[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"org-aws":3,"repo-skills-v-0-3-0":147},{"org":4,"repos":54},{"slug":5,"name":6,"logoUrl":7,"githubOrg":5,"website":8,"skillCount":9,"repoCount":10,"topRepos":11,"topTags":23,"lastUpdatedAt":53},"aws","AWS (Amazon)","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Faws.png","https:\u002F\u002Faws.amazon.com",139,4,[12,15,18,21],{"name":13,"skillCount":14},"aws\u002Fagent-toolkit-for-aws",122,{"name":16,"skillCount":17},"aws\u002Ftools-for-devops-agent",15,{"name":19,"skillCount":20},"aws\u002Faws-durable-execution-sdk-js",1,{"name":22,"skillCount":20},"aws\u002Faws-graviton-getting-started",[24,26,29,32,35,38,41,44,47,50],{"slug":5,"name":25},"AWS",{"slug":27,"name":28},"security","Security",{"slug":30,"name":31},"database","Database",{"slug":33,"name":34},"operations","Operations",{"slug":36,"name":37},"infrastructure","Infrastructure",{"slug":39,"name":40},"debugging","Debugging",{"slug":42,"name":43},"deployment","Deployment",{"slug":45,"name":46},"monitoring","Monitoring",{"slug":48,"name":49},"networking","Networking",{"slug":51,"name":52},"data-engineering","Data Engineering","2026-08-20T03:53:46.027593",[55,71,104,121],{"name":56,"fullName":13,"repoUrl":57,"skillCount":14,"stars":58,"forks":59,"description":60,"topics":61,"topTags":62,"topTagCount":69,"lastUpdatedAt":70},"agent-toolkit-for-aws","https:\u002F\u002Fgithub.com\u002Faws\u002Fagent-toolkit-for-aws",1822,157,"Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS",[],[63,64,65,66,67,68],{"slug":5,"name":25},{"slug":27,"name":28},{"slug":36,"name":37},{"slug":30,"name":31},{"slug":42,"name":43},{"slug":33,"name":34},92,"2026-08-20T03:53:19.377174",{"name":72,"fullName":16,"repoUrl":73,"skillCount":17,"stars":74,"forks":75,"description":76,"topics":77,"topTags":95,"topTagCount":103,"lastUpdatedAt":53},"tools-for-devops-agent","https:\u002F\u002Fgithub.com\u002Faws\u002Ftools-for-devops-agent",35,30,"Open-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, custom agents, and other tools, for incident response, root cause analysis, and operational troubleshooting",[78,79,80,81,82,5,83,84,85,86,87,88,89,90,91,92,93,94],"agent-skills","agentic-ai","agents","ai-agents","aiops","aws-devops-agent","cloud-operations","custom-agents","devops","devops-agent-skills","frontier-agent","incident-response","operational-excellence","root-cause-analysis","skills","sre","support",[96,97,98,99,101,102],{"slug":5,"name":25},{"slug":39,"name":40},{"slug":33,"name":34},{"slug":89,"name":100},"Incident Response",{"slug":45,"name":46},{"slug":30,"name":31},23,{"name":105,"fullName":19,"repoUrl":106,"skillCount":20,"stars":107,"forks":108,"description":109,"topics":110,"topTags":111,"topTagCount":10,"lastUpdatedAt":120},"aws-durable-execution-sdk-js","https:\u002F\u002Fgithub.com\u002Faws\u002Faws-durable-execution-sdk-js",85,27,"Lambda durable functions SDK, Testing SDK and fully functional examples",[],[112,113,114,117],{"slug":5,"name":25},{"slug":39,"name":40},{"slug":115,"name":116},"mcp","MCP",{"slug":118,"name":119},"observability","Observability","2026-08-14T04:51:57.49997",{"name":122,"fullName":22,"repoUrl":123,"skillCount":20,"stars":124,"forks":125,"description":126,"topics":127,"topTags":135,"topTagCount":10,"lastUpdatedAt":146},"aws-graviton-getting-started","https:\u002F\u002Fgithub.com\u002Faws\u002Faws-graviton-getting-started",1042,228,"Helping developers to use AWS Graviton2, Graviton3, and Graviton4 processors which power the 6th, 7th, and 8th generation of Amazon EC2 instances (C6g[d], M6g[d], R6g[d], T4g, X2gd, C6gn, I4g, Im4gn, Is4gen, G5g, C7g[d][n], M7g[d], R7g[d], R8g).",[128,129,130,131,132,133,134],"arm","ec2","graviton","graviton2","graviton3","graviton3e","graviton4",[136,137,140,143],{"slug":5,"name":25},{"slug":138,"name":139},"java","Java",{"slug":141,"name":142},"migration","Migration",{"slug":144,"name":145},"performance","Performance","2026-08-14T04:27:29.59079",{"items":148,"total":17},[149,161,173,187,199,215,230,244,258,269,280,293,304,319,333],{"slug":150,"name":150,"fn":151,"description":152,"org":153,"tags":154,"stars":74,"repoUrl":73,"updatedAt":160},"aws-health-events","analyze AWS Health events for incidents","ALWAYS use this skill in the beginning of any incident investigation, root cause analysis, or operational troubleshooting. This skill retrieves and analyzes AWS Health events (service issues, scheduled changes, and account notifications) to identify AWS-side events that may explain or correlate with observed operational issues. Activate this skill when investigating an issue and you observe service degradation, elevated error rates, latency spikes, connection failures, throttling, capacity issues, deployment-related failures, alarms, or any operational event or issue. This skill searches AWS Health events by service, time window, region, and status to surface active or recent service disruptions, scheduled maintenance, and account-specific notifications that inform the current investigation. Also activate when a user requests a health event summary or report for their account over a specified time period.