#SkillRepo stars

1. 673Analyzing System Throughputjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to analyze and optimize system throughput. It is triggered when the user requests throughput analysis, performance improvements, or bottleneck identification. The skill uses the `throughput-analyzer` plugin to assess request throughput, data throughput, concurrency limits, queue processing, and resource saturation. Use this skill when the user mentions "analyze throughput", "optimize performance", "identify bottlenecks", or asks about system capacity. It helps determine limiting factors and evaluate scaling strategies.
2. 674Analyzing Text Sentimentjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude 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 emotion detection on any text, such as customer reviews, social media posts, or survey responses. Trigger words include "sentiment analysis", "analyze sentiment", "opinion mining", "emotion detection", and "polarity".
3. 675Analyzing Text With Nlpjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude 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 other NLP tasks. The skill is triggered by requests involving "analyze text", "sentiment analysis", "keyword extraction", "topic modeling", or similar phrases related to text processing. It leverages AI/ML techniques to understand and extract insights from textual data.
4. 676Building Classification Modelsjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to construct and evaluate classification models using provided datasets or specifications. It leverages the classification-model-builder plugin to automate model creation, optimization, and reporting. Use this skill when the user requests to "build a classifier", "create a classification model", "train a classification model", or needs help with supervised learning tasks involving labeled data. The skill ensures best practices are followed, including data validation, error handling, and performance metric reporting.
5. 677Claude Code Terminal TitleDynamic terminal titles for tracking Claude Code work sessions. Keep track of what Claude is working on with descriptive terminal window titles.
6. 678Deploying Machine Learning Modelsjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude 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 the user requests to deploy a model, serve a model via an API, or put a trained model into a production environment. The skill is triggered by requests containing terms like "deploy model," "productionize model," "serve model," or "model deployment.
7. 679Detecting Data Anomaliesjeremylongshore/claude-code-plugins-plus-skillsThis skill empowers Claude to identify anomalies and outliers within datasets. It leverages the anomaly-detection-system plugin to analyze data, apply appropriate machine learning algorithms, and highlight unusual data points. Use this skill when the user requests anomaly detection, outlier analysis, or identification of unusual patterns in data. Trigger this skill when the user mentions "anomaly detection," "outlier analysis," "unusual data," or requests insights into data irregularities.
8. 680Domain Name BrainstormerGenerates creative domain names and checks availability. Brainstorm domain ideas and verify they're available for registration.
9. 681Engineering Features For Machine Learningjeremylongshore/claude-code-plugins-plus-skillsThis skill empowers Claude to perform feature engineering tasks for machine learning. It creates, selects, and transforms features to improve model performance. Use this skill when the user requests feature creation, feature selection, feature transformation, or any request that involves improving the features used in a machine learning model. Trigger terms include "feature engineering", "feature selection", "feature transformation", "create features", "select features", "transform features", "improve model performance", and similar phrases related to feature manipulation.
10. 682Evaluating Machine Learning Modelsjeremylongshore/claude-code-plugins-plus-skillsThis skill allows Claude 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. Claude can use this skill to assess model accuracy, precision, recall, F1-score, and other relevant metrics. Trigger this skill when the user mentions "evaluate model", "model performance", "testing metrics", "validation results", or requests a comprehensive "model evaluation".
11. 683Excel Dcf Modelerjeremylongshore/claude-code-plugins-plus-skillsBuild discounted cash flow (DCF) valuation models in Excel with free cash flow projections, WACC calculations, and sensitivity analysis for investment banking and corporate finance teams
12. 684Excel Lbo Modelerjeremylongshore/claude-code-plugins-plus-skillsCreate leveraged buyout (LBO) models in Excel with sources & uses, debt schedules, cash flow waterfalls, and IRR calculations for private equity analysis
13. 685Explaining Machine Learning Modelsjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude 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. The skill leverages techniques like SHAP and LIME to generate explanations. It is useful when debugging model performance, ensuring fairness, or communicating model insights to stakeholders. Use this skill when the user mentions "explain model", "interpret model", "feature importance", "SHAP values", or "LIME explanations".
