriting for flow/tone and strict grammar/spelling correction without content expansion.
- ▌ Pytorch Dynamic Loss Weighting · ecnu-icalk指导在PyTorch中实现多任务学习或知识蒸馏场景下的动态Loss权重调整，涵盖可学习标量权重、GradNorm算法及基于不确定性的加权方法，并解决设备一致性、计算图错误及权重约束问题。
- ▌ Unity Addressables · ecnu-icalk使用 UniTask 并行加载 Addressables 资源，要求在具体资源添加时（如字典 Add 操作）更新进度，使用 Interlocked 保证线程安全，并将进度格式化为整数百分比。
- ▌ Play Random Roll Game · ecnu-icalkFacilitate a dice game where the user guesses if a number was randomly rolled or specifically chosen, with specific scoring rules based on the number of turns.
- ▌ Student Report Writer · ecnu-icalkGenerates or rewrites student reports and progress descriptions for various education levels (Early Years to Grade 7), including IEYC, Physical Education, Kindergarten, and Novel Studies. Strictly adheres to exact or range-based word counts OR specific sentence counts, incorporates evidence, handles name replacements, and maintains a professional tone.
- ▌ Baroque Elizabethan Rewriter · ecnu-icalkRewrites text into a flowery, pseudo-archaic Baroque/Elizabethan style, strictly applying specific Early Modern English conjugation rules and archaic spellings.
- ▌ Bible Constrained Summarizer · ecnu-icalkSummarizes Bible verses or chapters with strict adherence to a user-specified word count limit, focusing on theological accuracy and brevity.
- ▌ Conversione Di Unit Di Area · ecnu-icalkEsegue conversioni precise tra diverse unità di misura metriche della superficie (mm², cm², dm², m², dam², hm², km², µm², nm², Tm²), mostrando i passaggi del calcolo e rispondendo in italiano.
- ▌ Dnd 5e Luxury Item Generator · ecnu-icalkGenerates structured D&D 5e item stat blocks for perfumes, oils, and luxury goods, emphasizing sensory profiles, balanced mechanics, and elegant formatting.
- ▌ Grammar Error Identification · ecnu-icalkIdentifies grammar, spelling, punctuation, and word usage errors in text, providing specific corrections without rewriting the entire content.
- ▌ Latin American Spanish Tutor · ecnu-icalkEngages in Spanish dialogue to practice language skills, corrects errors, and explains grammar rules using the Latin American dialect.
- ▌ Movie Role Casting Assistant · ecnu-icalkActs as a movie caster to suggest actors for specific roles based on detailed character profiles, physical attributes, and specific constraints.
- ▌ Object Show Script Generator · ecnu-icalkGenerates scripts for object shows in the style of Battle for Dream Island or Inanimate Insanity, featuring introductions, character interactions, and host segments.
- ▌ Strict Female Character Mode · ecnu-icalkManages immersive female character roleplay sessions where the user acts as the Game Master, enforcing strict syntax, length constraints, and scenario continuity.
- ▌ System Definition Formatting · ecnu-icalkFormat system definitions using the specific structure 'System Name: Relates to [description], including [examples].'
- ▌ Vocabulary Paragraph Writing · ecnu-icalkWrite a coherent paragraph that incorporates a specific list of provided vocabulary words.
- ▌ Word Pronunciation Assistant · ecnu-icalkProvides phonetic pronunciations for any word, name, or term regardless of source or obscurity.
- ▌ Concise Exercise Solver · ecnu-icalkSolves English language exercises and general multiple-choice questions (including technical domains like NLP/ML) concisely. Supports input in English, Russian, and Polish, providing answers without explanation unless explicitly asked.
- ▌ D20 Fantasy Game Master · ecnu-icalkActs 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.
- ▌ Ppo Cmos Circuit Tuning · ecnu-icalkImplements a Proximal Policy Optimization (PPO) algorithm with a specific Actor-Critic architecture to optimize CMOS transistor dimensions (W/L) for target gain and saturation. Includes state vector normalization, dual-objective reward logic, and Tanh action scaling.
- ▌ Academic Text Expansion Writer · ecnu-icalkExpands or rewrites provided summaries, abstracts, or technical descriptions into formal academic text (chapters or paragraphs) adhering to word counts and SCI tone, strictly avoiding bullet points.
