tools-for-devops-agent

In the author's own words, from each skill's SKILL.md — showing the first 30 of 43 files.

• agentcore-observability-setup

  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 AgentCore observability, tracing, metrics, or logging - for example "is AgentCore observability configured correctly", "why can't I see traces for…

  skills/agentcore-observability-setup/SKILL.md on GitHub (opens in a new tab)

• agentcore-ops-review

  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 & Operational Hygiene — plus runtime observability signals from CloudWatch. Use this skill when a user asks to review, audit, or assess Amazon Bed…

  skills/agentcore-ops-review/SKILL.md on GitHub (opens in a new tab)

• aiml-access-diagnostics

  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. Read-only. Use when a Bedrock or SageMaker call fails on permissions: InvokeModel or Converse AccessDeniedException, CreateTrainingJob or C…

  skills/aiml-access-diagnostics/SKILL.md on GitHub (opens in a new tab)

• aiml-gpu-training-cluster-investigation

  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 HyperPod health-agent detections were actually arriving, hour by hour, so "no errors found" is never reported from a silent log. Second, a node…

  skills/aiml-gpu-training-cluster-investigation/SKILL.md on GitHub (opens in a new tab)

• analytics-opensearch-expertise

  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. Activate this skill for requests about OpenSearch or Elasticsearch domain health, cluster review, domain assessment, performance, security posture…

  skills/analytics-opensearch-expertise/SKILL.md on GitHub (opens in a new tab)

• aws-backup-coverage-review

  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 cross-account copies, vault encryption and Vault Lock, and per-Region resource type opt-in. Uses read-only control-plane API calls and produce…

  skills/aws-backup-coverage-review/SKILL.md on GitHub (opens in a new tab)

• aws-eks-healthdashboard

  Use this skill when the user wants to know whether an Amazon EKS cluster is healthy right now, or asks you to assess, triage, or report on the state of an EKS cluster, its control plane, or its nodes — even when they don't say "dashboard" or name a specific subsystem. It produces a read-only, point-in-time health snapshot grading control-plane signals (etcd, API Priority & Fairness, API-server la…

  skills/aws-eks-healthdashboard/SKILL.md on GitHub (opens in a new tab)

• aws-eks-operations-review

  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 CWR; ask whether a cluster is production-ready or safe to upgrade; ask what risks, gaps, or misconfigurations it carries; or describe Kubern…

  skills/aws-eks-operations-review/SKILL.md on GitHub (opens in a new tab)

• aws-health-events

  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 servi…

  skills/aws-health-events/SKILL.md on GitHub (opens in a new tab)

• aws-routing

  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 selection and local vs remote region preference; Transit Gateway route tables, ECMP, and peering; VPC route tables and longest-prefix-match; BGP tr…

  skills/aws-routing/SKILL.md on GitHub (opens in a new tab)

• aws-vpc-dns-investigation

  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, resol…

  skills/aws-vpc-dns-investigation/SKILL.md on GitHub (opens in a new tab)

• bedrock-adoption-readiness

  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, assess Bedrock security posture, evaluate quota headroom, check ZDR configuration, validate Bedrock operational setup, or prepare for Bedroc…

  skills/bedrock-adoption-readiness/SKILL.md on GitHub (opens in a new tab)

• bedrock-operation-review

  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, cost optimization, service quotas, or resilience. Triggers on requests like "Bedrock review", "Bedrock best practices audit", "GenAI operati…

  skills/bedrock-operation-review/SKILL.md on GitHub (opens in a new tab)

• cloudtrail-cost-optimization

  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 CloudTrail bill so high", "reduce CloudTrail costs", "find duplicate CloudTrail trails", "CloudTrail cost review", "optimize CloudTrail Lake", o…

  skills/cloudtrail-cost-optimization/SKILL.md on GitHub (opens in a new tab)

• config-cost-optimization

  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 is my AWS Config bill so high", "reduce Config costs", "AWS Config cost review", "my configuration item count spiked", "should I use daily or…

  skills/config-cost-optimization/SKILL.md on GitHub (opens in a new tab)

• crm-production-investigation-guidelines

  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.

  skills/crm-production-investigation-guidelines/SKILL.md on GitHub (opens in a new tab)

• database-migration-service-expertise

  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 ins…

  skills/database-migration-service-expertise/SKILL.md on GitHub (opens in a new tab)