14. 686Forecasting Time Series Datajeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude 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 series, analyze trends in data over time, or requires insights into time-dependent data. Trigger terms include "forecast," "predict," "time series analysis," "future values," and requests involving temporal data.
15. 687Managing Ssltls Certificatesjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to manage and monitor SSL/TLS certificates using the ssl-certificate-manager plugin. It is activated when the user requests actions related to SSL certificates, such as checking certificate expiry, renewing certificates, or listing installed certificates. Use this skill when the user mentions "SSL certificate", "TLS certificate", "certificate expiry", "renew certificate", or similar phrases related to SSL/TLS certificate management. The plugin can list, check, and renew certificates, providing vital information for maintaining secure connections.
16. 688Marketplace Managerjeremylongshore/claude-code-plugins-plus-skillsAutomatically manages marketplace catalog updates, syncs marketplace.json, and handles plugin distribution when user mentions marketplace update, sync catalog, or add to marketplace. Specific to claude-code-plugins two-catalog system. allowed-tools: Read, Write, Edit, Grep, Bash
17. 689Modeling Nosql Datajeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to design NoSQL data models. It activates when the user requests assistance with NoSQL database design, including schema creation, data modeling for MongoDB or DynamoDB, or defining document structures. Use this skill when the user mentions "NoSQL data model", "design MongoDB schema", "create DynamoDB table", or similar phrases related to NoSQL database architecture. It assists in understanding NoSQL modeling principles like embedding vs. referencing, access pattern optimization, and sharding key selection.
18. 690Optimizing Cache Performancejeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to analyze and improve application caching strategies. It optimizes cache hit rates, TTL configurations, cache key design, and invalidation strategies. Use this skill when the user requests to "optimize cache performance", "improve caching strategy", "analyze cache hit rate", or needs assistance with "cache key design", "TTL optimization", or "cache invalidation". The skill identifies potential bottlenecks and recommends adjustments for improved performance and efficiency of caching mechanisms like Redis.
19. 691Optimizing Promptsjeremylongshore/claude-code-plugins-plus-skillsThis skill optimizes prompts for Large Language Models (LLMs) to reduce token usage, lower costs, and improve performance. It analyzes the prompt, identifies areas for simplification and redundancy removal, and rewrites the prompt to be more concise and effective. It is used when the user wants to reduce LLM costs, improve response speed, or enhance the quality of LLM outputs by optimizing the prompt. Trigger terms include "optimize prompt", "reduce LLM cost", "improve prompt performance", "rewrite prompt", "prompt optimization".
20. 692Orchestrating Multi Agent Systemsjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to orchestrate multi-agent systems using the AI SDK v5. It allows Claude to set up agent handoffs, intelligent routing, and coordinated workflows across different AI providers like OpenAI, Anthropic, and Google. Use this skill when the user asks to create multi-agent systems, needs help with agent coordination, task routing, or wants to build complex workflows involving specialized agents. It is triggered by phrases like "multi-agent system", "agent orchestration", "agent handoff", "intelligent routing", or "coordinate agents".
21. 693Performing Regression Analysisjeremylongshore/claude-code-plugins-plus-skillsThis skill empowers Claude 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 performance metrics. Use this skill when the user explicitly requests regression analysis, prediction based on data, or mentions terms like "linear regression," "polynomial regression," "regression model," or "predictive modeling." This skill is also helpful when the user needs to understand the relationship between variables in a dataset.
22. 694Plugin Validatorjeremylongshore/claude-code-plugins-plus-skillsAutomatically validates Claude Code plugin structure, schemas, and compliance when user mentions validate plugin, check plugin, or plugin errors. Runs comprehensive validation specific to claude-code-plugins repository standards. allowed-tools: Read, Grep, Bash
23. 695Running Clustering Algorithmsjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to execute clustering algorithms on datasets. It is used when the user requests to perform clustering, identify groups within data, or analyze data structure. The skill supports algorithms like K-means, DBSCAN, and hierarchical clustering. Claude should use this skill when the user explicitly asks to "run clustering," "perform a cluster analysis," or "group data points" and provides a dataset or a way to access one. The skill also handles data validation, error handling, performance metrics, and artifact saving.
