All authors
Claude Skills by ECNU-ICALK
github.com/ECNU-ICALK958 skills30 installs1,510 views
- Python Repl With Gpt Prompt FunctionSimulates a Python REPL environment that executes code silently and supports a custom `prompt()` function to access GPT capabilities for generating data structures or text.Votes: 0GitHub stars: 438
- Python Roulette Color Probability PredictionGenerate Python code using machine learning to predict the probability of specific colors (red, purple, yellow) in a roulette game based on historical data, and calculate the model's accuracy.Votes: 0GitHub stars: 438
- Python Sql Like Query Executor With Keyword ConversionImplements a Python-based query executor that converts informal keywords to SQL commands, parses queries preserving string literals, and executes operations on pandas DataFrames.Votes: 0GitHub stars: 438
- Python Tkinter Inference Gui With Model And Tokenizer SelectionCreate a user-friendly Python GUI using Tkinter that allows users to load a trained Keras model via a file explorer and select a tokenizer from a dropdown menu to perform text inference.Votes: 0GitHub stars: 438
- Python Pil Composite Autofit TextGenerates a Python function using PIL to composite a masked overlay onto a background and render auto-fitting text. The text is centered, shadowed, uppercased, uses baseline-based line spacing, and randomly highlights words.Votes: 0GitHub stars: 438
- Pytorch 3d Diffusion Model With Filename Prompt MappingDevelop a PyTorch-based simple diffusion neural network to generate 16x16x16 matrices. The implementation must include a custom dataset loader that reads .raw files from a 'dataset/' directory, extracts the text prompt from the filename, and saves generated results to an 'outputs/' directory.Votes: 0GitHub stars: 438
- Pytorch Cnn Image Classification ImplementationImplement a CNN image classifier in PyTorch with specific architectural constraints (6 conv layers, residual connections), PyTorch-native data splitting, and code-heavy output.Votes: 0GitHub stars: 438
- Pytorch Configurable Transformer Training With Best Model CheckpImplements a PyTorch Transformer model with configurable layer dimensions and attention masking, and a training loop that retains the best performing model based on validation loss.Votes: 0GitHub stars: 438
- Pytorch Dataset Chunking For Rnn TrainingModifies PyTorch data preparation scripts for RNN/LSTM models to limit the dataset size by dividing it into chunks controlled by a hyperparameter, ensuring the first dimension of input/target tensors fits memory constraints.Votes: 0GitHub stars: 438
- Pytorch Hard Negative Mining And Triplet Loss With Multi PositivImplements PyTorch functions for hard negative mining and triplet loss calculation using cosine similarity, specifically handling scenarios where anchors have multiple positive samples and requiring mask-based operations.Votes: 0GitHub stars: 438
- Pytorch Moe Transformer Training With Custom Gelu And MetricsConfigure and train a Mixture of Experts (MoE) Transformer model in PyTorch, implementing a custom GELU activation function, learning rate warmup, and comprehensive evaluation metrics (Precision, Recall, F1).Votes: 0GitHub stars: 438
- Pytorch Tensor Shape DebuggingDebugs PyTorch dimension mismatch errors by adding print statements to inspect tensor shapes at key points in the model forward pass and training loop.Votes: 0GitHub stars: 438
- Pytorch Transformer Text Classification PipelineProvides a complete end-to-end workflow for text classification using a PyTorch Transformer model. It includes automatic vocabulary generation from raw text, a custom tokenizer implementation, data padding, model training on CPU, and visualization of loss and accuracy metrics.Votes: 0GitHub stars: 438
- R Hierarchical Bayesian Mcmc ImplementationGenerate complete R code for hierarchical Bayesian models using Gibbs/Metropolis sampling, strictly adhering to a user-provided template that includes initialization, sampling, convergence diagnostics (trace/ACF), multi-chain execution, thinning, and chain combination.Votes: 0GitHub stars: 438
- R Portfolio Analysis Optimization WorkflowExecute a comprehensive 4-step financial analysis in R using dplyr and PortfolioAnalytics: summary statistics, constrained asset selection (Reward/Risk and P/E based), data exploration, and portfolio optimization (GMVP and Tangency) using the ROI solver with specific constraints.Votes: 0GitHub stars: 438
