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Claude Skills by paulpas
github.com/paulpas1,344 skills31 installs3,958 views
- Ds Monte Carlo'"Implements Monte Carlo sampling, simulation methods, and stochasticVotes: 0GitHub stars: 4
- Ds Neural Networks'"Implements deep neural networks, backpropagation, activation functionsVotes: 0GitHub stars: 4
- Ds Observational Studies'"Analyzes observational data using matching methods, propensity scoresVotes: 0GitHub stars: 4
- Ds Online Experiments'"Implements multi-armed bandits, contextual bandits, exploration-exploitationVotes: 0GitHub stars: 4
- Ds Privacy Ml'"Implements privacy-preserving machine learning including differentialVotes: 0GitHub stars: 4
- Ds Randomized Experiments'"Provides Designs and analyzes randomized controlled trials (RCTs)Votes: 0GitHub stars: 4
- Ds Regression Evaluation'"Evaluates regression models using MSE, RMSE, MAE, MAPE, R-squaredVotes: 0GitHub stars: 4
- Ds Reproducible Research'"Implements reproducible research practices including code organizationVotes: 0GitHub stars: 4
- Ds Statistical Power'"Analyzes statistical power, sample size determination, effect sizeVotes: 0GitHub stars: 4
- Ds Support Vector Machines'"Implements support vector machines (SVM) with kernel methods, supportVotes: 0GitHub stars: 4
- Ds Synthetic Control'"Implements synthetic control methods, difference-in-differences estimationVotes: 0GitHub stars: 4
- Ds Time Series Forecasting'"Implements ARIMA, exponential smoothing, state-space models, LSTM networksVotes: 0GitHub stars: 4
- Ds Topic Modeling'"Implements topic modeling using Latent Dirichlet Allocation (LDA)Votes: 0GitHub stars: 4
- Ds Tree Methods'"Implements decision trees, random forests, gradient boosting (XGBoost"Votes: 0GitHub stars: 4
- Dsl EngineeringDesigns and implements domain-specific languages (embedded DSLs with Python/Go idioms, external DSLs with PEG/ANTLR/Lark parsers) for configuration, query, and rule engines in production systems.Votes: 0GitHub stars: 4
- Elasticsearch SdkIntegrates Elasticsearch using elasticsearch-py 8.x with patterns forVotes: 0GitHub stars: 4
- Elevenlabs ApiIntegrates ElevenLabs API (text-to-speech, voice cloning, speech-to-text,Votes: 0GitHub stars: 4
- Engineering Api DesignDesigns and implements production REST APIs and GraphQL schemas with versioning, authentication, pagination, rate limiting, OpenAPI documentation, and error handling for scalable service interfaces.Votes: 0GitHub stars: 4
- Engineering Error HandlingDesigns robust error handling strategies including typed exception hierarchies, graceful degradation, retry with exponential backoff, circuit breakers, structured logging, and panic prevention across software systems.Votes: 0GitHub stars: 4
- Engineering Principle ConflictsResolves contradictions between SOLID, DRY, KISS, and YAGNI principles using a structured decision framework with trade-off analysis and domain-context scoring for architecture decisions.Votes: 0GitHub stars: 4
- Engineering PrinciplesEnforces core software engineering principles (SOLID, DRY, KISS, separationVotes: 0GitHub stars: 4
- Engineering TradeoffsEvaluates competing engineering options using weighted decision matrices,Votes: 0GitHub stars: 4
- Entra Id ApiImplements Microsoft Entra ID (Azure AD) API integration (Users, Groups,Votes: 0GitHub stars: 4
- Error Handling PatternsImplements modern error handling patterns (Result types, error wrapping, retry with backoff, circuit breakers, panic recovery) to eliminate unchecked exceptions and silent failures in production systems.Votes: 0GitHub stars: 4
- Error HandlingImplements modern Python error handling patterns including custom exception hierarchies, context propagation, result types, and graceful degradation for resilient production systems.Votes: 0GitHub stars: 4
- Event Bus'"Async pub/sub event bus with typed events, mixed sync/async dispatch"Votes: 0GitHub stars: 4
- Event Driven ArchitectureImplements event-driven architecture patterns including pub/sub messaging with RabbitMQ and Kafka, schema registry management, dead letter queue handling, idempotent consumer design, database outbox pattern, and event streaming for asynchronous system coordination.Votes: 0GitHub stars: 4
- Event Driven PatternsImplements event-driven architecture patterns (pub/sub, event sourcing,Votes: 0GitHub stars: 4
- Event Schema VersioningImplements event schema versioning strategies (semantic versioning, forward/backward compatibility, schema registry, deprecation lifecycle) to evolve event contracts in production event-driven systems without breaking consumers.Votes: 0GitHub stars: 4
