kalilurrahman/kr-claudiator-skills-original-prompts
Skill Claude CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
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 CodeCodex
Conduct a comprehensive security audit of an application or infrastructure. Outputs vulnerability assessment, threat modeling, and remediation roadmap.