ReddRadar
Topic: devops
5,262 skills in this topic.
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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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training-machine-learning-models
Build 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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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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tuning-hyperparameters
Optimize 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.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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deploying-machine-learning-models
Deploy 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'.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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adk-deployment-specialist
Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank. Use when asked to "deploy ADK agent" or "orchestrate agents". Trigger with phrases like 'deploy', 'infrastructure', or 'CI/CD'.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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adk-engineer
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application". Trigger with relevant phrases based on skill purpose.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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gcp-examples-expert
Generate production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and Gemini patterns. Use when asked to "show ADK example" or "provide GCP starter kit". Trigger with relevant phrases based on skill purpose.
jeremylongshore/claude-code-plugins-plus-skills 1,803
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evaluating-machine-learning-models
Build 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.
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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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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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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rate-limiting-apis
Implement 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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monitoring-apis
Build 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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mocking-apis
Generate 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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migrating-apis
Implement 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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load-testing-apis
Execute 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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building-api-gateway
Create 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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emitting-api-events
Build 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803
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handling-api-errors
Implement 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".
jeremylongshore/claude-code-plugins-plus-skills 1,803