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Claude Skills by jeremylongshore
github.com/jeremylongshore5,187 skills81 installs9,016 views
- Email ParserEmail Parser - Auto-activating skill for Business Automation. Triggers on: email parser, email parser Part of the Business Automation skill category.Votes: 0GitHub stars: 2,688
- Excel Formula GeneratorExcel Formula Generator - Auto-activating skill for Business Automation. Triggers on: excel formula generator, excel formula generator Part of the Business Automation skill category.Votes: 0GitHub stars: 2,688
- Excel Macro CreatorExcel Macro Creator - Auto-activating skill for Business Automation. Triggers on: excel macro creator, excel macro creator Part of the Business Automation skill category.Votes: 0GitHub stars: 2,688
- Github Project SetupGithub Project Setup - Auto-activating skill for Enterprise Workflows. Triggers on: github project setup, github project setup Part of the Enterprise Workflows skill category.Votes: 0GitHub stars: 2,688
- Gitlab Epic CreatorGitlab Epic Creator - Auto-activating skill for Enterprise Workflows. Triggers on: gitlab epic creator, gitlab epic creator Part of the Enterprise Workflows skill category.Votes: 0GitHub stars: 2,688
- Validating Ai Ethics And FairnessValidate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection. Trigger with phrases like "evaluate model fairness", "check for bias", or "validate AI ethics".Votes: 0GitHub stars: 2,688
- Detecting Data AnomaliesProcess identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior. Trigger with phrases like "detect anomalies", "find outliers", or "identify unusual patterns".Votes: 0GitHub stars: 2,688
- Building Automl PipelinesBuild automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning. Use when automating ML workflows from data preparation through model deployment. Trigger with phrases like "build automl pipeline", "automate ml workflow", or "create automated training pipeline".Votes: 0GitHub stars: 2,688
- Building Classification ModelsBuild and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification model", or "train classifier". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Running Clustering AlgorithmsAnalyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or "group data points". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Processing Computer Vision TasksProcess images using object detection, classification, and segmentation. Use when requesting "analyze image", "object detection", "image classification", or "computer vision". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Preprocessing Data With Automated PipelinesProcess automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data transformation". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Creating Data VisualizationsGenerate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "graph". Trigger with phrases like 'generate', 'create', or 'scaffold'.Votes: 0GitHub stars: 2,688
- Splitting DatasetsProcess split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "data partitioning". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Optimizing Deep Learning ModelsOptimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize deep learning model" or "improve model performance". Trigger with phrases like 'optimize', 'performance', or 'speed up'.Votes: 0GitHub stars: 2,688
- Setting Up Experiment TrackingImplement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts. Use when asked to "setup experiment tracking" or "initialize MLflow". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Engineering Features For Machine LearningExecute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Tuning HyperparametersOptimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to maximize performance. Use when asked to "tune hyperparameters" or "optimize model". Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Training Machine Learning ModelsBuild train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, trains with cross-validation, and saves model artifacts. Use when asked to "train model" or "evalua... Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Deploying Machine Learning ModelsDeploy this skill enables AI assistant to deploy machine learning models to production environments. it automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. use this skill when th... Use when deploying or managing infrastructure. Trigger with phrases like 'deploy', 'infrastructure', or 'CI/CD'.Votes: 0GitHub stars: 2,688
- Evaluating Machine Learning ModelsBuild this skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics. it should be used when the user requests model performance analysis, validation, or testing. AI assistant can use this skill to assess model accuracy, p... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Explaining Machine Learning ModelsBuild this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Tracking Model VersionsBuild this skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin. it should be used when the user asks to manage model versions, track model lineage, log model performance, or implement version control f... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Building Neural NetworksExecute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used when the user requests the creation of a new neural network, modification of an existing one, or assistance... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Analyzing Text With NlpExecute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when the user requests analysis of text, including sentiment analysis, keyword extraction, topic modeling, or ... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.Votes: 0GitHub stars: 2,688
- Ollama SetupConfigure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs. Trigger phrases: "install ollama", "local AI", "free LLM", "self-hosted AI", "replace OpenAI", "no API costs". Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Building Recommendation SystemsExecute this skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. it analyzes user preferences, item features, and interaction data to generate personalized recommendations... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Performing Regression AnalysisExecute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generates appropriate regression models (linear, polynomial, etc.), validates the models, and provides performa... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.Votes: 0GitHub stars: 2,688
