ReddRadar
Topic: devops
5,262 skills in this topic.
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engineering-features-for-machine-learning
Execute 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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setting-up-experiment-tracking
Implement 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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optimizing-deep-learning-models
Optimize 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'.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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splitting-datasets
Process 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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creating-data-visualizations
Generate 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'.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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preprocessing-data-with-automated-pipelines
Process 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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processing-computer-vision-tasks
Process 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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running-clustering-algorithms
Analyze 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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building-classification-models
Build 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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building-automl-pipelines
Build 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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detecting-data-anomalies
Process 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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orchestrating-multi-agent-systems
Execute orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.
Use when building complex AI systems requiring agent collaboration, task delegation, or workflow coordination.
Trigger with phrases like "create multi-agent system", "orchestrate agents", or "coordinate agent workflows".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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validating-ai-ethics-and-fairness
Validate 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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validating-api-contracts
Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract).
Use when performing specialized testing.
Trigger with phrases like "validate API contract", "run contract tests", or "check consumer contracts".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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fuzzing-apis
Configure perform API fuzzing to discover edge cases, crashes, and security vulnerabilities.
Use when performing specialized testing.
Trigger with phrases like "fuzz the API", "run fuzzing tests", or "discover edge cases".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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scanning-accessibility
Validate WCAG compliance and accessibility standards (ARIA, keyboard navigation).
Use when auditing WCAG compliance or screen reader compatibility.
Trigger with phrases like "scan accessibility", "check WCAG compliance", or "validate screen readers".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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running-performance-tests
Execute load testing, stress testing, and performance benchmarking.
Use when performing specialized testing.
Trigger with phrases like "run load tests", "test performance", or "benchmark the system".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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orchestrating-test-execution
Test coordinate parallel test execution across multiple environments and frameworks.
Use when performing specialized testing.
Trigger with phrases like "orchestrate tests", "run parallel tests", or "coordinate test execution".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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generating-test-reports
Generate comprehensive test reports with metrics, coverage, and visualizations.
Use when performing specialized testing.
Trigger with phrases like "generate test report", "create test documentation", or "show test metrics".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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generating-unit-tests
Test automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.
Use when creating test coverage for functions, classes, or modules.
Trigger with phrases like "generate unit tests", "create tests for", or "add test coverage".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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testing-visual-regression
Detect visual changes in UI components using screenshot comparison.
Use when detecting unintended UI changes or pixel differences.
Trigger with phrases like "test visual changes", "compare screenshots", or "detect UI regressions".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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testing-load-balancers
Validate load balancer behavior, failover, and traffic distribution.
Use when performing specialized testing.
Trigger with phrases like "test load balancer", "validate failover", or "check traffic distribution".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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running-integration-tests
Execute integration tests validating component interactions and system integration.
Use when performing specialized testing.
Trigger with phrases like "run integration tests", "test integration", or "validate component interactions".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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running-e2e-tests
Execute end-to-end tests covering full user workflows across frontend and backend.
Use when performing specialized testing.
Trigger with phrases like "run end-to-end tests", "test user flows", or "execute E2E suite".
jeremylongshore/claude-code-plugins-plus-skills 1,803