• database-rds-devops

  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.

  skills/database-rds-devops/SKILL.md on GitHub (opens in a new tab)

• devops-agent-cost-insights

  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 forecast DevOps Agent spend, or the cost of the downstream AWS API calls. Covers direct agent time by activity, Support plan credit offset, downst…

  skills/devops-agent-cost-insights/SKILL.md on GitHub (opens in a new tab)

• ecs-operation-review

  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 thresholds for IDR onboarding, per-pillar PASS/FAIL/N/A scorecards, and a prioritized, remediation-linked report artifact. Triggers on: "ECS o…

  skills/ecs-operation-review/SKILL.md on GitHub (opens in a new tab)

• eks-upgrade-readiness

  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 API", "addon compatibility", "node group upgrade", "control plane upgrade", "EKS end of support", "EKS extended support", "Karpenter drift", "ku…

  skills/eks-upgrade-readiness/SKILL.md on GitHub (opens in a new tab)

• enrich-with-aws-security-agent

  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-lev…

  skills/enrich-with-aws-security-agent/SKILL.md on GitHub (opens in a new tab)

• firehose-operation-review

  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 best-practices compliance, security posture, reliability, delivery health, performance, cost optimization, service quotas, operational excellence…

  skills/firehose-operation-review/SKILL.md on GitHub (opens in a new tab)

• guardduty-cost-optimization

  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 requests like "why is my GuardDuty bill so high", "reduce GuardDuty costs", "GuardDuty cost review", "which GuardDuty protection plan costs the mo…

  skills/guardduty-cost-optimization/SKILL.md on GitHub (opens in a new tab)

• honeycomb-create-board

  Load when the operator asks for a Honeycomb board or dashboard: a board for a service, a feature, or an incident, a golden signals dashboard, or a board to visualize service health. Designs the board from SLOs and queries, shows the full plan to the operator, and calls create_board only after the operator approves it.

  skills/honeycomb-create-board/SKILL.md on GitHub (opens in a new tab)

• honeycomb-metrics-queries

  Load before querying a Honeycomb OpenTelemetry metrics dataset (dataset_type=metrics): gauges, counters, histograms and sums, including infrastructure metrics such as CPU, memory, disk I/O and network. Metrics follow different rules from trace datasets: bare COUNT, RATE_SUM, RATE_AVG, RATE_MAX and CONCURRENCY are rejected, temporal aggregation is automatic, and each metric has its own attributes.…

  skills/honeycomb-metrics-queries/SKILL.md on GitHub (opens in a new tab)

• honeycomb-observability-fundamentals

  Load when the operator asks a conceptual question about observability or Honeycomb: what observability is, why wide events, what high cardinality or dimensionality means, events vs metrics vs logs, observability vs monitoring, or the core analysis loop. Grounds recommendations in first principles. Not for running queries or investigating a live issue.

  skills/honeycomb-observability-fundamentals/SKILL.md on GitHub (opens in a new tab)

• honeycomb-production-investigation

  Load when an investigation needs Honeycomb telemetry to find a root cause: a latency spike, an error surge, a deployment regression, a failing dependency or an SLO burning budget. Gives the order of Honeycomb MCP tool calls (orient, broad query, BubbleUp, trace drill-down, verification) and how to carry each result into the next step.

  skills/honeycomb-production-investigation/SKILL.md on GitHub (opens in a new tab)

• honeycomb-query-patterns

  Load before building or reading a Honeycomb run_query on a trace, log or event dataset. Covers which operation to pick (percentiles and HEATMAP over AVG), relational fields (root., parent., any., none.), calculated fields, query math, and how to read results such as P99/P50 ratios, heatmap bands and TOTAL/OTHER rows. For datasets with dataset_type=metrics, use honeycomb-metrics-queries instead.

  skills/honeycomb-query-patterns/SKILL.md on GitHub (opens in a new tab)

• honeycomb-slos-and-triggers

  Load before calling Honeycomb get_slos or get_triggers, or when an investigation must judge SLO compliance, error budget burn or trigger status. Explains what the numbers mean, how to spot a misconfigured SLI, when a burn rate justifies paging or freezing deploys, and how to design burn alert thresholds.

  skills/honeycomb-slos-and-triggers/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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