Design MongoDB architectures with document modeling, indexing (ESR rule), sharding, aggregation pipelines, replica...
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Generate database migration scripts for Liquibase, Flyway, Alembic with rollback safety, data preservation, and...
Design data pipelines with quality checks, orchestration, and governance using modern data stack patterns for robust...
Generate a production-ready SKILL.md + tiny examples, evals, and an index entry aligned to Anthropic Skills.
Fast delegation of large-context tasks to Gemini CLI via MCP when file size exceeds 100KB or task requires analysis/review.
Intelligently delegate code generation, boilerplate creation, and automation tasks to OpenAI Codex CLI for rapid...
Create optimized Dockerfiles with multi-stage builds, security hardening, and vulnerability scanning for minimal,...
Validates OSCAL System Security Plan documents against schemas, profiles, and cross-reference requirements with...
Validate NIST SP 800-53 control implementation with evidence mapping, gap analysis, automated testing, and...
Human-readable remediation guidance ranked by severity
Automate compliance checks for NIST, FedRAMP, FISMA, GDPR, HIPAA, and fintech regulations with OSCAL artifact...
Design serverless function deployments for AWS Lambda, Azure Functions, and Google Cloud Functions with event...
Compare AWS, GCP, and Azure to select the best cloud provider based on workload requirements, cost, compliance, and...
Design multi-cloud and hybrid cloud strategies with vendor selection, integration patterns, TCO analysis, and...
Integrate Kubernetes workloads with AWS EKS, Azure AKS, and GCP GKE including IAM, ingress controllers, storage...
Design GCP solutions across compute, storage, networking, and serverless with cost optimization, security hardening,...
Design edge computing solutions with CDN integration, edge functions, IoT device management, and latency-optimized...
Design Azure solutions across compute, storage, networking, and serverless with cost optimization, security...
Design AWS solutions across compute, storage, networking, and serverless with cost optimization, security hardening,...
Guide architecture decisions using ADRs, trade-off analysis, pattern catalogs, and C4 diagrams for layered,...
Hypermedia links for resource navigation (Level 3 REST)
Design GraphQL schemas with federation, resolvers, dataloaders, n+1 query prevention, and schema stitching patterns
Design and validate REST and GraphQL APIs with OpenAPI/GraphQL schema generation, security hardening, and OWASP API...
Schema compatibility and breaking change analysis