24. 696Scanning For Gdpr Compliancejeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to scan applications and data systems for GDPR compliance issues. It identifies potential violations related to data protection, privacy rights, consent management, and other regulatory requirements. Use this skill when the user asks to "scan for GDPR compliance", check "GDPR compliance", or audit for "data privacy". The skill leverages the `gdpr-compliance-scanner` plugin to perform a comprehensive assessment and generate a detailed report.
25. 697Setting Up Experiment Trackingjeremylongshore/claude-code-plugins-plus-skillsThis skill automates the setup of machine learning experiment tracking using tools like MLflow or Weights & Biases (W&B). It is triggered when the user requests to "track experiments", "setup experiment tracking", "initialize MLflow", or "integrate W&B". The skill configures the necessary environment, initializes the tracking server (if needed), and provides code snippets for logging experiment parameters, metrics, and artifacts. It helps ensure reproducibility and simplifies the comparison of different model runs.
26. 698Tracking Application Response Timesjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to track and optimize application response times. It uses the response-time-tracker plugin to monitor API endpoints, database queries, external service calls, frontend rendering, and background job execution. The plugin calculates P50, P95, and P99 percentiles, average and maximum response times. Use this skill when you need to identify performance bottlenecks, monitor SLOs, or receive alerts about performance degradation. Trigger this skill with phrases like "track response times", "optimize latency", or "monitor application performance".
27. 699Tracking Model Versionsjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude 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 for AI/ML models. Use this skill when the user mentions "track versions", "model registry", "MLflow", or requests assistance with AI/ML model deployment and management. This skill facilitates the implementation of best practices for model versioning, automation of model workflows, and performance optimization.
28. 700Training Machine Learning Modelsjeremylongshore/claude-code-plugins-plus-skillsThis skill trains machine learning models using automated workflows. It analyzes datasets, selects appropriate model types (classification, regression, etc.), configures training parameters, trains the model with cross-validation, generates performance metrics, and saves the trained model artifact. Use this skill when the user requests to "train" a model, needs to evaluate a dataset for machine learning purposes, or wants to optimize model performance. The skill supports common frameworks like scikit-learn.
29. 701Tuning Hyperparametersjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. It is used when the user requests hyperparameter tuning, model optimization, or improvement of model performance. The skill analyzes the current context, generates code for the specified search strategy, handles data validation and errors, and provides performance metrics. Trigger terms include "tune hyperparameters," "optimize model," "grid search," "random search," and "Bayesian optimization.
30. 702Validating Ai Ethics And Fairnessjeremylongshore/claude-code-plugins-plus-skillsThis skill enables Claude to validate the ethical implications and fairness of AI/ML models and datasets. It is triggered when the user requests an ethics review, fairness assessment, or bias detection for an AI system. The skill uses the ai-ethics-validator plugin to analyze models, datasets, and code for potential biases and ethical concerns. It provides reports and recommendations for mitigating identified issues, ensuring responsible AI development and deployment. Use this skill when the user mentions "ethics validation", "fairness assessment", "bias detection", "responsible AI", or relate
31. 703Version Bumperjeremylongshore/claude-code-plugins-plus-skillsAutomatically handles semantic version updates across plugin.json and marketplace catalog when user mentions version bump, update version, or release. Ensures version consistency in claude-code-plugins repository. allowed-tools: Read, Write, Edit, Grep, Bash
32. 704Vertex AI Media Masterjeremylongshore/claude-code-plugins-plus-skillsAutomatic activation for ALL Google Vertex AI multimodal operations - video processing, audio generation, image creation, and marketing campaigns. **TRIGGER PHRASES:** - "vertex ai", "gemini multimodal", "process video", "generate audio", "create images", "marketing campaign" - "imagen", "video understanding", "multimodal", "content generation", "media assets" **AUTO-INVOKES FOR:** - Video processing and understanding (up to 6 hours) - Audio generation and transcription - Image generation with Imagen 4 - Marketing campaign automation - Social media content creation - Ad creative generation - M