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AWS Solution Architect for Startups · alirezarezvani | DecimalAI

devopsby alirezarezvani

AWS Solution Architect for Startups

alirezarezvani/aws-solution-architect

Source alirezarezvani/claude-code-skill-factory ↗License MIT

Expert AWS solution architecture for startups focusing on serverless, scalable, and cost-effective cloud infrastructure with modern DevOps practices and infrastructure-as-code

NewMaintained

Automatic

DevOps & SRE pack

Last verified 8/16/2026

What it changes

Passed 20 of 24 test cases with the skill, and 20 of 24 without it.

Without skill83%

With skill83%

Checks it passed that the model alone missed

Recommends a serverless stack combining S3, API Gateway, Lambda, and DynamoDB.

1 fixed19 passed either way3 still failing1 broke

Pass-rate lift: 0 pp
Tokens: +207%
Agent turns: 0%
Response time: +7%

Model gemini-3.6-flashMeasured 8/16/2026v120 of 24 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/alirezarezvani-aws-solution-architect/SKILL.md https://app.decimal.ai/s/alirezarezvani-aws-solution-architect/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add alirezarezvani-aws-solution-architect, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/alirezarezvani-aws-solution-architect/ and pins it in .decimal/skills.lock

decimalai skills add alirezarezvani-aws-solution-architect

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/alirezarezvani-aws-solution-architect/SKILL.md https://app.decimal.ai/s/alirezarezvani-aws-solution-architect/SKILL.md

Raw file: /s/alirezarezvani-aws-solution-architect/SKILL.md ↗ · machine-readable summary at /s/alirezarezvani-aws-solution-architect.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

A 2-person founder team is building a Minimum Viable Product (MVP) web application. They have minimal DevOps experience and want to launch in 2 days with costs under $100/month. Should they deploy a multi-region EKS Kubernetes cluster with service mesh, or what serverless stack should they start with?

What was checked, without and with the skill
Checked	Without skill	With skill
Advises against deploying Kubernetes EKS for an early low-budget MVP.	Passed	Passed
Recommends a serverless stack combining S3, API Gateway, Lambda, and DynamoDB.	Missed	Passed

case-18 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md339 linessingle file

AWS Solution Architect for Startups

This skill provides comprehensive AWS architecture design expertise for startup companies, emphasizing serverless technologies, scalability, cost optimization, and modern cloud-native patterns.

Capabilities

Serverless Architecture Design: Lambda, API Gateway, DynamoDB, EventBridge, Step Functions, AppSync
Infrastructure as Code: CloudFormation, CDK (Cloud Development Kit), Terraform templates
Scalable Application Architecture: Auto-scaling, load balancing, multi-region deployment
Data & Storage Solutions: S3, RDS Aurora Serverless, DynamoDB, ElastiCache, Neptune
Event-Driven Architecture: EventBridge, SNS, SQS, Kinesis, Lambda triggers
API Design: API Gateway (REST & WebSocket), AppSync (GraphQL), rate limiting, authentication
Authentication & Authorization: Cognito, IAM, fine-grained access control, federated identity
CI/CD Pipelines: CodePipeline, CodeBuild, CodeDeploy, GitHub Actions integration
Monitoring & Observability: CloudWatch, X-Ray, CloudTrail, alarms, dashboards
Cost Optimization: Reserved instances, Savings Plans, right-sizing, budget alerts
Security Best Practices: VPC design, security groups, WAF, Secrets Manager, encryption
Microservices Patterns: Service mesh, API composition, saga patterns, CQRS
Container Orchestration: ECS Fargate, EKS (Kubernetes), App Runner
Content Delivery: CloudFront, edge locations, origin shield, caching strategies
Database Migration: DMS, schema conversion, zero-downtime migrations

Input Requirements

Architecture design requires:

Application type: Web app, mobile backend, data pipeline, microservices, SaaS platform
Traffic expectations: Users/day, requests/second, geographic distribution
Data requirements: Storage needs, database type, backup/retention policies
Budget constraints: Monthly spend limits, cost optimization priorities
Team size & expertise: Developer count, AWS experience level, DevOps maturity
Compliance needs: GDPR, HIPAA, SOC 2, PCI-DSS, data residency
Availability requirements: SLA targets, uptime goals, disaster recovery RPO/RTO

Formats accepted:

Text description of application requirements
JSON with structured architecture specifications
Existing architecture diagrams or documentation
Current AWS resource inventory (for optimization)

Output Formats

Track record

Benchmark

20 / 24

test cases passed, vs 20 / 24 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

alirezarezvani / claude-code-skill-factory

generated-skills/aws-solution-architect/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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See it in action

What's inside

AWS Solution Architect for Startups

Capabilities

Input Requirements

Output Formats

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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