AI-DLC for Modernization Starter Packs is a collection of reusable project templates for applying an AI-driven development lifecycle to application modernization work. Each pack gives teams structured instructions, skills, and agent-tool configurations for use with several coding agents. The catalogue entries are components and tool registrations included in these packs.
This repository also configures its own agents. See what sample-ramp-aidlc-mod-starter-packs tells them →
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Use when someone is deploying, releasing, or shipping software to Amazon ECS — phrased as "blue/green deployment on ECS", "canary deployment for my ECS service", "set up CI/CD for ECS", "GitHub Actions deploy to Fargate", "my ECS deployment is stuck", "ECS deployment circuit breaker", "ECS task sets", or "migrate off…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Advise on Amazon ECS observability architecture — select the logs/metrics/traces stack (CloudWatch, Container Insights, X-Ray, ADOT/OpenTelemetry, Managed Prometheus/Grafana, FireLens to third-party) by compliance needs, existing tooling, scale, budget, and launch types (EC2, Fargate, Managed Instances, ECS Anywhere).…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Run a structured Amazon ECS operational-excellence assessment against a live estate (Fargate/EC2/Managed Instances/ECS Anywhere) and score it GREEN/AMBER/RED. Skip for EKS/Kubernetes (use eks-operation-review). Covers 8 domains — clusters & capacity, networking, task definitions, services & deployment safety (circuit…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
ECS environment reconnaissance and discovery. Detects compute and capacity providers, task definitions, deployment configuration, auto scaling, networking, security posture, observability, and IaC/CI-CD tooling. Use when someone asks about their ECS environment, wants to describe a cluster, inspect a service, or…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Security and compliance guidance for Amazon ECS — "ECS was unable to assume the role", task role vs execution role, iam:PassRole, confused-deputy aws:SourceArn trust, Fargate vs EC2 shared responsibility, injecting Secrets Manager/SSM secrets (trailing-colon JSON-key gotcha), readonlyRootFilesystem / non-root / drop…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns. Always use when writing CDK constructs, bootstrapping environments, running cdk deploy/synth/diff, fixing CDK or CloudFormation errors, planning stack…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Deploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies, ECS Exec debugging, service scaling, deployment strategies, load balancer integration, and logging configuration. Use when deploying, debugging, or optimizing…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. Covers the critical replay model, step operations, wait/callback patterns, error handling with saga pattern, testing with…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Design, build, deploy, test, and debug serverless applications with AWS Lambda. Triggers on phrases like: Lambda function, event source, serverless application, API Gateway, EventBridge, Step Functions, serverless API, event-driven architecture, Lambda trigger. For deploying non-serverless apps to AWS, use…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Gets AWS credentials for CLI/SDK access via aws login. Activates when a developer needs to authenticate to AWS for local development, when an AWS operation fails due to missing or expired credentials, or when someone asks about setting up AWS access. Triggers: "set up AWS", "configure AWS", "aws login", "get…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Use when upgrading a Java service to the latest Java LTS (target newest — e.g. Java 25; fall back to 21/17 only if a dependency blocks it), performing the associated framework upgrade (Spring Boot 2→3, javax→jakarta), and containerising the result for ECS/EKS. Covers upgrade tooling (OpenRewrite, jdeps, jdeprscan…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Use when planning or writing a behaviour-first regression safety net BEFORE a major change — a Java/JDK version upgrade, a framework migration (e.g. Spring Boot 2→3, AngularJS→React), a runtime change, or a large refactor. Prioritises tests that validate observable external behaviour (API contracts, E2E flows, pure…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Use when designing, choosing tools for, or writing automated tests for web applications — E2E and UI tests, visual regression, web accessibility (axe-core), API testing inside browser flows, flaky-test debugging, page object model, and CI integration. Playwright-first, with Cypress and Selenium guidance and migration…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Guidance for building modern, maintainable, accessible Android apps. Use when designing UI, structuring app modules, or reviewing Jetpack Compose code.
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Guidance for serverless backend infrastructure (Lambda, Step Functions, API Gateway, S3, DynamoDB, Cognito, Textract, Bedrock). Use when designing or reviewing serverless systems.
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Conventions for clean, idiomatic, safe Kotlin. Use when writing or reviewing Kotlin code.
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
How to think about and write correctness properties and property-based tests. Use when defining properties in design docs or implementing property tests.
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Guidance for writing clean, maintainable, secure Terraform (HCL). Use when authoring or reviewing Infrastructure as Code with Terraform.
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Use when designing, choosing tools for, or writing automated tests for mobile apps — native iOS, native Android, React Native, and Flutter. Covers Appium, Maestro, Detox, Espresso, XCUITest, emulator/simulator vs real device strategy, device farms (AWS Device Farm, BrowserStack, Sauce Labs), gestures, deep links…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Designs, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns, chooses partition/sort keys and GSIs, decides single-table vs. multi-table, configures Streams, Global Tables, TTL, and zero-ETL integrations to OpenSearch/Redshift/SageMaker Lakehouse, and produces a defensible…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Domain architecture guidance for event-driven financial-services systems on AWS — real-time market-data pipelines, stream processing, alert/subscription matching, multi-channel notification delivery, idempotency, and event-driven CDK stack design. Triggers on phrases like: event-driven architecture for FSI, market…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Guides general use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amazon Data Firehose, Amazon Managed Service for Apache Flink, and Amazon Managed Streaming for Apache Kafka (MSK). Use when reasoning about messaging and streaming…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Use when authoring automated tests for .NET / C# code — unit tests, integration tests, mocking collaborators, and code coverage. Covers choosing a framework, structuring test projects, writing focused tests that map to requirements, and gating merges to keep trunk green. Triggers on .NET test, C# test, xUnit, NUnit…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: