aws-samples

@aws-samples source repo

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Vulnerability Triage · aws-samples bundle
Parse, normalize, group, and prioritize security findings from GitLab vulnerability reports (JSON), and produce evidence-backed dispositions (fix vs. justified false positive). Triggers on phrases like: vulnerability report, gl-dependency-scanning-report.json, gl-sast-report.json, GitLab security report, CVE, CVSS, EPSS, KEV, triage findings, group vulnerabilities, deduplicate findings, false positive, is this exploitable, reachability, severity, prioritize remediation. Use whenever a GitLab (or GitLab-schema) security report is being analyzed, even if the user just pastes a JSON report or asks 'which of these do we actually need to fix?'

5 installs
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Dotnet AWS Parameterstore · aws-samples bundle
Enhances a .NET application to externalize configuration into AWS Systems Manager Parameter Store and/or AWS Secrets Manager. Migrates hardcoded values (DB connection strings, API URLs, account IDs, feature flags) from appsettings.json or code into SSM parameters and Secrets Manager secrets, wires the app to resolve them at runtime via a helper class, and produces a summary guide with next steps. NOT for AppConfig feature-flag rollouts, Lambda-only apps, or greenfield apps that already use Parameter Store.

7 installs
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Property Based Testing Guide · aws-samples
How to think about and write correctness properties and property-based tests. Use when defining properties in design docs or implementing property tests.

6 installs
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Dependency Remediation · aws-samples bundle
Remediate security vulnerabilities in Node.js/npm projects — map a CVE to the offending package and fixed version, choose between a direct bump, a transitive-dependency override, or a code change, assess semver/breaking-change risk, update the lockfile, and verify the fix didn't break anything. Triggers on phrases like: fix vulnerability, upgrade dependency, npm audit, npm audit fix, package-lock.json, transitive dependency, overrides, resolutions, semver, breaking change, bump version, remediate CVE, patch dependency, yarn/pnpm audit, node_modules. Use whenever remediating a triaged Node.js dependency or code-level finding, even if the user just says 'fix these vulnerable packages' or 'bump lodash'.

4 installs
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Android Design Best Practices · aws-samples
Guidance for building modern, maintainable, accessible Android apps. Use when designing UI, structuring app modules, or reviewing Jetpack Compose code.

5 installs
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AWS Serverless Best Practices · aws-samples
Guidance for serverless backend infrastructure (Lambda, Step Functions, API Gateway, S3, DynamoDB, Cognito, Textract, Bedrock). Use when designing or reviewing serverless systems.

6 installs
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Code Generator · aws-samples bundle
Generates production-ready agentic AI implementations with AWS best practices

5 installs
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Dotnet Aspnet Sessionstate AWS · aws-samples bundle
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 applications that don't use ASP.NET session state.

5 installs
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Agent Optimizer · aws-samples
Specialized agent for optimizing existing agentic AI systems based on Amazon's production lessons and AWS best practices

5 installs
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Pattern Advisor · aws-samples
Specialized agent for identifying optimal agentic AI patterns based on AWS prescriptive guidance

7 installs
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Framework Selector · aws-samples
Specialized agent for selecting optimal agentic AI frameworks (LangGraph, CrewAI, Strands)

7 installs
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Iac · aws-samples
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 performing risk assessments before applying changes.

5 installs
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AWS Skills · aws-samples
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 tolerance, or preparing production runbooks and observability.

4 installs
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Terraform AWS · aws-samples
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 state, creating VPCs, configuring IAM roles/policies, deploying databases, or troubleshooting Terraform/AWS issues.

6 installs
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AWS Lambda · aws-samples bundle
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 deploy-on-aws plugin instead.

4 installs
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Agentic Optimizer · aws-samples bundle
Guides users to build optimal agentic AI workflows OR optimize existing agents. Analyzes use cases, recommends patterns, selects frameworks (LangGraph, CrewAI, Strands), generates production-ready code, and optimizes existing implementations based on Amazon's production lessons.

4 installs
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API Gateway · aws-samples bundle
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 failures) and IaC templates containing API Gateway resources. For general REST API design unrelated to AWS, do not trigger.

5 installs
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Ecs Build · aws-samples bundle
Use when building Amazon ECS infrastructure with Terraform, generating apply-ready code for ECS clusters, services, and task definitions across three capacity models — Fargate (FARGATE_SPOT as capacity provider), EC2 Auto Scaling group providers, and ECS Managed Instances. Covers rolling/blue-green/linear/canary deployment config, Express services, Service Connect, private/VPC-endpoint-only networking, secrets, and Graviton. Also use when (1) wiring a Managed Instances capacity provider and its infrastructure IAM role, (2) mixing FARGATE and FARGATE_SPOT in a strategy, (3) rendering the Terraform deployment configuration for a blue/green, linear, or canary strategy, (4) generating VPC endpoints for private or air-gapped ECS, (5) configuring Application Auto Scaling, or (6) rendering the migration of a service from launch type to capacity providers. Skip for EKS/Kubernetes builds (use eks-build), design and launch-type selection (use ecs-architect), CI/CD pipelines and release strategy (use ecs-devops).

7 installs
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Privatelink Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS PrivateLink and VPC Interface Endpoint problems by analyzing endpoint creation, DNS resolution, endpoint status, endpoint service configuration, NLB requirements, connection acceptance, connectivity failures, security groups, cross-AZ issues, private DNS, split-horizon DNS, cross-account access, endpoint policies, throughput, latency, and following structured runbooks. Activate when: endpoint creation failures, DNS not resolving, endpoint stuck in pending, endpoint service creation issues, NLB not associated, connection acceptance problems, connectivity failures through endpoints, security group blocking traffic, cross-AZ data transfer concerns, private DNS not working, split-horizon DNS issues, cross-account endpoint access denied, endpoint policy errors, throughput limitations, latency through endpoints, or the user says something is wrong with PrivateLink without naming specific symptoms.

