Agent Toolkit for AWS is a collection of AWS-supported MCP servers, skills, plugins, commands, and hooks that help AI coding agents build, deploy, and manage applications on AWS. It is used by developers working with AWS services through agents such as Claude Code, Codex, Cursor, and Kiro. The catalogue entries are the toolkit's own agent extensions for AWS development and operations.
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 aws/agent-toolkit-for-aws --skill setting-up-cloudwatch-observabilitygit clone --depth 1 https://github.com/aws/agent-toolkit-for-awsWrote 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/aws/agent-toolkit-for-aws/setting-up-cloudwatch-observability)<a href="https://agentmods.dev/skills/aws/agent-toolkit-for-aws/setting-up-cloudwatch-observability"><img src="https://agentmods.dev/badge/skills/aws/agent-toolkit-for-aws/setting-up-cloudwatch-observability/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/aws/agent-toolkit-for-aws/setting-up-cloudwatch-observability"><img src="https://agentmods.dev/badge/skills/aws/agent-toolkit-for-aws/setting-up-cloudwatch-observability.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
- Snyk warn
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 | $0.00240 | $0.04519 |
| Opus 5.5 | $0.00096 | $0.01808 |
| Sonnet 5.5 | $0.00048 | $0.00904 |
| Haiku 4.5 | $0.00024 | $0.00452 |
Grade A, and why
setting-up-cloudwatch-observability 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 13d 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 — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Setting Up CloudWatch Observability
Scope: First-time CloudWatch observability setup, for both products — a CloudWatch Application Observability (Omni) Space from creation through first traces flowing, and onboarding a service to classic CloudWatch Application Signals. For using what is already set up (queries, dashboards, alarms, Omni alerts, evaluations, live debugging), route to aws-observability.
Two products, two reference folders
This skill owns setup for two products that share the CloudWatch name but are separate services. The folder a reference lives in is the signal for which product it belongs to — the same convention aws-observability uses:
| Folder | Product | What setup means there |
|---|---|---|
references/cloudwatch-omni/ |
CloudWatch Omni (Application / Agent Observability) | Domain → Space → grants → telemetry in → plain ADOT SDK instrumentation. No add-on, no CloudWatch Agent application_signals config, no port 4316. |
references/cloudwatch/ |
Classic CloudWatch | Onboarding a service to Application Signals: ADOT auto-instrumentation, the amazon-cloudwatch-observability EKS add-on, the CloudWatch Agent, monitored service, ServiceEvents, CI/CD git/deployment metadata, port 4316. |
The two instrumentation paths are mutually exclusive on a given workload — the Omni path explicitly forbids the Application Signals env vars and the add-on, and vice versa. Decide the product first (Routing Rules 1–4 below), then stay inside that folder. Enabling one does not replace the other; an account may run both, on different services.
Works best with the AWS MCP server — enables running AWS CLI commands directly. All guidance also works with standard AWS CLI access (aws cloudwatchomni ... on the Omni path; aws eks, aws iam, and aws application-signals on the Application Signals path).
Concepts — Omni (references/cloudwatch-omni/)
These are Omni's resources. None of them exist on the Application Signals path — that one has no Domain, Space, grant, or Dataset; its unit is a monitored service, and access is plain IAM. Do not ask an Application Signals onboarding customer for a spaceId.
