kalilurrahman/kr-claudiator-skills-original-prompts

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Evaluate ML model performance with appropriate metrics, validation strategies, and statistical rigor. Outputs evaluation reports, confusion matrices, calibration curves, fairness analysis, and go/no-go recommendations.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Monitor ML models in production for drift, performance degradation, and data quality. Outputs metrics, alerts, and retraining triggers.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design automated ML model retraining pipelines triggered by drift, schedule, or performance degradation. Outputs retraining orchestration, data validation, automated promotion logic, and rollback mechanisms.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Implement ML model versioning with registry management, lineage tracking, artifact storage, and deployment lifecycle. Outputs registry setup, versioning conventions, artifact management, and stage transition workflows.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design effective prompts for LLMs. Outputs prompt templates, few-shot examples, chain-of-thought reasoning, and structured output formats.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design Retrieval-Augmented Generation systems with vector databases, chunking strategies, and hybrid search. Outputs architecture, embedding pipelines, and retrieval optimizations.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design authentication and authorization architecture covering JWT, OAuth2, RBAC, session management, and MFA. Outputs auth flow diagrams, token strategy, permission models, and implementation patterns.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design encryption strategy with data-at-rest, data-in-transit, and key management. Outputs encryption standards, key rotation, and compliance requirements.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design comprehensive input validation and sanitization to prevent injection attacks, XSS, path traversal, and data corruption. Outputs validation schemas, sanitization functions, and security-focused middleware.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design penetration testing plans with scope, methodology, tools, and reporting. Outputs test scenarios, OWASP Top 10 coverage, and remediation priorities.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design penetration testing plans with OWASP methodology, attack vectors, and remediation tracking. Outputs test scope, findings, and security improvements.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Conduct a comprehensive security audit of an application or infrastructure. Outputs vulnerability assessment, threat modeling, and remediation roadmap.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Configure HTTP security headers to protect against XSS, clickjacking, MIME sniffing, and other browser-based attacks. Outputs CSP policies, HSTS, X-Frame-Options, and scanning/testing configuration.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design and execute security testing programs covering OWASP Top 10, SAST, DAST, dependency scanning, and penetration testing. Outputs test plans, tool configurations, CI integration, and remediation tracking.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design threat models using STRIDE, attack trees, and data flow diagrams. Outputs threat analysis, risk ratings, and mitigation strategies.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Implement automated vulnerability scanning for containers, dependencies, and infrastructure. Outputs Trivy/Grype configuration, CVE triage workflows, remediation SLAs, and compliance reporting.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design and configure API gateway architecture covering routing, authentication, rate limiting, request transformation, and observability. Outputs gateway configuration for Kong, AWS API Gateway, or Nginx, with traffic management and security policies.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Document architecture decisions with ADRs (Architecture Decision Records). Outputs decision context, options, trade-offs, and rationale.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design distributed systems with consensus algorithms, partitioning, and eventual consistency. Outputs system architecture, CAP trade-offs, and failure handling.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Implement event sourcing pattern where state is derived from an immutable sequence of events. Outputs event store design, aggregate patterns, projection builders, and command/event handlers.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design high-availability systems with redundancy, failover, and disaster recovery. Outputs architecture diagrams, SLA targets, and failure modes.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design message queue architectures using Kafka, RabbitMQ, or SQS. Outputs topic/queue design, producer/consumer patterns, dead letter queues, ordering guarantees, and scaling configuration.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design scalability strategies for horizontal and vertical scaling. Outputs capacity planning, bottleneck analysis, and scaling triggers.

kalilurrahman/kr-claudiator-skills-original-prompts

Skill Claude Code

Design and implement service mesh architecture using Istio or Linkerd. Outputs traffic management config, mTLS setup, observability pipelines, circuit breakers, and canary deployment policies.