6 installs
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Rds Mariadb Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon RDS for MariaDB problems by analyzing instance configurations, performance metrics, connectivity, parameter groups, and following structured runbooks. Activate when: launch failures, performance issues, connectivity failures, parameter group tuning, replication lag, backup/PITR, storage issues, MariaDB-specific features, encryption, upgrades, or the user says something is wrong with RDS MariaDB.

4 installs
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Rekognition Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Rekognition problems by analyzing image analysis, video analysis, face detection, face collections, custom labels, content moderation, streaming video, text detection, celebrity recognition, PPE detection, and following structured runbooks. Activate when: image analysis errors, video analysis failures, face detection issues, collection management problems, custom labels training failures, content moderation inaccuracies, streaming processor errors, or the user says something is wrong with Rekognition without naming specific symptoms.

5 installs
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Securityhub Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Security Hub problems by analyzing security standards, findings, controls, integrations, multi-account aggregation, automation, and following structured runbooks. Activate when: CIS benchmark failures, PCI DSS compliance issues, NIST 800-53 control failures, finding aggregation problems, ASFF format errors, finding workflow issues, control evaluation failures, disabled controls, custom control problems, GuardDuty integration gaps, Config integration issues, third-party integration failures, cross-account aggregation problems, delegated administrator setup, custom action errors, automated remediation failures, cross-region aggregation issues, finding replication problems, compliance scoring gaps, reporting issues, or the user says something is wrong with Security Hub without naming specific symptoms.

4 installs
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Supplychain Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Supply Chain problems by analyzing instance creation, data integration, demand planning, supply planning, inventory visibility, connectors, and S3 integration using structured runbooks. Activate when: instance creation failures, data integration errors, demand planning issues, supply planning problems, inventory visibility failures, connector errors, S3 integration issues, or the user says something is wrong with Supply Chain.

5 installs
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Appdiscovery Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Application Discovery Service problems by analyzing agent deployment, agentless discovery, data collection, export, dependency mapping, and Athena integration using structured runbooks. Activate when: agent deployment failures, agentless collector issues, data collection problems, export failures, dependency mapping errors, Athena query issues, or the user says something is wrong with Application Discovery Service without naming specific symptoms.

4 installs
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Auditmanager Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Audit Manager problems by analyzing assessment creation, frameworks, controls, evidence collection, delegation, reports, custom frameworks, and following structured runbooks. Activate when: assessment creation failures, framework issues, control evaluation errors, evidence collection problems, delegation failures, report generation errors, custom framework issues, or the user says something is wrong with Audit Manager.

3 installs
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Bottlerocket Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Bottlerocket OS problems by analyzing AMI launches, OS updates, ECS/EKS agent issues, admin/control container access, networking, storage, settings API, bootstrap, security hardening, and following structured runbooks. Activate when: AMI launch failures, update failures, ECS agent issues, kubelet problems, admin container access, control container issues, networking misconfigurations, storage errors, settings API failures, bootstrap problems, security hardening questions, or the user says something is wrong with Bottlerocket.

7 installs
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Codeartifact Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS CodeArtifact problems by analyzing repository configuration, authentication, package management, and following structured runbooks. Activate when: Repository creation failures, upstream connection issues, auth token problems, domain permission errors, npm/pip/Maven package issues, package publishing failures, version conflicts, domain configuration errors, cross-account access, CI/CD integration problems, build tool configuration issues, or the user says something is wrong with CodeArtifact without naming specific symptoms.

5 installs
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Codecatalyst Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon CodeCatalyst problems by analyzing space creation, project configuration, workflow failures, action errors, dev environment issues, IDE connectivity, source repositories, pull requests, deployments, environment configuration, AWS connections, IAM roles, blueprints, and following structured runbooks. Activate when: space creation failures, project issues, workflow errors, action failures, dev environment problems, IDE connectivity issues, repository errors, pull request problems, deployment failures, environment configuration issues, AWS connection errors, IAM role problems, blueprint errors, or the user says something is wrong with CodeCatalyst.

9 installs
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Costexplorer Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Cost Explorer and Budgets problems by analyzing unexpected costs, cost allocation, tagging, budget alerts, forecast accuracy, budget actions, anomaly detection, savings recommendations, CUR reports, and organizational billing following structured runbooks. Activate when: unexpected cost spikes, cost allocation issues, untagged resources, budget alerts not firing, forecast inaccuracy, budget action failures, anomaly detection problems, false positive anomalies, RI/SP recommendation issues, utilization tracking, CUR setup problems, report delivery failures, linked account cost visibility, consolidated billing issues, or the user says something is wrong with Cost Explorer or Budgets without naming specific symptoms.

5 installs
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Dataexchange Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Data Exchange problems by analyzing dataset creation, revision publishing, subscriptions, entitlements, S3 exports, API assets, Redshift query access, Lake Formation access, provider configuration, subscriber management, event notifications, and following structured runbooks. Activate when: dataset creation failures, revision publishing errors, subscription issues, entitlement problems, export failures, API asset errors, or the user says something is wrong with Data Exchange.

6 installs
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Ecs Anywhere Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot ECS Anywhere problems by analyzing external instance registration, SSM agent issues, task placement failures, container runtime errors, networking, service discovery, IAM roles, credential management, monitoring, log collection, capacity providers, and following structured runbooks. Activate when: external instance registration failures, SSM agent issues, task placement errors, container runtime problems, networking issues, service discovery failures, IAM configuration errors, credential problems, monitoring gaps, log collection issues, capacity provider errors, or the user says something is wrong with ECS Anywhere.

4 installs
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Eks Anywhere Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot EKS Anywhere problems by analyzing cluster creation, upgrades, node provisioning, machine health checks, provider issues, networking, packages, GitOps, cluster management, authentication, backup/restore, and following structured runbooks. Activate when: cluster creation failures, upgrade errors, node provisioning issues, vSphere or bare metal problems, Cilium networking issues, load balancer failures, curated package errors, Flux GitOps problems, or the user says something is wrong with EKS Anywhere.

5 installs
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Gluedatabrew Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Glue DataBrew problems by analyzing projects, recipe jobs, profile jobs, datasets, data quality rules, schedules, output formats, S3 permissions, and following structured runbooks. Activate when: project creation failures, recipe job errors, profile job failures, dataset connection issues, data quality rule failures, schedule problems, output format errors, S3 permission denied, or the user says something is wrong with DataBrew without naming specific symptoms.

4 installs
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Iotanalytics Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS IoT Analytics problems by analyzing channels, pipelines, data stores, datasets, SQL queries, container activities, and data retention using structured runbooks. Activate when: channel ingestion failures, pipeline processing errors, data store query issues, dataset computation failures, SQL errors, container activity problems, or the user says something is wrong with IoT Analytics.

5 installs
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Iottwinmaker Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS IoT TwinMaker problems by analyzing workspaces, entities, components, scenes, data connectors, sync jobs, and Grafana integration using structured runbooks. Activate when: workspace creation failures, entity/component errors, scene loading issues, data connector failures, sync job problems, Grafana plugin issues, or the user says something is wrong with IoT TwinMaker.

5 installs
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Mediaconnect Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Elemental MediaConnect problems by analyzing flow creation, source connectivity, output delivery, VPC interfaces, encryption, transport streams, bandwidth, monitoring, maintenance events, multi-region flows, and following structured runbooks. Activate when: flow creation failures, source connectivity issues, output delivery problems, entitlement errors, VPC interface failures, encryption misconfigurations, transport stream errors, bandwidth constraints, monitoring gaps, maintenance events, multi-region flow issues, or the user says something is wrong with MediaConnect.

5 installs
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Mediaconvert Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Elemental MediaConvert problems by analyzing job failures, input/output configurations, queue management, encoding settings, IAM roles, performance, and DRM configurations using structured runbooks. Activate when: job failures, stuck jobs, output errors, input file issues, codec support problems, output format errors, quality settings, queue management, reserved pricing, S3 input/output issues, IAM role problems, encoding speed, parallel job issues, content protection, key management, or the user says something is wrong with MediaConvert without naming specific symptoms.

5 installs
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Mediapackage Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Elemental MediaPackage problems by analyzing channel configuration, origin endpoints, HLS/DASH/CMAF packaging, DRM, CDN authorization, live-to-VOD, and harvest jobs using structured runbooks. Activate when: channel creation failures, origin endpoint errors, HLS/DASH/CMAF packaging issues, DRM configuration problems, CDN auth failures, live-to-VOD issues, harvest job failures, or the user says something is wrong with MediaPackage without naming specific symptoms.

5 installs
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Migrationhub Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Migration Hub problems by analyzing discovery, assessment, migration tracking, strategy recommendations, refactor spaces, and application grouping using structured runbooks. Activate when: discovery failures, assessment errors, migration tracking issues, strategy recommendation problems, refactor spaces failures, application grouping errors, or the user says something is wrong with Migration Hub without naming specific symptoms.

6 installs
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Securitylake Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Security Lake problems by analyzing lake creation, source configuration, subscriber management, OCSF schema mapping, Athena query integration, cross-account/region setup, rollup regions, custom sources, data retention, and IAM/Lake Formation permissions following structured runbooks. Activate when: lake creation failures, source ingestion issues, subscriber access problems, OCSF normalization errors, Athena query failures, cross-account collection issues, rollup region sync problems, custom source delivery failures, retention policy issues, Lake Formation permission errors, or the user says something is wrong with Security Lake without naming specific symptoms.

5 installs
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Sns Advanced Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot advanced Amazon SNS problems by analyzing delivery failures, SMS sending, mobile push notifications, subscription filtering, FIFO topics, cross-account access, and DLQ configurations using structured runbooks. Activate when: delivery failures, delivery status logging issues, DLQ configuration, SMS sending failures, spending limits, origination numbers, platform application issues, push notification failures, subscription filter policies, attribute-based filtering, FIFO topic issues, deduplication problems, cross-account subscriptions, access policy issues, or the user says something is wrong with SNS without naming specific symptoms.

5 installs
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Vpn Advanced Troubleshooting · aws-samples bundle
Use this skill to investigate and troubleshoot advanced AWS Site-to-Site VPN problems including accelerated VPN, ECMP, certificate-based authentication, private IP VPN, CloudWatch monitoring, log analysis, BGP route propagation, static route failover, tunnel health checks, DPD timeouts, and multi-tunnel load balancing using structured runbooks. Activate when: accelerated VPN issues, ECMP configuration problems, certificate-based auth failures, private IP VPN errors, VPN monitoring gaps, log analysis needs, BGP propagation issues, static route failover failures, tunnel health check problems, DPD timeout issues, multi-tunnel load balancing errors, or the user says something is wrong with Site-to-Site VPN.

4 installs
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Changemanager Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Systems Manager Change Manager problems by analyzing change templates, change requests, approval workflows, runbook execution, scheduling, and following structured runbooks. Activate when: change template errors, change request failures, approval workflow issues, runbook execution problems, scheduling conflicts, or the user says something is wrong with Change Manager.

7 installs
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Cleanrooms Ml Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Clean Rooms ML problems by analyzing training model failures, configured model errors, audience generation issues, lookalike models, collaboration ML config, privacy budgets, seed audiences, output configuration, S3 data access, IAM permissions, differential privacy, and following structured runbooks. Activate when: training model failures, configured model errors, audience generation issues, lookalike model problems, collaboration ML configuration errors, privacy budget exhaustion, seed audience errors, output configuration failures, S3 data access issues, IAM permission errors, differential privacy problems, or the user says something is wrong with Clean Rooms ML.

