kalilurrahman

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Create production-ready Docker Compose configurations for multi-container applications. Outputs service definitions, networking, volumes, and environment management.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Create and manage Helm charts for Kubernetes application deployment. Outputs Chart.yaml, values.yaml, templates with best practices, named templates, hooks, and chart testing configuration.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Create production Kubernetes manifests with deployments, services, ingress, configs, and autoscaling. Outputs complete YAML with best practices.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design and implement centralized log aggregation pipelines using ELK Stack, CloudWatch Logs, or Loki. Outputs shipper configuration, parsing rules, retention policies, and search/alerting setup.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Setup monitoring with Prometheus, Grafana, alerting. Outputs metrics collection, dashboards, alert rules, and SLO tracking.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design secrets management with Vault, AWS Secrets Manager, encrypted storage. Outputs rotation policies, access controls, and audit logging.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Production Terraform modules for infrastructure as code. Outputs reusable modules with variables, state management, and CI/CD integration.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design and analyze A/B tests with statistical significance, sample size calculation, and metric selection. Outputs test design, power analysis, and results interpretation.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design analytics dashboards with Tableau, PowerBI, Looker, Metabase. Outputs metric definitions, visualizations, filters, and user flows.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design data models for relational and NoSQL databases. Outputs entity relationships, normalization, denormalization strategies, and schema evolution.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design data quality validation with Great Expectations, custom checks, and automated monitoring. Outputs validation rules, anomaly detection, and data lineage.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design data warehouse schemas with star/snowflake patterns, dimensions, facts, and slowly changing dimensions. Outputs DDL and ETL integration.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Implement distributed tracing across microservices using OpenTelemetry. Outputs trace instrumentation, context propagation, sampling configuration, Jaeger/Tempo integration, and trace-based debugging workflows.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design extract-transform-load pipelines for data warehousing. Outputs data sources, transformations, quality checks, scheduling, and monitoring.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Optimize slow SQL queries with indexing, query rewriting, and execution plan analysis. Outputs before/after metrics and index strategies.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design real-time streaming pipelines with Kafka, Flink, Spark Streaming. Outputs producer/consumer patterns, windowing, state management, and exactly-once semantics.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design and analyze A/B tests for ML models in production, including traffic splitting, metric selection, statistical significance testing, and safe rollout strategies.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design ML features with encoding, scaling, selection, and extraction. Outputs feature pipelines, importance analysis, and validation strategies.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Optimize ML model hyperparameters with grid search, random search, Bayesian optimization. Outputs tuning strategy, search spaces, and best parameters.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Evaluate large language model outputs with automated metrics, human evaluation, and adversarial testing. Outputs eval harnesses, rubrics, and quality scores.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Set up ML experiment tracking with MLflow or Weights & Biases. Outputs experiment logging code, model registry integration, hyperparameter tracking, artifact management, and reproducibility configuration.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Monitor ML models in production for data drift, concept drift, and performance degradation. Outputs drift detection pipelines, alerting thresholds, retraining triggers, and monitoring dashboards.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design an end-to-end machine learning pipeline from data to deployment. Outputs data preparation, training, evaluation, deployment, and monitoring steps.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Deploy ML models to production with FastAPI, TorchServe, or SageMaker. Outputs serving infrastructure, scaling, monitoring, and A/B testing.