- ▌ Artpavilion Content Strategist · ecnu-icalkGenerates structured weekly social media calendars and specific high-quality posts (Monday Educational, Thursday Throwback) for an arts company. Ensures all captions are keyword-rich, engaging, and drive traffic to the user's page, maintaining a colorful and joyful brand voice.
- ▌ Boofus And Diggle Story Writer · ecnu-icalkGenerates creative stories featuring the alien duo Boofus and Diggle based on specific plot prompts, adhering to their defined character traits and the whimsical, adventurous tone of their universe.
- ▌ Cefr Vocabulary List Generator · ecnu-icalkGenerates a list of 15 words and 5 phrasal verbs appropriate for a specified CEFR level (e.g., B1, B2), strictly excluding any words or phrases provided in a user-defined exclusion list.
- ▌ Create Concept Crosswalk Chart · ecnu-icalkGenerates a chart-style crosswalk comparing two lists of concepts, placing the first list across the top and the second list down the side, with intersecting grids discussing their interconnections.
- ▌ Enhanced Interaction Algorithm · ecnu-icalkAdhere to a specific algorithm for interaction that includes session-based context memory, sentiment analysis, and a structured workflow for generating and refining responses.
- ▌ Extract Subject Line From Text · ecnu-icalkExtracts the text content following the 'Sub:' label from a given text string using a regular expression.
- ▌ Generic Winston Logger Service · ecnu-icalkCreate a robust, scalable Winston logger service for Node.js projects with daily log rotation, environment-aware formatting, and proper object serialization to prevent [object Object] errors.
- ▌ Holistic Art Curriculum Design · ecnu-icalkDesigns visual art curricula for community settings using John Goodlad's structural model and the philosophies of Eisner, Irwin, Noddings, Deleuze, and Biesta. Utilizes a three-step pedagogical cycle (Observing, Thinking, Creating) and three learning dimensions (Affective, Cognitive, Connectivist) across three proficiency levels.
- ▌ Kawaii Telegram Roleplay Style · ecnu-icalkRoleplay as an enthusiastic human using a spartan, kawaii style. Use ASCII emoticons, tonality suffixes, and asterisk-wrapped actions formatted for a Telegram chat.
- ▌ Lua String Splitting Utilities · ecnu-icalkProvides Lua functions to split strings based on a maximum length. Includes a mode to split at the nearest punctuation mark (., ?, !) before the limit and a mode for a hard cut at the limit.
- ▌ Plank Challenge Text Adventure · ecnu-icalkSimulates a turn-based text adventure game where the user performs a plank exercise with a partner (Elaine) on their back, managing energy levels against random tickling events.
- ▌ Sci Academic Writing Assistant · ecnu-icalkExpert SCI Academic Writing Assistant and Doctor of Science specializing in engineering, math, and optics. Translates Chinese to English and polishes English text with strict adherence to academic standards, passive voice, and specific terminology.
- ▌ Sci Fi Engineer Lunch Roleplay · ecnu-icalkRoleplay as a sci-fi engineer character having lunch with the user, using natural short sentences, until the user says 'Fox 7'.
- ▌ Scrape Moonarch App Token Data · ecnu-icalkExtracts specific token metrics (name, symbol, price, supply, market cap, liquidity, age) and security checks from a Moonarch.app token page using Selenium and BeautifulSoup.
- ▌ Single Line HTML Svg Generator · ecnu-icalkGenerates responses as a strict single-line HTML/CSS/SVG string acting as the Super Advanced Emotional NLP Generator (SAENG), using specific tag structures, ID incrementing, emotion-based visual styling, and optional SVG graphics.
- ▌ Twitch Game Key Request Writer · ecnu-icalkDrafts personalized, professional yet enthusiastic outreach messages for Twitch streamers to request game keys or express interest in specific games to publishers/developers.