7 installs
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Control Tower Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Control Tower problems by analyzing landing zone state, organizational unit configuration, account provisioning, guardrail compliance, and following structured runbooks. Activate when: landing zone setup or update fails, account provisioning via Account Factory fails, guardrails (controls) fail to enable or show non-compliant, drift is detected on OUs or accounts, Service Catalog provisioned products are stuck, SSO/IAM Identity Center access issues, CloudTrail or Config aggregation is broken, nested OU issues, account enrollment or import fails, customizations pipeline errors, or the user says something is wrong with Control Tower without naming specific symptoms.

6 installs
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Groundstation Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Ground Station problems by analyzing satellite contacts, antenna configuration, data delivery, mission profiles, and ground station locations using structured runbooks. Activate when: contact scheduling failures, antenna configuration errors, data delivery issues, mission profile problems, or the user says something is wrong with Ground Station.

5 installs
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Healthimaging Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS HealthImaging problems by analyzing datastore creation, DICOM import jobs, image set retrieval, copy/deletion operations, access control, encryption, and integration issues using structured runbooks. Activate when: datastore creation failures, import job errors, DICOM validation problems, image set retrieval issues, copy job failures, deletion errors, access control problems, encryption configuration issues, or the user says something is wrong with HealthImaging.

4 installs
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Iot Fleetwise Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS IoT FleetWise problems by analyzing fleet creation, vehicle models, decoder manifests, signal catalogs, campaigns, data collection, vehicle connectivity, edge agent, destinations, and IAM configuration following structured runbooks. Activate when: fleet creation failures, vehicle model errors, decoder manifest issues, signal catalog problems, campaign failures, data collection issues, vehicle connectivity problems, edge agent errors, destination configuration issues, or the user says something is wrong with IoT FleetWise.

4 installs
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Iotgreengrass Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS IoT Greengrass V2 problems by analyzing core device setup, component deployments, Lambda components, MQTT bridge, stream manager, local shadow service, OTA updates, IPC communication, and edge runtime issues using structured runbooks. Activate when: core device provisioning failures, component deployment errors, Lambda component crashes, MQTT bridge connectivity, stream manager export failures, local shadow sync issues, OTA update failures, nucleus errors, or the user says something is wrong with Greengrass without naming specific symptoms.

7 installs
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Lakeformation Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Lake Formation problems by analyzing permission grants, revoke issues, IAM vs LF permissions, data location registration, S3 path issues, database and table permissions, column-level security, cross-account sharing, RAM integration, governed tables, transactions, compaction, blueprint failures, workflow issues, Athena/Redshift/EMR access, Glue integration, data filters, tag-based access control, and following structured runbooks. Activate when: grant failures, revoke issues, IAM-LF permission conflicts, data location registration errors, S3 path problems, catalog permission issues, column-level security not working, cross-account sharing failures, governed table transaction errors, blueprint failures, query access denied from analytics services, data filter issues, or the user says something is wrong with Lake Formation without naming specific symptoms.

7 installs
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Managed Flink Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Managed Service for Apache Flink (formerly Kinesis Data Analytics) problems by analyzing application creation, startup, Flink job failures, checkpointing, source/sink connectors, scaling, parallelism, state management, watermarks, VPC connectivity, IAM permissions, Studio notebooks, and following structured runbooks. Activate when: application creation failures, start errors, Flink job failures, checkpoint issues, connector errors, scaling problems, state management issues, watermark problems, VPC connectivity failures, IAM errors, Studio notebook issues, or the user says something is wrong with Managed Flink or Kinesis Data Analytics.

6 installs
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Organizations Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Organizations problems by analyzing account management, SCPs, OU structure, delegated administration, billing, organization policies, service access, and following structured runbooks. Activate when: account creation failures, account closure issues, account suspension, SCP evaluation problems, SCP conflicts, SCP inheritance confusion, OU structure issues, OU limits, delegated administrator setup, trusted access problems, consolidated billing issues, cost allocation, tag policies, AI opt-out policies, backup policies, service integration failures, feature enablement, account migration, organization restructuring, or the user says something is wrong with AWS Organizations without naming specific symptoms.

5 installs
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Rds Sqlserver Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon RDS for SQL Server problems by analyzing instance configurations, performance metrics, connectivity, parameter groups, and following structured runbooks. Activate when: launch failures, instance class issues, storage problems, high CPU or SQL Server wait statistics, memory pressure, I/O bottlenecks, tempdb contention, connection failures, Windows Authentication/Kerberos issues, SSL/TLS problems, parameter group issues, SQL Server configuration, max memory/workers tuning, native backup to S3, snapshot restore, point-in-time recovery, read replica issues, Multi-AZ failover, native backup restore migration, DMS issues, collation problems, TDE encryption, SQL Server audit, login/user issues, version upgrades, patching, or the user says something is wrong with RDS SQL Server without naming specific symptoms.

4 installs
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Resiliencehub Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Resilience Hub problems by analyzing application creation, resiliency policies, assessments, recommendations, drift detection, SOP generation, and following structured runbooks. Activate when: application import failures, policy configuration errors, assessment failures, recommendation issues, drift detection problems, SOP generation errors, or the user says something is wrong with Resilience Hub without naming specific symptoms.

6 installs
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Servicequotas Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Service Quotas problems by analyzing quota lookups, quota increase requests, applied vs default quotas, CloudWatch quota alarms, utilization monitoring, organization quotas, quota templates, common service-specific quota issues (EC2, Lambda, VPC), quota request automation, and the Service Quotas API. Activate when: hitting service limits, quota increase request issues, quota alarm configuration, utilization monitoring, organization-wide quota management, EC2 instance limits, Lambda concurrency limits, VPC resource limits, automated quota management, or the user says something is wrong with service quotas without naming specific symptoms.