What ships with it
57 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/cloudwatch-omni/access-grants.md 83 KB
- references/cloudwatch-omni/access-profiles.md 27 KB
- references/cloudwatch-omni/app-basics.md 15 KB
- references/cloudwatch-omni/azure-ingestion/azure-ingestion.md 1.9 KB
- references/cloudwatch-omni/azure-ingestion/custom-telemetry.md 21 KB
- references/cloudwatch-omni/custom-mcp-integration.md 558 B
- references/cloudwatch-omni/data-forwarding-and-centralization.md 21 KB
- references/cloudwatch-omni/instrumentation/collector-ec2.md 14 KB
- references/cloudwatch-omni/instrumentation/collector-ecs.md 12 KB
- references/cloudwatch-omni/instrumentation/collector-eks.md 23 KB
- references/cloudwatch-omni/instrumentation/collector.md 20 KB
- references/cloudwatch-omni/instrumentation/ec2-dotnet.md 18 KB
- references/cloudwatch-omni/instrumentation/ec2-java.md 10 KB
- references/cloudwatch-omni/instrumentation/ec2-nodejs.md 9.6 KB
- references/cloudwatch-omni/instrumentation/ec2-python.md 8.9 KB
- references/cloudwatch-omni/instrumentation/ecs-dotnet.md 14 KB
- references/cloudwatch-omni/instrumentation/ecs-java.md 8.5 KB
- references/cloudwatch-omni/instrumentation/ecs-nodejs.md 8.4 KB
- references/cloudwatch-omni/instrumentation/ecs-python.md 8.9 KB
- references/cloudwatch-omni/instrumentation/eks-dotnet.md 12 KB
- references/cloudwatch-omni/instrumentation/eks-java.md 7.6 KB
- references/cloudwatch-omni/instrumentation/eks-nodejs.md 8.2 KB
- references/cloudwatch-omni/instrumentation/eks-python.md 8.2 KB
- references/cloudwatch-omni/instrumentation/instrumentation.md 19 KB
- references/cloudwatch-omni/instrumentation/lambda-dotnet.md 9.8 KB
- references/cloudwatch-omni/instrumentation/lambda-java.md 8.2 KB
- references/cloudwatch-omni/instrumentation/lambda-nodejs.md 7.6 KB
- references/cloudwatch-omni/instrumentation/lambda-python.md 7.8 KB
- references/cloudwatch-omni/omni-agents-instrumentation/instrument-crewai.md 3.2 KB
- references/cloudwatch-omni/omni-agents-instrumentation/instrument-langchain.md 4.7 KB
- references/cloudwatch-omni/omni-agents-instrumentation/instrument-langgraph.md 4.1 KB
- references/cloudwatch-omni/omni-agents-instrumentation/instrument-openai-agents.md 6.0 KB
- references/cloudwatch-omni/omni-agents-instrumentation/instrument-strands.md 3.8 KB
- references/cloudwatch-omni/omni-agents-instrumentation/instrument-vercel-ai.md 502 B
- references/cloudwatch-omni/omni-agents-instrumentation/omni-agents-instrumentation.md 33 KB
- references/cloudwatch-omni/omni-agents-instrumentation/openinference-framework-guide.md 4.3 KB
- references/cloudwatch-omni/org-domains.md 33 KB
- references/cloudwatch-omni/slack-integration.md 7.6 KB
- references/cloudwatch-omni/spaces-and-domains.md 31 KB
- references/cloudwatch/application-signals-cicd-metadata.md 6.5 KB
- references/cloudwatch/application-signals-onboarding.md 20 KB
- references/cloudwatch/appsignals-guides/ec2-dotnet.md 18 KB
- references/cloudwatch/appsignals-guides/ec2-java.md 12 KB
- references/cloudwatch/appsignals-guides/ec2-nodejs.md 21 KB
- references/cloudwatch/appsignals-guides/ec2-python.md 27 KB
- references/cloudwatch/appsignals-guides/ecs-dotnet.md 9.6 KB
- references/cloudwatch/appsignals-guides/ecs-java.md 6.9 KB
- references/cloudwatch/appsignals-guides/ecs-nodejs.md 7.9 KB
- references/cloudwatch/appsignals-guides/ecs-python.md 9.3 KB
- references/cloudwatch/appsignals-guides/eks-dotnet.md 5.3 KB
- references/cloudwatch/appsignals-guides/eks-java.md 5.3 KB
- references/cloudwatch/appsignals-guides/eks-nodejs.md 5.5 KB
- references/cloudwatch/appsignals-guides/eks-python.md 6.6 KB
- references/cloudwatch/appsignals-guides/lambda-dotnet.md 5.1 KB
- references/cloudwatch/appsignals-guides/lambda-java.md 5.6 KB
- references/cloudwatch/appsignals-guides/lambda-nodejs.md 6.4 KB
- references/cloudwatch/appsignals-guides/lambda-python.md 6.9 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.
- 13d ago Changed · +20 lines · +11 tokens per session 54b7c38b3446
- 21d ago Changed · +3 lines · +14 tokens per session d6f2e3e60509
- 23d ago First seen · 71 lines · 215 tokens per session scan A 40ac82a87615
setting-up-cloudwatch-observability is a skill published in the GitHub repository aws/agent-toolkit-for-aws (2,886 stars, last pushed yesterday), licensed Apache-2.0. It adds 240 tokens to every session and 4,519 once invoked, about $0.0010 per session on Opus 5.5. 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 2026-09-23.
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