- Analyzing Text SentimentExecute this skill enables AI assistant to analyze the sentiment of text data. it identifies the emotional tone expressed in text, classifying it as positive, negative, or neutral. use this skill when a user requests sentiment analysis, opinion mining, or emoti... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.Votes: 0GitHub stars: 2,688
- Forecasting Time Series DataProcess this skill enables AI assistant to forecast future values based on historical time series data. it analyzes time-dependent data to identify trends, seasonality, and other patterns. use this skill when the user asks to predict future values of a time ser... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Adapting Transfer Learning ModelsBuild this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.Votes: 0GitHub stars: 2,688
- Building Api AuthenticationBuild secure API authentication systems with OAuth2, JWT, API keys, and session management. Use when implementing secure authentication flows. Trigger with phrases like "build authentication", "add API auth", or "secure the API".Votes: 0GitHub stars: 2,688
- Processing Api BatchesOptimize bulk API requests with batching, throttling, and parallel execution. Use when processing bulk API operations efficiently. Trigger with phrases like "process bulk requests", "batch API calls", or "handle batch operations".Votes: 0GitHub stars: 2,688
- Managing Api CacheImplement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger with phrases like "add caching", "optimize API performance", or "implement cache layer".Votes: 0GitHub stars: 2,688
- Generating Api ContractsGenerate API contracts and OpenAPI specifications from code or design documents. Use when documenting API contracts and specifications. Trigger with phrases like "generate API contract", "create OpenAPI spec", or "document API contract".Votes: 0GitHub stars: 2,688
- Generating Api DocsCreate comprehensive API documentation with examples, authentication guides, and SDKs. Use when creating comprehensive API documentation. Trigger with phrases like "generate API docs", "create API documentation", or "document the API".Votes: 0GitHub stars: 2,688
- Handling Api ErrorsImplement standardized error handling with proper HTTP status codes and error responses. Use when implementing standardized error handling. Trigger with phrases like "add error handling", "standardize errors", or "implement error responses".Votes: 0GitHub stars: 2,688
- Emitting Api EventsBuild event-driven APIs with webhooks, Server-Sent Events, and real-time notifications. Use when building event-driven API architectures. Trigger with phrases like "add webhooks", "implement events", or "create event-driven API".Votes: 0GitHub stars: 2,688
- Building Api GatewayCreate API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API services. Trigger with phrases like "build API gateway", "create API router", or "setup API gateway".Votes: 0GitHub stars: 2,688
- Load Testing ApisExecute comprehensive load and stress testing to validate API performance and scalability. Use when validating API performance under load. Trigger with phrases like "load test the API", "stress test API", or "benchmark API performance".Votes: 0GitHub stars: 2,688
- Migrating ApisImplement API migrations between versions, platforms, or frameworks with minimal downtime. Use when upgrading APIs between versions. Trigger with phrases like "migrate the API", "upgrade API version", or "migrate to new API".Votes: 0GitHub stars: 2,688
- Mocking ApisGenerate mock API servers for testing and development with realistic response data. Use when creating mock APIs for development and testing. Trigger with phrases like "create mock API", "generate API mock", or "setup mock server".Votes: 0GitHub stars: 2,688
- Monitoring ApisBuild real-time API monitoring dashboards with metrics, alerts, and health checks. Use when tracking API health and performance metrics. Trigger with phrases like "monitor the API", "add API metrics", or "setup API monitoring".Votes: 0GitHub stars: 2,688
- Rate Limiting ApisImplement sophisticated rate limiting with sliding windows, token buckets, and quotas. Use when protecting APIs from excessive requests. Trigger with phrases like "add rate limiting", "limit API requests", or "implement rate limits".Votes: 0GitHub stars: 2,688
- Logging Api RequestsMonitor and log API requests with correlation IDs, performance metrics, and security audit trails. Use when auditing API requests and responses. Trigger with phrases like "log API requests", "add API logging", or "track API calls".Votes: 0GitHub stars: 2,688
- Validating Api ResponsesValidate API responses against schemas to ensure contract compliance and data integrity. Use when ensuring API response correctness. Trigger with phrases like "validate responses", "check API responses", or "verify response format".Votes: 0GitHub stars: 2,688
- Validating Api SchemasValidate API schemas against OpenAPI, JSON Schema, and GraphQL specifications. Use when validating API schemas and contracts. Trigger with phrases like "validate API schema", "check OpenAPI spec", or "verify schema".Votes: 0GitHub stars: 2,688
- Generating Api SdksGenerate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption. Trigger with phrases like "generate SDK", "create client library", or "build API SDK".Votes: 0GitHub stars: 2,688
- Scanning Api SecurityDetect API security vulnerabilities including injection, broken auth, and data exposure. Use when scanning APIs for security vulnerabilities. Trigger with phrases like "scan API security", "check for vulnerabilities", or "audit API security".Votes: 0GitHub stars: 2,688
- Throttling ApisImplement API throttling policies to protect backend services from overload. Use when controlling API request rates. Trigger with phrases like "throttle API", "control request rate", or "add throttling".Votes: 0GitHub stars: 2,688