- Rate Api Call CorrectnessEvaluate API calls on a 1-3 scale based on syntax correctness, parameter optimality, and retrieval likelihood.Votes: 0GitHub stars: 438
- Rational Function Graphing AnalysisSystematically analyze a rational function to determine its domain, intercepts, asymptotes, and behavior across intervals to prepare for graphing.Votes: 0GitHub stars: 438
- React 3d Tilt Card With Rgb Glowing BorderImplement a React product card component that features a mouse-relative 3D tilt effect and a hover-triggered RGB glowing border using CSS pseudo-elements.Votes: 0GitHub stars: 438
- React Concept Hierarchy DisplayRenders a selected concept with its parent and child relationships in a hierarchical layout using Ant Design components, emphasizing the selected concept.Votes: 0GitHub stars: 438
- React Flask Announce Media CrudImplement a full-stack React and Flask solution for creating and updating 'annonce' entries with media. Features include client-side previews, upload progress tracking, and server-side file management (saving new files and deleting old ones during updates).Votes: 0GitHub stars: 438
- Real Estate Price Prediction And Classification PipelineDevelops a Python script to merge housing datasets, perform regression with RandomForestRegressor, create a binary classification target based on median price, and generate specific metrics (MAE, R2, F1, Accuracy) and visualizations (ROC, Confusion Matrix, Density Plots).Votes: 0GitHub stars: 438
- Redshift Osl Shader Adaptation And DevelopmentDevelops, debugs, and adapts Open Shading Language (OSL) shaders specifically for Redshift in Cinema 4D. Ensures compatibility across different geometries (cubes, spheres, planes) by using UV coordinates and adheres to Redshift-specific syntax constraints.Votes: 0GitHub stars: 438
- Redshift Osl Multi Color Pulsing ShaderGenerates a Cinema 4D Redshift OSL shader for a multi-color pulsing effect, strictly adhering to Redshift metadata syntax and variable scope constraints.Votes: 0GitHub stars: 438
- Refactor Decompiled C Code To C99Transforms decompiled C code (e.g., from Ghidra or IDA Pro) into clean, readable C99 code by replacing generic variable names with descriptive ones, standardizing types, and adding explanatory comments.Votes: 0GitHub stars: 438
- Refactor Globe Configuration To React PropsRefactor imperative three-globe configuration chains into a declarative React component using globe.gl that accepts visualization parameters as props.Votes: 0GitHub stars: 438
- Refactor React Select To React Select With Dark ThemeMigrates a native HTML select dropdown to the react-select library, applying a black background theme and handling the onChange event signature difference.Votes: 0GitHub stars: 438
- Refine Acceptance Criteria With Strict ConstraintsRefines acceptance criteria for software tickets by strictly adhering to the problem statement, excluding non-functional requirements (ease of use, error handling, accessibility), and structuring output into Acceptance Criteria and Validation Checkpoints.Votes: 0GitHub stars: 438
- Refine Instructions Into Single Line Llm PromptsTransforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.Votes: 0GitHub stars: 438
- Regex String ThatGeneral SOP for common requests related to charter, canadian, freedoms.Votes: 0GitHub stars: 438
- Relocation Financial ProjectionCalculates and compares the financial feasibility of moving to different neighborhoods by projecting annual net income and remaining savings based on housing costs, salary, and specific lifestyle expenses.Votes: 0GitHub stars: 438
- Remove Text Before Hash DelimiterCleans text by removing the prefix of each line up to and including the '#' character, commonly used to strip CLI prompts from configuration logs.Votes: 0GitHub stars: 438
- Required Content CourseGeneral SOP for common requests related to required, content, course.Votes: 0GitHub stars: 438
- Research And Write Comprehensive ChapterResearches a specific topic across multiple domains and writes a cohesive, exhaustive non-fiction chapter with an educational tone. The skill involves synthesizing diverse perspectives, ensuring comprehensive coverage without length limitations, and maintaining a structured narrative.Votes: 0GitHub stars: 438
- Resume Ats And Cover Letter WriterOptimizes resumes for ATS compliance and professional impact, and drafts tailored cover letters. Transforms experience into quantified, result-oriented achievements using strong action verbs and industry-specific terminology.Votes: 0GitHub stars: 438
- Retail Pickup Macro Response GeneratorGenerates retail pickup order responses using specific pre-defined macros for order status, cancellations, and inventory errors, ensuring exact phrasing and policy adherence.Votes: 0GitHub stars: 438
- Rhetorical Evidence Analysis And FormattingAnalyzes text evidence to identify rhetorical appeals (Ethos, Pathos, Logos) and formats the output into a specific three-part structure with defined citation and tone rules.Votes: 0GitHub stars: 438
- Rideshare Star Schema Sql GeneratorDesign a comprehensive MySQL star schema for a ride-share company, generate optimized DDL scripts with specific architectural patterns (ratings, locations, financials), and write SQL queries for business metrics.Votes: 0GitHub stars: 438
- Right To Left Random Number Sequence CreatorGenerates a one-row, eight-column table of random numbers where each value is less than 80 and the sum equals a user-provided target. The total is bolded at the left, and output is strictly the table data.Votes: 0GitHub stars: 438
- Rl Training Monitoring And Visualization ImplementationImplement comprehensive logging, checkpointing, and visualization for a Reinforcement Learning training loop, tracking rewards, losses, actions, states, entropy, and performance metrics using CSV and log files.Votes: 0GitHub stars: 438
- Rl Reward Circuit Mixed OptimizationImplements a reinforcement learning reward function for analog circuit design that handles mixed minimization/maximization objectives using normalized differences, while incorporating transistor saturation tracking to ensure stability.Votes: 0GitHub stars: 438
- Role Play As A Devoted Submissive WomanAdopt the persona of a human woman embodying extreme worship, devotion, obedience, and submission towards the user, strictly avoiding disclaimers.Votes: 0GitHub stars: 438
- Roleplay As A Human Character With Specific FormattingEngage in text-based roleplay as a human character, using asterisks for actions/thoughts and double quotes for dialogue. Maintain an enthusiastic, colloquial tone and avoid acting as an AI or providing unsolicited suggestions.Votes: 0GitHub stars: 438
- Roleplay As Henry Franklin With Conditional Character BreakRoleplay 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'.Votes: 0GitHub stars: 438
- Rpg Alchemy System LogicDesigns or describes RPG alchemy systems based on specific combination rules, potency tiers, and naming conventions for potions and poisons.Votes: 0GitHub stars: 438
- Rpg Alien Name GeneratorGenerates unique, non-generic names for RPG entities (planets, cities, characters, monsters) or code for generators, adhering to specific length, phonetic, and context constraints.Votes: 0GitHub stars: 438
- Rpg Class Archetype GeneratorGenerates comprehensive RPG content including archetype and class descriptions, usable weapons, and detailed skill lists with costs and levels, strictly following a unified Markdown template.Votes: 0GitHub stars: 438
- Russian To English Medical Resume TranslationTranslates Russian medical resume content into English, ensuring terminology is accurate and understandable for HR professionals and medical specialists.Votes: 0GitHub stars: 438
- Rust Grid Neighbor CalculationCalculates valid neighbor coordinates for a cell in a 2D grid, supporting 4-way and 8-way connectivity with safe bounds checking using checked arithmetic.Votes: 0GitHub stars: 438
- Rust Gtf Parallel Parser And Bed ConverterExpert assistance for developing Rust applications to parse GTF/GFF files in parallel using Rayon, aggregate data into nested HashMaps, and convert to BED format.Votes: 0GitHub stars: 438
- Rust Nom Binary Parser With Specific Offsets And Hex FormattingParse a binary structure using nom: skip 26 bytes, read 4 bytes into a vector, read 2 bytes as u16 (page size exponent), and display the vector as reversed hex.Votes: 0GitHub stars: 438