AWS Infrastructure Analyzer & Optimizer
Analyze & optimize your AWS infrastructure for cost, performance, and security
What You Can Do
Upload your AWS architecture details or CloudFormation templates, and Claude will conduct a comprehensive analysis of your infrastructure. You'll receive specific optimization recommendations for cost reduction, performance improvements, security hardening, and scalability enhancements tailored to your actual workloads and business requirements.
Features
Identify expensive resources and rightsize instances for 30-50% savings
Find misconfigurations causing latency or throughput issues
Detect exposed credentials, open security groups, and compliance gaps
Recommend auto-scaling policies and multi-AZ architectures
Calculate RI purchases vs on-demand to maximize your budget
Analyze query patterns and index strategies
Evaluate failover, data residency, and global deployment options
Improve cost allocation and governance
Example Output
Example 1: Cost Analysis
✓ RDS Instance Oversizing: c5.2xlarge → c5.large saves $2,400/month
✓ Unattached EBS Volumes: 12 volumes × $0.10/GB = $240/month waste
✓ NAT Gateway Optimization: Consolidate across 3 AZs → 1 saves $160/month
Total Potential Savings: $2,800/month (34% reduction)
Example 2: Security Findings
- 🔴 Critical: Security group 'web-sg' allows 0.0.0.0/0 on port 22
- 🟡 Warning: S3 bucket 'data-archive' has public read-write access
- 🟡 Warning: RDS 'prod-db' backup retention = 7 days (recommend 30+)
Compliance Gap: VPC has no VPC Flow Logs enabled (required for audit)
Example 3: Performance Recommendations
→ CloudFront Distribution: Add caching headers to reduce origin load by 60%
→ DynamoDB: Switch to on-demand pricing for variable workloads (saves 45% on peaks)
→ Lambda Cold Starts: Provision concurrency for 3 latency-sensitive functions
→ RDS Read Replica: Add replica in us-west-2 for cross-region users
What's Included
- SKILL.md: Complete AWS analysis framework with decision trees for cost, performance, security
- AWS CLI Quick Reference: Common commands to extract architecture details
- Optimization Checklist: Prioritized action items by impact and effort
- CloudFormation Analysis Template: Process CF templates for resource inventory
- Cost Projection Worksheet: Calculate ROI on recommendations
- Security Audit Workflow: Step-by-step compliance scanning procedure
Who It's For
- DevOps Engineers optimizing existing infrastructure for cost and performance
- Cloud Architects planning migrations or multi-cloud strategies
- FinOps/Cost Management teams hunting for budget waste
- Security teams auditing compliance and vulnerability posture
- CTOs/VPs Engineering making infrastructure investment decisions
Best For
- Monthly cost audits to identify and eliminate waste
- Pre-production performance testing and bottleneck analysis
- Security posture reviews and compliance assessments
- Capacity planning for seasonal traffic or growth
- AWS migration assessments and post-migration optimization
You might also like
Analyze FDA guidance documents, structure regulatory narratives for IND/NDA/BLA submissions, and develop data-driven submission strategies aligned with current regulatory expectations. Claude identifies compliance gaps, predicts likely deficiency questions, and delivers submission-ready content formatted according to FDA conventions.
by najicham
Analyze adverse event data to identify emerging safety signals, systematically evaluate causal relationships between drugs and adverse events using established frameworks, and generate regulatory-compliant reports for submission. You'll accelerate signal detection workflows, ensure consistent application of causality assessment scales (Naranjo, WHO-UMC), and standardize your pharmacovigilance documentation for FDA, EMA, and ICH submissions.
by najicham
Navigate the complex EMA/ICH submission process by generating structured Common Technical Document (CTD) frameworks, compliance checklists, and quality assessment strategies. You'll accelerate dossier preparation, reduce submission delays, and ensure all regulatory requirements are systematically addressed before filing.
by najicham
This skill helps you aggregate post-market safety data, detect emerging risk signals, and streamline regulatory compliance workflows. You can analyze adverse events, generate required reports for regulators, and coordinate market surveillance activities with confidence. It turns fragmented safety data into actionable intelligence and audit-ready documentation.
by najicham
You can quickly draft, review, and update pharmaceutical product labels that meet FDA regulations and current guidance documents. The skill ensures consistent formatting of warnings, precautions, dosage instructions, and all required disclosures—saving you hours of manual compliance checking and reducing the risk of regulatory rejection. You'll get detailed markup with specific citations to relevant FDA guidance.
by najicham
This skill guides you through systematic Linux troubleshooting using Claude to analyze system logs, performance metrics, and configuration files. You'll identify root causes of system issues, optimize resource usage, and automate remediation tasks. Claude helps you parse complex diagnostic output and recommend fixes you can apply immediately.
by najichamYou'll systematically troubleshoot wireless connectivity problems by guiding structured data collection, analyzing root causes, and validating fixes. This skill walks you through diagnostic interviews, signal analysis, device troubleshooting, and performance optimization—turning vague WiFi complaints into actionable remediation steps with documented changes and recovery procedures.
by najicham
Systematically diagnose and resolve GCP performance, reliability, and cost issues by analyzing logs, metrics, and traces. You get structured troubleshooting workflows that pinpoint root causes—whether it's database latency, resource exhaustion, misconfigurations, or budget overruns—and deliver actionable remediation steps.
by najicham