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[155,157,158,159],{"name":25,"slug":5,"type":156},"tag",{"name":40,"slug":39,"type":156},{"name":100,"slug":89,"type":156},{"name":46,"slug":45,"type":156},"2026-08-20T03:53:41.178955",{"slug":162,"name":162,"fn":163,"description":164,"org":165,"tags":166,"stars":74,"repoUrl":73,"updatedAt":53},"aws-vpc-dns-investigation","investigate VPC DNS resolution issues","Use this skill when a name is not resolving as expected inside a VPC, or before applying a DNS control-plane change. Activate on symptoms such as NXDOMAIN or SERVFAIL from an EC2 instance, a hostname resolving to a public address when a private endpoint was expected, an AWS service endpoint that stopped resolving after a VPC endpoint or Route 53 change, an application reaching the wrong IP, resolution that works from one instance but not another, IPv6 or dualstack resolution differences, a suspected on-premises forwarding or hybrid DNS problem, or a request to check whether enabling private DNS, adding a Resolver rule, associating a private hosted zone, attaching DNS Firewall, or associating a Route 53 Profile would break anything. It drives the aws-vpc-dns-diagnostics MCP server to observe live resolution from inside the subnet and to simulate a proposed change before it is applied.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[167,168,169,172],{"name":25,"slug":5,"type":156},{"name":40,"slug":39,"type":156},{"name":170,"slug":171,"type":156},"DNS","dns",{"name":49,"slug":48,"type":156},{"slug":174,"name":174,"fn":175,"description":176,"org":177,"tags":178,"stars":74,"repoUrl":73,"updatedAt":186},"crm-production-investigation-guidelines","investigate CRM production incidents","Guidelines for investigating production incidents in the CRM application. Use when triaging any alert or incident involving the CRM REST API, SQS queues, Lambda functions, or Aurora DSQL database in this AWS account. Ensures thorough root cause analysis using AWS-native observability tools.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[179,180,183,184,185],{"name":25,"slug":5,"type":156},{"name":181,"slug":182,"type":156},"CRM","crm",{"name":40,"slug":39,"type":156},{"name":100,"slug":89,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:23.532781",{"slug":188,"name":188,"fn":189,"description":190,"org":191,"tags":192,"stars":74,"repoUrl":73,"updatedAt":198},"database-migration-service-expertise","troubleshoot AWS Database Migration Service","AWS Database Migration Service (DMS) operational review and troubleshooting skill. Conducts best practices validation, health assessments, performance diagnostics, cost optimization reviews, and migration cutover guidance. Triggers on requests like \"DMS review\", \"DMS health check\", \"DMS troubleshooting\", \"migration assessment\", \"DMS best practices audit\", \"DMS cost optimization\", \"replication instance review\", \"CDC latency issue\", or \"DMS task failure\".",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[193,194,195,196,197],{"name":25,"slug":5,"type":156},{"name":31,"slug":30,"type":156},{"name":40,"slug":39,"type":156},{"name":142,"slug":141,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:23.927999",{"slug":200,"name":200,"fn":201,"description":202,"org":203,"tags":204,"stars":74,"repoUrl":73,"updatedAt":214},"database-rds-devops","diagnose Aurora MySQL and PostgreSQL databases","Database-level data-plane diagnostics for Aurora MySQL and Aurora PostgreSQL. Executes predefined read-only health check queries via RDS Data API to analyze buffer pool, connections, locks, replication, storage, performance, and index efficiency. Requires the rds-aidba MCP server for database-internal access beyond what CloudWatch and RDS APIs provide.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[205,206,207,208,211],{"name":25,"slug":5,"type":156},{"name":31,"slug":30,"type":156},{"name":40,"slug":39,"type":156},{"name":209,"slug":210,"type":156},"MySQL","mysql",{"name":212,"slug":213,"type":156},"PostgreSQL","postgresql","2026-08-20T03:53:41.560344",{"slug":216,"name":216,"fn":217,"description":218,"org":219,"tags":220,"stars":74,"repoUrl":73,"updatedAt":229},"eks-operation-review","audit Amazon EKS cluster operations","Comprehensive Amazon EKS operational review aligned with the AWS EKS Best Practices Guide. Use this skill when a user asks to review, audit, or assess EKS clusters for best practices compliance, operational readiness, security posture, cost optimization, reliability, networking, scalability, or upgrade readiness. Triggers on requests