6 installs
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Stepfunctions Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Step Functions problems by analyzing execution failures, input/output processing, error handling, service integrations, Map state issues, Express workflow logging, callback patterns, performance bottlenecks, and deployment errors. Activate when: execution failures or timeouts, task state errors, permission denied on service calls, input/output path processing issues, payload size exceeded, Catch/Retry not working as expected, Lambda/ECS/DynamoDB/API Gateway integration failures, Map state concurrency or item processing problems, distributed Map issues, Express workflow logging gaps, synchronous vs asynchronous Express invocation confusion, task token callback failures, heartbeat timeouts, execution history event limit, throttling, state machine definition errors, version/alias deployment issues, or the user says something is wrong with Step Functions without naming specific symptoms.

4 installs
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Accessanalyzer Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot IAM Access Analyzer problems by analyzing analyzer creation, findings, external access, unused access, policy validation, policy generation, archive rules, and following structured runbooks. Activate when: analyzer creation failures, finding issues, external access detection problems, unused access analysis errors, policy validation failures, policy generation issues, archive rule problems, or the user says something is wrong with Access Analyzer.

5 installs
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Backup Gateway Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Backup Gateway problems by analyzing gateway deployment, connectivity, hypervisor connections, vCenter authentication, VM discovery, VM backups, restores, bandwidth throttling, network configuration, and gateway maintenance. Activate when: gateway deployment failures, connectivity issues, hypervisor errors, VM backup failures, restore problems, performance issues, or the user says something is wrong with Backup Gateway.

5 installs
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Cloudformation Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS CloudFormation and CDK problems by analyzing stack events, template errors, drift state, resource failures, and following structured runbooks. Activate when: CREATE_FAILED, UPDATE_FAILED, DELETE_FAILED, UPDATE_ROLLBACK_FAILED, template syntax errors, circular dependencies, parameter issues, resource creation failures, dependency failures, resource timeouts, resource already exists, drift detection, drift remediation, resource import, nested stack failures, output reference errors, custom resource Lambda failures, custom resource timeouts, cleanup on delete failures, StackSet operation failures, StackSet instance failures, StackSet deployment timeouts, change set failures, replacement detection, CDK synth errors, CDK deploy failures, CDK bootstrap issues, or the user says something is wrong with CloudFormation or CDK without naming specific symptoms.

4 installs
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Controlcatalog Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Control Catalog problems by analyzing control listing, control details, objective mapping, common controls, regional availability, API usage, and following structured runbooks. Activate when: control listing failures, control detail retrieval errors, objective mapping issues, common control problems, regional availability questions, API usage errors, or the user says something is wrong with Control Catalog.

5 installs
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Deadline Cloud Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Deadline Cloud problems by analyzing farm creation, fleet configuration, queues, job submission, worker agents, worker hosts, storage profiles, job attachments, budgets, license endpoints, monitors, identity management, custom job templates, and following structured runbooks. Activate when: farm creation failures, fleet configuration issues, queue problems, job submission errors, worker agent failures, worker host issues, storage profile errors, job attachment problems, budget configuration issues, license endpoint errors, monitor configuration failures, identity management problems, custom job template errors, or the user says something is wrong with Deadline Cloud.

4 installs
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Edge Functions Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot CloudFront Functions and Lambda@Edge problems by analyzing function creation, deployment, replication, viewer/origin request/response errors, timeouts, memory limits, testing, logging, cache behavior association, and following structured runbooks. Activate when: CloudFront Function creation failures, publish errors, Lambda@Edge deployment issues, replication delays, viewer/origin event errors, timeout or memory issues, testing failures, logging problems, cache behavior association errors, or the user says something is wrong with edge functions.

4 installs
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Elemental Link Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Elemental Link problems by analyzing device registration, connectivity, input configuration, video quality, network settings, HDMI/SDI inputs, MediaLive integration, firmware updates, monitoring, multi-device management, and following structured runbooks. Activate when: device registration failures, connectivity issues, input configuration errors, video quality degradation, network problems, HDMI/SDI input errors, MediaLive integration failures, channel attachment issues, firmware update problems, device monitoring gaps, multi-device management issues, or the user says something is wrong with Elemental Link.

5 installs
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Lookout Vision Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Lookout for Vision problems by analyzing project creation, dataset imports, model training, model evaluation, inference errors, edge deployment, image quality, labeling errors, S3 permissions, model packaging, Greengrass integration, and following structured runbooks. Activate when: project creation failures, dataset import errors, model training failures, model evaluation issues, inference errors, edge deployment failures, image quality issues, labeling errors, S3 permission problems, model packaging errors, Greengrass integration issues, or the user says something is wrong with Lookout for Vision.

5 installs
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Nitro Enclaves Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Nitro Enclaves problems by analyzing enclave creation, image builds, startup errors, vsock communication, KMS integration, attestation, resource allocation, ACM integration, cryptographic attestation, and parent instance issues following structured runbooks. Activate when: enclave creation failures, image build errors, enclave start problems, vsock communication issues, KMS integration failures, attestation errors, memory or CPU allocation issues, ACM integration problems, or the user says something is wrong with Nitro Enclaves.

7 installs
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Rds Postgresql Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon RDS for PostgreSQL problems by analyzing instance configurations, performance metrics, connectivity, parameter groups, and following structured runbooks. Activate when: launch failures, vacuum/bloat issues, connection pooling, pg_stat analysis, connectivity failures, parameter group tuning, replication lag, logical replication, backup/PITR, extensions, RDS Proxy, encryption, upgrades, or the user says something is wrong with RDS PostgreSQL.

