Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Dynatrace/dynatrace-for-ai --skill dt-obs-awsgit clone --depth 1 https://github.com/Dynatrace/dynatrace-for-aiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dynatrace/dynatrace-for-ai/dt-obs-aws)<a href="https://agentmods.dev/skills/dynatrace/dynatrace-for-ai/dt-obs-aws"><img src="https://agentmods.dev/badge/skills/dynatrace/dynatrace-for-ai/dt-obs-aws/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dynatrace/dynatrace-for-ai/dt-obs-aws"><img src="https://agentmods.dev/badge/skills/dynatrace/dynatrace-for-ai/dt-obs-aws.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00174 | $0.04177 |
| Opus 5 | $0.00087 | $0.02089 |
| Sonnet 5 | $0.00035 | $0.00835 |
| Haiku 4.5 | $0.00017 | $0.00418 |
Grade A, and why
dt-obs-aws scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 471 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS Cloud Infrastructure
Monitor and analyze AWS resources using Dynatrace Smartscape and DQL. Query AWS services, optimize costs, manage security, and plan capacity across your AWS infrastructure.
When to Use This Skill
Use this skill when the user needs to work with AWS resources in Dynatrace. Load the reference file for the task type:
- Inventory: "Show me all EC2 instances in us-east-1"
- Network: "Find all resources in VPC vpc-abc123"
- Database: "List all RDS instances with Multi-AZ enabled"
- Serverless: "Show Lambda functions with VPC access"
- Cost: "Find unattached EBS volumes for cost savings"
- Security: "Identify publicly accessible databases"
- Compliance: "Find resources missing Environment tags"
- Capacity: "Analyze subnet IP utilization"
- Troubleshoot: "Map load balancer to instances through target groups"
- Problem Analysis: "What changed before this AWS problem?" / "What events affected this resource?"
- Workload Context: "Is this instance behind a load balancer, in an EKS cluster, or managed by ECS?"
- Events: "Have there been any recent events in AWS affecting this resource?"
Core Concepts
Entity Types
AWS resources use the AWS_* prefix and can be queried using the smartscapeNodes function. All AWS entities are automatically discovered and modeled in Dynatrace Smartscape.
Compute: AWS_EC2_INSTANCE, AWS_LAMBDA_FUNCTION, AWS_ECS_CLUSTER, AWS_ECS_SERVICE, AWS_EKS_CLUSTER
Networking: AWS_EC2_VPC, AWS_EC2_SUBNET, AWS_EC2_SECURITYGROUP, AWS_EC2_NATGATEWAY, AWS_EC2_VPCENDPOINT
Database: AWS_RDS_DBINSTANCE, AWS_RDS_DBCLUSTER, AWS_DYNAMODB_TABLE, AWS_ELASTICACHE_CACHECLUSTER
Storage: AWS_S3_BUCKET, AWS_EC2_VOLUME, AWS_EFS_FILESYSTEM
Load Balancing: AWS_ELASTICLOADBALANCINGV2_LOADBALANCER, AWS_ELASTICLOADBALANCINGV2_TARGETGROUP
Messaging: AWS_SQS_QUEUE, AWS_SNS_TOPIC, AWS_EVENTS_EVENTBUS, AWS_MSK_CLUSTER
Common AWS Fields
What ships with it
13 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/capacity-planning.md 3.3 KB
- references/cost-optimization.md 10 KB
- references/database-monitoring.md 3.2 KB
- references/events.md 7.3 KB
- references/load-balancing-api.md 3.9 KB
- references/messaging-event-streaming.md 2.6 KB
- references/metrics-performance.md 39 KB
- references/resource-management.md 4.1 KB
- references/resource-ownership.md 2.4 KB
- references/security-compliance.md 13 KB
- references/serverless-containers.md 2.9 KB
- references/vpc-networking-security.md 3.3 KB
- references/workload-detection.md 6.8 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 471 lines · 174 tokens per session scan A 0a7e0968d971
dt-obs-aws is a skill published in the GitHub repository Dynatrace/dynatrace-for-ai (137 stars, last pushed yesterday), licensed Apache-2.0. It adds 174 tokens to every session and 4,177 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
dtctl
Investigate incidents, debug performance issues, analyze logs, and manage observability resources in Dynatrace using the dtctl CLI. Use this skill whenever the user asks about error rates, latency spikes, service health, crash-looping pods, web vitals, SLO status, open problems, root cause analysis, log patterns…
netdata-migration
Use when migrating observability from Datadog, New Relic, Dynatrace, or Prometheus to Netdata. Covers SDK replacement, exporter reconfiguration, Prometheus endpoint passthrough, and dashboard parity expectations.
gke-compute-classes
Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators (GPUs/TPUs) or machine families, restricting ComputeClass access, or debugging pending pods related to node pool auto-creation. Do not use for cluster-level Node Auto…
gke-workload-security
Audits, configures, and hardens workload-level security controls for Google Kubernetes Engine (GKE) applications and namespaces. Covers running cluster security audits (auditcluster.sh), configuring Workload Identity Federation (impersonation, KSA/GSA binding, and pod setup), enforcing Network Policies (default-deny…
azure-mgmt-botservice-dotnet
Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".
nemo-automodel-launcher-config
Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution.