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Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace agent reasoning, detect silent failures, and measure performance before an outage. Use this skill when a user asks to check, validate, audit, verify, fix, or set up…
Comprehensive operational review procedures for Amazon Bedrock AgentCore resources aligned with the AWS Well-Architected Framework. Covers four check areas — Runtime Resilience, Gateway Health, Memory & Knowledge Effectiveness, and Resource Utilization &…
Use this skill when diagnosing IAM and access failures for Bedrock and SageMaker. It traces the authorization chain — caller identity, iam:PassRole, trust policy, role permissions, resource policies, SCPs — to name the denying hop and propose a scoped policy.…
Use this skill for GPU training or inference clusters on SageMaker HyperPod (Slurm or EKS), ParallelCluster, or self-managed EC2/EKS GPU instances. It adds three things. First, a GPU evidence coverage audit that proves per node whether kernel Xid logs and…
Amazon OpenSearch Service domain health assessment. Performs read-only, API-driven checks against a customer's OpenSearch domain(s) covering cluster health, node/shard configuration, performance metrics, security posture, and cost optimization signals.…
AWS Backup coverage and data protection posture review. Determines which backup-eligible resources are protected by AWS Backup and which are not, across all enabled Regions of an account, then evaluates backup plan frequency and retention, cross-Region and…
Use this skill when someone wants an Amazon EKS cluster graded against best practices. Use it when they ask to review, assess, audit, or grade a cluster; ask for an operations review, security review, operational-readiness or pre-upgrade check, inventory, or…
Amazon Bedrock production readiness assessment covering IAM governance, data retention (ZDR), quota and capacity headroom, and operational observability across Standard Bedrock and Mantle surfaces. Use this skill when a user asks to review Bedrock readiness,…
Comprehensive Amazon Bedrock review aligned with the AWS Well-Architected Framework and Bedrock best practices. Use this skill when a user asks to review, audit, or assess Amazon Bedrock workloads for best-practices compliance, security posture, performance,…
Identify and quantify AWS CloudTrail cost optimization opportunities. Use this skill when a user asks to reduce, review, audit, or optimize CloudTrail spend, or reports an unexpected CloudTrail cost or usage increase. Activate on requests like "why is my…
Identify and quantify AWS Config cost optimization opportunities. Use this skill when a user asks to reduce, review, audit, or optimize AWS Config spend, or reports an unexpected AWS Config cost or configuration-item increase. Activate on requests like "why…
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 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…
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…
Performs a comprehensive Amazon ECS operations review across the 6 review pillars (Resiliency & HA, Observability, Security, Operations, Performance, Additional Analysis) using read-only AWS APIs, with a 7-day CloudWatch metrics baseline, recommended alarm…
Use this skill when a user asks to assess, plan, or validate an Amazon EKS cluster upgrade. Activate on requests mentioning "EKS upgrade", "Kubernetes version upgrade", "upgrade readiness", "upgrade plan", "pre-upgrade check", "version skew", "deprecated…
Comprehensive Amazon Data Firehose (formerly Kinesis Data Firehose) review aligned with the AWS Well-Architected Framework and Firehose best practices. Use this skill when a user asks to review, audit, or assess Amazon Data Firehose delivery streams for…
Identify and quantify Amazon GuardDuty cost optimization opportunities. Use this skill when a user asks to reduce, review, audit, or optimize GuardDuty spend, or reports an unexpected GuardDuty cost increase or an expensive protection plan. Activate on…
Amazon MSK Provisioned operations, troubleshooting, and health assessment for Standard and Express brokers. Use whenever the user mentions Amazon MSK, MSK Provisioned, MSK Standard/Express brokers, Apache Kafka on AWS, `kafka.*` / `express.*` instance types,…
Comprehensive Amazon RDS and Aurora operational review aligned with the AWS Well-Architected Framework and RDS/Aurora best practices. Use this skill when a user asks to review, audit, or assess RDS instances or Aurora clusters for best practices compliance,…
Amazon Redshift domain expertise for query optimization, operational reviews, and cost optimization on provisioned clusters and Serverless workgroups. Use when a user asks about Redshift query tuning, slow queries, disk spill, distribution/sort key issues, a…
Amazon SageMaker AI Operational Review. Use this skill when a user asks to review, audit, or assess Amazon SageMaker AI workloads (endpoints, training jobs, pipelines, notebooks, Studio domains) for best-practices posture across Security, Performance, Cost…
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.
Read-only SLA-readiness, availability, and cost review of Amazon FSx for Windows File Server. Assesses one or many file systems across seven dimensions — deployment type (Single-AZ vs Multi-AZ), Active Directory health, throughput sizing, storage headroom,…
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…
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…
Analyze and troubleshoot AWS routing and BGP path selection - how AWS chooses a network path, why traffic takes an unexpected route, and how to steer it. Use for AWS Cloud WAN route evaluation and CNE path selection; Direct Connect Gateway (DXGW) path…
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…
Report what the AWS DevOps Agent itself costs to run, and where that cost comes from, per Agent Space and per role on demand in chat or on a schedule through a custom agent. Use this skill when a user asks to measure, break down, attribute, explain, or…
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…
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,…
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,…
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…
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…
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