like \"EKS review\", \"EKS best practices audit\", \"EKS operational assessment\", \"review my EKS cluster\", or \"EKS health check\".",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[221,224,225,228],{"name":222,"slug":223,"type":156},"Audit","audit",{"name":25,"slug":5,"type":156},{"name":226,"slug":227,"type":156},"Kubernetes","kubernetes",{"name":34,"slug":33,"type":156},"2026-08-20T03:53:20.524374",{"slug":231,"name":231,"fn":232,"description":233,"org":234,"tags":235,"stars":74,"repoUrl":73,"updatedAt":243},"enrich-with-aws-security-agent","investigate security root causes in AWS","Automatically load this skill when investigating application outages, service degradation, or errors that could have security-related root causes — including unexplained downtime, authentication or authorization failures, injection attacks, data exposure, or suspicious application behavior. Query AWS Security Agent CloudWatch logs to retrieve detailed code review findings with actionable, low-level details (file, line number, vulnerability type) that customers can directly fix.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[236,239,240,241,242],{"name":237,"slug":238,"type":156},"Auth","auth",{"name":25,"slug":5,"type":156},{"name":40,"slug":39,"type":156},{"name":100,"slug":89,"type":156},{"name":28,"slug":27,"type":156},"2026-08-20T03:53:23.097965",{"slug":245,"name":245,"fn":246,"description":247,"org":248,"tags":249,"stars":74,"repoUrl":73,"updatedAt":257},"investigation-cost-guardrail","enforce cost guardrails for AWS operations","Cost guardrail for AWS DevOps Agent that covers ALL AWS services and native agent tools. Before the agent makes any paid API call, this skill estimates cost, enforces budgets per investigation, detects expensive operations across all services (Athena queries, S3 scans, DynamoDB scans, SageMaker inference, PromQL, etc.), enforces time window requirements, monitors cumulative call volume, and cancels if thresholds are exceeded. This skill applies to ALL investigations regardless of which services are involved.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[250,251,254,256],{"name":25,"slug":5,"type":156},{"name":252,"slug":253,"type":156},"Cost Optimization","cost-optimization",{"name":255,"slug":86,"type":156},"DevOps",{"name":34,"slug":33,"type":156},"2026-08-20T03:53:22.719718",{"slug":259,"name":259,"fn":260,"description":261,"org":262,"tags":263,"stars":74,"repoUrl":73,"updatedAt":268},"msk-operations","manage and troubleshoot Amazon MSK brokers","Amazon MSK Provisioned operations, troubleshooting, and health assessment for Standard and Express brokers. Use whenever the user mentions Amazon MSK, MSK Provisioned, MSK Standard\u002FExpress brokers, Apache Kafka on AWS, `kafka.*` \u002F `express.*` instance types, or the `AWS\u002FKafka` CloudWatch namespace. Covers MSK performance issues (high CPU, produce\u002Ffetch latency, TrafficShaping), consumer lag, storage\u002FEBS issues, rolling restarts, Kafka version upgrades, SECURITY_PATCHING, BROKER_UPDATE, CloudWatch alarm design, Kafka client (producer\u002Fconsumer) tuning, under-replicated partitions, unexpected broker reboots, and full MSK operational reviews \u002F health checks \u002F best-practices audits. Do NOT use for MSK Connect, MSK Serverless, or MSK Replicator. Do NOT use for authoring CloudFormation, CDK, or Terraform templates. Do NOT use for other AWS services (RDS, Aurora, S3, DynamoDB, Kinesis, Lambda, EC2) unless MSK is explicitly named.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[264,265,266,267],{"name":25,"slug":5,"type":156},{"name":40,"slug":39,"type":156},{"name":46,"slug":45,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:40.788514",{"slug":270,"name":270,"fn":271,"description":272,"org":273,"tags":274,"stars":74,"repoUrl":73,"updatedAt":279},"rds-operation-review","audit Amazon RDS and Aurora operations","Comprehensive Amazon RDS and Aurora operational review aligned with the AWS Well-Architected Framework and RDS\u002FAurora best practices. Use this skill when a user asks to review, audit, or assess RDS instances or Aurora clusters for best practices compliance, security posture, reliability, performance, cost optimization, backups, encryption, or operational readiness. Triggers on requests like \"RDS review\", \"Aurora best practices audit\", \"database operational assessment\", \"review my RDS instance\", \"RDS health check\", or \"ORR for RDS\".",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[275,276,277,278],{"name":222,"slug":223,"type":156},{"name":25,"slug":5,"type":156},{"name":31,"slug":30,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:45.265244",{"slug":281,"name":281,"fn":282,"description":283,"org":284,"tags":285,"stars":74,"repoUrl":73,"updatedAt":292},"service-quota-check","check and manage AWS service quotas","Use this skill during any incident investigation, capacity planning, or operational troubleshooting when the issue may be caused by hitting AWS service limits. Activate when you observe throttling errors (ThrottlingException, TooManyRequestsException, LimitExceededException), resource creation failures, capacity-related alarms, or when a recommendation involves provisioning new AWS resources.