5 installs
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Servicecatalog Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Service Catalog problems by analyzing portfolio management, product provisioning, constraints, provisioned products, governance, organization sharing, and following structured runbooks. Activate when: portfolio creation failures, product provisioning errors, launch constraint issues, template constraint problems, provisioned product failures, update errors, tag option issues, budget integration problems, organization sharing failures, StackSet constraint errors, Terraform product issues, or the user says something is wrong with Service Catalog.

6 installs
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Ssm Automation Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Systems Manager Automation problems by analyzing automation execution failures, step errors, document creation, versioning, approval workflows, rate control, cross-account automation, multi-region execution, change calendar integration, maintenance windows, custom actions, output parameters, and service roles. Activate when: automation execution failures, step execution errors, document creation issues, approval workflow failures, rate control problems, cross-account automation errors, multi-region execution issues, change calendar blocks, maintenance window automation failures, custom action errors, output parameter issues, service role problems, or the user says something is wrong with SSM Automation.

4 installs
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Storagegateway Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Storage Gateway problems by analyzing gateway deployment, file gateway shares, volume gateway issues, tape gateway operations, cache performance, networking, backup/recovery, security, and following structured runbooks. Activate when: gateway deployment failures, gateway offline, activation issues, file share problems, NFS/SMB share errors, cache refresh failures, volume gateway issues, cached vs stored volume problems, tape gateway failures, virtual tape issues, cache performance degradation, upload bandwidth problems, connectivity failures, firewall port issues, snapshot failures, recovery problems, AD integration errors, encryption issues, or the user says something is wrong with Storage Gateway without naming specific symptoms.

6 installs
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Transitgateway Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Transit Gateway (TGW) problems by analyzing TGW creation, route table configuration, attachment failures, VPC attachment issues, subnet routing, cross-AZ connectivity, inter-region peering, peering route propagation, VPN attachments, BGP over TGW, Direct Connect gateway attachments, transit VIF configuration, route propagation, blackhole routes, route table associations, multicast domains, group membership, and following structured runbooks. Activate when: TGW creation failures, route table issues, attachment failures, VPC attachment problems, subnet routing errors, cross-AZ connectivity issues, inter-region peering failures, peering route propagation not working, VPN attachment errors, BGP session failures over TGW, DX gateway attachment issues, transit VIF problems, route propagation failures, blackhole routes blocking traffic, route table association errors, multicast domain issues, multicast group membership problems, or the user says something is wrong w

4 installs
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Trustedadvisor Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Trusted Advisor problems by analyzing check failures, stale results, refresh issues, category-specific recommendations, priority settings, EventBridge integration, organizational view, support plan requirements, and API access following structured runbooks. Activate when: check failures, stale check results, refresh not working, cost optimization checks, security check findings, performance recommendations, priority recommendation issues, risk level configuration, EventBridge integration problems, organizational view setup, support plan access limitations, API access errors, or the user says something is wrong with Trusted Advisor without naming specific symptoms.

6 installs
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Verifiedaccess Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Verified Access problems by analyzing instance configuration, group policies, endpoint connectivity, trust providers, Cedar policy language, logging, networking, and following structured runbooks. Activate when: instance creation failures, trust provider configuration errors, group policy evaluation issues, endpoint creation failures, DNS resolution problems, endpoint connectivity issues, identity trust provider errors, device trust provider problems, Cedar policy syntax errors, policy debugging difficulties, access log analysis, CloudWatch integration issues, VPC configuration problems, security group errors, or the user says something is wrong with Verified Access without naming specific symptoms.

7 installs
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Workspaces Web Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon WorkSpaces Web (WorkSpaces Secure Browser) problems by analyzing portal creation, configuration, browser sessions, connectivity, identity provider setup, SAML authentication, network settings, VPC configuration, browser policies, user access logging, IP access settings, and following structured runbooks. Activate when: portal creation failures, browser session errors, IdP configuration issues, SAML authentication failures, network problems, browser policy issues, user access logging gaps, IP access restrictions, or the user says something is wrong with WorkSpaces Web.

6 installs
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Budgets Actions Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Budgets Actions problems by analyzing budget creation, alert configuration, action execution, IAM policy actions, SCP actions, EC2/RDS instance actions, approval workflows, threshold configuration, notifications, and organization budgets, following structured runbooks. Activate when: budget creation failures, alert configuration issues, action execution failures, IAM policy action errors, SCP action failures, EC2 instance action errors, RDS instance action errors, approval workflow issues, threshold configuration, notification failures, organization budgets, or the user says something is wrong with Budgets Actions.

7 installs
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Firewallmanager Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Firewall Manager problems by analyzing policy creation, policy compliance, auto-remediation, WAF policy issues, rule group management, Shield Advanced policy, DDoS protection, security group policies, audit policies, Network Firewall policy deployment, organization admin accounts, member compliance, DNS Firewall policies, domain lists, and following structured runbooks. Activate when: policy creation failures, non-compliant resources, auto-remediation not working, WAF rule group errors, Shield Advanced policy issues, DDoS protection gaps, security group policy violations, audit policy findings, Network Firewall deployment failures, admin account configuration issues, member account compliance problems, DNS Firewall policy errors, domain list issues, or the user says something is wrong with Firewall Manager without naming specific symptoms.

5 installs
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Healthdashboard Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Health Dashboard problems by analyzing event interpretation, affected resources, scheduled changes, EventBridge integration, notification setup, organizational health, delegated administration, Health API usage, event filtering, incident response, and maintenance planning following structured runbooks. Activate when: event interpretation confusion, affected resource identification, scheduled maintenance planning, EventBridge integration issues, notification delivery failures, organizational health view problems, delegated admin setup, Health API errors, event filtering issues, incident response coordination, maintenance window planning, or the user says something is wrong with Health Dashboard without naming specific symptoms.

5 installs
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Incidentmanager Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Systems Manager Incident Manager problems by analyzing response plans, incident workflows, contacts, and following structured runbooks. Activate when: Response plan creation failures, incident creation issues, escalation plan problems, contact channel failures, engagement plan errors, automation runbook failures, manual step issues, timeline event problems, metric integration issues, CloudWatch alarm integration failures, EventBridge rule problems, post-incident analysis errors, action item tracking issues, or the user says something is wrong with Incident Manager without naming specific symptoms.

7 installs
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Internetmonitor Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon CloudWatch Internet Monitor problems by analyzing monitor creation, configuration, health events, availability scores, traffic insights, city-network analysis, CloudFront/VPC integrations, log delivery, threshold configuration, and following structured runbooks. Activate when: monitor creation failures, health event analysis issues, availability score problems, traffic insight errors, integration failures, log delivery issues, threshold configuration problems, or the user says something is wrong with Internet Monitor.

6 installs
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License Manager Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS License Manager problems by analyzing license configurations, rule violations, grants, host resource groups, dedicated hosts, Linux subscriptions, user subscriptions, cross-account sharing, organization settings, automated discovery, and following structured runbooks. Activate when: license configuration errors, rule violations, grant failures, host resource group issues, dedicated host management, Linux subscription discovery, user subscription issues, cross-account sharing, organization settings, automated discovery, or the user says something is wrong with License Manager.

5 installs
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Lookout Metrics Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Lookout for Metrics problems by analyzing detector creation, dataset configuration, data source connectivity, anomaly detection, alerting, and following structured runbooks. Activate when: detector creation failures, activation errors, dataset issues, data source connectivity problems, anomaly detection failures, false positives, alert configuration errors, or the user says something is wrong with Lookout for Metrics.

5 installs
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Network Manager Troubleshooting · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Network Manager and Cloud WAN problems by analyzing global networks, core network policies, attachments, peering, routing, segments, transit gateway registration, VPN attachments, telemetry, and policy versioning using structured runbooks. Activate when: global network creation failures, core network policy errors, attachment failures, peering issues, route analysis errors, segment configuration problems, transit gateway registration issues, VPN attachment failures, telemetry gaps, or the user says something is wrong with Network Manager or Cloud WAN.

5 installs
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Networkfirewall Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Network Firewall problems by analyzing firewall deployment, rule configuration, routing, logging, performance, TLS inspection, and integration issues following structured runbooks. Activate when: firewall creation failures, deployment issues, endpoint problems, stateless rule mismatches, stateful rule errors, rule order conflicts, route table misconfiguration, asymmetric routing, inspection VPC design issues, alert log analysis, flow log problems, throughput degradation, latency issues, TLS inspection failures, certificate management errors, Firewall Manager integration problems, Transit Gateway integration issues, or the user says something is wrong with Network Firewall without naming specific symptoms.

5 installs
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Parallelcluster Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS ParallelCluster problems by analyzing cluster creation, compute fleet, Slurm scheduler, shared storage, networking, job execution, auto-scaling, and security configurations using structured runbooks. Activate when: cluster creation failures, update issues, deletion problems, compute fleet errors, Slurm scheduler issues, shared storage (EFS/FSx) problems, scratch storage failures, VPC configuration issues, multi-AZ problems, job submission errors, job failures, auto-scaling issues, capacity problems, IAM permission errors, SSH access issues, or the user says something is wrong with ParallelCluster without naming specific symptoms.

6 installs
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S3 Objectlambda Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot S3 Object Lambda problems by analyzing access point creation, configuration, Lambda invocation errors, transformation failures, permission issues, performance problems, range/HEAD requests, CloudFront integration, and following structured runbooks. Activate when: Object Lambda access point creation failures, Lambda invocation errors, transformation failures, permission errors, timeout issues, range GET problems, HEAD object issues, CloudFront integration problems, or the user says something is wrong with S3 Object Lambda.

4 installs
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Ssm Distributor Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Systems Manager Distributor problems by analyzing package creation, version management, installation failures, association execution, cross-platform packaging, S3 storage, IAM permissions, and following structured runbooks. Activate when: package creation failures, version errors, installation issues, uninstallation problems, association execution failures, scheduling issues, cross-platform package errors, custom package problems, S3 storage issues, IAM permission errors, third-party package failures, or the user says something is wrong with SSM Distributor.

7 installs
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Transfer Family Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Transfer Family problems by analyzing server configurations, authentication settings, storage backends, directory mappings, connectivity, and following structured runbooks. Activate when: server creation failures, endpoint configuration issues, protocol misconfiguration, service-managed auth failures, custom IdP errors, SSH key problems, connection failures, firewall/NAT issues, passive FTP problems, S3 backend errors, EFS backend errors, directory mapping issues, home directory configuration, throughput limits, large file transfer failures, host key management, encryption in transit, managed workflow failures, post-upload processing errors, or the user says something is wrong with Transfer Family without naming specific symptoms.

6 installs
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Wellarchitected Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Well-Architected Tool problems by analyzing workload reviews, lens selection, improvement plans, milestones, custom lenses, sharing, and following structured runbooks. Activate when: workload review issues, lens configuration problems, improvement plan errors, milestone failures, custom lens issues, sharing problems, or the user says something is wrong with Well-Architected Tool.

7 installs
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Chatbot Advanced Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot advanced AWS Chatbot problems by analyzing custom action failures, action approvals, Microsoft Teams integration, guardrail configuration, notification filtering, run command from chat, Lambda invocation from chat, cross-account notifications, event pattern matching, and audit logging. Activate when: custom action failures, approval issues, Teams integration problems, guardrail configuration errors, notification filtering issues, run command from chat failures, Lambda invocation errors, cross-account notification problems, event pattern matching issues, audit logging gaps, or the user says something is wrong with advanced AWS Chatbot features.

