aws-samples

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Generates production-ready agentic AI implementations with AWS best practices.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Specialized agent for selecting optimal agentic AI frameworks (LangGraph, CrewAI, Strands).

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Specialized agent for identifying optimal agentic AI patterns based on AWS prescriptive guidance.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Guides AWS development with infrastructure automation and cloud architecture patterns. Use when designing or refactoring cloud-native applications on AWS, automating environment provisioning with Terraform/CDK/CloudFormation, setting up secure CI/CD pipelines, evaluating service choices for cost/scalability/fault…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Infrastructure as Code best practices with Terraform, Ansible, Pulumi, and CloudFormation. Use when bootstrapping cloud environments, managing remote state backends, recovering from state issues, automating CI/CD pipelines for infrastructure, modularizing infrastructure for reuse, enforcing drift detection, or…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Comprehensive AWS infrastructure management with Terraform. Covers provider configuration, state management (S3 backend with native locking in Terraform 1.11+), common resource patterns (VPC, IAM, S3, RDS, EKS), module usage, and production best practices. Use when provisioning AWS infrastructure, managing Terraform…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Use when working with Terraform or OpenTofu - creating modules, writing tests (native test framework, Terratest), setting up CI/CD pipelines, reviewing configurations, choosing between testing approaches, debugging state issues, implementing security scanning (trivy, checkov), or making infrastructure-as-code…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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MCP server "aws-knowledge-mcp-server", hosted remotely at knowledge-mcp.global.api.aws, as configured in aws-samples/sample-ramp-aidlc-mod-starter-packs.

aws-samples/sample-ramp-aidlc-mod-starter-packs

Instructions file GitHub Copilot ✓ vendor

Copilot instructions for aws-samples/sample-ramp-aidlc-mod-starter-packs, covering decision-driven document generation, 🚨 critical enforcement - read first, quick reference, session state & audit and core principles.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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APPLIES TO: Creating or updating requirements.md, design.md, or tasks.md files DOES NOT APPLY TO: General coding, debugging, file editing, or conversational queries.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Gateway, REST API, HTTP API, WebSocket API, custom domain, Lambda authorizer, usage plan, throttling, CORS, VPC link, private API. Also covers troubleshooting API Gateway errors (4xx, 5xx, timeout, CORS…

aws-samples/sample-ramp-aidlc-mod-starter-packs

Instructions file GitHub Copilot ✓ vendor

Phase 0 reverse-engineering playbook — use when existing or brownfield source code is present, or when modernizing, migrating, extending, or reverse-engineering an existing system.

aws-samples/sample-ramp-aidlc-mod-starter-packs

Instructions file GitHub Copilot ✓ vendor

Instructions for aws-samples/sample-ramp-aidlc-mod-starter-packs, covering mandatory skill, tooling & mcp activation, 🧠 api gateway skill, 🏗️ terraform tooling, 📚 aws knowledge mcp and activation checklist.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Purpose: Analyze an existing codebase and generate comprehensive design artifacts that inform downstream modernization, feature, or migration work.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Activate the relevant skill or tooling BEFORE generating any decision file, spec document, or code. Each activation only lasts for the current session — re-activate at the start of every new session when the topic is relevant.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Trigger for Aurora MySQL cluster operations, ACU sizing, I/O-Optimized storage, commitment pricing, or MySQL upgrade planning. Aurora MySQL uses full (VPC-based)…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). Trigger for Aurora PostgreSQL cluster operations, express-configuration quick-start, ACU sizing, I/O-Optimized storage…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on serverless distributed SQL. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL migration, DDL, query plans, and SAFE SQL CONSTRUCTION …

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Author, validate, and troubleshoot AWS CloudFormation templates. Covers template authoring with secure defaults, pre-deployment validation (cfn-lint, cfn-guard, change sets), and root-cause diagnosis of failed stacks using CloudFormation events and CloudTrail correlation.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits, Organizations quirks, and SAML/MFA specifics. Also provides structured workflows for IAM role management and least-privilege policy generation. Covers condition operator…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to Application Signals using ADOT auto-instrumentation SDKs. Covers Log Insights queries, alarms…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Creates a complete Amazon Aurora database cluster with instances, handling cluster creation, instance provisioning, and Secrets Manager password management in the proper sequence. Use when setting up new Aurora MySQL or PostgreSQL clusters with production-ready configuration.

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Adds OpenTelemetry instrumentation to a containerized .NET application and configures AWS Distro for OpenTelemetry (ADOT) as an ECS sidecar container. Updates existing IaC to include the ADOT collector in the task definition with proper IAM permissions. NOT for non-containerized apps or apps without existing ECS…

aws-samples/sample-ramp-aidlc-mod-starter-packs

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Externalizes ASP.NET Core session state to Amazon ElastiCache (Valkey or Redis). Modifies the application to use a distributed cache for session storage, optionally generates IaC (CloudFormation or CDK) to provision a new ElastiCache cluster, and produces a summary guide. NOT for output caching, response caching, or…