# Send Aws Solution Architect to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
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      "references/service_selection.md"
    ],
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      "checkedAt": "2026-04-30T07:57:20.345Z",
      "expiresAt": "2026-05-07T07:57:20.345Z",
      "httpStatus": 200,
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      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=aws-solution-architect",
        "contentDisposition": "attachment; filename=\"aws-solution-architect-2.1.1.zip\"",
        "redirectLocation": null,
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      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/aws-solution-architect"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/aws-solution-architect",
    "downloadUrl": "https://openagent3.xyz/downloads/aws-solution-architect",
    "agentUrl": "https://openagent3.xyz/skills/aws-solution-architect/agent",
    "manifestUrl": "https://openagent3.xyz/skills/aws-solution-architect/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/aws-solution-architect/agent.md"
  }
}
```
## Documentation

### AWS Solution Architect

Design scalable, cost-effective AWS architectures for startups with infrastructure-as-code templates.

### Step 1: Gather Requirements

Collect application specifications:

- Application type (web app, mobile backend, data pipeline, SaaS)
- Expected users and requests per second
- Budget constraints (monthly spend limit)
- Team size and AWS experience level
- Compliance requirements (GDPR, HIPAA, SOC 2)
- Availability requirements (SLA, RPO/RTO)

### Step 2: Design Architecture

Run the architecture designer to get pattern recommendations:

python scripts/architecture_designer.py --input requirements.json

Example output:

{
  "recommended_pattern": "serverless_web",
  "service_stack": ["S3", "CloudFront", "API Gateway", "Lambda", "DynamoDB", "Cognito"],
  "estimated_monthly_cost_usd": 35,
  "pros": ["Low ops overhead", "Pay-per-use", "Auto-scaling"],
  "cons": ["Cold starts", "15-min Lambda limit", "Eventual consistency"]
}

Select from recommended patterns:

Serverless Web: S3 + CloudFront + API Gateway + Lambda + DynamoDB
Event-Driven Microservices: EventBridge + Lambda + SQS + Step Functions
Three-Tier: ALB + ECS Fargate + Aurora + ElastiCache
GraphQL Backend: AppSync + Lambda + DynamoDB + Cognito

See references/architecture_patterns.md for detailed pattern specifications.

Validation checkpoint: Confirm the recommended pattern matches the team's operational maturity and compliance requirements before proceeding to Step 3.

### Step 3: Generate IaC Templates

Create infrastructure-as-code for the selected pattern:

# Serverless stack (CloudFormation)
python scripts/serverless_stack.py --app-name my-app --region us-east-1

Example CloudFormation YAML output (core serverless resources):

AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31

Parameters:
  AppName:
    Type: String
    Default: my-app

Resources:
  ApiFunction:
    Type: AWS::Serverless::Function
    Properties:
      Handler: index.handler
      Runtime: nodejs20.x
      MemorySize: 512
      Timeout: 30
      Environment:
        Variables:
          TABLE_NAME: !Ref DataTable
      Policies:
        - DynamoDBCrudPolicy:
            TableName: !Ref DataTable
      Events:
        ApiEvent:
          Type: Api
          Properties:
            Path: /{proxy+}
            Method: ANY

  DataTable:
    Type: AWS::DynamoDB::Table
    Properties:
      BillingMode: PAY_PER_REQUEST
      AttributeDefinitions:
        - AttributeName: pk
          AttributeType: S
        - AttributeName: sk
          AttributeType: S
      KeySchema:
        - AttributeName: pk
          KeyType: HASH
        - AttributeName: sk
          KeyType: RANGE

Full templates including API Gateway, Cognito, IAM roles, and CloudWatch logging are generated by serverless_stack.py and also available in references/architecture_patterns.md.

Example CDK TypeScript snippet (three-tier pattern):

import * as ecs from 'aws-cdk-lib/aws-ecs';
import * as ec2 from 'aws-cdk-lib/aws-ec2';
import * as rds from 'aws-cdk-lib/aws-rds';

const vpc = new ec2.Vpc(this, 'AppVpc', { maxAzs: 2 });

const cluster = new ecs.Cluster(this, 'AppCluster', { vpc });

const db = new rds.ServerlessCluster(this, 'AppDb', {
  engine: rds.DatabaseClusterEngine.auroraPostgres({
    version: rds.AuroraPostgresEngineVersion.VER_15_2,
  }),
  vpc,
  scaling: { minCapacity: 0.5, maxCapacity: 4 },
});

### Step 4: Review Costs

Analyze estimated costs and optimization opportunities:

python scripts/cost_optimizer.py --resources current_setup.json --monthly-spend 2000

Example output:

{
  "current_monthly_usd": 2000,
  "recommendations": [
    { "action": "Right-size RDS db.r5.2xlarge → db.r5.large", "savings_usd": 420, "priority": "high" },
    { "action": "Purchase 1-yr Compute Savings Plan at 40% utilization", "savings_usd": 310, "priority": "high" },
    { "action": "Move S3 objects >90 days to Glacier Instant Retrieval", "savings_usd": 85, "priority": "medium" }
  ],
  "total_potential_savings_usd": 815
}

Output includes:

Monthly cost breakdown by service
Right-sizing recommendations
Savings Plans opportunities
Potential monthly savings

### Step 5: Deploy

Deploy the generated infrastructure:

# CloudFormation
aws cloudformation create-stack \\
  --stack-name my-app-stack \\
  --template-body file://template.yaml \\
  --capabilities CAPABILITY_IAM

# CDK
cdk deploy

# Terraform
terraform init && terraform apply

### Step 6: Validate and Handle Failures

Verify deployment and set up monitoring:

# Check stack status
aws cloudformation describe-stacks --stack-name my-app-stack

# Set up CloudWatch alarms
aws cloudwatch put-metric-alarm --alarm-name high-errors ...