6 installs
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Computeoptimizer Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Compute Optimizer problems by analyzing EC2 recommendations, Lambda recommendations, EBS recommendations, ECS recommendations, enrollment, export, and following structured runbooks. Activate when: missing recommendations, wrong recommendations, enrollment issues, export failures, or the user says something is wrong with Compute Optimizer.

5 installs
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Controltower Aft Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Control Tower Account Factory for Terraform (AFT) problems by analyzing deployment failures, pipeline errors, account provisioning, customizations, Terraform state, CodePipeline/CodeBuild issues, SSO integration, and following structured runbooks. Activate when: AFT deployment failures, pipeline errors, account request issues, customization failures, Terraform state problems, CodePipeline/CodeBuild errors, SSO integration issues, or the user says something is wrong with AFT.

5 installs
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Elasticbeanstalk Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Elastic Beanstalk problems by analyzing environments, deployments, health status, configuration, scaling, Docker platforms, worker tiers, and following structured runbooks. Activate when: environment creation failures, update failures, termination issues, platform version problems, deployment failures, rollback issues, immutable vs rolling deployment confusion, red/yellow health, health check misconfiguration, enhanced health reporting, .ebextensions errors, environment variable issues, instance profile problems, auto-scaling failures, load balancer configuration, Docker platform issues, multi-container Docker, worker tier SQS problems, dead letter queue issues, log retrieval failures, CloudWatch integration, or the user says something is wrong with Elastic Beanstalk without naming specific symptoms.

5 installs
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Entityresolution Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Entity Resolution problems by analyzing schema mappings, matching workflows, ID mapping workflows, provider services, output configuration, rule-based matching, ML matching, and following structured runbooks. Activate when: schema mapping errors, matching workflow failures, ID mapping issues, provider service configuration, output problems, or the user says something is wrong with Entity Resolution without naming specific symptoms.

6 installs
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Outposts Servers Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Outposts Servers (1U/2U form factor) problems by analyzing server ordering, activation, EC2 launch errors, EBS local volumes, network connectivity, service link, capacity management, software updates, monitoring, tagging, and rack-vs-server differences using structured runbooks. Activate when: server ordering issues, activation failures, EC2 launch errors on Outposts server, EBS local volume problems, network connectivity issues, service link failures, capacity constraints, update failures, monitoring gaps, or the user says something is wrong with Outposts Servers.

5 installs
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Route53 Resolver Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Route 53 Resolver problems by analyzing resolver endpoints, forwarding rules, DNS Firewall, query logging, inbound/outbound endpoints, RAM sharing, VPC associations, and DNSSEC validation using structured runbooks. Activate when: resolver endpoint failures, DNS forwarding issues, DNS Firewall rule problems, query logging errors, endpoint connectivity issues, RAM sharing failures, VPC association problems, DNSSEC validation errors, or the user says something is wrong with Route 53 Resolver.

5 installs
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Connect Analytics Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Connect Contact Lens and Wisdom problems by analyzing real-time analytics, sentiment analysis, transcription, category rules, custom vocabulary, knowledge bases, search, evaluation forms, screen recording, data lake export, S3 output, third-party integrations, and following structured runbooks. Activate when: Contact Lens enablement issues, real-time analytics errors, sentiment analysis problems, transcript failures, category rule errors, custom vocabulary issues, Wisdom knowledge base problems, search failures, evaluation form issues, screen recording errors, data export problems, or the user says something is wrong with Contact Lens or Wisdom.

6 installs
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Elastictranscoder Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Elastic Transcoder problems by analyzing pipeline creation, job failures, preset errors, input/output format issues, notification failures, permission errors, watermark/thumbnail issues, and following structured runbooks. Activate when: pipeline creation failures, job stuck in progressing, preset configuration errors, media format issues, SNS notification problems, IAM permission errors, or the user says something is wrong with Elastic Transcoder.

2 installs
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Globalaccelerator Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Global Accelerator problems by analyzing accelerator configurations, endpoint health, routing policies, performance metrics, DNS resolution, and following structured runbooks. Activate when: accelerator creation failures, static IP issues, endpoint health check failures, endpoint group configuration, traffic dial problems, client affinity issues, flow log analysis, latency problems, throughput degradation, DNS resolution failures, custom routing issues, DDoS protection concerns, cross-account endpoint problems, ALB/NLB/EC2/EIP integration issues, or the user says something is wrong with Global Accelerator without naming specific symptoms.

3 installs
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Lookout Equipment Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Lookout for Equipment problems by analyzing dataset creation, data ingestion, model training, inference scheduling, label management, retraining policies, S3 data access, IAM permissions, data quality, and following structured runbooks. Activate when: dataset creation failures, data ingestion errors, model training failures, inference scheduler issues, label problems, retraining policy errors, S3 access issues, IAM permission errors, data quality problems, or the user says something is wrong with Lookout for Equipment.

4 installs
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Managedblockchain Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot Amazon Managed Blockchain problems by analyzing network creation, member/node management, Hyperledger Fabric, Ethereum, chaincode, and peer connectivity using structured runbooks. Activate when: network creation failures, member or node issues, Fabric chaincode errors, Ethereum node problems, peer connectivity failures, or the user says something is wrong with Managed Blockchain.

6 installs
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Resource Explorer Diagnostics · aws-samples bundle
Use this skill to investigate and troubleshoot AWS Resource Explorer problems by analyzing index creation, aggregator indexes, search queries, missing resources, views, filters, cross-region indexing, IAM permissions, organization integration, and supported resource types. Activate when: index creation failures, search errors, missing resources, view configuration issues, cross-region problems, permission errors, or the user says something is wrong with Resource Explorer.

4 installs

848 published skills · page 7 of 9