- Event Sourcing PatternImplements event sourcing pattern (event store, aggregate roots, projections,Votes: 0GitHub stars: 4
- Event SourcingPersists application state as an append-only immutable event log, enablingVotes: 0GitHub stars: 4
- Event StormingFacilitates collaborative EventStorming workshops to discover boundedVotes: 0GitHub stars: 4
- Eventual Consistency PatternsManages eventual consistency challenges in distributed systems — read model reconciliation, conflict resolution with CRDTs and vector clocks, anti-corruption layers, and stale read mitigation for event-driven architectures.Votes: 0GitHub stars: 4
- Expression EngineImplements expression evaluation engines (arithmetic, conditional logic, string manipulation, function dispatch) for configuration-driven workflows, rule engines, and dynamic computation without hard-coded code paths.Votes: 0GitHub stars: 4
- Extensible Framework DesignDesigns robust extensible software frameworks with plugin architectures, configuration-driven extension points, and validation patterns — enabling third-party contributors while maintaining core stability and API contract guarantees.Votes: 0GitHub stars: 4
- Factory MethodImplements the GoF Factory Method pattern for polymorphic object creation in Python using ABC-based factories, registration decorators, and type dispatch to replace if/elif chains with extensible factory hierarchies.Votes: 0GitHub stars: 4
- Fastapi DevelopmentImplements FastAPI application patterns including dependency injection, Pydantic v2 models, async handlers, JWT authentication, middleware chains, background tasks, and production deployment strategies for high-performance Python web services.Votes: 0GitHub stars: 4
- Fastapi Patterns'"FastAPI application structure with typed error hierarchy, global exception"Votes: 0GitHub stars: 4
- Feature Flags Progressive DeliveryImplements feature flag systems with progressive delivery, A/B testing, and gradual rollout strategies for safe application-level feature deployment without code changes.Votes: 0GitHub stars: 4
- Firebase SdkIntegrates Firebase using firebase-admin 7.x with patterns for FirestoreVotes: 0GitHub stars: 4
- Framework AdaptationEvaluates and integrates new frameworks into existing projects usingVotes: 0GitHub stars: 4
- Framework Adoption StrategyOrchestrates structured framework adoption through phased rollout planning,Votes: 0GitHub stars: 4
- Framework Application MethodologySystematically learns, evaluates, and applies new software frameworks using proven methodology — source code analysis, prototype validation, pattern mapping, and iterative adoption for maximum engineering impact.Votes: 0GitHub stars: 4
- Framework Architecture DesignTranslates framework requirements into concrete architectural decisions including module boundaries, layering strategies, extension point placement, data flow design, and dependency topology that respect the chosen framework's paradigms.Votes: 0GitHub stars: 4
- Framework Comparison WorkflowRuns structured, code-level comparison workflows between competing frameworks through spike projects, side-by-side implementations, developer experience measurement, and ecosystem analysis to produce evidence-based selection recommendations.Votes: 0GitHub stars: 4
- Framework DesignTranslates framework constraints into concrete architectural blueprintsVotes: 0GitHub stars: 4
- Framework Driven DesignImplements framework-driven design patterns (Inversion of Control, Dependency Injection, lifecycle hooks, plugin architectures) to build extensible applications that leverage modern framework constraints instead of bypassing them.Votes: 0GitHub stars: 4
- Framework Evaluation CriteriaSystematically elicits evaluation criteria across technical, team, ecosystem, security, deployment, integration, cost, and viability dimensions to prevent hype-driven framework selection. Produces structured requirement matrices, weighted scoring frameworks, and decision records with documented trade-offs.Votes: 0GitHub stars: 4
- Framework EvaluationRuns automated empirical evaluation of software frameworks through reproducible benchmark harnesses, dependency graph security auditing, integration feasibility testing, and maintenance cost modeling to produce quantitative selection data.Votes: 0GitHub stars: 4
- Framework EvaluationEvaluates and scores competing frameworks using weighted criteria matrices,Votes: 0GitHub stars: 4