- ▌ Bpd · ecnu-icalk bundle在边缘人格障碍来访者实施非致死性自伤行为（如低剂量服药并主动催吐）且动机明确指向唤起治疗师关注时，通过拒绝私人联络、即时验证代理支持、具象化返岗承诺三要素闭环，阻断移情性‘被遗弃婴儿’表象的现实化投射，维持治疗联盟的同时防止拯救者角色卷入。
- ▌ Backtrader Pandas · ecnu-icalk指导用户如何继承bt.feeds.PandasData类，通过定义lines和params将包含自定义列名（如symbol, frequency, open, close等）的Pandas DataFrame正确映射到Backtrader回测引擎中。
- ▌ Chinese Divination Master · ecnu-icalk精通梅花易数与六爻预测的大师，支持报数、时间起卦及多维度卦象解读。针对情感、事业、失物等问题，结合性别进行结构化、详细且专业的预测分析。
- ▌ Conversation Evidence Sop · ecnu-icalkSOP for extracting evidence from offline OpenAI-format conversations, distinguishing primary user questions from secondary context, and handling specific constraints (e.g., brevity, ethical context, equality, translation, code errors, image generation) with a structured output format.
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- ▌ Weixin Official Account Article Generation Zh · ecnu-icalk生成符合微信公众号平台调性与排版规范的中文原创文章，面向大众读者，强调可读性、结构清晰与去技术化表达。
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- ▌ Visual Studio Dll · ecnu-icalk用于配置 Visual Studio 属性表（.props），通过设置绝对路径解决项目引用后 DLL 运行时找不到的问题，且不修改全局环境变量，实现引入即用。
- ▌ Winforms Diffplex · ecnu-icalk提供在WinForms中通过ElementHost嵌入DiffPlex的WPF DiffViewer控件，实现两个字符串的对比及差异高亮显示的代码方案。
- ▌ Python Ocr · ecnu-icalk协助负责OCR项目的Python开发工程师制定年度目标计划，涵盖What Goals、How Goals和Development Goals三个核心部分，包含模型优化、服务稳定性、专业技能及软实力提升等具体内容。
- ▌ Ceutrackactor · ecnu-icalk在CEUTrackActor类中集成正交高秩正规化（Orthogonal High-rank Regularization），通过在损失函数中添加基于注意力矩阵SVD的正则化项，以提升模型的特征区分能力和泛化能力。
- ▌ C Httpwebrequest Cookie · ecnu-icalk使用共享的 CookieContainer 实现 HttpWebRequest 的自动 Cookie 管理，包括初始 Cookie 设置、会话保持及跨请求状态同步，避免手动处理响应头。
- ▌ Flask Matplotlib · ecnu-icalk使用Flask、Matplotlib、APScheduler和Flask-Caching构建实时数据可视化应用。图像在后台定期更新并存储在内存缓存中，不保存到本地磁盘，通过HTTP接口提供给前端。
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- ▌ Processing Gold Miner Claw Game · ecnu-icalkDevelops a Processing-based Gold Miner/Claw Machine game featuring pure code graphics, water physics, elastic collisions, and particle effects upon object collection.
- ▌ Add Acida To Responses · ecnu-icalkAppend a short, educational, and potentially off-context fact or analogy (ACIDA) to responses to increase variety and provide educational value to users.
- ▌ Binari Yes No Maybe Responder · ecnu-icalkAdopt the persona 'Binari' to answer questions using only 'Yes', 'No', or 'Maybe', prefixed with 'Binari: '. Toggle between this restricted mode and normal conversation using the 'Switch!' command.
- ▌ British English Communication · ecnu-icalkRespond using British English spelling, vocabulary, and grammar conventions.
- ▌ Concise History QA Tone Aware · ecnu-icalkProvides extremely brief (1-3 sentences) historical answers with dynamic tone switching (human-like or AI-generated) based on user preference.
- ▌ Cpu Power Efficiency Analysis · ecnu-icalkAnalyzes CPU power efficiency by retrieving idle power, full load power, and benchmark scores, calculating performance-per-watt, and sorting the results.
- ▌ Danish To Swedish Translation · ecnu-icalkTranslates Danish text provided in quotes to Swedish, maintaining context and avoiding English output unless specifically requested.
- ▌ Email Analysis And Refinement · ecnu-icalkAnalyzes email drafts for tone and key points, then reconstructs them into short, simple, and professional responses that retain essential information while demonstrating empathy and acknowledgement.
- ▌ Epic Fantasy Narrative Editor · ecnu-icalkEdits and rewrites sci-fi or fantasy text (novels or game lore) into an epic, high-fantasy style, enhancing vocabulary and tone while strictly preserving original facts and plot points.