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[286,287,290,291],{"name":25,"slug":5,"type":156},{"name":288,"slug":289,"type":156},"Capacity Planning","capacity-planning",{"name":46,"slug":45,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:19.758649",{"slug":294,"name":294,"fn":295,"description":296,"org":297,"tags":298,"stars":74,"repoUrl":73,"updatedAt":303},"skip-scheduled-maintenance","filter incidents during scheduled maintenance","Skip low-priority incidents during a scheduled maintenance window. Use this skill to automatically filter MEDIUM and LOW severity alarms that fire during planned maintenance, avoiding unnecessary investigations for expected disruptions.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[299,300,301,302],{"name":25,"slug":5,"type":156},{"name":100,"slug":89,"type":156},{"name":46,"slug":45,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:45.650647",{"slug":305,"name":305,"fn":306,"description":307,"org":308,"tags":309,"stars":74,"repoUrl":73,"updatedAt":318},"storage-s3-resiliency-expertise","review S3 bucket resiliency and security","S3 resiliency, security, and data protection review. Assesses one or many S3 buckets across nine dimensions — versioning, replication, object lock, encryption, block public access, bucket policy, ownership controls, server access logging, and static website hosting — using read-only control-plane API calls, then produces a rated report with prioritized findings and remediation guidance. Single-bucket and multi-bucket (fleet) reviews are routed automatically by input count.\nUse when a user asks to review, audit, or assess an S3 bucket's resiliency, security, data protection, recovery posture, disaster recovery readiness, or audit posture, or asks about any of those nine features. Triggers on phrasings like \"S3 resiliency review\", \"is my bucket safe\", \"audit S3 bucket security\", \"review these buckets: A, B, C\", or \"check versioning\u002Freplication\u002Fencryption\u002Fpublic access\".\nDo NOT use for cost optimization, performance tuning, or EFS, FSx, AWS Backup, or Storage Gateway.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[310,311,314,315],{"name":25,"slug":5,"type":156},{"name":312,"slug":313,"type":156},"Compliance","compliance",{"name":28,"slug":27,"type":156},{"name":316,"slug":317,"type":156},"Storage","storage","2026-08-20T03:53:40.415307",{"slug":320,"name":320,"fn":321,"description":322,"org":323,"tags":324,"stars":74,"repoUrl":73,"updatedAt":332},"support-cases","analyze AWS support cases for troubleshooting","ALWAYS use this skill in the beginning of any incident investigation, root cause analysis, or operational troubleshooting. This skill retrieves and analyzes AWS Support cases (open and resolved) to find historical incidents with similar symptoms, error patterns, or affected services. Activate this skill when investigating an issue and you observe service degradation, elevated error rates, latency spikes, connection failures, throttling, capacity issues, deployment-related failures, alarms, or any operational event or issue. This skill searches past support cases by service, time window, severity, and error keywords to surface prior root causes, proven remediations, and recurring patterns that inform the current investigation.",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[325,326,329,330,331],{"name":25,"slug":5,"type":156},{"name":327,"slug":328,"type":156},"Customer Support","customer-support",{"name":40,"slug":39,"type":156},{"name":100,"slug":89,"type":156},{"name":34,"slug":33,"type":156},"2026-08-20T03:53:18.99645",{"slug":334,"name":334,"fn":335,"description":336,"org":337,"tags":338,"stars":74,"repoUrl":73,"updatedAt":343},"wiz-security-context","investigate cloud resource anomalies with Wiz","Automatically load this skill when investigating an operational anomaly on a cloud resource - CPU or memory spikes, latency, elevated error rates, unexpected network traffic, crashes, or cost spikes - to determine whether it is a purely operational issue or a security incident, using the affected resource's security context (vulnerabilities, misconfigurations, exposed secrets, data findings, active threats, malware, detections, and toxic combinations).",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[339,340,341,342],{"name":25,"slug":5,"type":156},{"name":40,"slug":39,"type":156},{"name":119,"slug":118,"type":156},{"name":28,"slug":27,"type":156},"2026-08-20T03:53:20.143717"]