If stack creation fails:

Check the failure reason:
aws cloudformation describe-stack-events \\
  --stack-name my-app-stack \\
  --query 'StackEvents[?ResourceStatus==\`CREATE_FAILED\`]'


Review CloudWatch Logs for Lambda or ECS errors.
Fix the template or resource configuration.
Delete the failed stack before retrying:
aws cloudformation delete-stack --stack-name my-app-stack
# Wait for deletion
aws cloudformation wait stack-delete-complete --stack-name my-app-stack
# Redeploy
aws cloudformation create-stack ...

Common failure causes:

IAM permission errors → verify --capabilities CAPABILITY_IAM and role trust policies
Resource limit exceeded → request quota increase via Service Quotas console
Invalid template syntax → run aws cloudformation validate-template --template-body file://template.yaml before deploying

### architecture_designer.py

Generates architecture patterns based on requirements.

python scripts/architecture_designer.py --input requirements.json --output design.json

Input: JSON with app type, scale, budget, compliance needs
Output: Recommended pattern, service stack, cost estimate, pros/cons

### serverless_stack.py

Creates serverless CloudFormation templates.

python scripts/serverless_stack.py --app-name my-app --region us-east-1

Output: Production-ready CloudFormation YAML with:

API Gateway + Lambda
DynamoDB table
Cognito user pool
IAM roles with least privilege
CloudWatch logging

### cost_optimizer.py

Analyzes costs and recommends optimizations.

python scripts/cost_optimizer.py --resources inventory.json --monthly-spend 5000

Output: Recommendations for:

Idle resource removal
Instance right-sizing
Reserved capacity purchases
Storage tier transitions
NAT Gateway alternatives

### MVP Architecture (< $100/month)

Ask: "Design a serverless MVP backend for a mobile app with 1000 users"

Result:
- Lambda + API Gateway for API
- DynamoDB pay-per-request for data
- Cognito for authentication
- S3 + CloudFront for static assets
- Estimated: $20-50/month

### Scaling Architecture ($500-2000/month)

Ask: "Design a scalable architecture for a SaaS platform with 50k users"

Result:
- ECS Fargate for containerized API
- Aurora Serverless for relational data
- ElastiCache for session caching
- CloudFront for CDN
- CodePipeline for CI/CD
- Multi-AZ deployment

### Cost Optimization

Ask: "Optimize my AWS setup to reduce costs by 30%. Current spend: $3000/month"

Provide: Current resource inventory (EC2, RDS, S3, etc.)

Result:
- Idle resource identification
- Right-sizing recommendations
- Savings Plans analysis
- Storage lifecycle policies
- Target savings: $900/month

### IaC Generation

Ask: "Generate CloudFormation for a three-tier web app with auto-scaling"

Result:
- VPC with public/private subnets
- ALB with HTTPS
- ECS Fargate with auto-scaling
- Aurora with read replicas
- Security groups and IAM roles

### Input Requirements

Provide these details for architecture design:

RequirementDescriptionExampleApplication typeWhat you're buildingSaaS platform, mobile backendExpected scaleUsers, requests/sec10k users, 100 RPSBudgetMonthly AWS limit$500/month maxTeam contextSize, AWS experience3 devs, intermediateComplianceRegulatory needsHIPAA, GDPR, SOC 2AvailabilityUptime requirements99.9% SLA, 1hr RPO

JSON Format:

{
  "application_type": "saas_platform",
  "expected_users": 10000,
  "requests_per_second": 100,
  "budget_monthly_usd": 500,
  "team_size": 3,
  "aws_experience": "intermediate",
  "compliance": ["SOC2"],
  "availability_sla": "99.9%"
}

### Architecture Design

Pattern recommendation with rationale
Service stack diagram (ASCII)
Monthly cost estimate and trade-offs

### IaC Templates

CloudFormation YAML: Production-ready SAM/CFN templates
CDK TypeScript: Type-safe infrastructure code
Terraform HCL: Multi-cloud compatible configs

### Cost Analysis

Current spend breakdown with optimization recommendations
Priority action list (high/medium/low) and implementation checklist

### Reference Documentation

DocumentContentsreferences/architecture_patterns.md6 patterns: serverless, microservices, three-tier, data processing, GraphQL, multi-regionreferences/service_selection.mdDecision matrices for compute, database, storage, messagingreferences/best_practices.mdServerless design, cost optimization, security hardening, scalability
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: alirezarezvani
- Version: 2.1.1
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-30T07:57:20.345Z
- Expires at: 2026-05-07T07:57:20.345Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/aws-solution-architect)
- [Send to Agent page](https://openagent3.xyz/skills/aws-solution-architect/agent)
- [JSON manifest](https://openagent3.xyz/skills/aws-solution-architect/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/aws-solution-architect/agent.md)
- [Download page](https://openagent3.xyz/downloads/aws-solution-architect)